fix: wait for licenseData to resolve before the check to show chat support (#6091)

* fix: restricted column long value to 3 line and line clamped

* fix: added tooltip prop as prop for generic component and passed style from consumer

* fix: comment resolved

* fix: refactored styles

* fix: updated snapshot

* fix: removed console log

.github/CODEOWNERS

@@ -5,6 +5,6 @@
 /frontend/ @YounixM
 /frontend/src/container/MetricsApplication @srikanthccv
 /frontend/src/container/NewWidget/RightContainer/types.ts @srikanthccv
-/deploy/ @prashant-shahi
-/sample-apps/ @prashant-shahi
-.github @prashant-shahi
+/deploy/ @SigNoz/devops
+/sample-apps/ @SigNoz/devops
+.github @SigNoz/devops

.github/ISSUE_TEMPLATE/request_dashboard.md

@@ -0,0 +1,49 @@
+---
+name: Request Dashboard
+about: Request a new dashboard for the SigNoz Dashboards repository
+title: '[Dashboard Request] '
+labels: 'dashboard-template'
+assignees: ''
+
+---
+
+<!-- Use this template to request a new dashboard for the SigNoz Dashboards repository. Providing detailed information will help us understand your needs better and speed up the dashboard creation process. -->
+
+## Dashboard Name
+
+<!-- Provide the name for the requested dashboard. Be specific (e.g., "MySQL Monitoring Dashboard"). -->
+
+## Expected Dashboard Sections and Panels
+
+(Can be tweaked (add or remove panels/sections) according to available metrics)
+
+### Section Name
+
+<!-- Brief description of what this section should display (e.g., "Resource usage metrics for MySQL database"). -->
+
+### Panel Name
+
+<!-- Description of the panel (e.g., "Displays current CPU usage, memory usage, etc."). -->
+
+<!-- - **Example:**
+  - **Section**: Resource Metrics
+    - **Panel**: CPU Usage - Displays the current CPU usage across all database instances.
+    - **Panel**: Memory Usage - Displays the total memory used by the MySQL process. -->
+
+<!-- Repeat this format for any additional sections or panels. -->
+
+## Expected Dashboard Variables
+
+<!-- List any dashboard variables that should be included in the dashboard. Examples could be `deployment.environment`, `hostname`, `region`, etc. -->
+
+## Additional Comments or Requirements
+
+<!-- Include any other details, special requirements, or specific visualizations you'd like to request for this dashboard. -->
+
+## References or Screenshots
+
+<!-- Add any references or screenshots of requested dashboard if available. -->
+
+## 📋 Notes
+
+Please review the [CONTRIBUTING.md](https://github.com/SigNoz/dashboards/blob/main/CONTRIBUTING.md) for guidelines on dashboard structure, naming conventions, and how to submit a pull request.

.github/workflows/build.yaml

@@ -8,6 +8,13 @@ on:
       - release/v*
 
 jobs:
+  check-no-ee-references:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - name: Run check
+        run: make check-no-ee-references
+
   build-frontend:
     runs-on: ubuntu-latest
     steps:
@@ -36,7 +43,6 @@ jobs:
         run: |
           echo 'INTERCOM_APP_ID="${{ secrets.INTERCOM_APP_ID }}"' > frontend/.env
           echo 'SEGMENT_ID="${{ secrets.SEGMENT_ID }}"' >> frontend/.env
-          echo 'CLARITY_PROJECT_ID="${{ secrets.CLARITY_PROJECT_ID }}"' >> frontend/.env
       - name: Install dependencies
         run: cd frontend && yarn install
       - name: Run ESLint

.github/workflows/jest-coverage-changes.yml

@@ -0,0 +1,31 @@
+name: Jest Coverage - changed files
+
+on:
+  pull_request:
+    branches: develop
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+        with:
+          ref: "refs/heads/develop"
+          token: ${{ secrets.GITHUB_TOKEN }} # Provide the GitHub token for authentication
+
+      - name: Fetch branch
+        run: git fetch origin ${{ github.event.pull_request.head.ref }}
+
+      - run: |
+          git checkout ${{ github.event.pull_request.head.sha }}
+
+      - uses: actions/setup-node@v4
+        with:
+          node-version: lts/*
+
+      - name: Install dependencies
+        run: cd frontend && npm install -g yarn && yarn
+
+      - name: npm run test:changedsince
+        run: cd frontend && npm run i18n:generate-hash && npm run test:changedsince

.github/workflows/push.yaml

@@ -9,7 +9,6 @@ on:
       - v*
 
 jobs:
-
   image-build-and-push-query-service:
     runs-on: ubuntu-latest
     steps:
@@ -151,13 +150,13 @@ jobs:
         run: |
           echo 'INTERCOM_APP_ID="${{ secrets.INTERCOM_APP_ID }}"' > frontend/.env
           echo 'SEGMENT_ID="${{ secrets.SEGMENT_ID }}"' >> frontend/.env
-          echo 'CLARITY_PROJECT_ID="${{ secrets.CLARITY_PROJECT_ID }}"' >> frontend/.env
           echo 'SENTRY_AUTH_TOKEN="${{ secrets.SENTRY_AUTH_TOKEN }}"' >> frontend/.env
           echo 'SENTRY_ORG="${{ secrets.SENTRY_ORG }}"' >> frontend/.env
           echo 'SENTRY_PROJECT_ID="${{ secrets.SENTRY_PROJECT_ID }}"' >> frontend/.env
           echo 'SENTRY_DSN="${{ secrets.SENTRY_DSN }}"' >> frontend/.env
           echo 'TUNNEL_URL="${{ secrets.TUNNEL_URL }}"' >> frontend/.env
           echo 'TUNNEL_DOMAIN="${{ secrets.TUNNEL_DOMAIN }}"' >> frontend/.env
+          echo 'POSTHOG_KEY="${{ secrets.POSTHOG_KEY }}"' >> frontend/.env
       - name: Install dependencies
         working-directory: frontend
         run: yarn install

.github/workflows/staging-deployment.yaml

@@ -9,34 +9,47 @@ jobs:
     name: Deploy latest develop branch to staging
     runs-on: ubuntu-latest
     environment: staging
+    permissions:
+      contents: 'read'
+      id-token: 'write'
     steps:
-      - name: Executing remote ssh commands using ssh key
-        uses: appleboy/ssh-action@v1.0.3
-        env:
-          GITHUB_BRANCH: develop
-          GITHUB_SHA: ${{ github.sha }}
+      - id: 'auth'
+        uses: 'google-github-actions/auth@v2'
         with:
-          host: ${{ secrets.HOST_DNS }}
-          username: ${{ secrets.USERNAME }}
-          key: ${{ secrets.SSH_KEY }}
-          envs: GITHUB_BRANCH,GITHUB_SHA
-          command_timeout: 60m
-          script: |
-            echo "GITHUB_BRANCH: ${GITHUB_BRANCH}"
-            echo "GITHUB_SHA: ${GITHUB_SHA}"
-            export DOCKER_TAG="${GITHUB_SHA:0:7}" # needed for child process to access it
-            export OTELCOL_TAG="main"
-            export PATH="/usr/local/go/bin/:$PATH" # needed for Golang to work
-            docker system prune --force
-            docker pull signoz/signoz-otel-collector:main
-            docker pull signoz/signoz-schema-migrator:main
-            cd ~/signoz
-            git status
-            git add .
-            git stash push -m "stashed on $(date --iso-8601=seconds)"
-            git fetch origin
-            git checkout ${GITHUB_BRANCH}
-            git pull
-            make build-ee-query-service-amd64
-            make build-frontend-amd64
-            make run-signoz
+          workload_identity_provider: ${{ secrets.GCP_WORKLOAD_IDENTITY_PROVIDER }}
+          service_account: ${{ secrets.GCP_SERVICE_ACCOUNT }}
+
+      - name: 'sdk'
+        uses: 'google-github-actions/setup-gcloud@v2'
+
+      - name: 'ssh'
+        shell: bash
+        env:
+          GITHUB_BRANCH: ${{ github.head_ref || github.ref_name }}
+          GITHUB_SHA: ${{ github.sha }}
+          GCP_PROJECT: ${{ secrets.GCP_PROJECT }}
+          GCP_ZONE: ${{ secrets.GCP_ZONE }}
+          GCP_INSTANCE: ${{ secrets.GCP_INSTANCE }}
+          CLOUDSDK_CORE_DISABLE_PROMPTS: 1
+        run: |
+          read -r -d '' COMMAND <<EOF || true
+          echo "GITHUB_BRANCH: ${GITHUB_BRANCH}"
+          echo "GITHUB_SHA: ${GITHUB_SHA}"
+          export DOCKER_TAG="${GITHUB_SHA:0:7}" # needed for child process to access it
+          export OTELCOL_TAG="main"
+          export PATH="/usr/local/go/bin/:$PATH" # needed for Golang to work
+          docker system prune --force
+          docker pull signoz/signoz-otel-collector:main
+          docker pull signoz/signoz-schema-migrator:main
+          cd ~/signoz
+          git status
+          git add .
+          git stash push -m "stashed on $(date --iso-8601=seconds)"
+          git fetch origin
+          git checkout ${GITHUB_BRANCH}
+          git pull
+          make build-ee-query-service-amd64
+          make build-frontend-amd64
+          make run-testing
+          EOF
+          gcloud beta compute ssh ${GCP_INSTANCE} --zone ${GCP_ZONE} --ssh-key-expire-after=15m --tunnel-through-iap --project ${GCP_PROJECT} --command "${COMMAND}"

.github/workflows/testing-deployment.yaml

@@ -9,35 +9,48 @@ jobs:
     runs-on: ubuntu-latest
     environment: testing
     if: ${{ github.event.label.name == 'testing-deploy' }}
+    permissions:
+      contents: 'read'
+      id-token: 'write'
     steps:
-      - name: Executing remote ssh commands using ssh key
-        uses: appleboy/ssh-action@v1.0.3
+      - id: 'auth'
+        uses: 'google-github-actions/auth@v2'
+        with:
+          workload_identity_provider: ${{ secrets.GCP_WORKLOAD_IDENTITY_PROVIDER }}
+          service_account: ${{ secrets.GCP_SERVICE_ACCOUNT }}
+
+      - name: 'sdk'
+        uses: 'google-github-actions/setup-gcloud@v2'
+
+      - name: 'ssh'
+        shell: bash
         env:
           GITHUB_BRANCH: ${{ github.head_ref || github.ref_name }}
           GITHUB_SHA: ${{ github.sha }}
-        with:
-          host: ${{ secrets.HOST_DNS }}
-          username: ${{ secrets.USERNAME }}
-          key: ${{ secrets.SSH_KEY }}
-          envs: GITHUB_BRANCH,GITHUB_SHA
-          command_timeout: 60m
-          script: |
-            echo "GITHUB_BRANCH: ${GITHUB_BRANCH}"
-            echo "GITHUB_SHA: ${GITHUB_SHA}"
-            export DOCKER_TAG="${GITHUB_SHA:0:7}" # needed for child process to access it
-            export DEV_BUILD="1"
-            export PATH="/usr/local/go/bin/:$PATH" # needed for Golang to work
-            docker system prune --force
-            cd ~/signoz
-            git status
-            git add .
-            git stash push -m "stashed on $(date --iso-8601=seconds)"
-            git fetch origin
-            git checkout develop
-            git pull
-            # This is added to include the scenerio when new commit in PR is force-pushed
-            git branch -D ${GITHUB_BRANCH}
-            git checkout --track origin/${GITHUB_BRANCH}
-            make build-ee-query-service-amd64
-            make build-frontend-amd64
-            make run-signoz
+          GCP_PROJECT: ${{ secrets.GCP_PROJECT }}
+          GCP_ZONE: ${{ secrets.GCP_ZONE }}
+          GCP_INSTANCE: ${{ secrets.GCP_INSTANCE }}
+          CLOUDSDK_CORE_DISABLE_PROMPTS: 1
+        run: |
+          read -r -d '' COMMAND <<EOF || true
+          echo "GITHUB_BRANCH: ${GITHUB_BRANCH}"
+          echo "GITHUB_SHA: ${GITHUB_SHA}"
+          export DOCKER_TAG="${GITHUB_SHA:0:7}" # needed for child process to access it
+          export DEV_BUILD="1"
+          export PATH="/usr/local/go/bin/:$PATH" # needed for Golang to work
+          docker system prune --force
+          cd ~/signoz
+          git status
+          git add .
+          git stash push -m "stashed on $(date --iso-8601=seconds)"
+          git fetch origin
+          git checkout develop
+          git pull
+          # This is added to include the scenerio when new commit in PR is force-pushed
+          git branch -D ${GITHUB_BRANCH}
+          git checkout --track origin/${GITHUB_BRANCH}
+          make build-ee-query-service-amd64
+          make build-frontend-amd64
+          make run-testing
+          EOF
+          gcloud beta compute ssh ${GCP_INSTANCE} --zone ${GCP_ZONE} --ssh-key-expire-after=15m --tunnel-through-iap --project ${GCP_PROJECT} --command "${COMMAND}"

.gitignore

@@ -47,6 +47,7 @@ ee/query-service/signoz.db
 ee/query-service/tests/test-deploy/data/
 
 # local data
+*.backup
 *.db
 /deploy/docker/clickhouse-setup/data/
 /deploy/docker-swarm/clickhouse-setup/data/
@@ -61,4 +62,11 @@ e2e/test-results/
 e2e/playwright-report/
 e2e/blob-report/
 e2e/playwright/.cache/
-e2e/.auth
+e2e/.auth
+
+# go
+vendor/
+**/main/**
+
+# git-town
+.git-branches.toml

.scripts/commentLinesForSetup.sh

@@ -1,7 +0,0 @@
-#!/bin/sh
-
-# It Comments out the Line Query-Service & Frontend Section of deploy/docker/clickhouse-setup/docker-compose.yaml
-# Update the Line Numbers when deploy/docker/clickhouse-setup/docker-compose.yaml chnages.
-# Docs Ref.: https://github.com/SigNoz/signoz/blob/main/CONTRIBUTING.md#contribute-to-frontend-with-docker-installation-of-signoz
-
-sed -i 38,62's/.*/# &/' .././deploy/docker/clickhouse-setup/docker-compose.yaml

CONTRIBUTING.md

@@ -30,6 +30,7 @@ Also, have a look at these [good first issues label](https://github.com/SigNoz/s
     - [To run ClickHouse setup](#41-to-run-clickhouse-setup-recommended-for-local-development)
 - [Contribute to SigNoz Helm Chart](#5-contribute-to-signoz-helm-chart-)
     - [To run helm chart for local development](#51-to-run-helm-chart-for-local-development)
+- [Contribute to Dashboards](#6-contribute-to-dashboards-)
 - [Other Ways to Contribute](#other-ways-to-contribute)
 
 # 1. General Instructions 📝
@@ -37,7 +38,7 @@ Also, have a look at these [good first issues label](https://github.com/SigNoz/s
 ## 1.1 For Creating Issue(s)
 Before making any significant changes and before filing a new issue, please check [existing open](https://github.com/SigNoz/signoz/issues?q=is%3Aopen+is%3Aissue), or [recently closed](https://github.com/SigNoz/signoz/issues?q=is%3Aissue+is%3Aclosed) issues to make sure somebody else hasn't already reported the issue. Please try to include as much information as you can. 
 
-**Issue Types** - [Bug Report](https://github.com/SigNoz/signoz/issues/new?assignees=&labels=&template=bug_report.md&title=) | [Feature Request](https://github.com/SigNoz/signoz/issues/new?assignees=&labels=&template=feature_request.md&title=) | [Performance Issue Report](https://github.com/SigNoz/signoz/issues/new?assignees=&labels=&template=performance-issue-report.md&title=) | [Report a Security Vulnerability](https://github.com/SigNoz/signoz/security/policy)
+**Issue Types** - [Bug Report](https://github.com/SigNoz/signoz/issues/new?assignees=&labels=&template=bug_report.md&title=) | [Feature Request](https://github.com/SigNoz/signoz/issues/new?assignees=&labels=&template=feature_request.md&title=) | [Performance Issue Report](https://github.com/SigNoz/signoz/issues/new?assignees=&labels=&template=performance-issue-report.md&title=) | [Request Dashboard](https://github.com/SigNoz/signoz/issues/new?assignees=&labels=dashboard-template&projects=&template=request_dashboard.md&title=%5BDashboard+Request%5D+) | [Report a Security Vulnerability](https://github.com/SigNoz/signoz/security/policy)
 
 #### Details like these are incredibly useful:
 
@@ -56,7 +57,7 @@ Before making any significant changes and before filing a new issue, please chec
 Discussing your proposed changes ahead of time will make the contribution
 process smooth for everyone 🙌.
 
- **[`^top^`](#)**
+ **[`^top^`](#contributing-guidelines)**
  
 <hr>
 
@@ -97,13 +98,14 @@ GitHub provides additional document on [forking a repository](https://help.githu
   stability and quality of the component.
 
 
-You can always reach out to `ankit@signoz.io` to understand more about the repo and product. We are very responsive over email and [SLACK](https://signoz.io/slack).
+You can always reach out to `ankit@signoz.io` to understand more about the repo and product. We are very responsive over email and [slack community](https://signoz.io/slack).
 
 ### Pointers:
 - If you find any **bugs** → please create an [**issue.**](https://github.com/SigNoz/signoz/issues/new?assignees=&labels=&template=bug_report.md&title=)
 - If you find anything **missing** in documentation → you can create an issue with the label **`documentation`**.
 - If you want to build any **new feature** → please create an [issue with the label **`enhancement`**.](https://github.com/SigNoz/signoz/issues/new?assignees=&labels=&template=feature_request.md&title=)
 - If you want to **discuss** something about the product, start a new [**discussion**.](https://github.com/SigNoz/signoz/discussions)
+- If you want to request a new **dashboard template** → please create an issue [here](https://github.com/SigNoz/signoz/issues/new?assignees=&labels=dashboard-template&projects=&template=request_dashboard.md&title=%5BDashboard+Request%5D+).
 
 <hr>
 
@@ -117,7 +119,7 @@ e.g. If you are submitting a fix for an issue in frontend, the PR name should be
 
 - Feel free to ping us on [`#contributing`](https://signoz-community.slack.com/archives/C01LWQ8KS7M) or [`#contributing-frontend`](https://signoz-community.slack.com/archives/C027134DM8B) on our slack community if you need any help on this :)
 
- **[`^top^`](#)**
+ **[`^top^`](#contributing-guidelines)**
  
 <hr>
 
@@ -127,14 +129,13 @@ e.g. If you are submitting a fix for an issue in frontend, the PR name should be
 
 - [**Frontend**](#3-develop-frontend-) (Written in Typescript, React)
 - [**Backend**](#4-contribute-to-backend-query-service-) (Query Service,  written in Go)
+- [**Dashboard Templates**](#6-contribute-to-dashboards-) (JSON dashboard templates built with SigNoz)
 
 Depending upon your area of expertise & interest, you can choose one or more to contribute. Below are detailed instructions to contribute in each area.
 
-**Please note:** If you want to work on an issue, please ask the maintainers to assign the issue to you before starting work on it. This would help us understand who is working on an issue and prevent duplicate work. 🙏🏻
+**Please note:** If you want to work on an issue, please add a brief description of your solution on the issue before starting work on it.
 
-⚠️ If you just raise a PR, without the corresponding issue being assigned to you - it may not be accepted.
-
- **[`^top^`](#)**
+ **[`^top^`](#contributing-guidelines)**
  
 <hr>
 
@@ -188,7 +189,7 @@ Also, have a look at [Frontend README.md](https://github.com/SigNoz/signoz/blob/
 ### Important Notes:
 The Maintainers / Contributors who will change Line Numbers of `Frontend` & `Query-Section`, please update line numbers in [`/.scripts/commentLinesForSetup.sh`](https://github.com/SigNoz/signoz/blob/develop/.scripts/commentLinesForSetup.sh)
 
- **[`^top^`](#)**
+ **[`^top^`](#contributing-guidelines)**
 
 ## 3.2 Contribute to Frontend without installing SigNoz backend
 
@@ -209,7 +210,7 @@ Please ping us in the [`#contributing`](https://signoz-community.slack.com/archi
 
 **Frontend should now be accessible at** [`http://localhost:3301/services`](http://localhost:3301/services)
 
- **[`^top^`](#)**
+ **[`^top^`](#contributing-guidelines)**
  
 <hr>
 
@@ -309,7 +310,7 @@ Click the button below. A workspace with all required environments will be creat
 
 > To use it on your forked repo, edit the 'Open in Gitpod' button URL to `https://gitpod.io/#https://github.com/<your-github-username>/signoz` -->
 
- **[`^top^`](#)**
+ **[`^top^`](#contributing-guidelines)**
  
 <hr>
 
@@ -347,7 +348,7 @@ curl -sL https://github.com/SigNoz/signoz/raw/develop/sample-apps/hotrod/hotrod-
 ```bash
 kubectl -n sample-application run strzal --image=djbingham/curl \
   --restart='OnFailure' -i --tty --rm --command -- curl -X POST -F \
-  'locust_count=6' -F 'hatch_rate=2' http://locust-master:8089/swarm
+  'user_count=6' -F 'spawn_rate=2' http://locust-master:8089/swarm
 ```
 
 **5.1.3 To stop the load generation:**
@@ -365,10 +366,21 @@ curl -sL https://github.com/SigNoz/signoz/raw/develop/sample-apps/hotrod/hotrod-
   | HOTROD_NAMESPACE=sample-application bash
 ```
 
- **[`^top^`](#)**
+ **[`^top^`](#contributing-guidelines)**
  
 ---
 
+# 6. Contribute to Dashboards 📈
+
+**Need to Update: [https://github.com/SigNoz/dashboards](https://github.com/SigNoz/dashboards)**
+
+To contribute a new dashboard template for any service, follow the contribution guidelines in the [Dashboard Contributing Guide](https://github.com/SigNoz/dashboards/blob/main/CONTRIBUTING.md). In brief:
+
+1. Create a dashboard JSON file.
+2. Add a README file explaining the dashboard, the metrics ingested, and the configurations needed.
+3. Include screenshots of the dashboard in the `assets/` directory.
+4. Submit a pull request for review.
+
 ## Other Ways to Contribute
 
 There are many other ways to get involved with the community and to participate in this project:
@@ -379,7 +391,6 @@ There are many other ways to get involved with the community and to participate
 - Help answer questions on forums such as Stack Overflow and [SigNoz Community Slack Channel](https://signoz.io/slack).
 - Tell others about the project on Twitter, your blog, etc.
 
-
 Again, Feel free to ping us on [`#contributing`](https://signoz-community.slack.com/archives/C01LWQ8KS7M) or [`#contributing-frontend`](https://signoz-community.slack.com/archives/C027134DM8B) on our slack community if you need any help on this :)
 
 Thank You!

Makefile

@@ -156,6 +156,9 @@ pull-signoz:
 run-signoz:
 	@docker-compose -f $(STANDALONE_DIRECTORY)/docker-compose.yaml up --build -d
 
+run-testing:
+	@docker-compose -f $(STANDALONE_DIRECTORY)/docker-compose.testing.yaml up --build -d
+
 down-signoz:
 	@docker-compose -f $(STANDALONE_DIRECTORY)/docker-compose.yaml down -v
 
@@ -175,6 +178,15 @@ clear-swarm-ch:
 	@docker run --rm -v "$(PWD)/$(SWARM_DIRECTORY)/data:/pwd" busybox \
 	sh -c "cd /pwd && rm -rf clickhouse*/* zookeeper-*/*"
 
+check-no-ee-references:
+	@echo "Checking for 'ee' package references in 'pkg' directory..."
+	@if grep -R --include="*.go" '.*/ee/.*' pkg/; then \
+		echo "Error: Found references to 'ee' packages in 'pkg' directory"; \
+		exit 1; \
+	else \
+		echo "No references to 'ee' packages found in 'pkg' directory"; \
+	fi
+
 test:
 	go test ./pkg/query-service/app/metrics/...
 	go test ./pkg/query-service/cache/...
@@ -185,3 +197,4 @@ test:
 	go test ./pkg/query-service/tests/integration/...
 	go test ./pkg/query-service/rules/...
 	go test ./pkg/query-service/collectorsimulator/...
+	go test ./pkg/query-service/postprocess/...

README.md

@@ -198,14 +198,14 @@ Not sure how to get started? Just ping us on `#contributing` in our [slack commu
 
 #### Frontend
 
-- [Palash Gupta](https://github.com/palashgdev)
 - [Yunus M](https://github.com/YounixM)
-- [Rajat Dabade](https://github.com/Rajat-Dabade)
+- [Vikrant Gupta](https://github.com/vikrantgupta25)
+- [Sagar Rajput](https://github.com/SagarRajput-7)
 
 #### DevOps
 
 - [Prashant Shahi](https://github.com/prashant-shahi)
-- [Dhawal Sanghvi](https://github.com/dhawal1248)
+- [Vibhu Pandey](https://github.com/grandwizard28)
 
 <br /><br />
 

deploy/docker-swarm/clickhouse-setup/clickhouse-config.xml

@@ -23,6 +23,9 @@
             [1]: https://github.com/pocoproject/poco/blob/poco-1.9.4-release/Foundation/include/Poco/Logger.h#L105-L114
         -->
         <level>information</level>
+        <formatting>
+            <type>json</type>
+        </formatting>
         <log>/var/log/clickhouse-server/clickhouse-server.log</log>
         <errorlog>/var/log/clickhouse-server/clickhouse-server.err.log</errorlog>
         <!-- Rotation policy
@@ -649,12 +652,12 @@
 
          See https://clickhouse.com/docs/en/engines/table-engines/mergetree-family/replication/#creating-replicated-tables
       -->
-    <!--
+    
     <macros>
         <shard>01</shard>
         <replica>example01-01-1</replica>
     </macros>
-    -->
+   
 
 
     <!-- Reloading interval for embedded dictionaries, in seconds. Default: 3600. -->

deploy/docker-swarm/clickhouse-setup/docker-compose.yaml

@@ -22,7 +22,7 @@ x-clickhouse-defaults: &clickhouse-defaults
         "wget",
         "--spider",
         "-q",
-        "localhost:8123/ping"
+        "0.0.0.0:8123/ping"
       ]
     interval: 30s
     timeout: 5s
@@ -146,7 +146,7 @@ services:
         condition: on-failure
 
   query-service:
-    image: signoz/query-service:0.43.0
+    image: signoz/query-service:0.49.1
     command:
       [
         "-config=/root/config/prometheus.yml",
@@ -186,7 +186,7 @@ services:
     <<: *db-depend
 
   frontend:
-    image: signoz/frontend:0.43.0
+    image: signoz/frontend:0.48.0
     deploy:
       restart_policy:
         condition: on-failure
@@ -199,7 +199,7 @@ services:
       - ../common/nginx-config.conf:/etc/nginx/conf.d/default.conf
 
   otel-collector:
-    image: signoz/signoz-otel-collector:0.88.20
+    image: signoz/signoz-otel-collector:0.102.2
     command:
       [
         "--config=/etc/otel-collector-config.yaml",
@@ -211,6 +211,7 @@ services:
       - ./otel-collector-config.yaml:/etc/otel-collector-config.yaml
       - ./otel-collector-opamp-config.yaml:/etc/manager-config.yaml
       - /var/lib/docker/containers:/var/lib/docker/containers:ro
+      - /:/hostfs:ro
     environment:
       - OTEL_RESOURCE_ATTRIBUTES=host.name={{.Node.Hostname}},os.type={{.Node.Platform.OS}},dockerswarm.service.name={{.Service.Name}},dockerswarm.task.name={{.Task.Name}}
       - DOCKER_MULTI_NODE_CLUSTER=false
@@ -237,7 +238,7 @@ services:
       - query-service
 
   otel-collector-migrator:
-      image: signoz/signoz-schema-migrator:0.88.20
+      image: signoz/signoz-schema-migrator:0.102.2
       deploy:
         restart_policy:
           condition: on-failure

deploy/docker-swarm/clickhouse-setup/otel-collector-config.yaml

@@ -36,6 +36,7 @@ receivers:
       #   endpoint: 0.0.0.0:6832
   hostmetrics:
     collection_interval: 30s
+    root_path: /hostfs
     scrapers:
       cpu: {}
       load: {}
@@ -77,7 +78,16 @@ processors:
       # This is added to ensure the uniqueness of the timeseries
       # Otherwise, identical timeseries produced by multiple replicas of
       # collectors result in incorrect APM metrics
-      - name: 'signoz.collector.id'
+      - name: signoz.collector.id
+      - name: service.version
+      - name: browser.platform
+      - name: browser.mobile
+      - name: k8s.cluster.name
+      - name: k8s.node.name
+      - name: k8s.namespace.name
+      - name: host.name
+      - name: host.type
+      - name: container.name
   # memory_limiter:
   #   # 80% of maximum memory up to 2G
   #   limit_mib: 1500
@@ -108,21 +118,30 @@ processors:
       # Otherwise, identical timeseries produced by multiple replicas of
       # collectors result in incorrect APM metrics
       - name: signoz.collector.id
+      - name: service.version
+      - name: browser.platform
+      - name: browser.mobile
+      - name: k8s.cluster.name
+      - name: k8s.node.name
+      - name: k8s.namespace.name
+      - name: host.name
+      - name: host.type
+      - name: container.name
 
 exporters:
   clickhousetraces:
-    datasource: tcp://clickhouse:9000/?database=signoz_traces
+    datasource: tcp://clickhouse:9000/signoz_traces
     docker_multi_node_cluster: ${DOCKER_MULTI_NODE_CLUSTER}
     low_cardinal_exception_grouping: ${LOW_CARDINAL_EXCEPTION_GROUPING}
   clickhousemetricswrite:
-    endpoint: tcp://clickhouse:9000/?database=signoz_metrics
+    endpoint: tcp://clickhouse:9000/signoz_metrics
     resource_to_telemetry_conversion:
       enabled: true
   clickhousemetricswrite/prometheus:
-    endpoint: tcp://clickhouse:9000/?database=signoz_metrics
+    endpoint: tcp://clickhouse:9000/signoz_metrics
   # logging: {}
   clickhouselogsexporter:
-    dsn: tcp://clickhouse:9000/
+    dsn: tcp://clickhouse:9000/signoz_logs
     docker_multi_node_cluster: ${DOCKER_MULTI_NODE_CLUSTER}
     timeout: 10s
 extensions:
@@ -135,6 +154,8 @@ extensions:
 
 service:
   telemetry:
+    logs:
+      encoding: json
     metrics:
       address: 0.0.0.0:8888
   extensions: [health_check, zpages, pprof]

deploy/docker-swarm/clickhouse-setup/prometheus.yml

@@ -22,4 +22,4 @@ rule_files:
 scrape_configs: []
 
 remote_read:
-  - url: tcp://clickhouse:9000/?database=signoz_metrics
+  - url: tcp://clickhouse:9000/signoz_metrics

deploy/docker/clickhouse-setup/clickhouse-config.xml

@@ -23,6 +23,9 @@
             [1]: https://github.com/pocoproject/poco/blob/poco-1.9.4-release/Foundation/include/Poco/Logger.h#L105-L114
         -->
         <level>information</level>
+        <formatting>
+            <type>json</type>
+        </formatting>
         <log>/var/log/clickhouse-server/clickhouse-server.log</log>
         <errorlog>/var/log/clickhouse-server/clickhouse-server.err.log</errorlog>
         <!-- Rotation policy
@@ -649,12 +652,12 @@
 
          See https://clickhouse.com/docs/en/engines/table-engines/mergetree-family/replication/#creating-replicated-tables
       -->
-    <!--
+    
     <macros>
         <shard>01</shard>
         <replica>example01-01-1</replica>
     </macros>
-    -->
+   
 
 
     <!-- Reloading interval for embedded dictionaries, in seconds. Default: 3600. -->

deploy/docker/clickhouse-setup/docker-compose-core.yaml

@@ -46,7 +46,7 @@ services:
           "wget",
           "--spider",
           "-q",
-          "localhost:8123/ping"
+          "0.0.0.0:8123/ping"
         ]
       interval: 30s
       timeout: 5s
@@ -66,7 +66,7 @@ services:
       - --storage.path=/data
 
   otel-collector-migrator:
-    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-0.88.20}
+    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-0.102.2}
     container_name: otel-migrator
     command:
       - "--dsn=tcp://clickhouse:9000"
@@ -81,7 +81,7 @@ services:
   # Notes for Maintainers/Contributors who will change Line Numbers of Frontend & Query-Section. Please Update Line Numbers in `./scripts/commentLinesForSetup.sh` & `./CONTRIBUTING.md`
   otel-collector:
     container_name: signoz-otel-collector
-    image: signoz/signoz-otel-collector:0.88.20
+    image: signoz/signoz-otel-collector:0.102.2
     command:
       [
         "--config=/etc/otel-collector-config.yaml",
@@ -93,6 +93,8 @@ services:
     volumes:
       - ./otel-collector-config.yaml:/etc/otel-collector-config.yaml
       - ./otel-collector-opamp-config.yaml:/etc/manager-config.yaml
+      - /var/lib/docker/containers:/var/lib/docker/containers:ro
+      - /:/hostfs:ro
     environment:
       - OTEL_RESOURCE_ATTRIBUTES=host.name=signoz-host,os.type=linux
     ports:

deploy/docker/clickhouse-setup/docker-compose.testing.yaml

@@ -0,0 +1,308 @@
+version: "2.4"
+
+x-clickhouse-defaults: &clickhouse-defaults
+  restart: on-failure
+  # addding non LTS version due to this fix https://github.com/ClickHouse/ClickHouse/commit/32caf8716352f45c1b617274c7508c86b7d1afab
+  image: clickhouse/clickhouse-server:24.1.2-alpine
+  tty: true
+  depends_on:
+    - zookeeper-1
+    # - zookeeper-2
+    # - zookeeper-3
+  logging:
+    options:
+      max-size: 50m
+      max-file: "3"
+  healthcheck:
+    # "clickhouse", "client", "-u ${CLICKHOUSE_USER}", "--password ${CLICKHOUSE_PASSWORD}", "-q 'SELECT 1'"
+    test:
+      [
+        "CMD",
+        "wget",
+        "--spider",
+        "-q",
+        "0.0.0.0:8123/ping"
+      ]
+    interval: 30s
+    timeout: 5s
+    retries: 3
+  ulimits:
+    nproc: 65535
+    nofile:
+      soft: 262144
+      hard: 262144
+
+x-db-depend: &db-depend
+  depends_on:
+    clickhouse:
+      condition: service_healthy
+    otel-collector-migrator:
+      condition: service_completed_successfully
+    # clickhouse-2:
+    #   condition: service_healthy
+    # clickhouse-3:
+    #   condition: service_healthy
+
+services:
+
+  zookeeper-1:
+    image: bitnami/zookeeper:3.7.1
+    container_name: signoz-zookeeper-1
+    hostname: zookeeper-1
+    user: root
+    ports:
+      - "2181:2181"
+      - "2888:2888"
+      - "3888:3888"
+    volumes:
+      - ./data/zookeeper-1:/bitnami/zookeeper
+    environment:
+      - ZOO_SERVER_ID=1
+      # - ZOO_SERVERS=0.0.0.0:2888:3888,zookeeper-2:2888:3888,zookeeper-3:2888:3888
+      - ALLOW_ANONYMOUS_LOGIN=yes
+      - ZOO_AUTOPURGE_INTERVAL=1
+
+  # zookeeper-2:
+  #   image: bitnami/zookeeper:3.7.0
+  #   container_name: signoz-zookeeper-2
+  #   hostname: zookeeper-2
+  #   user: root
+  #   ports:
+  #     - "2182:2181"
+  #     - "2889:2888"
+  #     - "3889:3888"
+  #   volumes:
+  #     - ./data/zookeeper-2:/bitnami/zookeeper
+  #   environment:
+  #     - ZOO_SERVER_ID=2
+  #     - ZOO_SERVERS=zookeeper-1:2888:3888,0.0.0.0:2888:3888,zookeeper-3:2888:3888
+  #     - ALLOW_ANONYMOUS_LOGIN=yes
+  #     - ZOO_AUTOPURGE_INTERVAL=1
+
+  # zookeeper-3:
+  #   image: bitnami/zookeeper:3.7.0
+  #   container_name: signoz-zookeeper-3
+  #   hostname: zookeeper-3
+  #   user: root
+  #   ports:
+  #     - "2183:2181"
+  #     - "2890:2888"
+  #     - "3890:3888"
+  #   volumes:
+  #     - ./data/zookeeper-3:/bitnami/zookeeper
+  #   environment:
+  #     - ZOO_SERVER_ID=3
+  #     - ZOO_SERVERS=zookeeper-1:2888:3888,zookeeper-2:2888:3888,0.0.0.0:2888:3888
+  #     - ALLOW_ANONYMOUS_LOGIN=yes
+  #     - ZOO_AUTOPURGE_INTERVAL=1
+
+  clickhouse:
+    <<: *clickhouse-defaults
+    container_name: signoz-clickhouse
+    hostname: clickhouse
+    ports:
+      - "9000:9000"
+      - "8123:8123"
+      - "9181:9181"
+    volumes:
+      - ./clickhouse-config.xml:/etc/clickhouse-server/config.xml
+      - ./clickhouse-users.xml:/etc/clickhouse-server/users.xml
+      - ./custom-function.xml:/etc/clickhouse-server/custom-function.xml
+      - ./clickhouse-cluster.xml:/etc/clickhouse-server/config.d/cluster.xml
+      # - ./clickhouse-storage.xml:/etc/clickhouse-server/config.d/storage.xml
+      - ./data/clickhouse/:/var/lib/clickhouse/
+      - ./user_scripts:/var/lib/clickhouse/user_scripts/
+
+  # clickhouse-2:
+  #   <<: *clickhouse-defaults
+  #   container_name: signoz-clickhouse-2
+  #   hostname: clickhouse-2
+  #   ports:
+  #     - "9001:9000"
+  #     - "8124:8123"
+  #     - "9182:9181"
+  #   volumes:
+  #     - ./clickhouse-config.xml:/etc/clickhouse-server/config.xml
+  #     - ./clickhouse-users.xml:/etc/clickhouse-server/users.xml
+  #     - ./custom-function.xml:/etc/clickhouse-server/custom-function.xml
+  #     - ./clickhouse-cluster.xml:/etc/clickhouse-server/config.d/cluster.xml
+  #     # - ./clickhouse-storage.xml:/etc/clickhouse-server/config.d/storage.xml
+  #     - ./data/clickhouse-2/:/var/lib/clickhouse/
+  #     - ./user_scripts:/var/lib/clickhouse/user_scripts/
+
+
+  # clickhouse-3:
+  #   <<: *clickhouse-defaults
+  #   container_name: signoz-clickhouse-3
+  #   hostname: clickhouse-3
+  #   ports:
+  #     - "9002:9000"
+  #     - "8125:8123"
+  #     - "9183:9181"
+  #   volumes:
+  #     - ./clickhouse-config.xml:/etc/clickhouse-server/config.xml
+  #     - ./clickhouse-users.xml:/etc/clickhouse-server/users.xml
+  #     - ./custom-function.xml:/etc/clickhouse-server/custom-function.xml
+  #     - ./clickhouse-cluster.xml:/etc/clickhouse-server/config.d/cluster.xml
+  #     # - ./clickhouse-storage.xml:/etc/clickhouse-server/config.d/storage.xml
+  #     - ./data/clickhouse-3/:/var/lib/clickhouse/
+  #     - ./user_scripts:/var/lib/clickhouse/user_scripts/
+
+  alertmanager:
+    image: signoz/alertmanager:${ALERTMANAGER_TAG:-0.23.5}
+    container_name: signoz-alertmanager
+    volumes:
+      - ./data/alertmanager:/data
+    depends_on:
+      query-service:
+        condition: service_healthy
+    restart: on-failure
+    command:
+      - --queryService.url=http://query-service:8085
+      - --storage.path=/data
+
+  # Notes for Maintainers/Contributors who will change Line Numbers of Frontend & Query-Section. Please Update Line Numbers in `./scripts/commentLinesForSetup.sh` & `./CONTRIBUTING.md`
+
+  query-service:
+    image: signoz/query-service:${DOCKER_TAG:-0.49.1}
+    container_name: signoz-query-service
+    command:
+      [
+        "-config=/root/config/prometheus.yml",
+        "-gateway-url=https://api.staging.signoz.cloud"
+        # "--prefer-delta=true"
+      ]
+    # ports:
+    #   - "6060:6060"     # pprof port
+    #   - "8080:8080"     # query-service port
+    volumes:
+      - ./prometheus.yml:/root/config/prometheus.yml
+      - ../dashboards:/root/config/dashboards
+      - ./data/signoz/:/var/lib/signoz/
+    environment:
+      - ClickHouseUrl=tcp://clickhouse:9000
+      - ALERTMANAGER_API_PREFIX=http://alertmanager:9093/api/
+      - SIGNOZ_LOCAL_DB_PATH=/var/lib/signoz/signoz.db
+      - DASHBOARDS_PATH=/root/config/dashboards
+      - STORAGE=clickhouse
+      - GODEBUG=netdns=go
+      - TELEMETRY_ENABLED=true
+      - DEPLOYMENT_TYPE=docker-standalone-amd
+    restart: on-failure
+    healthcheck:
+      test:
+        [
+          "CMD",
+          "wget",
+          "--spider",
+          "-q",
+          "localhost:8080/api/v1/health"
+        ]
+      interval: 30s
+      timeout: 5s
+      retries: 3
+    <<: *db-depend
+
+  frontend:
+    image: signoz/frontend:${DOCKER_TAG:-0.49.1}
+    container_name: signoz-frontend
+    restart: on-failure
+    depends_on:
+      - alertmanager
+      - query-service
+    ports:
+      - "3301:3301"
+    volumes:
+      - ../common/nginx-config.conf:/etc/nginx/conf.d/default.conf
+
+  otel-collector-migrator:
+    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-0.102.2}
+    container_name: otel-migrator
+    command:
+      - "--dsn=tcp://clickhouse:9000"
+    depends_on:
+      clickhouse:
+        condition: service_healthy
+      # clickhouse-2:
+      #   condition: service_healthy
+      # clickhouse-3:
+      #   condition: service_healthy
+
+
+  otel-collector:
+    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-0.102.2}
+    container_name: signoz-otel-collector
+    command:
+      [
+        "--config=/etc/otel-collector-config.yaml",
+        "--manager-config=/etc/manager-config.yaml",
+        "--copy-path=/var/tmp/collector-config.yaml",
+        "--feature-gates=-pkg.translator.prometheus.NormalizeName"
+      ]
+    user: root # required for reading docker container logs
+    volumes:
+      - ./otel-collector-config.yaml:/etc/otel-collector-config.yaml
+      - ./otel-collector-opamp-config.yaml:/etc/manager-config.yaml
+      - /var/lib/docker/containers:/var/lib/docker/containers:ro
+      - /:/hostfs:ro
+    environment:
+      - OTEL_RESOURCE_ATTRIBUTES=host.name=signoz-host,os.type=linux
+      - DOCKER_MULTI_NODE_CLUSTER=false
+      - LOW_CARDINAL_EXCEPTION_GROUPING=false
+    ports:
+      # - "1777:1777"     # pprof extension
+      - "4317:4317" # OTLP gRPC receiver
+      - "4318:4318" # OTLP HTTP receiver
+      # - "8888:8888"     # OtelCollector internal metrics
+      # - "8889:8889"     # signoz spanmetrics exposed by the agent
+      # - "9411:9411"     # Zipkin port
+      # - "13133:13133"   # health check extension
+      # - "14250:14250"   # Jaeger gRPC
+      # - "14268:14268"   # Jaeger thrift HTTP
+      # - "55678:55678"   # OpenCensus receiver
+      # - "55679:55679"   # zPages extension
+    restart: on-failure
+    depends_on:
+      clickhouse:
+        condition: service_healthy
+      otel-collector-migrator:
+        condition: service_completed_successfully
+      query-service:
+        condition: service_healthy
+
+  logspout:
+    image: "gliderlabs/logspout:v3.2.14"
+    container_name: signoz-logspout
+    volumes:
+      - /etc/hostname:/etc/host_hostname:ro
+      - /var/run/docker.sock:/var/run/docker.sock
+    command: syslog+tcp://otel-collector:2255
+    depends_on:
+      - otel-collector
+    restart: on-failure
+
+  hotrod:
+    image: jaegertracing/example-hotrod:1.30
+    container_name: hotrod
+    logging:
+      options:
+        max-size: 50m
+        max-file: "3"
+    command: [ "all" ]
+    environment:
+      - JAEGER_ENDPOINT=http://otel-collector:14268/api/traces
+
+  load-hotrod:
+    image: "signoz/locust:1.2.3"
+    container_name: load-hotrod
+    hostname: load-hotrod
+    environment:
+      ATTACKED_HOST: http://hotrod:8080
+      LOCUST_MODE: standalone
+      NO_PROXY: standalone
+      TASK_DELAY_FROM: 5
+      TASK_DELAY_TO: 30
+      QUIET_MODE: "${QUIET_MODE:-false}"
+      LOCUST_OPTS: "--headless -u 10 -r 1"
+    volumes:
+      - ../common/locust-scripts:/locust

deploy/docker/clickhouse-setup/docker-compose.yaml

@@ -21,7 +21,7 @@ x-clickhouse-defaults: &clickhouse-defaults
         "wget",
         "--spider",
         "-q",
-        "localhost:8123/ping"
+        "0.0.0.0:8123/ping"
       ]
     interval: 30s
     timeout: 5s
@@ -164,11 +164,11 @@ services:
   # Notes for Maintainers/Contributors who will change Line Numbers of Frontend & Query-Section. Please Update Line Numbers in `./scripts/commentLinesForSetup.sh` & `./CONTRIBUTING.md`
 
   query-service:
-    image: signoz/query-service:${DOCKER_TAG:-0.43.0}
+    image: signoz/query-service:${DOCKER_TAG:-0.49.1}
     container_name: signoz-query-service
     command:
       [
-        "-config=/root/config/prometheus.yml",
+        "-config=/root/config/prometheus.yml"
         # "--prefer-delta=true"
       ]
     # ports:
@@ -203,7 +203,7 @@ services:
     <<: *db-depend
 
   frontend:
-    image: signoz/frontend:${DOCKER_TAG:-0.43.0}
+    image: signoz/frontend:${DOCKER_TAG:-0.49.1}
     container_name: signoz-frontend
     restart: on-failure
     depends_on:
@@ -215,7 +215,7 @@ services:
       - ../common/nginx-config.conf:/etc/nginx/conf.d/default.conf
 
   otel-collector-migrator:
-    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-0.88.20}
+    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-0.102.2}
     container_name: otel-migrator
     command:
       - "--dsn=tcp://clickhouse:9000"
@@ -229,7 +229,7 @@ services:
 
 
   otel-collector:
-    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-0.88.20}
+    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-0.102.2}
     container_name: signoz-otel-collector
     command:
       [
@@ -243,6 +243,7 @@ services:
       - ./otel-collector-config.yaml:/etc/otel-collector-config.yaml
       - ./otel-collector-opamp-config.yaml:/etc/manager-config.yaml
       - /var/lib/docker/containers:/var/lib/docker/containers:ro
+      - /:/hostfs:ro
     environment:
       - OTEL_RESOURCE_ATTRIBUTES=host.name=signoz-host,os.type=linux
       - DOCKER_MULTI_NODE_CLUSTER=false

deploy/docker/clickhouse-setup/keeper_config.xml

@@ -0,0 +1,64 @@
+<clickhouse>
+    <logger>
+        <!-- Possible levels [1]:
+
+          - none (turns off logging)
+          - fatal
+          - critical
+          - error
+          - warning
+          - notice
+          - information
+          - debug
+          - trace
+
+            [1]: https://github.com/pocoproject/poco/blob/poco-1.9.4-release/Foundation/include/Poco/Logger.h#L105-L114
+        -->
+        <level>information</level>
+        <log>/var/log/clickhouse-keeper/clickhouse-keeper.log</log>
+        <errorlog>/var/log/clickhouse-keeper/clickhouse-keeper.err.log</errorlog>
+        <!-- Rotation policy
+             See https://github.com/pocoproject/poco/blob/poco-1.9.4-release/Foundation/include/Poco/FileChannel.h#L54-L85
+          -->
+        <size>1000M</size>
+        <count>10</count>
+        <!-- <console>1</console> --> <!-- Default behavior is autodetection (log to console if not daemon mode and is tty) -->
+    </logger>
+
+    <listen_host>0.0.0.0</listen_host>
+    <max_connections>4096</max_connections>
+
+    <keeper_server>
+            <tcp_port>9181</tcp_port>
+
+            <!-- Must be unique among all keeper serves -->
+            <server_id>1</server_id>
+
+            <log_storage_path>/var/lib/clickhouse/coordination/logs</log_storage_path>
+            <snapshot_storage_path>/var/lib/clickhouse/coordination/snapshots</snapshot_storage_path>
+
+            <coordination_settings>
+                <operation_timeout_ms>10000</operation_timeout_ms>
+                <min_session_timeout_ms>10000</min_session_timeout_ms>
+                <session_timeout_ms>100000</session_timeout_ms>
+                <raft_logs_level>information</raft_logs_level>
+                <compress_logs>false</compress_logs>
+                <!-- All settings listed in https://github.com/ClickHouse/ClickHouse/blob/master/src/Coordination/CoordinationSettings.h -->
+            </coordination_settings>
+
+            <!-- enable sanity hostname checks for cluster configuration (e.g. if localhost is used with remote endpoints) -->
+            <hostname_checks_enabled>true</hostname_checks_enabled>
+            <raft_configuration>
+                <server>
+                    <id>1</id>
+
+                    <!-- Internal port and hostname -->
+                    <hostname>clickhouses-keeper-1</hostname>
+                    <port>9234</port>
+                </server>
+
+                <!-- Add more servers here -->
+
+            </raft_configuration>
+    </keeper_server>
+</clickhouse>

deploy/docker/clickhouse-setup/otel-collector-config.yaml

@@ -36,6 +36,7 @@ receivers:
       #   endpoint: 0.0.0.0:6832
   hostmetrics:
     collection_interval: 30s
+    root_path: /hostfs
     scrapers:
       cpu: {}
       load: {}
@@ -75,7 +76,16 @@ processors:
       # This is added to ensure the uniqueness of the timeseries
       # Otherwise, identical timeseries produced by multiple replicas of
       # collectors result in incorrect APM metrics
-      - name: 'signoz.collector.id'
+      - name: signoz.collector.id
+      - name: service.version
+      - name: browser.platform
+      - name: browser.mobile
+      - name: k8s.cluster.name
+      - name: k8s.node.name
+      - name: k8s.namespace.name
+      - name: host.name
+      - name: host.type
+      - name: container.name
   # memory_limiter:
   #   # 80% of maximum memory up to 2G
   #   limit_mib: 1500
@@ -111,6 +121,15 @@ processors:
       # Otherwise, identical timeseries produced by multiple replicas of
       # collectors result in incorrect APM metrics
       - name: signoz.collector.id
+      - name: service.version
+      - name: browser.platform
+      - name: browser.mobile
+      - name: k8s.cluster.name
+      - name: k8s.node.name
+      - name: k8s.namespace.name
+      - name: host.name
+      - name: host.type
+      - name: container.name
 
 extensions:
   health_check:
@@ -122,24 +141,25 @@ extensions:
 
 exporters:
   clickhousetraces:
-    datasource: tcp://clickhouse:9000/?database=signoz_traces
+    datasource: tcp://clickhouse:9000/signoz_traces
     docker_multi_node_cluster: ${DOCKER_MULTI_NODE_CLUSTER}
     low_cardinal_exception_grouping: ${LOW_CARDINAL_EXCEPTION_GROUPING}
   clickhousemetricswrite:
-    endpoint: tcp://clickhouse:9000/?database=signoz_metrics
+    endpoint: tcp://clickhouse:9000/signoz_metrics
     resource_to_telemetry_conversion:
       enabled: true
   clickhousemetricswrite/prometheus:
-    endpoint: tcp://clickhouse:9000/?database=signoz_metrics
-  # logging: {}
-
+    endpoint: tcp://clickhouse:9000/signoz_metrics
   clickhouselogsexporter:
-    dsn: tcp://clickhouse:9000/
+    dsn: tcp://clickhouse:9000/signoz_logs
     docker_multi_node_cluster: ${DOCKER_MULTI_NODE_CLUSTER}
     timeout: 10s
+  # logging: {}
 
 service:
   telemetry:
+    logs:
+      encoding: json
     metrics:
       address: 0.0.0.0:8888
   extensions:

deploy/docker/clickhouse-setup/prometheus.yml

@@ -22,4 +22,4 @@ rule_files:
 scrape_configs: []
 
 remote_read:
-  - url: tcp://clickhouse:9000/?database=signoz_metrics
+  - url: tcp://clickhouse:9000/signoz_metrics

deploy/docker/common/nginx-config.conf

@@ -1,3 +1,8 @@
+map $http_upgrade $connection_upgrade {
+    default upgrade;
+    ''      close;
+}
+
 server {
     listen       3301;
     server_name  _;
@@ -42,6 +47,14 @@ server {
         proxy_read_timeout 600s; 
     }
 
+    location /ws {
+        proxy_pass  http://query-service:8080/ws;
+        proxy_http_version 1.1;
+        proxy_set_header Upgrade "websocket";
+        proxy_set_header Connection "upgrade";
+        proxy_read_timeout 86400;
+    }
+
     # redirect server error pages to the static page /50x.html
     #
     error_page   500 502 503 504  /50x.html;

deploy/install.sh

@@ -389,7 +389,7 @@ trap bye EXIT
 
 URL="https://api.segment.io/v1/track"
 HEADER_1="Content-Type: application/json"
-HEADER_2="Authorization: Basic NEdtb2E0aXhKQVVIeDJCcEp4c2p3QTFiRWZud0VlUno6"
+HEADER_2="Authorization: Basic OWtScko3b1BDR1BFSkxGNlFqTVBMdDVibGpGaFJRQnI="
 
 send_event() {
     error=""

ee/query-service/anomaly/daily.go

@@ -0,0 +1,44 @@
+package anomaly
+
+import (
+	"context"
+
+	querierV2 "go.signoz.io/signoz/pkg/query-service/app/querier/v2"
+	"go.signoz.io/signoz/pkg/query-service/app/queryBuilder"
+)
+
+type DailyProvider struct {
+	BaseSeasonalProvider
+}
+
+var _ BaseProvider = (*DailyProvider)(nil)
+
+func (dp *DailyProvider) GetBaseSeasonalProvider() *BaseSeasonalProvider {
+	return &dp.BaseSeasonalProvider
+}
+
+// NewDailyProvider uses the same generic option type
+func NewDailyProvider(opts ...GenericProviderOption[*DailyProvider]) *DailyProvider {
+	dp := &DailyProvider{
+		BaseSeasonalProvider: BaseSeasonalProvider{},
+	}
+
+	for _, opt := range opts {
+		opt(dp)
+	}
+
+	dp.querierV2 = querierV2.NewQuerier(querierV2.QuerierOptions{
+		Reader:        dp.reader,
+		Cache:         dp.cache,
+		KeyGenerator:  queryBuilder.NewKeyGenerator(),
+		FluxInterval:  dp.fluxInterval,
+		FeatureLookup: dp.ff,
+	})
+
+	return dp
+}
+
+func (p *DailyProvider) GetAnomalies(ctx context.Context, req *GetAnomaliesRequest) (*GetAnomaliesResponse, error) {
+	req.Seasonality = SeasonalityDaily
+	return p.getAnomalies(ctx, req)
+}

ee/query-service/anomaly/hourly.go

@@ -0,0 +1,44 @@
+package anomaly
+
+import (
+	"context"
+
+	querierV2 "go.signoz.io/signoz/pkg/query-service/app/querier/v2"
+	"go.signoz.io/signoz/pkg/query-service/app/queryBuilder"
+)
+
+type HourlyProvider struct {
+	BaseSeasonalProvider
+}
+
+var _ BaseProvider = (*HourlyProvider)(nil)
+
+func (hp *HourlyProvider) GetBaseSeasonalProvider() *BaseSeasonalProvider {
+	return &hp.BaseSeasonalProvider
+}
+
+// NewHourlyProvider now uses the generic option type
+func NewHourlyProvider(opts ...GenericProviderOption[*HourlyProvider]) *HourlyProvider {
+	hp := &HourlyProvider{
+		BaseSeasonalProvider: BaseSeasonalProvider{},
+	}
+
+	for _, opt := range opts {
+		opt(hp)
+	}
+
+	hp.querierV2 = querierV2.NewQuerier(querierV2.QuerierOptions{
+		Reader:        hp.reader,
+		Cache:         hp.cache,
+		KeyGenerator:  queryBuilder.NewKeyGenerator(),
+		FluxInterval:  hp.fluxInterval,
+		FeatureLookup: hp.ff,
+	})
+
+	return hp
+}
+
+func (p *HourlyProvider) GetAnomalies(ctx context.Context, req *GetAnomaliesRequest) (*GetAnomaliesResponse, error) {
+	req.Seasonality = SeasonalityHourly
+	return p.getAnomalies(ctx, req)
+}

ee/query-service/anomaly/params.go

@@ -0,0 +1,248 @@
+package anomaly
+
+import (
+	"math"
+	"time"
+
+	"go.signoz.io/signoz/pkg/query-service/common"
+	v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
+)
+
+type Seasonality string
+
+const (
+	SeasonalityHourly Seasonality = "hourly"
+	SeasonalityDaily  Seasonality = "daily"
+	SeasonalityWeekly Seasonality = "weekly"
+)
+
+func (s Seasonality) String() string {
+	return string(s)
+}
+
+var (
+	oneWeekOffset = 24 * 7 * time.Hour.Milliseconds()
+	oneDayOffset  = 24 * time.Hour.Milliseconds()
+	oneHourOffset = time.Hour.Milliseconds()
+	fiveMinOffset = 5 * time.Minute.Milliseconds()
+)
+
+func (s Seasonality) IsValid() bool {
+	switch s {
+	case SeasonalityHourly, SeasonalityDaily, SeasonalityWeekly:
+		return true
+	default:
+		return false
+	}
+}
+
+type GetAnomaliesRequest struct {
+	Params      *v3.QueryRangeParamsV3
+	Seasonality Seasonality
+}
+
+type GetAnomaliesResponse struct {
+	Results []*v3.Result
+}
+
+// anomalyParams is the params for anomaly detection
+// prediction = avg(past_period_query) + avg(current_season_query) - mean(past_season_query, past2_season_query, past3_season_query)
+//
+//	                  ^                                  ^
+//		              |                                  |
+//			(rounded value for past peiod)    +      (seasonal growth)
+//
+// score = abs(value - prediction) / stddev (current_season_query)
+type anomalyQueryParams struct {
+	// CurrentPeriodQuery is the query range params for period user is looking at or eval window
+	// Example: (now-5m, now), (now-30m, now), (now-1h, now)
+	// The results obtained from this query are used to compare with predicted values
+	// and to detect anomalies
+	CurrentPeriodQuery *v3.QueryRangeParamsV3
+	// PastPeriodQuery is the query range params for past seasonal period
+	// Example: For weekly seasonality, (now-1w-5m, now-1w)
+	//        : For daily seasonality, (now-1d-5m, now-1d)
+	//        : For hourly seasonality, (now-1h-5m, now-1h)
+	PastPeriodQuery *v3.QueryRangeParamsV3
+	// CurrentSeasonQuery is the query range params for current period (seasonal)
+	// Example: For weekly seasonality, this is the query range params for the (now-1w-5m, now)
+	//        : For daily seasonality, this is the query range params for the (now-1d-5m, now)
+	//        : For hourly seasonality, this is the query range params for the (now-1h-5m, now)
+	CurrentSeasonQuery *v3.QueryRangeParamsV3
+	// PastSeasonQuery is the query range params for past seasonal period to the current season
+	// Example: For weekly seasonality, this is the query range params for the (now-2w-5m, now-1w)
+	//        : For daily seasonality, this is the query range params for the (now-2d-5m, now-1d)
+	//        : For hourly seasonality, this is the query range params for the (now-2h-5m, now-1h)
+	PastSeasonQuery *v3.QueryRangeParamsV3
+
+	// Past2SeasonQuery is the query range params for past 2 seasonal period to the current season
+	// Example: For weekly seasonality, this is the query range params for the (now-3w-5m, now-2w)
+	//        : For daily seasonality, this is the query range params for the (now-3d-5m, now-2d)
+	//        : For hourly seasonality, this is the query range params for the (now-3h-5m, now-2h)
+	Past2SeasonQuery *v3.QueryRangeParamsV3
+	// Past3SeasonQuery is the query range params for past 3 seasonal period to the current season
+	// Example: For weekly seasonality, this is the query range params for the (now-4w-5m, now-3w)
+	//        : For daily seasonality, this is the query range params for the (now-4d-5m, now-3d)
+	//        : For hourly seasonality, this is the query range params for the (now-4h-5m, now-3h)
+	Past3SeasonQuery *v3.QueryRangeParamsV3
+}
+
+func updateStepInterval(req *v3.QueryRangeParamsV3) {
+	start := req.Start
+	end := req.End
+
+	req.Step = int64(math.Max(float64(common.MinAllowedStepInterval(start, end)), 60))
+	for _, q := range req.CompositeQuery.BuilderQueries {
+		// If the step interval is less than the minimum allowed step interval, set it to the minimum allowed step interval
+		if minStep := common.MinAllowedStepInterval(start, end); q.StepInterval < minStep {
+			q.StepInterval = minStep
+		}
+	}
+}
+
+func prepareAnomalyQueryParams(req *v3.QueryRangeParamsV3, seasonality Seasonality) *anomalyQueryParams {
+	start := req.Start
+	end := req.End
+
+	currentPeriodQuery := &v3.QueryRangeParamsV3{
+		Start:          start,
+		End:            end,
+		CompositeQuery: req.CompositeQuery.Clone(),
+		Variables:      make(map[string]interface{}, 0),
+		NoCache:        false,
+	}
+	updateStepInterval(currentPeriodQuery)
+
+	var pastPeriodStart, pastPeriodEnd int64
+
+	switch seasonality {
+	// for one week period, we fetch the data from the past week with 5 min offset
+	case SeasonalityWeekly:
+		pastPeriodStart = start - oneWeekOffset - fiveMinOffset
+		pastPeriodEnd = end - oneWeekOffset
+	// for one day period, we fetch the data from the past day with 5 min offset
+	case SeasonalityDaily:
+		pastPeriodStart = start - oneDayOffset - fiveMinOffset
+		pastPeriodEnd = end - oneDayOffset
+	// for one hour period, we fetch the data from the past hour with 5 min offset
+	case SeasonalityHourly:
+		pastPeriodStart = start - oneHourOffset - fiveMinOffset
+		pastPeriodEnd = end - oneHourOffset
+	}
+
+	pastPeriodQuery := &v3.QueryRangeParamsV3{
+		Start:          pastPeriodStart,
+		End:            pastPeriodEnd,
+		CompositeQuery: req.CompositeQuery.Clone(),
+		Variables:      make(map[string]interface{}, 0),
+		NoCache:        false,
+	}
+	updateStepInterval(pastPeriodQuery)
+
+	// seasonality growth trend
+	var currentGrowthPeriodStart, currentGrowthPeriodEnd int64
+	switch seasonality {
+	case SeasonalityWeekly:
+		currentGrowthPeriodStart = start - oneWeekOffset
+		currentGrowthPeriodEnd = end
+	case SeasonalityDaily:
+		currentGrowthPeriodStart = start - oneDayOffset
+		currentGrowthPeriodEnd = end
+	case SeasonalityHourly:
+		currentGrowthPeriodStart = start - oneHourOffset
+		currentGrowthPeriodEnd = end
+	}
+
+	currentGrowthQuery := &v3.QueryRangeParamsV3{
+		Start:          currentGrowthPeriodStart,
+		End:            currentGrowthPeriodEnd,
+		CompositeQuery: req.CompositeQuery.Clone(),
+		Variables:      make(map[string]interface{}, 0),
+		NoCache:        false,
+	}
+	updateStepInterval(currentGrowthQuery)
+
+	var pastGrowthPeriodStart, pastGrowthPeriodEnd int64
+	switch seasonality {
+	case SeasonalityWeekly:
+		pastGrowthPeriodStart = start - 2*oneWeekOffset
+		pastGrowthPeriodEnd = start - 1*oneWeekOffset
+	case SeasonalityDaily:
+		pastGrowthPeriodStart = start - 2*oneDayOffset
+		pastGrowthPeriodEnd = start - 1*oneDayOffset
+	case SeasonalityHourly:
+		pastGrowthPeriodStart = start - 2*oneHourOffset
+		pastGrowthPeriodEnd = start - 1*oneHourOffset
+	}
+
+	pastGrowthQuery := &v3.QueryRangeParamsV3{
+		Start:          pastGrowthPeriodStart,
+		End:            pastGrowthPeriodEnd,
+		CompositeQuery: req.CompositeQuery.Clone(),
+		Variables:      make(map[string]interface{}, 0),
+		NoCache:        false,
+	}
+	updateStepInterval(pastGrowthQuery)
+
+	var past2GrowthPeriodStart, past2GrowthPeriodEnd int64
+	switch seasonality {
+	case SeasonalityWeekly:
+		past2GrowthPeriodStart = start - 3*oneWeekOffset
+		past2GrowthPeriodEnd = start - 2*oneWeekOffset
+	case SeasonalityDaily:
+		past2GrowthPeriodStart = start - 3*oneDayOffset
+		past2GrowthPeriodEnd = start - 2*oneDayOffset
+	case SeasonalityHourly:
+		past2GrowthPeriodStart = start - 3*oneHourOffset
+		past2GrowthPeriodEnd = start - 2*oneHourOffset
+	}
+
+	past2GrowthQuery := &v3.QueryRangeParamsV3{
+		Start:          past2GrowthPeriodStart,
+		End:            past2GrowthPeriodEnd,
+		CompositeQuery: req.CompositeQuery.Clone(),
+		Variables:      make(map[string]interface{}, 0),
+		NoCache:        false,
+	}
+	updateStepInterval(past2GrowthQuery)
+
+	var past3GrowthPeriodStart, past3GrowthPeriodEnd int64
+	switch seasonality {
+	case SeasonalityWeekly:
+		past3GrowthPeriodStart = start - 4*oneWeekOffset
+		past3GrowthPeriodEnd = start - 3*oneWeekOffset
+	case SeasonalityDaily:
+		past3GrowthPeriodStart = start - 4*oneDayOffset
+		past3GrowthPeriodEnd = start - 3*oneDayOffset
+	case SeasonalityHourly:
+		past3GrowthPeriodStart = start - 4*oneHourOffset
+		past3GrowthPeriodEnd = start - 3*oneHourOffset
+	}
+
+	past3GrowthQuery := &v3.QueryRangeParamsV3{
+		Start:          past3GrowthPeriodStart,
+		End:            past3GrowthPeriodEnd,
+		CompositeQuery: req.CompositeQuery.Clone(),
+		Variables:      make(map[string]interface{}, 0),
+		NoCache:        false,
+	}
+	updateStepInterval(past3GrowthQuery)
+
+	return &anomalyQueryParams{
+		CurrentPeriodQuery: currentPeriodQuery,
+		PastPeriodQuery:    pastPeriodQuery,
+		CurrentSeasonQuery: currentGrowthQuery,
+		PastSeasonQuery:    pastGrowthQuery,
+		Past2SeasonQuery:   past2GrowthQuery,
+		Past3SeasonQuery:   past3GrowthQuery,
+	}
+}
+
+type anomalyQueryResults struct {
+	CurrentPeriodResults []*v3.Result
+	PastPeriodResults    []*v3.Result
+	CurrentSeasonResults []*v3.Result
+	PastSeasonResults    []*v3.Result
+	Past2SeasonResults   []*v3.Result
+	Past3SeasonResults   []*v3.Result
+}

ee/query-service/anomaly/provider.go

@@ -0,0 +1,9 @@
+package anomaly
+
+import (
+	"context"
+)
+
+type Provider interface {
+	GetAnomalies(ctx context.Context, req *GetAnomaliesRequest) (*GetAnomaliesResponse, error)
+}

ee/query-service/anomaly/seasonal.go

@@ -0,0 +1,466 @@
+package anomaly
+
+import (
+	"context"
+	"math"
+	"time"
+
+	"go.signoz.io/signoz/pkg/query-service/cache"
+	"go.signoz.io/signoz/pkg/query-service/interfaces"
+	v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
+	"go.signoz.io/signoz/pkg/query-service/postprocess"
+	"go.signoz.io/signoz/pkg/query-service/utils/labels"
+	"go.uber.org/zap"
+)
+
+var (
+	// TODO(srikanthccv): make this configurable?
+	movingAvgWindowSize = 7
+)
+
+// BaseProvider is an interface that includes common methods for all provider types
+type BaseProvider interface {
+	GetBaseSeasonalProvider() *BaseSeasonalProvider
+}
+
+// GenericProviderOption is a generic type for provider options
+type GenericProviderOption[T BaseProvider] func(T)
+
+func WithCache[T BaseProvider](cache cache.Cache) GenericProviderOption[T] {
+	return func(p T) {
+		p.GetBaseSeasonalProvider().cache = cache
+	}
+}
+
+func WithKeyGenerator[T BaseProvider](keyGenerator cache.KeyGenerator) GenericProviderOption[T] {
+	return func(p T) {
+		p.GetBaseSeasonalProvider().keyGenerator = keyGenerator
+	}
+}
+
+func WithFeatureLookup[T BaseProvider](ff interfaces.FeatureLookup) GenericProviderOption[T] {
+	return func(p T) {
+		p.GetBaseSeasonalProvider().ff = ff
+	}
+}
+
+func WithReader[T BaseProvider](reader interfaces.Reader) GenericProviderOption[T] {
+	return func(p T) {
+		p.GetBaseSeasonalProvider().reader = reader
+	}
+}
+
+type BaseSeasonalProvider struct {
+	querierV2    interfaces.Querier
+	reader       interfaces.Reader
+	fluxInterval time.Duration
+	cache        cache.Cache
+	keyGenerator cache.KeyGenerator
+	ff           interfaces.FeatureLookup
+}
+
+func (p *BaseSeasonalProvider) getQueryParams(req *GetAnomaliesRequest) *anomalyQueryParams {
+	if !req.Seasonality.IsValid() {
+		req.Seasonality = SeasonalityDaily
+	}
+	return prepareAnomalyQueryParams(req.Params, req.Seasonality)
+}
+
+func (p *BaseSeasonalProvider) getResults(ctx context.Context, params *anomalyQueryParams) (*anomalyQueryResults, error) {
+	zap.L().Info("fetching results for current period", zap.Any("currentPeriodQuery", params.CurrentPeriodQuery))
+	currentPeriodResults, _, err := p.querierV2.QueryRange(ctx, params.CurrentPeriodQuery)
+	if err != nil {
+		return nil, err
+	}
+
+	currentPeriodResults, err = postprocess.PostProcessResult(currentPeriodResults, params.CurrentPeriodQuery)
+	if err != nil {
+		return nil, err
+	}
+
+	zap.L().Info("fetching results for past period", zap.Any("pastPeriodQuery", params.PastPeriodQuery))
+	pastPeriodResults, _, err := p.querierV2.QueryRange(ctx, params.PastPeriodQuery)
+	if err != nil {
+		return nil, err
+	}
+
+	pastPeriodResults, err = postprocess.PostProcessResult(pastPeriodResults, params.PastPeriodQuery)
+	if err != nil {
+		return nil, err
+	}
+
+	zap.L().Info("fetching results for current season", zap.Any("currentSeasonQuery", params.CurrentSeasonQuery))
+	currentSeasonResults, _, err := p.querierV2.QueryRange(ctx, params.CurrentSeasonQuery)
+	if err != nil {
+		return nil, err
+	}
+
+	currentSeasonResults, err = postprocess.PostProcessResult(currentSeasonResults, params.CurrentSeasonQuery)
+	if err != nil {
+		return nil, err
+	}
+
+	zap.L().Info("fetching results for past season", zap.Any("pastSeasonQuery", params.PastSeasonQuery))
+	pastSeasonResults, _, err := p.querierV2.QueryRange(ctx, params.PastSeasonQuery)
+	if err != nil {
+		return nil, err
+	}
+
+	pastSeasonResults, err = postprocess.PostProcessResult(pastSeasonResults, params.PastSeasonQuery)
+	if err != nil {
+		return nil, err
+	}
+
+	zap.L().Info("fetching results for past 2 season", zap.Any("past2SeasonQuery", params.Past2SeasonQuery))
+	past2SeasonResults, _, err := p.querierV2.QueryRange(ctx, params.Past2SeasonQuery)
+	if err != nil {
+		return nil, err
+	}
+
+	past2SeasonResults, err = postprocess.PostProcessResult(past2SeasonResults, params.Past2SeasonQuery)
+	if err != nil {
+		return nil, err
+	}
+
+	zap.L().Info("fetching results for past 3 season", zap.Any("past3SeasonQuery", params.Past3SeasonQuery))
+	past3SeasonResults, _, err := p.querierV2.QueryRange(ctx, params.Past3SeasonQuery)
+	if err != nil {
+		return nil, err
+	}
+
+	past3SeasonResults, err = postprocess.PostProcessResult(past3SeasonResults, params.Past3SeasonQuery)
+	if err != nil {
+		return nil, err
+	}
+
+	return &anomalyQueryResults{
+		CurrentPeriodResults: currentPeriodResults,
+		PastPeriodResults:    pastPeriodResults,
+		CurrentSeasonResults: currentSeasonResults,
+		PastSeasonResults:    pastSeasonResults,
+		Past2SeasonResults:   past2SeasonResults,
+		Past3SeasonResults:   past3SeasonResults,
+	}, nil
+}
+
+// getMatchingSeries gets the matching series from the query result
+// for the given series
+func (p *BaseSeasonalProvider) getMatchingSeries(queryResult *v3.Result, series *v3.Series) *v3.Series {
+	if queryResult == nil || len(queryResult.Series) == 0 {
+		return nil
+	}
+
+	for _, curr := range queryResult.Series {
+		currLabels := labels.FromMap(curr.Labels)
+		seriesLabels := labels.FromMap(series.Labels)
+		if currLabels.Hash() == seriesLabels.Hash() {
+			return curr
+		}
+	}
+	return nil
+}
+
+func (p *BaseSeasonalProvider) getAvg(series *v3.Series) float64 {
+	if series == nil || len(series.Points) == 0 {
+		return 0
+	}
+	var sum float64
+	for _, smpl := range series.Points {
+		sum += smpl.Value
+	}
+	return sum / float64(len(series.Points))
+}
+
+func (p *BaseSeasonalProvider) getStdDev(series *v3.Series) float64 {
+	if series == nil || len(series.Points) == 0 {
+		return 0
+	}
+	avg := p.getAvg(series)
+	var sum float64
+	for _, smpl := range series.Points {
+		sum += math.Pow(smpl.Value-avg, 2)
+	}
+	return math.Sqrt(sum / float64(len(series.Points)))
+}
+
+// getMovingAvg gets the moving average for the given series
+// for the given window size and start index
+func (p *BaseSeasonalProvider) getMovingAvg(series *v3.Series, movingAvgWindowSize, startIdx int) float64 {
+	if series == nil || len(series.Points) == 0 {
+		return 0
+	}
+	if startIdx >= len(series.Points)-movingAvgWindowSize {
+		startIdx = int(math.Max(0, float64(len(series.Points)-movingAvgWindowSize)))
+	}
+	var sum float64
+	points := series.Points[startIdx:]
+	for i := 0; i < movingAvgWindowSize && i < len(points); i++ {
+		sum += points[i].Value
+	}
+	avg := sum / float64(movingAvgWindowSize)
+	return avg
+}
+
+func (p *BaseSeasonalProvider) getMean(floats ...float64) float64 {
+	if len(floats) == 0 {
+		return 0
+	}
+	var sum float64
+	for _, f := range floats {
+		sum += f
+	}
+	return sum / float64(len(floats))
+}
+
+func (p *BaseSeasonalProvider) getPredictedSeries(
+	series, prevSeries, currentSeasonSeries, pastSeasonSeries, past2SeasonSeries, past3SeasonSeries *v3.Series,
+) *v3.Series {
+	predictedSeries := &v3.Series{
+		Labels:      series.Labels,
+		LabelsArray: series.LabelsArray,
+		Points:      []v3.Point{},
+	}
+
+	// for each point in the series, get the predicted value
+	// the predicted value is the moving average (with window size = 7) of the previous period series
+	// plus the average of the current season series
+	// minus the mean of the past season series, past2 season series and past3 season series
+	for idx, curr := range series.Points {
+		predictedValue :=
+			p.getMovingAvg(prevSeries, movingAvgWindowSize, idx) +
+				p.getAvg(currentSeasonSeries) -
+				p.getMean(p.getAvg(pastSeasonSeries), p.getAvg(past2SeasonSeries), p.getAvg(past3SeasonSeries))
+
+		if predictedValue < 0 {
+			predictedValue = p.getMovingAvg(prevSeries, movingAvgWindowSize, idx)
+		}
+
+		zap.L().Info("predictedSeries",
+			zap.Float64("movingAvg", p.getMovingAvg(prevSeries, movingAvgWindowSize, idx)),
+			zap.Float64("avg", p.getAvg(currentSeasonSeries)),
+			zap.Float64("mean", p.getMean(p.getAvg(pastSeasonSeries), p.getAvg(past2SeasonSeries), p.getAvg(past3SeasonSeries))),
+			zap.Any("labels", series.Labels),
+			zap.Float64("predictedValue", predictedValue),
+		)
+		predictedSeries.Points = append(predictedSeries.Points, v3.Point{
+			Timestamp: curr.Timestamp,
+			Value:     predictedValue,
+		})
+	}
+
+	return predictedSeries
+}
+
+// getBounds gets the upper and lower bounds for the given series
+// for the given z score threshold
+// moving avg of the previous period series + z score threshold * std dev of the series
+// moving avg of the previous period series - z score threshold * std dev of the series
+func (p *BaseSeasonalProvider) getBounds(
+	series, predictedSeries *v3.Series,
+	zScoreThreshold float64,
+) (*v3.Series, *v3.Series) {
+	upperBoundSeries := &v3.Series{
+		Labels:      series.Labels,
+		LabelsArray: series.LabelsArray,
+		Points:      []v3.Point{},
+	}
+
+	lowerBoundSeries := &v3.Series{
+		Labels:      series.Labels,
+		LabelsArray: series.LabelsArray,
+		Points:      []v3.Point{},
+	}
+
+	for idx, curr := range series.Points {
+		upperBound := p.getMovingAvg(predictedSeries, movingAvgWindowSize, idx) + zScoreThreshold*p.getStdDev(series)
+		lowerBound := p.getMovingAvg(predictedSeries, movingAvgWindowSize, idx) - zScoreThreshold*p.getStdDev(series)
+		upperBoundSeries.Points = append(upperBoundSeries.Points, v3.Point{
+			Timestamp: curr.Timestamp,
+			Value:     upperBound,
+		})
+		lowerBoundSeries.Points = append(lowerBoundSeries.Points, v3.Point{
+			Timestamp: curr.Timestamp,
+			Value:     math.Max(lowerBound, 0),
+		})
+	}
+
+	return upperBoundSeries, lowerBoundSeries
+}
+
+// getExpectedValue gets the expected value for the given series
+// for the given index
+// prevSeriesAvg + currentSeasonSeriesAvg - mean of past season series, past2 season series and past3 season series
+func (p *BaseSeasonalProvider) getExpectedValue(
+	_, prevSeries, currentSeasonSeries, pastSeasonSeries, past2SeasonSeries, past3SeasonSeries *v3.Series, idx int,
+) float64 {
+	prevSeriesAvg := p.getMovingAvg(prevSeries, movingAvgWindowSize, idx)
+	currentSeasonSeriesAvg := p.getAvg(currentSeasonSeries)
+	pastSeasonSeriesAvg := p.getAvg(pastSeasonSeries)
+	past2SeasonSeriesAvg := p.getAvg(past2SeasonSeries)
+	past3SeasonSeriesAvg := p.getAvg(past3SeasonSeries)
+	return prevSeriesAvg + currentSeasonSeriesAvg - p.getMean(pastSeasonSeriesAvg, past2SeasonSeriesAvg, past3SeasonSeriesAvg)
+}
+
+// getScore gets the anomaly score for the given series
+// for the given index
+// (value - expectedValue) / std dev of the series
+func (p *BaseSeasonalProvider) getScore(
+	series, prevSeries, weekSeries, weekPrevSeries, past2SeasonSeries, past3SeasonSeries *v3.Series, value float64, idx int,
+) float64 {
+	expectedValue := p.getExpectedValue(series, prevSeries, weekSeries, weekPrevSeries, past2SeasonSeries, past3SeasonSeries, idx)
+	return (value - expectedValue) / p.getStdDev(weekSeries)
+}
+
+// getAnomalyScores gets the anomaly scores for the given series
+// for the given index
+// (value - expectedValue) / std dev of the series
+func (p *BaseSeasonalProvider) getAnomalyScores(
+	series, prevSeries, currentSeasonSeries, pastSeasonSeries, past2SeasonSeries, past3SeasonSeries *v3.Series,
+) *v3.Series {
+	anomalyScoreSeries := &v3.Series{
+		Labels:      series.Labels,
+		LabelsArray: series.LabelsArray,
+		Points:      []v3.Point{},
+	}
+
+	for idx, curr := range series.Points {
+		anomalyScore := p.getScore(series, prevSeries, currentSeasonSeries, pastSeasonSeries, past2SeasonSeries, past3SeasonSeries, curr.Value, idx)
+		anomalyScoreSeries.Points = append(anomalyScoreSeries.Points, v3.Point{
+			Timestamp: curr.Timestamp,
+			Value:     anomalyScore,
+		})
+	}
+
+	return anomalyScoreSeries
+}
+
+func (p *BaseSeasonalProvider) getAnomalies(ctx context.Context, req *GetAnomaliesRequest) (*GetAnomaliesResponse, error) {
+	anomalyParams := p.getQueryParams(req)
+	anomalyQueryResults, err := p.getResults(ctx, anomalyParams)
+	if err != nil {
+		return nil, err
+	}
+
+	currentPeriodResultsMap := make(map[string]*v3.Result)
+	for _, result := range anomalyQueryResults.CurrentPeriodResults {
+		currentPeriodResultsMap[result.QueryName] = result
+	}
+
+	pastPeriodResultsMap := make(map[string]*v3.Result)
+	for _, result := range anomalyQueryResults.PastPeriodResults {
+		pastPeriodResultsMap[result.QueryName] = result
+	}
+
+	currentSeasonResultsMap := make(map[string]*v3.Result)
+	for _, result := range anomalyQueryResults.CurrentSeasonResults {
+		currentSeasonResultsMap[result.QueryName] = result
+	}
+
+	pastSeasonResultsMap := make(map[string]*v3.Result)
+	for _, result := range anomalyQueryResults.PastSeasonResults {
+		pastSeasonResultsMap[result.QueryName] = result
+	}
+
+	past2SeasonResultsMap := make(map[string]*v3.Result)
+	for _, result := range anomalyQueryResults.Past2SeasonResults {
+		past2SeasonResultsMap[result.QueryName] = result
+	}
+
+	past3SeasonResultsMap := make(map[string]*v3.Result)
+	for _, result := range anomalyQueryResults.Past3SeasonResults {
+		past3SeasonResultsMap[result.QueryName] = result
+	}
+
+	for _, result := range currentPeriodResultsMap {
+		funcs := req.Params.CompositeQuery.BuilderQueries[result.QueryName].Functions
+
+		var zScoreThreshold float64
+		for _, f := range funcs {
+			if f.Name == v3.FunctionNameAnomaly {
+				value, ok := f.NamedArgs["z_score_threshold"]
+				if ok {
+					zScoreThreshold = value.(float64)
+				} else {
+					zScoreThreshold = 3
+				}
+				break
+			}
+		}
+
+		pastPeriodResult, ok := pastPeriodResultsMap[result.QueryName]
+		if !ok {
+			continue
+		}
+		currentSeasonResult, ok := currentSeasonResultsMap[result.QueryName]
+		if !ok {
+			continue
+		}
+		pastSeasonResult, ok := pastSeasonResultsMap[result.QueryName]
+		if !ok {
+			continue
+		}
+		past2SeasonResult, ok := past2SeasonResultsMap[result.QueryName]
+		if !ok {
+			continue
+		}
+		past3SeasonResult, ok := past3SeasonResultsMap[result.QueryName]
+		if !ok {
+			continue
+		}
+
+		for _, series := range result.Series {
+			stdDev := p.getStdDev(series)
+			zap.L().Info("stdDev", zap.Float64("stdDev", stdDev), zap.Any("labels", series.Labels))
+
+			pastPeriodSeries := p.getMatchingSeries(pastPeriodResult, series)
+			currentSeasonSeries := p.getMatchingSeries(currentSeasonResult, series)
+			pastSeasonSeries := p.getMatchingSeries(pastSeasonResult, series)
+			past2SeasonSeries := p.getMatchingSeries(past2SeasonResult, series)
+			past3SeasonSeries := p.getMatchingSeries(past3SeasonResult, series)
+
+			prevSeriesAvg := p.getAvg(pastPeriodSeries)
+			currentSeasonSeriesAvg := p.getAvg(currentSeasonSeries)
+			pastSeasonSeriesAvg := p.getAvg(pastSeasonSeries)
+			past2SeasonSeriesAvg := p.getAvg(past2SeasonSeries)
+			past3SeasonSeriesAvg := p.getAvg(past3SeasonSeries)
+			zap.L().Info("getAvg", zap.Float64("prevSeriesAvg", prevSeriesAvg), zap.Float64("currentSeasonSeriesAvg", currentSeasonSeriesAvg), zap.Float64("pastSeasonSeriesAvg", pastSeasonSeriesAvg), zap.Float64("past2SeasonSeriesAvg", past2SeasonSeriesAvg), zap.Float64("past3SeasonSeriesAvg", past3SeasonSeriesAvg), zap.Any("labels", series.Labels))
+
+			predictedSeries := p.getPredictedSeries(
+				series,
+				pastPeriodSeries,
+				currentSeasonSeries,
+				pastSeasonSeries,
+				past2SeasonSeries,
+				past3SeasonSeries,
+			)
+			result.PredictedSeries = append(result.PredictedSeries, predictedSeries)
+
+			upperBoundSeries, lowerBoundSeries := p.getBounds(
+				series,
+				predictedSeries,
+				zScoreThreshold,
+			)
+			result.UpperBoundSeries = append(result.UpperBoundSeries, upperBoundSeries)
+			result.LowerBoundSeries = append(result.LowerBoundSeries, lowerBoundSeries)
+
+			anomalyScoreSeries := p.getAnomalyScores(
+				series,
+				pastPeriodSeries,
+				currentSeasonSeries,
+				pastSeasonSeries,
+				past2SeasonSeries,
+				past3SeasonSeries,
+			)
+			result.AnomalyScores = append(result.AnomalyScores, anomalyScoreSeries)
+		}
+	}
+
+	results := make([]*v3.Result, 0, len(currentPeriodResultsMap))
+	for _, result := range currentPeriodResultsMap {
+		results = append(results, result)
+	}
+
+	return &GetAnomaliesResponse{
+		Results: results,
+	}, nil
+}

ee/query-service/anomaly/weekly.go

@@ -0,0 +1,43 @@
+package anomaly
+
+import (
+	"context"
+
+	querierV2 "go.signoz.io/signoz/pkg/query-service/app/querier/v2"
+	"go.signoz.io/signoz/pkg/query-service/app/queryBuilder"
+)
+
+type WeeklyProvider struct {
+	BaseSeasonalProvider
+}
+
+var _ BaseProvider = (*WeeklyProvider)(nil)
+
+func (wp *WeeklyProvider) GetBaseSeasonalProvider() *BaseSeasonalProvider {
+	return &wp.BaseSeasonalProvider
+}
+
+func NewWeeklyProvider(opts ...GenericProviderOption[*WeeklyProvider]) *WeeklyProvider {
+	wp := &WeeklyProvider{
+		BaseSeasonalProvider: BaseSeasonalProvider{},
+	}
+
+	for _, opt := range opts {
+		opt(wp)
+	}
+
+	wp.querierV2 = querierV2.NewQuerier(querierV2.QuerierOptions{
+		Reader:        wp.reader,
+		Cache:         wp.cache,
+		KeyGenerator:  queryBuilder.NewKeyGenerator(),
+		FluxInterval:  wp.fluxInterval,
+		FeatureLookup: wp.ff,
+	})
+
+	return wp
+}
+
+func (p *WeeklyProvider) GetAnomalies(ctx context.Context, req *GetAnomaliesRequest) (*GetAnomaliesResponse, error) {
+	req.Seasonality = SeasonalityWeekly
+	return p.getAnomalies(ctx, req)
+}

ee/query-service/app/api/api.go

@@ -2,10 +2,12 @@ package api
 
 import (
 	"net/http"
+	"net/http/httputil"
 	"time"
 
 	"github.com/gorilla/mux"
 	"go.signoz.io/signoz/ee/query-service/dao"
+	"go.signoz.io/signoz/ee/query-service/integrations/gateway"
 	"go.signoz.io/signoz/ee/query-service/interfaces"
 	"go.signoz.io/signoz/ee/query-service/license"
 	"go.signoz.io/signoz/ee/query-service/usage"
@@ -22,7 +24,6 @@ import (
 type APIHandlerOptions struct {
 	DataConnector                 interfaces.DataConnector
 	SkipConfig                    *basemodel.SkipConfig
-	PreferDelta                   bool
 	PreferSpanMetrics             bool
 	MaxIdleConns                  int
 	MaxOpenConns                  int
@@ -35,8 +36,10 @@ type APIHandlerOptions struct {
 	IntegrationsController        *integrations.Controller
 	LogsParsingPipelineController *logparsingpipeline.LogParsingPipelineController
 	Cache                         cache.Cache
+	Gateway                       *httputil.ReverseProxy
 	// Querier Influx Interval
-	FluxInterval time.Duration
+	FluxInterval     time.Duration
+	UseLogsNewSchema bool
 }
 
 type APIHandler struct {
@@ -50,7 +53,6 @@ func NewAPIHandler(opts APIHandlerOptions) (*APIHandler, error) {
 	baseHandler, err := baseapp.NewAPIHandler(baseapp.APIHandlerOpts{
 		Reader:                        opts.DataConnector,
 		SkipConfig:                    opts.SkipConfig,
-		PerferDelta:                   opts.PreferDelta,
 		PreferSpanMetrics:             opts.PreferSpanMetrics,
 		MaxIdleConns:                  opts.MaxIdleConns,
 		MaxOpenConns:                  opts.MaxOpenConns,
@@ -62,6 +64,7 @@ func NewAPIHandler(opts APIHandlerOptions) (*APIHandler, error) {
 		LogsParsingPipelineController: opts.LogsParsingPipelineController,
 		Cache:                         opts.Cache,
 		FluxInterval:                  opts.FluxInterval,
+		UseLogsNewSchema:              opts.UseLogsNewSchema,
 	})
 
 	if err != nil {
@@ -95,6 +98,10 @@ func (ah *APIHandler) AppDao() dao.ModelDao {
 	return ah.opts.AppDao
 }
 
+func (ah *APIHandler) Gateway() *httputil.ReverseProxy {
+	return ah.opts.Gateway
+}
+
 func (ah *APIHandler) CheckFeature(f string) bool {
 	err := ah.FF().CheckFeature(f)
 	return err == nil
@@ -170,6 +177,11 @@ func (ah *APIHandler) RegisterRoutes(router *mux.Router, am *baseapp.AuthMiddlew
 		am.ViewAccess(ah.listLicensesV2)).
 		Methods(http.MethodGet)
 
+	router.HandleFunc("/api/v4/query_range", am.ViewAccess(ah.queryRangeV4)).Methods(http.MethodPost)
+
+	// Gateway
+	router.PathPrefix(gateway.RoutePrefix).HandlerFunc(am.AdminAccess(ah.ServeGatewayHTTP))
+
 	ah.APIHandler.RegisterRoutes(router, am)
 
 }

ee/query-service/app/api/auth.go

@@ -14,7 +14,6 @@ import (
 
 	"go.signoz.io/signoz/ee/query-service/constants"
 	"go.signoz.io/signoz/ee/query-service/model"
-	"go.signoz.io/signoz/pkg/query-service/auth"
 	baseauth "go.signoz.io/signoz/pkg/query-service/auth"
 	basemodel "go.signoz.io/signoz/pkg/query-service/model"
 )
@@ -51,7 +50,7 @@ func (ah *APIHandler) loginUser(w http.ResponseWriter, r *http.Request) {
 	}
 
 	// if all looks good, call auth
-	resp, err := auth.Login(ctx, &req)
+	resp, err := baseauth.Login(ctx, &req)
 	if ah.HandleError(w, err, http.StatusUnauthorized) {
 		return
 	}
@@ -130,7 +129,7 @@ func (ah *APIHandler) registerUser(w http.ResponseWriter, r *http.Request) {
 
 	} else {
 		// no-sso, validate password
-		if err := auth.ValidatePassword(req.Password); err != nil {
+		if err := baseauth.ValidatePassword(req.Password); err != nil {
 			RespondError(w, model.InternalError(fmt.Errorf("password is not in a valid format")), nil)
 			return
 		}
@@ -241,6 +240,11 @@ func (ah *APIHandler) receiveGoogleAuth(w http.ResponseWriter, r *http.Request)
 	// prepare google callback handler using parsedState -
 	// which contains redirect URL (front-end endpoint)
 	callbackHandler, err := domain.PrepareGoogleOAuthProvider(parsedState)
+	if err != nil {
+		zap.L().Error("[receiveGoogleAuth] failed to prepare google oauth provider", zap.String("domain", domain.String()), zap.Error(err))
+		handleSsoError(w, r, redirectUri)
+		return
+	}
 
 	identity, err := callbackHandler.HandleCallback(r)
 	if err != nil {

ee/query-service/app/api/dashboard.go

@@ -1,12 +1,15 @@
 package api
 
 import (
+	"errors"
+	"net/http"
+	"strings"
+
 	"github.com/gorilla/mux"
 	"go.signoz.io/signoz/pkg/query-service/app/dashboards"
 	"go.signoz.io/signoz/pkg/query-service/auth"
 	"go.signoz.io/signoz/pkg/query-service/common"
 	"go.signoz.io/signoz/pkg/query-service/model"
-	"net/http"
 )
 
 func (ah *APIHandler) lockDashboard(w http.ResponseWriter, r *http.Request) {
@@ -28,6 +31,10 @@ func (ah *APIHandler) lockUnlockDashboard(w http.ResponseWriter, r *http.Request
 
 	// Get the dashboard UUID from the request
 	uuid := mux.Vars(r)["uuid"]
+	if strings.HasPrefix(uuid,"integration") {
+		RespondError(w, &model.ApiError{Typ: model.ErrorForbidden, Err: errors.New("dashboards created by integrations cannot be unlocked")}, "You are not authorized to lock/unlock this dashboard")
+		return 
+	}
 	dashboard, err := dashboards.GetDashboard(r.Context(), uuid)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, err.Error())

ee/query-service/app/api/featureFlags.go

@@ -1,17 +1,48 @@
 package api
 
 import (
+	"encoding/json"
+	"errors"
+	"fmt"
+	"io"
 	"net/http"
+	"time"
 
+	"go.signoz.io/signoz/ee/query-service/constants"
 	basemodel "go.signoz.io/signoz/pkg/query-service/model"
+	"go.uber.org/zap"
 )
 
 func (ah *APIHandler) getFeatureFlags(w http.ResponseWriter, r *http.Request) {
+	ctx := r.Context()
 	featureSet, err := ah.FF().GetFeatureFlags()
 	if err != nil {
 		ah.HandleError(w, err, http.StatusInternalServerError)
 		return
 	}
+
+	if constants.FetchFeatures == "true" {
+		zap.L().Debug("fetching license")
+		license, err := ah.LM().GetRepo().GetActiveLicense(ctx)
+		if err != nil {
+			zap.L().Error("failed to fetch license", zap.Error(err))
+		} else if license == nil {
+			zap.L().Debug("no active license found")
+		} else {
+			licenseKey := license.Key
+
+			zap.L().Debug("fetching zeus features")
+			zeusFeatures, err := fetchZeusFeatures(constants.ZeusFeaturesURL, licenseKey)
+			if err == nil {
+				zap.L().Debug("fetched zeus features", zap.Any("features", zeusFeatures))
+				// merge featureSet and zeusFeatures in featureSet with higher priority to zeusFeatures
+				featureSet = MergeFeatureSets(zeusFeatures, featureSet)
+			} else {
+				zap.L().Error("failed to fetch zeus features", zap.Error(err))
+			}
+		}
+	}
+
 	if ah.opts.PreferSpanMetrics {
 		for idx := range featureSet {
 			feature := &featureSet[idx]
@@ -20,5 +51,96 @@ func (ah *APIHandler) getFeatureFlags(w http.ResponseWriter, r *http.Request) {
 			}
 		}
 	}
+
 	ah.Respond(w, featureSet)
 }
+
+// fetchZeusFeatures makes an HTTP GET request to the /zeusFeatures endpoint
+// and returns the FeatureSet.
+func fetchZeusFeatures(url, licenseKey string) (basemodel.FeatureSet, error) {
+	// Check if the URL is empty
+	if url == "" {
+		return nil, fmt.Errorf("url is empty")
+	}
+
+	// Check if the licenseKey is empty
+	if licenseKey == "" {
+		return nil, fmt.Errorf("licenseKey is empty")
+	}
+
+	// Creating an HTTP client with a timeout for better control
+	client := &http.Client{
+		Timeout: 10 * time.Second,
+	}
+	// Creating a new GET request
+	req, err := http.NewRequest("GET", url, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to create request: %w", err)
+	}
+
+	// Setting the custom header
+	req.Header.Set("X-Signoz-Cloud-Api-Key", licenseKey)
+
+	// Making the GET request
+	resp, err := client.Do(req)
+	if err != nil {
+		return nil, fmt.Errorf("failed to make GET request: %w", err)
+	}
+	defer func() {
+		if resp != nil {
+			resp.Body.Close()
+		}
+	}()
+
+	// Check for non-OK status code
+	if resp.StatusCode != http.StatusOK {
+		return nil, fmt.Errorf("%w: %d %s", errors.New("received non-OK HTTP status code"), resp.StatusCode, http.StatusText(resp.StatusCode))
+	}
+
+	// Reading and decoding the response body
+	body, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return nil, fmt.Errorf("failed to read response body: %w", err)
+	}
+
+	var zeusResponse ZeusFeaturesResponse
+	if err := json.Unmarshal(body, &zeusResponse); err != nil {
+		return nil, fmt.Errorf("%w: %v", errors.New("failed to decode response body"), err)
+	}
+
+	if zeusResponse.Status != "success" {
+		return nil, fmt.Errorf("%w: %s", errors.New("failed to fetch zeus features"), zeusResponse.Status)
+	}
+
+	return zeusResponse.Data, nil
+}
+
+type ZeusFeaturesResponse struct {
+	Status string               `json:"status"`
+	Data   basemodel.FeatureSet `json:"data"`
+}
+
+// MergeFeatureSets merges two FeatureSet arrays with precedence to zeusFeatures.
+func MergeFeatureSets(zeusFeatures, internalFeatures basemodel.FeatureSet) basemodel.FeatureSet {
+	// Create a map to store the merged features
+	featureMap := make(map[string]basemodel.Feature)
+
+	// Add all features from the otherFeatures set to the map
+	for _, feature := range internalFeatures {
+		featureMap[feature.Name] = feature
+	}
+
+	// Add all features from the zeusFeatures set to the map
+	// If a feature already exists (i.e., same name), the zeusFeature will overwrite it
+	for _, feature := range zeusFeatures {
+		featureMap[feature.Name] = feature
+	}
+
+	// Convert the map back to a FeatureSet slice
+	var mergedFeatures basemodel.FeatureSet
+	for _, feature := range featureMap {
+		mergedFeatures = append(mergedFeatures, feature)
+	}
+
+	return mergedFeatures
+}

ee/query-service/app/api/featureFlags_test.go

@@ -0,0 +1,88 @@
+package api
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+	basemodel "go.signoz.io/signoz/pkg/query-service/model"
+)
+
+func TestMergeFeatureSets(t *testing.T) {
+	tests := []struct {
+		name             string
+		zeusFeatures     basemodel.FeatureSet
+		internalFeatures basemodel.FeatureSet
+		expected         basemodel.FeatureSet
+	}{
+		{
+			name:             "empty zeusFeatures and internalFeatures",
+			zeusFeatures:     basemodel.FeatureSet{},
+			internalFeatures: basemodel.FeatureSet{},
+			expected:         basemodel.FeatureSet{},
+		},
+		{
+			name: "non-empty zeusFeatures and empty internalFeatures",
+			zeusFeatures: basemodel.FeatureSet{
+				{Name: "Feature1", Active: true},
+				{Name: "Feature2", Active: false},
+			},
+			internalFeatures: basemodel.FeatureSet{},
+			expected: basemodel.FeatureSet{
+				{Name: "Feature1", Active: true},
+				{Name: "Feature2", Active: false},
+			},
+		},
+		{
+			name:         "empty zeusFeatures and non-empty internalFeatures",
+			zeusFeatures: basemodel.FeatureSet{},
+			internalFeatures: basemodel.FeatureSet{
+				{Name: "Feature1", Active: true},
+				{Name: "Feature2", Active: false},
+			},
+			expected: basemodel.FeatureSet{
+				{Name: "Feature1", Active: true},
+				{Name: "Feature2", Active: false},
+			},
+		},
+		{
+			name: "non-empty zeusFeatures and non-empty internalFeatures with no conflicts",
+			zeusFeatures: basemodel.FeatureSet{
+				{Name: "Feature1", Active: true},
+				{Name: "Feature3", Active: false},
+			},
+			internalFeatures: basemodel.FeatureSet{
+				{Name: "Feature2", Active: true},
+				{Name: "Feature4", Active: false},
+			},
+			expected: basemodel.FeatureSet{
+				{Name: "Feature1", Active: true},
+				{Name: "Feature2", Active: true},
+				{Name: "Feature3", Active: false},
+				{Name: "Feature4", Active: false},
+			},
+		},
+		{
+			name: "non-empty zeusFeatures and non-empty internalFeatures with conflicts",
+			zeusFeatures: basemodel.FeatureSet{
+				{Name: "Feature1", Active: true},
+				{Name: "Feature2", Active: false},
+			},
+			internalFeatures: basemodel.FeatureSet{
+				{Name: "Feature1", Active: false},
+				{Name: "Feature3", Active: true},
+			},
+			expected: basemodel.FeatureSet{
+				{Name: "Feature1", Active: true},
+				{Name: "Feature2", Active: false},
+				{Name: "Feature3", Active: true},
+			},
+		},
+	}
+
+	for _, test := range tests {
+		t.Run(test.name, func(t *testing.T) {
+			actual := MergeFeatureSets(test.zeusFeatures, test.internalFeatures)
+			assert.ElementsMatch(t, test.expected, actual)
+		})
+	}
+}

ee/query-service/app/api/gateway.go

@@ -0,0 +1,34 @@
+package api
+
+import (
+	"net/http"
+	"strings"
+
+	"go.signoz.io/signoz/ee/query-service/integrations/gateway"
+)
+
+func (ah *APIHandler) ServeGatewayHTTP(rw http.ResponseWriter, req *http.Request) {
+	ctx := req.Context()
+	if !strings.HasPrefix(req.URL.Path, gateway.RoutePrefix+gateway.AllowedPrefix) {
+		rw.WriteHeader(http.StatusNotFound)
+		return
+	}
+
+	license, err := ah.LM().GetRepo().GetActiveLicense(ctx)
+	if err != nil {
+		RespondError(rw, err, nil)
+		return
+	}
+
+	//Create headers
+	var licenseKey string
+	if license != nil {
+		licenseKey = license.Key
+	}
+
+	req.Header.Set("X-Signoz-Cloud-Api-Key", licenseKey)
+	req.Header.Set("X-Consumer-Username", "lid:00000000-0000-0000-0000-000000000000")
+	req.Header.Set("X-Consumer-Groups", "ns:default")
+
+	ah.Gateway().ServeHTTP(rw, req)
+}

ee/query-service/app/api/queryrange.go

@@ -0,0 +1,119 @@
+package api
+
+import (
+	"bytes"
+	"fmt"
+	"io"
+	"net/http"
+
+	"go.signoz.io/signoz/ee/query-service/anomaly"
+	baseapp "go.signoz.io/signoz/pkg/query-service/app"
+	"go.signoz.io/signoz/pkg/query-service/app/queryBuilder"
+	"go.signoz.io/signoz/pkg/query-service/model"
+	v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
+	"go.uber.org/zap"
+)
+
+func (aH *APIHandler) queryRangeV4(w http.ResponseWriter, r *http.Request) {
+
+	bodyBytes, _ := io.ReadAll(r.Body)
+	r.Body = io.NopCloser(bytes.NewBuffer(bodyBytes))
+
+	queryRangeParams, apiErrorObj := baseapp.ParseQueryRangeParams(r)
+
+	if apiErrorObj != nil {
+		zap.L().Error("error parsing metric query range params", zap.Error(apiErrorObj.Err))
+		RespondError(w, apiErrorObj, nil)
+		return
+	}
+	queryRangeParams.Version = "v4"
+
+	// add temporality for each metric
+	temporalityErr := aH.PopulateTemporality(r.Context(), queryRangeParams)
+	if temporalityErr != nil {
+		zap.L().Error("Error while adding temporality for metrics", zap.Error(temporalityErr))
+		RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: temporalityErr}, nil)
+		return
+	}
+
+	anomalyQueryExists := false
+	anomalyQuery := &v3.BuilderQuery{}
+	if queryRangeParams.CompositeQuery.QueryType == v3.QueryTypeBuilder {
+		for _, query := range queryRangeParams.CompositeQuery.BuilderQueries {
+			for _, fn := range query.Functions {
+				if fn.Name == v3.FunctionNameAnomaly {
+					anomalyQueryExists = true
+					anomalyQuery = query
+					break
+				}
+			}
+		}
+	}
+
+	if anomalyQueryExists {
+		// ensure all queries have metric data source, and there should be only one anomaly query
+		for _, query := range queryRangeParams.CompositeQuery.BuilderQueries {
+			if query.DataSource != v3.DataSourceMetrics {
+				RespondError(w, &model.ApiError{Typ: model.ErrorBadData, Err: fmt.Errorf("all queries must have metric data source")}, nil)
+				return
+			}
+		}
+
+		// get the threshold, and seasonality from the anomaly query
+		var seasonality anomaly.Seasonality
+		for _, fn := range anomalyQuery.Functions {
+			if fn.Name == v3.FunctionNameAnomaly {
+				seasonalityStr, ok := fn.NamedArgs["seasonality"].(string)
+				if !ok {
+					seasonalityStr = "daily"
+				}
+				if seasonalityStr == "weekly" {
+					seasonality = anomaly.SeasonalityWeekly
+				} else if seasonalityStr == "daily" {
+					seasonality = anomaly.SeasonalityDaily
+				} else {
+					seasonality = anomaly.SeasonalityHourly
+				}
+				break
+			}
+		}
+		var provider anomaly.Provider
+		switch seasonality {
+		case anomaly.SeasonalityWeekly:
+			provider = anomaly.NewWeeklyProvider(
+				anomaly.WithCache[*anomaly.WeeklyProvider](aH.opts.Cache),
+				anomaly.WithKeyGenerator[*anomaly.WeeklyProvider](queryBuilder.NewKeyGenerator()),
+				anomaly.WithReader[*anomaly.WeeklyProvider](aH.opts.DataConnector),
+				anomaly.WithFeatureLookup[*anomaly.WeeklyProvider](aH.opts.FeatureFlags),
+			)
+		case anomaly.SeasonalityDaily:
+			provider = anomaly.NewDailyProvider(
+				anomaly.WithCache[*anomaly.DailyProvider](aH.opts.Cache),
+				anomaly.WithKeyGenerator[*anomaly.DailyProvider](queryBuilder.NewKeyGenerator()),
+				anomaly.WithReader[*anomaly.DailyProvider](aH.opts.DataConnector),
+				anomaly.WithFeatureLookup[*anomaly.DailyProvider](aH.opts.FeatureFlags),
+			)
+		case anomaly.SeasonalityHourly:
+			provider = anomaly.NewHourlyProvider(
+				anomaly.WithCache[*anomaly.HourlyProvider](aH.opts.Cache),
+				anomaly.WithKeyGenerator[*anomaly.HourlyProvider](queryBuilder.NewKeyGenerator()),
+				anomaly.WithReader[*anomaly.HourlyProvider](aH.opts.DataConnector),
+				anomaly.WithFeatureLookup[*anomaly.HourlyProvider](aH.opts.FeatureFlags),
+			)
+		}
+		anomalies, err := provider.GetAnomalies(r.Context(), &anomaly.GetAnomaliesRequest{Params: queryRangeParams})
+		if err != nil {
+			RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
+			return
+		}
+		uniqueResults := make(map[string]*v3.Result)
+		for _, anomaly := range anomalies.Results {
+			uniqueResults[anomaly.QueryName] = anomaly
+			uniqueResults[anomaly.QueryName].IsAnomaly = true
+		}
+		aH.Respond(w, uniqueResults)
+	} else {
+		r.Body = io.NopCloser(bytes.NewBuffer(bodyBytes))
+		aH.QueryRangeV4(w, r)
+	}
+}

ee/query-service/app/api/traces.go

@@ -2,10 +2,8 @@ package api
 
 import (
 	"net/http"
-	"strconv"
 
 	"go.signoz.io/signoz/ee/query-service/app/db"
-	"go.signoz.io/signoz/ee/query-service/constants"
 	"go.signoz.io/signoz/ee/query-service/model"
 	baseapp "go.signoz.io/signoz/pkg/query-service/app"
 	basemodel "go.signoz.io/signoz/pkg/query-service/model"
@@ -19,17 +17,13 @@ func (ah *APIHandler) searchTraces(w http.ResponseWriter, r *http.Request) {
 		ah.APIHandler.SearchTraces(w, r)
 		return
 	}
-	traceId, spanId, levelUpInt, levelDownInt, err := baseapp.ParseSearchTracesParams(r)
+	searchTracesParams, err := baseapp.ParseSearchTracesParams(r)
 	if err != nil {
 		RespondError(w, &model.ApiError{Typ: model.ErrorBadData, Err: err}, "Error reading params")
 		return
 	}
-	spanLimit, err := strconv.Atoi(constants.SpanLimitStr)
-	if err != nil {
-		zap.L().Error("Error during strconv.Atoi() on SPAN_LIMIT env variable", zap.Error(err))
-		return
-	}
-	result, err := ah.opts.DataConnector.SearchTraces(r.Context(), traceId, spanId, levelUpInt, levelDownInt, spanLimit, db.SmartTraceAlgorithm)
+
+	result, err := ah.opts.DataConnector.SearchTraces(r.Context(), searchTracesParams, db.SmartTraceAlgorithm)
 	if ah.HandleError(w, err, http.StatusBadRequest) {
 		return
 	}

ee/query-service/app/db/metrics.go

@@ -1,400 +0,0 @@
-package db
-
-import (
-	"context"
-	"crypto/md5"
-	"encoding/json"
-	"fmt"
-	"reflect"
-	"regexp"
-	"sort"
-	"strings"
-	"time"
-
-	"go.signoz.io/signoz/ee/query-service/model"
-	baseconst "go.signoz.io/signoz/pkg/query-service/constants"
-	basemodel "go.signoz.io/signoz/pkg/query-service/model"
-	"go.signoz.io/signoz/pkg/query-service/utils"
-	"go.uber.org/zap"
-)
-
-// GetMetricResultEE runs the query and returns list of time series
-func (r *ClickhouseReader) GetMetricResultEE(ctx context.Context, query string) ([]*basemodel.Series, string, error) {
-
-	defer utils.Elapsed("GetMetricResult")()
-	zap.L().Info("Executing metric result query: ", zap.String("query", query))
-
-	var hash string
-	// If getSubTreeSpans function is used in the clickhouse query
-	if strings.Index(query, "getSubTreeSpans(") != -1 {
-		var err error
-		query, hash, err = r.getSubTreeSpansCustomFunction(ctx, query, hash)
-		if err == fmt.Errorf("No spans found for the given query") {
-			return nil, "", nil
-		}
-		if err != nil {
-			return nil, "", err
-		}
-	}
-
-	rows, err := r.conn.Query(ctx, query)
-	if err != nil {
-		zap.L().Error("Error in processing query", zap.Error(err))
-		return nil, "", fmt.Errorf("error in processing query")
-	}
-
-	var (
-		columnTypes = rows.ColumnTypes()
-		columnNames = rows.Columns()
-		vars        = make([]interface{}, len(columnTypes))
-	)
-	for i := range columnTypes {
-		vars[i] = reflect.New(columnTypes[i].ScanType()).Interface()
-	}
-	// when group by is applied, each combination of cartesian product
-	// of attributes is separate series. each item in metricPointsMap
-	// represent a unique series.
-	metricPointsMap := make(map[string][]basemodel.MetricPoint)
-	// attribute key-value pairs for each group selection
-	attributesMap := make(map[string]map[string]string)
-
-	defer rows.Close()
-	for rows.Next() {
-		if err := rows.Scan(vars...); err != nil {
-			return nil, "", err
-		}
-		var groupBy []string
-		var metricPoint basemodel.MetricPoint
-		groupAttributes := make(map[string]string)
-		// Assuming that the end result row contains a timestamp, value and option labels
-		// Label key and value are both strings.
-		for idx, v := range vars {
-			colName := columnNames[idx]
-			switch v := v.(type) {
-			case *string:
-				// special case for returning all labels
-				if colName == "fullLabels" {
-					var metric map[string]string
-					err := json.Unmarshal([]byte(*v), &metric)
-					if err != nil {
-						return nil, "", err
-					}
-					for key, val := range metric {
-						groupBy = append(groupBy, val)
-						groupAttributes[key] = val
-					}
-				} else {
-					groupBy = append(groupBy, *v)
-					groupAttributes[colName] = *v
-				}
-			case *time.Time:
-				metricPoint.Timestamp = v.UnixMilli()
-			case *float64:
-				metricPoint.Value = *v
-			case **float64:
-				// ch seems to return this type when column is derived from
-				// SELECT count(*)/ SELECT count(*)
-				floatVal := *v
-				if floatVal != nil {
-					metricPoint.Value = *floatVal
-				}
-			case *float32:
-				float32Val := float32(*v)
-				metricPoint.Value = float64(float32Val)
-			case *uint8, *uint64, *uint16, *uint32:
-				if _, ok := baseconst.ReservedColumnTargetAliases[colName]; ok {
-					metricPoint.Value = float64(reflect.ValueOf(v).Elem().Uint())
-				} else {
-					groupBy = append(groupBy, fmt.Sprintf("%v", reflect.ValueOf(v).Elem().Uint()))
-					groupAttributes[colName] = fmt.Sprintf("%v", reflect.ValueOf(v).Elem().Uint())
-				}
-			case *int8, *int16, *int32, *int64:
-				if _, ok := baseconst.ReservedColumnTargetAliases[colName]; ok {
-					metricPoint.Value = float64(reflect.ValueOf(v).Elem().Int())
-				} else {
-					groupBy = append(groupBy, fmt.Sprintf("%v", reflect.ValueOf(v).Elem().Int()))
-					groupAttributes[colName] = fmt.Sprintf("%v", reflect.ValueOf(v).Elem().Int())
-				}
-			default:
-				zap.L().Error("invalid var found in metric builder query result", zap.Any("var", v), zap.String("colName", colName))
-			}
-		}
-		sort.Strings(groupBy)
-		key := strings.Join(groupBy, "")
-		attributesMap[key] = groupAttributes
-		metricPointsMap[key] = append(metricPointsMap[key], metricPoint)
-	}
-
-	var seriesList []*basemodel.Series
-	for key := range metricPointsMap {
-		points := metricPointsMap[key]
-		// first point in each series could be invalid since the
-		// aggregations are applied with point from prev series
-		if len(points) != 0 && len(points) > 1 {
-			points = points[1:]
-		}
-		attributes := attributesMap[key]
-		series := basemodel.Series{Labels: attributes, Points: points}
-		seriesList = append(seriesList, &series)
-	}
-	// err = r.conn.Exec(ctx, "DROP TEMPORARY TABLE IF EXISTS getSubTreeSpans"+hash)
-	// if err != nil {
-	// 	zap.L().Error("Error in dropping temporary table: ", err)
-	// 	return nil, err
-	// }
-	if hash == "" {
-		return seriesList, hash, nil
-	} else {
-		return seriesList, "getSubTreeSpans" + hash, nil
-	}
-}
-
-func (r *ClickhouseReader) getSubTreeSpansCustomFunction(ctx context.Context, query string, hash string) (string, string, error) {
-
-	zap.L().Debug("Executing getSubTreeSpans function")
-
-	// str1 := `select fromUnixTimestamp64Milli(intDiv( toUnixTimestamp64Milli ( timestamp ), 100) * 100) AS interval, toFloat64(count()) as count from (select timestamp, spanId, parentSpanId, durationNano from getSubTreeSpans(select * from signoz_traces.signoz_index_v2 where serviceName='frontend' and name='/driver.DriverService/FindNearest' and  traceID='00000000000000004b0a863cb5ed7681') where name='FindDriverIDs' group by interval order by interval asc;`
-
-	// process the query to fetch subTree query
-	var subtreeInput string
-	query, subtreeInput, hash = processQuery(query, hash)
-
-	err := r.conn.Exec(ctx, "DROP TABLE IF EXISTS getSubTreeSpans"+hash)
-	if err != nil {
-		zap.L().Error("Error in dropping temporary table", zap.Error(err))
-		return query, hash, err
-	}
-
-	// Create temporary table to store the getSubTreeSpans() results
-	zap.L().Debug("Creating temporary table getSubTreeSpans", zap.String("hash", hash))
-	err = r.conn.Exec(ctx, "CREATE TABLE IF NOT EXISTS "+"getSubTreeSpans"+hash+" (timestamp DateTime64(9) CODEC(DoubleDelta, LZ4), traceID FixedString(32) CODEC(ZSTD(1)), spanID String CODEC(ZSTD(1)), parentSpanID String CODEC(ZSTD(1)), rootSpanID String CODEC(ZSTD(1)), serviceName LowCardinality(String) CODEC(ZSTD(1)), name LowCardinality(String) CODEC(ZSTD(1)), rootName LowCardinality(String) CODEC(ZSTD(1)), durationNano UInt64 CODEC(T64, ZSTD(1)), kind Int8 CODEC(T64, ZSTD(1)), tagMap Map(LowCardinality(String), String) CODEC(ZSTD(1)), events Array(String) CODEC(ZSTD(2))) ENGINE = MergeTree() ORDER BY (timestamp)")
-	if err != nil {
-		zap.L().Error("Error in creating temporary table", zap.Error(err))
-		return query, hash, err
-	}
-
-	var getSpansSubQueryDBResponses []model.GetSpansSubQueryDBResponse
-	getSpansSubQuery := subtreeInput
-	// Execute the subTree query
-	zap.L().Debug("Executing subTree query", zap.String("query", getSpansSubQuery))
-	err = r.conn.Select(ctx, &getSpansSubQueryDBResponses, getSpansSubQuery)
-
-	// zap.L().Info(getSpansSubQuery)
-
-	if err != nil {
-		zap.L().Error("Error in processing sql query", zap.Error(err))
-		return query, hash, fmt.Errorf("Error in processing sql query")
-	}
-
-	var searchScanResponses []basemodel.SearchSpanDBResponseItem
-
-	// TODO : @ankit: I think the algorithm does not need to assume that subtrees are from the same TraceID. We can take this as an improvement later.
-	// Fetch all the spans from of same TraceID so that we can build subtree
-	modelQuery := fmt.Sprintf("SELECT timestamp, traceID, model FROM %s.%s WHERE traceID=$1", r.TraceDB, r.SpansTable)
-
-	if len(getSpansSubQueryDBResponses) == 0 {
-		return query, hash, fmt.Errorf("No spans found for the given query")
-	}
-	zap.L().Debug("Executing query to fetch all the spans from the same TraceID: ", zap.String("modelQuery", modelQuery))
-	err = r.conn.Select(ctx, &searchScanResponses, modelQuery, getSpansSubQueryDBResponses[0].TraceID)
-
-	if err != nil {
-		zap.L().Error("Error in processing sql query", zap.Error(err))
-		return query, hash, fmt.Errorf("Error in processing sql query")
-	}
-
-	// Process model to fetch the spans
-	zap.L().Debug("Processing model to fetch the spans")
-	searchSpanResponses := []basemodel.SearchSpanResponseItem{}
-	for _, item := range searchScanResponses {
-		var jsonItem basemodel.SearchSpanResponseItem
-		json.Unmarshal([]byte(item.Model), &jsonItem)
-		jsonItem.TimeUnixNano = uint64(item.Timestamp.UnixNano())
-		if jsonItem.Events == nil {
-			jsonItem.Events = []string{}
-		}
-		searchSpanResponses = append(searchSpanResponses, jsonItem)
-	}
-	// Build the subtree and store all the subtree spans in temporary table getSubTreeSpans+hash
-	// Use map to store pointer to the spans to avoid duplicates and save memory
-	zap.L().Debug("Building the subtree to store all the subtree spans in temporary table getSubTreeSpans", zap.String("hash", hash))
-
-	treeSearchResponse, err := getSubTreeAlgorithm(searchSpanResponses, getSpansSubQueryDBResponses)
-	if err != nil {
-		zap.L().Error("Error in getSubTreeAlgorithm function", zap.Error(err))
-		return query, hash, err
-	}
-	zap.L().Debug("Preparing batch to store subtree spans in temporary table getSubTreeSpans", zap.String("hash", hash))
-	statement, err := r.conn.PrepareBatch(context.Background(), fmt.Sprintf("INSERT INTO getSubTreeSpans"+hash))
-	if err != nil {
-		zap.L().Error("Error in preparing batch statement", zap.Error(err))
-		return query, hash, err
-	}
-	for _, span := range treeSearchResponse {
-		var parentID string
-		if len(span.References) > 0 && span.References[0].RefType == "CHILD_OF" {
-			parentID = span.References[0].SpanId
-		}
-		err = statement.Append(
-			time.Unix(0, int64(span.TimeUnixNano)),
-			span.TraceID,
-			span.SpanID,
-			parentID,
-			span.RootSpanID,
-			span.ServiceName,
-			span.Name,
-			span.RootName,
-			uint64(span.DurationNano),
-			int8(span.Kind),
-			span.TagMap,
-			span.Events,
-		)
-		if err != nil {
-			zap.L().Error("Error in processing sql query", zap.Error(err))
-			return query, hash, err
-		}
-	}
-	zap.L().Debug("Inserting the subtree spans in temporary table getSubTreeSpans", zap.String("hash", hash))
-	err = statement.Send()
-	if err != nil {
-		zap.L().Error("Error in sending statement", zap.Error(err))
-		return query, hash, err
-	}
-	return query, hash, nil
-}
-
-func processQuery(query string, hash string) (string, string, string) {
-	re3 := regexp.MustCompile(`getSubTreeSpans`)
-
-	submatchall3 := re3.FindAllStringIndex(query, -1)
-	getSubtreeSpansMatchIndex := submatchall3[0][1]
-
-	query2countParenthesis := query[getSubtreeSpansMatchIndex:]
-
-	sqlCompleteIndex := 0
-	countParenthesisImbalance := 0
-	for i, char := range query2countParenthesis {
-
-		if string(char) == "(" {
-			countParenthesisImbalance += 1
-		}
-		if string(char) == ")" {
-			countParenthesisImbalance -= 1
-		}
-		if countParenthesisImbalance == 0 {
-			sqlCompleteIndex = i
-			break
-		}
-	}
-	subtreeInput := query2countParenthesis[1:sqlCompleteIndex]
-
-	// hash the subtreeInput
-	hmd5 := md5.Sum([]byte(subtreeInput))
-	hash = fmt.Sprintf("%x", hmd5)
-
-	// Reformat the query to use the getSubTreeSpans function
-	query = query[:getSubtreeSpansMatchIndex] + hash + " " + query2countParenthesis[sqlCompleteIndex+1:]
-	return query, subtreeInput, hash
-}
-
-// getSubTreeAlgorithm is an algorithm to build the subtrees of the spans and return the list of spans
-func getSubTreeAlgorithm(payload []basemodel.SearchSpanResponseItem, getSpansSubQueryDBResponses []model.GetSpansSubQueryDBResponse) (map[string]*basemodel.SearchSpanResponseItem, error) {
-
-	var spans []*model.SpanForTraceDetails
-	for _, spanItem := range payload {
-		var parentID string
-		if len(spanItem.References) > 0 && spanItem.References[0].RefType == "CHILD_OF" {
-			parentID = spanItem.References[0].SpanId
-		}
-		span := &model.SpanForTraceDetails{
-			TimeUnixNano: spanItem.TimeUnixNano,
-			SpanID:       spanItem.SpanID,
-			TraceID:      spanItem.TraceID,
-			ServiceName:  spanItem.ServiceName,
-			Name:         spanItem.Name,
-			Kind:         spanItem.Kind,
-			DurationNano: spanItem.DurationNano,
-			TagMap:       spanItem.TagMap,
-			ParentID:     parentID,
-			Events:       spanItem.Events,
-			HasError:     spanItem.HasError,
-		}
-		spans = append(spans, span)
-	}
-
-	zap.L().Debug("Building Tree")
-	roots, err := buildSpanTrees(&spans)
-	if err != nil {
-		return nil, err
-	}
-	searchSpansResult := make(map[string]*basemodel.SearchSpanResponseItem)
-	// Every span which was fetched from getSubTree Input SQL query is considered root
-	// For each root, get the subtree spans
-	for _, getSpansSubQueryDBResponse := range getSpansSubQueryDBResponses {
-		targetSpan := &model.SpanForTraceDetails{}
-		// zap.L().Debug("Building tree for span id: " + getSpansSubQueryDBResponse.SpanID + " " + strconv.Itoa(i+1) + " of " + strconv.Itoa(len(getSpansSubQueryDBResponses)))
-		// Search target span object in the tree
-		for _, root := range roots {
-			targetSpan, err = breadthFirstSearch(root, getSpansSubQueryDBResponse.SpanID)
-			if targetSpan != nil {
-				break
-			}
-			if err != nil {
-				zap.L().Error("Error during BreadthFirstSearch()", zap.Error(err))
-				return nil, err
-			}
-		}
-		if targetSpan == nil {
-			return nil, nil
-		}
-		// Build subtree for the target span
-		// Mark the target span as root by setting parent ID as empty string
-		targetSpan.ParentID = ""
-		preParents := []*model.SpanForTraceDetails{targetSpan}
-		children := []*model.SpanForTraceDetails{}
-
-		// Get the subtree child spans
-		for i := 0; len(preParents) != 0; i++ {
-			parents := []*model.SpanForTraceDetails{}
-			for _, parent := range preParents {
-				children = append(children, parent.Children...)
-				parents = append(parents, parent.Children...)
-			}
-			preParents = parents
-		}
-
-		resultSpans := children
-		// Add the target span to the result spans
-		resultSpans = append(resultSpans, targetSpan)
-
-		for _, item := range resultSpans {
-			references := []basemodel.OtelSpanRef{
-				{
-					TraceId: item.TraceID,
-					SpanId:  item.ParentID,
-					RefType: "CHILD_OF",
-				},
-			}
-
-			if item.Events == nil {
-				item.Events = []string{}
-			}
-			searchSpansResult[item.SpanID] = &basemodel.SearchSpanResponseItem{
-				TimeUnixNano: item.TimeUnixNano,
-				SpanID:       item.SpanID,
-				TraceID:      item.TraceID,
-				ServiceName:  item.ServiceName,
-				Name:         item.Name,
-				Kind:         item.Kind,
-				References:   references,
-				DurationNano: item.DurationNano,
-				TagMap:       item.TagMap,
-				Events:       item.Events,
-				HasError:     item.HasError,
-				RootSpanID:   getSpansSubQueryDBResponse.SpanID,
-				RootName:     targetSpan.Name,
-			}
-		}
-	}
-	return searchSpansResult, nil
-}

ee/query-service/app/db/reader.go

@@ -25,8 +25,9 @@ func NewDataConnector(
 	maxOpenConns int,
 	dialTimeout time.Duration,
 	cluster string,
+	useLogsNewSchema bool,
 ) *ClickhouseReader {
-	ch := basechr.NewReader(localDB, promConfigPath, lm, maxIdleConns, maxOpenConns, dialTimeout, cluster)
+	ch := basechr.NewReader(localDB, promConfigPath, lm, maxIdleConns, maxOpenConns, dialTimeout, cluster, useLogsNewSchema)
 	return &ClickhouseReader{
 		conn:             ch.GetConn(),
 		appdb:            localDB,

ee/query-service/app/db/trace.go

@@ -13,6 +13,11 @@ import (
 func SmartTraceAlgorithm(payload []basemodel.SearchSpanResponseItem, targetSpanId string, levelUp int, levelDown int, spanLimit int) ([]basemodel.SearchSpansResult, error) {
 	var spans []*model.SpanForTraceDetails
 
+	// if targetSpanId is null or not present then randomly select a span as targetSpanId
+	if (targetSpanId == "" || targetSpanId == "null") && len(payload) > 0 {
+		targetSpanId = payload[0].SpanID
+	}
+
 	// Build a slice of spans from the payload
 	for _, spanItem := range payload {
 		var parentID string
@@ -56,7 +61,7 @@ func SmartTraceAlgorithm(payload []basemodel.SearchSpanResponseItem, targetSpanI
 
 	// If the target span is not found, return span not found error
 	if targetSpan == nil {
-		return nil, errors.New("Span not found")
+		return nil, errors.New("span not found")
 	}
 
 	// Build the final result
@@ -113,8 +118,9 @@ func SmartTraceAlgorithm(payload []basemodel.SearchSpanResponseItem, targetSpanI
 	}
 
 	searchSpansResult := []basemodel.SearchSpansResult{{
-		Columns: []string{"__time", "SpanId", "TraceId", "ServiceName", "Name", "Kind", "DurationNano", "TagsKeys", "TagsValues", "References", "Events", "HasError"},
-		Events:  make([][]interface{}, len(resultSpansSet)),
+		Columns:   []string{"__time", "SpanId", "TraceId", "ServiceName", "Name", "Kind", "DurationNano", "TagsKeys", "TagsValues", "References", "Events", "HasError"},
+		Events:    make([][]interface{}, len(resultSpansSet)),
+		IsSubTree: true,
 	},
 	}
 
@@ -213,7 +219,7 @@ func breadthFirstSearch(spansPtr *model.SpanForTraceDetails, targetId string) (*
 		}
 
 		for _, child := range current.Children {
-			if ok, _ := visited[child.SpanID]; !ok {
+			if ok := visited[child.SpanID]; !ok {
 				queue = append(queue, child)
 			}
 		}

ee/query-service/app/server.go

@@ -1,9 +1,11 @@
 package app
 
 import (
+	"bufio"
 	"bytes"
 	"context"
 	"encoding/json"
+	"errors"
 	"fmt"
 	"io"
 	"net"
@@ -24,9 +26,12 @@ import (
 	"go.signoz.io/signoz/ee/query-service/auth"
 	"go.signoz.io/signoz/ee/query-service/constants"
 	"go.signoz.io/signoz/ee/query-service/dao"
+	"go.signoz.io/signoz/ee/query-service/integrations/gateway"
 	"go.signoz.io/signoz/ee/query-service/interfaces"
+	"go.signoz.io/signoz/ee/query-service/rules"
 	baseauth "go.signoz.io/signoz/pkg/query-service/auth"
-	baseInterface "go.signoz.io/signoz/pkg/query-service/interfaces"
+	"go.signoz.io/signoz/pkg/query-service/migrate"
+	"go.signoz.io/signoz/pkg/query-service/model"
 	v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
 
 	licensepkg "go.signoz.io/signoz/ee/query-service/license"
@@ -40,6 +45,7 @@ import (
 	"go.signoz.io/signoz/pkg/query-service/app/logparsingpipeline"
 	"go.signoz.io/signoz/pkg/query-service/app/opamp"
 	opAmpModel "go.signoz.io/signoz/pkg/query-service/app/opamp/model"
+	"go.signoz.io/signoz/pkg/query-service/app/preferences"
 	"go.signoz.io/signoz/pkg/query-service/cache"
 	baseconst "go.signoz.io/signoz/pkg/query-service/constants"
 	"go.signoz.io/signoz/pkg/query-service/healthcheck"
@@ -47,7 +53,7 @@ import (
 	baseint "go.signoz.io/signoz/pkg/query-service/interfaces"
 	basemodel "go.signoz.io/signoz/pkg/query-service/model"
 	pqle "go.signoz.io/signoz/pkg/query-service/pqlEngine"
-	rules "go.signoz.io/signoz/pkg/query-service/rules"
+	baserules "go.signoz.io/signoz/pkg/query-service/rules"
 	"go.signoz.io/signoz/pkg/query-service/telemetry"
 	"go.signoz.io/signoz/pkg/query-service/utils"
 	"go.uber.org/zap"
@@ -63,7 +69,6 @@ type ServerOptions struct {
 	// alert specific params
 	DisableRules      bool
 	RuleRepoURL       string
-	PreferDelta       bool
 	PreferSpanMetrics bool
 	MaxIdleConns      int
 	MaxOpenConns      int
@@ -71,14 +76,14 @@ type ServerOptions struct {
 	CacheConfigPath   string
 	FluxInterval      string
 	Cluster           string
+	GatewayUrl        string
+	UseLogsNewSchema  bool
 }
 
 // Server runs HTTP api service
 type Server struct {
 	serverOptions *ServerOptions
-	conn          net.Listener
-	ruleManager   *rules.Manager
-	separatePorts bool
+	ruleManager   *baserules.Manager
 
 	// public http router
 	httpConn   net.Listener
@@ -88,9 +93,6 @@ type Server struct {
 	privateConn net.Listener
 	privateHTTP *http.Server
 
-	// feature flags
-	featureLookup baseint.FeatureLookup
-
 	// Usage manager
 	usageManager *usage.Manager
 
@@ -114,6 +116,10 @@ func NewServer(serverOptions *ServerOptions) (*Server, error) {
 
 	baseexplorer.InitWithDSN(baseconst.RELATIONAL_DATASOURCE_PATH)
 
+	if err := preferences.InitDB(baseconst.RELATIONAL_DATASOURCE_PATH); err != nil {
+		return nil, err
+	}
+
 	localDB, err := dashboards.InitDB(baseconst.RELATIONAL_DATASOURCE_PATH)
 
 	if err != nil {
@@ -122,6 +128,11 @@ func NewServer(serverOptions *ServerOptions) (*Server, error) {
 
 	localDB.SetMaxOpenConns(10)
 
+	gatewayProxy, err := gateway.NewProxy(serverOptions.GatewayUrl, gateway.RoutePrefix)
+	if err != nil {
+		return nil, err
+	}
+
 	// initiate license manager
 	lm, err := licensepkg.StartManager("sqlite", localDB)
 	if err != nil {
@@ -144,6 +155,7 @@ func NewServer(serverOptions *ServerOptions) (*Server, error) {
 			serverOptions.MaxOpenConns,
 			serverOptions.DialTimeout,
 			serverOptions.Cluster,
+			serverOptions.UseLogsNewSchema,
 		)
 		go qb.Start(readerReady)
 		reader = qb
@@ -158,6 +170,14 @@ func NewServer(serverOptions *ServerOptions) (*Server, error) {
 			return nil, err
 		}
 	}
+	var c cache.Cache
+	if serverOptions.CacheConfigPath != "" {
+		cacheOpts, err := cache.LoadFromYAMLCacheConfigFile(serverOptions.CacheConfigPath)
+		if err != nil {
+			return nil, err
+		}
+		c = cache.NewCache(cacheOpts)
+	}
 
 	<-readerReady
 	rm, err := makeRulesManager(serverOptions.PromConfigPath,
@@ -165,13 +185,23 @@ func NewServer(serverOptions *ServerOptions) (*Server, error) {
 		serverOptions.RuleRepoURL,
 		localDB,
 		reader,
+		c,
 		serverOptions.DisableRules,
-		lm)
+		lm,
+		serverOptions.UseLogsNewSchema,
+	)
 
 	if err != nil {
 		return nil, err
 	}
 
+	go func() {
+		err = migrate.ClickHouseMigrate(reader.GetConn(), serverOptions.Cluster)
+		if err != nil {
+			zap.L().Error("error while running clickhouse migrations", zap.Error(err))
+		}
+	}()
+
 	// initiate opamp
 	_, err = opAmpModel.InitDB(localDB)
 	if err != nil {
@@ -216,15 +246,6 @@ func NewServer(serverOptions *ServerOptions) (*Server, error) {
 	telemetry.GetInstance().SetReader(reader)
 	telemetry.GetInstance().SetSaasOperator(constants.SaasSegmentKey)
 
-	var c cache.Cache
-	if serverOptions.CacheConfigPath != "" {
-		cacheOpts, err := cache.LoadFromYAMLCacheConfigFile(serverOptions.CacheConfigPath)
-		if err != nil {
-			return nil, err
-		}
-		c = cache.NewCache(cacheOpts)
-	}
-
 	fluxInterval, err := time.ParseDuration(serverOptions.FluxInterval)
 
 	if err != nil {
@@ -234,7 +255,6 @@ func NewServer(serverOptions *ServerOptions) (*Server, error) {
 	apiOpts := api.APIHandlerOptions{
 		DataConnector:                 reader,
 		SkipConfig:                    skipConfig,
-		PreferDelta:                   serverOptions.PreferDelta,
 		PreferSpanMetrics:             serverOptions.PreferSpanMetrics,
 		MaxIdleConns:                  serverOptions.MaxIdleConns,
 		MaxOpenConns:                  serverOptions.MaxOpenConns,
@@ -248,6 +268,8 @@ func NewServer(serverOptions *ServerOptions) (*Server, error) {
 		LogsParsingPipelineController: logParsingPipelineController,
 		Cache:                         c,
 		FluxInterval:                  fluxInterval,
+		Gateway:                       gatewayProxy,
+		UseLogsNewSchema:              serverOptions.UseLogsNewSchema,
 	}
 
 	apiHandler, err := api.NewAPIHandler(apiOpts)
@@ -288,7 +310,7 @@ func NewServer(serverOptions *ServerOptions) (*Server, error) {
 
 func (s *Server) createPrivateServer(apiHandler *api.APIHandler) (*http.Server, error) {
 
-	r := mux.NewRouter()
+	r := baseapp.NewRouter()
 
 	r.Use(baseapp.LogCommentEnricher)
 	r.Use(setTimeoutMiddleware)
@@ -302,7 +324,7 @@ func (s *Server) createPrivateServer(apiHandler *api.APIHandler) (*http.Server,
 		// ip here for alert manager
 		AllowedOrigins: []string{"*"},
 		AllowedMethods: []string{"GET", "DELETE", "POST", "PUT", "PATCH"},
-		AllowedHeaders: []string{"Accept", "Authorization", "Content-Type", "SIGNOZ-API-KEY"},
+		AllowedHeaders: []string{"Accept", "Authorization", "Content-Type", "SIGNOZ-API-KEY", "X-SIGNOZ-QUERY-ID", "Sec-WebSocket-Protocol"},
 	})
 
 	handler := c.Handler(r)
@@ -315,11 +337,21 @@ func (s *Server) createPrivateServer(apiHandler *api.APIHandler) (*http.Server,
 
 func (s *Server) createPublicServer(apiHandler *api.APIHandler) (*http.Server, error) {
 
-	r := mux.NewRouter()
+	r := baseapp.NewRouter()
 
 	// add auth middleware
 	getUserFromRequest := func(r *http.Request) (*basemodel.UserPayload, error) {
-		return auth.GetUserFromRequest(r, apiHandler)
+		user, err := auth.GetUserFromRequest(r, apiHandler)
+
+		if err != nil {
+			return nil, err
+		}
+
+		if user.User.OrgId == "" {
+			return nil, model.UnauthorizedError(errors.New("orgId is missing in the claims"))
+		}
+
+		return user, nil
 	}
 	am := baseapp.NewAuthMiddleware(getUserFromRequest)
 
@@ -333,11 +365,13 @@ func (s *Server) createPublicServer(apiHandler *api.APIHandler) (*http.Server, e
 	apiHandler.RegisterIntegrationRoutes(r, am)
 	apiHandler.RegisterQueryRangeV3Routes(r, am)
 	apiHandler.RegisterQueryRangeV4Routes(r, am)
+	apiHandler.RegisterWebSocketPaths(r, am)
+	apiHandler.RegisterMessagingQueuesRoutes(r, am)
 
 	c := cors.New(cors.Options{
 		AllowedOrigins: []string{"*"},
 		AllowedMethods: []string{"GET", "DELETE", "POST", "PUT", "PATCH", "OPTIONS"},
-		AllowedHeaders: []string{"Accept", "Authorization", "Content-Type", "cache-control"},
+		AllowedHeaders: []string{"Accept", "Authorization", "Content-Type", "cache-control", "X-SIGNOZ-QUERY-ID", "Sec-WebSocket-Protocol"},
 	})
 
 	handler := c.Handler(r)
@@ -349,6 +383,7 @@ func (s *Server) createPublicServer(apiHandler *api.APIHandler) (*http.Server, e
 	}, nil
 }
 
+// TODO(remove): Implemented at pkg/http/middleware/logging.go
 // loggingMiddleware is used for logging public api calls
 func loggingMiddleware(next http.Handler) http.Handler {
 	return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
@@ -356,10 +391,11 @@ func loggingMiddleware(next http.Handler) http.Handler {
 		path, _ := route.GetPathTemplate()
 		startTime := time.Now()
 		next.ServeHTTP(w, r)
-		zap.L().Info(path+"\ttimeTaken:"+time.Now().Sub(startTime).String(), zap.Duration("timeTaken", time.Now().Sub(startTime)), zap.String("path", path))
+		zap.L().Info(path, zap.Duration("timeTaken", time.Since(startTime)), zap.String("path", path))
 	})
 }
 
+// TODO(remove): Implemented at pkg/http/middleware/logging.go
 // loggingMiddlewarePrivate is used for logging private api calls
 // from internal services like alert manager
 func loggingMiddlewarePrivate(next http.Handler) http.Handler {
@@ -368,31 +404,45 @@ func loggingMiddlewarePrivate(next http.Handler) http.Handler {
 		path, _ := route.GetPathTemplate()
 		startTime := time.Now()
 		next.ServeHTTP(w, r)
-		zap.L().Info(path+"\tprivatePort: true \ttimeTaken"+time.Now().Sub(startTime).String(), zap.Duration("timeTaken", time.Now().Sub(startTime)), zap.String("path", path), zap.Bool("tprivatePort", true))
+		zap.L().Info(path, zap.Duration("timeTaken", time.Since(startTime)), zap.String("path", path), zap.Bool("tprivatePort", true))
 	})
 }
 
+// TODO(remove): Implemented at pkg/http/middleware/logging.go
 type loggingResponseWriter struct {
 	http.ResponseWriter
 	statusCode int
 }
 
+// TODO(remove): Implemented at pkg/http/middleware/logging.go
 func NewLoggingResponseWriter(w http.ResponseWriter) *loggingResponseWriter {
 	// WriteHeader(int) is not called if our response implicitly returns 200 OK, so
 	// we default to that status code.
 	return &loggingResponseWriter{w, http.StatusOK}
 }
 
+// TODO(remove): Implemented at pkg/http/middleware/logging.go
 func (lrw *loggingResponseWriter) WriteHeader(code int) {
 	lrw.statusCode = code
 	lrw.ResponseWriter.WriteHeader(code)
 }
 
+// TODO(remove): Implemented at pkg/http/middleware/logging.go
 // Flush implements the http.Flush interface.
 func (lrw *loggingResponseWriter) Flush() {
 	lrw.ResponseWriter.(http.Flusher).Flush()
 }
 
+// TODO(remove): Implemented at pkg/http/middleware/logging.go
+// Support websockets
+func (lrw *loggingResponseWriter) Hijack() (net.Conn, *bufio.ReadWriter, error) {
+	h, ok := lrw.ResponseWriter.(http.Hijacker)
+	if !ok {
+		return nil, nil, errors.New("hijack not supported")
+	}
+	return h.Hijack()
+}
+
 func extractQueryRangeData(path string, r *http.Request) (map[string]interface{}, bool) {
 	pathToExtractBodyFromV3 := "/api/v3/query_range"
 	pathToExtractBodyFromV4 := "/api/v4/query_range"
@@ -529,6 +579,7 @@ func (s *Server) analyticsMiddleware(next http.Handler) http.Handler {
 	})
 }
 
+// TODO(remove): Implemented at pkg/http/middleware/timeout.go
 func setTimeoutMiddleware(next http.Handler) http.Handler {
 	return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
 		ctx := r.Context()
@@ -681,8 +732,10 @@ func makeRulesManager(
 	ruleRepoURL string,
 	db *sqlx.DB,
 	ch baseint.Reader,
+	cache cache.Cache,
 	disableRules bool,
-	fm baseInterface.FeatureLookup) (*rules.Manager, error) {
+	fm baseint.FeatureLookup,
+	useLogsNewSchema bool) (*baserules.Manager, error) {
 
 	// create engine
 	pqle, err := pqle.FromConfigPath(promConfigPath)
@@ -698,22 +751,25 @@ func makeRulesManager(
 	}
 
 	// create manager opts
-	managerOpts := &rules.ManagerOptions{
+	managerOpts := &baserules.ManagerOptions{
 		NotifierOpts: notifierOpts,
-		Queriers: &rules.Queriers{
-			PqlEngine: pqle,
-			Ch:        ch.GetConn(),
-		},
+		PqlEngine:    pqle,
 		RepoURL:      ruleRepoURL,
 		DBConn:       db,
 		Context:      context.Background(),
 		Logger:       nil,
 		DisableRules: disableRules,
 		FeatureFlags: fm,
+		Reader:       ch,
+		Cache:        cache,
+		EvalDelay:    baseconst.GetEvalDelay(),
+
+		PrepareTaskFunc:  rules.PrepareTaskFunc,
+		UseLogsNewSchema: useLogsNewSchema,
 	}
 
 	// create Manager
-	manager, err := rules.NewManager(managerOpts)
+	manager, err := baserules.NewManager(managerOpts)
 	if err != nil {
 		return nil, fmt.Errorf("rule manager error: %v", err)
 	}

ee/query-service/constants/constants.go

@@ -11,7 +11,8 @@ const (
 var LicenseSignozIo = "https://license.signoz.io/api/v1"
 var LicenseAPIKey = GetOrDefaultEnv("SIGNOZ_LICENSE_API_KEY", "")
 var SaasSegmentKey = GetOrDefaultEnv("SIGNOZ_SAAS_SEGMENT_KEY", "")
-var SpanLimitStr = GetOrDefaultEnv("SPAN_LIMIT", "5000")
+var FetchFeatures = GetOrDefaultEnv("FETCH_FEATURES", "false")
+var ZeusFeaturesURL = GetOrDefaultEnv("ZEUS_FEATURES_URL", "ZeusFeaturesURL")
 
 func GetOrDefaultEnv(key string, fallback string) string {
 	v := os.Getenv(key)

ee/query-service/dao/interface.go

@@ -34,7 +34,7 @@ type ModelDao interface {
 	GetDomainByEmail(ctx context.Context, email string) (*model.OrgDomain, basemodel.BaseApiError)
 
 	CreatePAT(ctx context.Context, p model.PAT) (model.PAT, basemodel.BaseApiError)
-	UpdatePAT(ctx context.Context, p model.PAT, id string) (basemodel.BaseApiError)
+	UpdatePAT(ctx context.Context, p model.PAT, id string) basemodel.BaseApiError
 	GetPAT(ctx context.Context, pat string) (*model.PAT, basemodel.BaseApiError)
 	UpdatePATLastUsed(ctx context.Context, pat string, lastUsed int64) basemodel.BaseApiError
 	GetPATByID(ctx context.Context, id string) (*model.PAT, basemodel.BaseApiError)

ee/query-service/dao/sqlite/auth.go

@@ -20,11 +20,14 @@ import (
 func (m *modelDao) createUserForSAMLRequest(ctx context.Context, email string) (*basemodel.User, basemodel.BaseApiError) {
 	// get auth domain from email domain
 	domain, apierr := m.GetDomainByEmail(ctx, email)
-
 	if apierr != nil {
 		zap.L().Error("failed to get domain from email", zap.Error(apierr))
 		return nil, model.InternalErrorStr("failed to get domain from email")
 	}
+	if domain == nil {
+		zap.L().Error("email domain does not match any authenticated domain", zap.String("email", email))
+		return nil, model.InternalErrorStr("email domain does not match any authenticated domain")
+	}
 
 	hash, err := baseauth.PasswordHash(utils.GeneratePassowrd())
 	if err != nil {

ee/query-service/integrations/gateway/noop.go

@@ -0,0 +1,9 @@
+package gateway
+
+import (
+	"net/http/httputil"
+)
+
+func NewNoopProxy() (*httputil.ReverseProxy, error) {
+	return &httputil.ReverseProxy{}, nil
+}

ee/query-service/integrations/gateway/proxy.go

@@ -0,0 +1,66 @@
+package gateway
+
+import (
+	"net/http"
+	"net/http/httputil"
+	"net/url"
+	"path"
+	"strings"
+)
+
+const (
+	RoutePrefix   string = "/api/gateway"
+	AllowedPrefix string = "/v1/workspaces/me"
+)
+
+type proxy struct {
+	url       *url.URL
+	stripPath string
+}
+
+func NewProxy(u string, stripPath string) (*httputil.ReverseProxy, error) {
+	url, err := url.Parse(u)
+	if err != nil {
+		return nil, err
+	}
+
+	proxy := &proxy{url: url, stripPath: stripPath}
+
+	return &httputil.ReverseProxy{
+		Rewrite:        proxy.rewrite,
+		ModifyResponse: proxy.modifyResponse,
+		ErrorHandler:   proxy.errorHandler,
+	}, nil
+}
+
+func (p *proxy) rewrite(pr *httputil.ProxyRequest) {
+	pr.SetURL(p.url)
+	pr.SetXForwarded()
+	pr.Out.URL.Path = cleanPath(strings.ReplaceAll(pr.Out.URL.Path, p.stripPath, ""))
+}
+
+func (p *proxy) modifyResponse(res *http.Response) error {
+	return nil
+}
+
+func (p *proxy) errorHandler(rw http.ResponseWriter, req *http.Request, err error) {
+	rw.WriteHeader(http.StatusBadGateway)
+}
+
+func cleanPath(p string) string {
+	if p == "" {
+		return "/"
+	}
+	if p[0] != '/' {
+		p = "/" + p
+	}
+	np := path.Clean(p)
+	if p[len(p)-1] == '/' && np != "/" {
+		if len(p) == len(np)+1 && strings.HasPrefix(p, np) {
+			np = p
+		} else {
+			np += "/"
+		}
+	}
+	return np
+}

ee/query-service/integrations/gateway/proxy_test.go

@@ -0,0 +1,61 @@
+package gateway
+
+import (
+	"context"
+	"net/http"
+	"net/http/httputil"
+	"net/url"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func TestProxyRewrite(t *testing.T) {
+	testCases := []struct {
+		name      string
+		url       *url.URL
+		stripPath string
+		in        *url.URL
+		expected  *url.URL
+	}{
+		{
+			name:      "SamePathAdded",
+			url:       &url.URL{Scheme: "http", Host: "backend", Path: "/path1"},
+			stripPath: "/strip",
+			in:        &url.URL{Scheme: "http", Host: "localhost", Path: "/strip/path1"},
+			expected:  &url.URL{Scheme: "http", Host: "backend", Path: "/path1/path1"},
+		},
+		{
+			name:      "NoStripPathInput",
+			url:       &url.URL{Scheme: "http", Host: "backend"},
+			stripPath: "",
+			in:        &url.URL{Scheme: "http", Host: "localhost", Path: "/strip/path1"},
+			expected:  &url.URL{Scheme: "http", Host: "backend", Path: "/strip/path1"},
+		},
+		{
+			name:      "NoStripPathPresentInReq",
+			url:       &url.URL{Scheme: "http", Host: "backend"},
+			stripPath: "/not-found",
+			in:        &url.URL{Scheme: "http", Host: "localhost", Path: "/strip/path1"},
+			expected:  &url.URL{Scheme: "http", Host: "backend", Path: "/strip/path1"},
+		},
+	}
+
+	for _, tc := range testCases {
+		proxy, err := NewProxy(tc.url.String(), tc.stripPath)
+		require.NoError(t, err)
+		inReq, err := http.NewRequest(http.MethodGet, tc.in.String(), nil)
+		require.NoError(t, err)
+		proxyReq := &httputil.ProxyRequest{
+			In:  inReq,
+			Out: inReq.Clone(context.Background()),
+		}
+		proxy.Rewrite(proxyReq)
+
+		assert.Equal(t, tc.expected.Host, proxyReq.Out.URL.Host)
+		assert.Equal(t, tc.expected.Scheme, proxyReq.Out.URL.Scheme)
+		assert.Equal(t, tc.expected.Path, proxyReq.Out.URL.Path)
+		assert.Equal(t, tc.expected.Query(), proxyReq.Out.URL.Query())
+	}
+}

ee/query-service/integrations/signozio/response.go

@@ -2,11 +2,6 @@ package signozio
 
 type status string
 
-const (
-	statusSuccess status = "success"
-	statusError   status = "error"
-)
-
 type ActivationResult struct {
 	Status    status              `json:"status"`
 	Data      *ActivationResponse `json:"data,omitempty"`

ee/query-service/license/db.go

@@ -48,8 +48,9 @@ func (r *Repo) GetLicenses(ctx context.Context) ([]model.License, error) {
 	return licenses, nil
 }
 
-// GetActiveLicense fetches the latest active license from DB
-func (r *Repo) GetActiveLicense(ctx context.Context) (*model.License, error) {
+// GetActiveLicense fetches the latest active license from DB.
+// If the license is not present, expect a nil license and a nil error in the output.
+func (r *Repo) GetActiveLicense(ctx context.Context) (*model.License, *basemodel.ApiError) {
 	var err error
 	licenses := []model.License{}
 
@@ -57,7 +58,7 @@ func (r *Repo) GetActiveLicense(ctx context.Context) (*model.License, error) {
 
 	err = r.db.Select(&licenses, query)
 	if err != nil {
-		return nil, fmt.Errorf("failed to get active licenses from db: %v", err)
+		return nil, basemodel.InternalError(fmt.Errorf("failed to get active licenses from db: %v", err))
 	}
 
 	var active *model.License
@@ -110,7 +111,7 @@ func (r *Repo) UpdatePlanDetails(ctx context.Context,
 	planDetails string) error {
 
 	if key == "" {
-		return fmt.Errorf("Update Plan Details failed: license key is required")
+		return fmt.Errorf("update plan details failed: license key is required")
 	}
 
 	query := `UPDATE licenses 

ee/query-service/license/manager.go

@@ -49,8 +49,7 @@ type Manager struct {
 	activeFeatures basemodel.FeatureSet
 }
 
-func StartManager(dbType string, db *sqlx.DB) (*Manager, error) {
-
+func StartManager(dbType string, db *sqlx.DB, features ...basemodel.Feature) (*Manager, error) {
 	if LM != nil {
 		return LM, nil
 	}
@@ -66,7 +65,7 @@ func StartManager(dbType string, db *sqlx.DB) (*Manager, error) {
 		repo: &repo,
 	}
 
-	if err := m.start(); err != nil {
+	if err := m.start(features...); err != nil {
 		return m, err
 	}
 	LM = m
@@ -74,8 +73,8 @@ func StartManager(dbType string, db *sqlx.DB) (*Manager, error) {
 }
 
 // start loads active license in memory and initiates validator
-func (lm *Manager) start() error {
-	err := lm.LoadActiveLicense()
+func (lm *Manager) start(features ...basemodel.Feature) error {
+	err := lm.LoadActiveLicense(features...)
 
 	return err
 }
@@ -85,7 +84,7 @@ func (lm *Manager) Stop() {
 	<-lm.terminated
 }
 
-func (lm *Manager) SetActive(l *model.License) {
+func (lm *Manager) SetActive(l *model.License, features ...basemodel.Feature) {
 	lm.mutex.Lock()
 	defer lm.mutex.Unlock()
 
@@ -94,7 +93,7 @@ func (lm *Manager) SetActive(l *model.License) {
 	}
 
 	lm.activeLicense = l
-	lm.activeFeatures = l.FeatureSet
+	lm.activeFeatures = append(l.FeatureSet, features...)
 	// set default features
 	setDefaultFeatures(lm)
 
@@ -116,14 +115,13 @@ func setDefaultFeatures(lm *Manager) {
 }
 
 // LoadActiveLicense loads the most recent active license
-func (lm *Manager) LoadActiveLicense() error {
-	var err error
+func (lm *Manager) LoadActiveLicense(features ...basemodel.Feature) error {
 	active, err := lm.repo.GetActiveLicense(context.Background())
 	if err != nil {
 		return err
 	}
 	if active != nil {
-		lm.SetActive(active)
+		lm.SetActive(active, features...)
 	} else {
 		zap.L().Info("No active license found, defaulting to basic plan")
 		// if no active license is found, we default to basic(free) plan with all default features
@@ -149,7 +147,7 @@ func (lm *Manager) GetLicenses(ctx context.Context) (response []model.License, a
 	for _, l := range licenses {
 		l.ParsePlan()
 
-		if l.Key == lm.activeLicense.Key {
+		if lm.activeLicense != nil && l.Key == lm.activeLicense.Key {
 			l.IsCurrent = true
 		}
 

ee/query-service/license/sqlite/init.go

@@ -32,7 +32,7 @@ func InitDB(db *sqlx.DB) error {
 
 	_, err = db.Exec(table_schema)
 	if err != nil {
-		return fmt.Errorf("Error in creating licenses table: %s", err.Error())
+		return fmt.Errorf("error in creating licenses table: %s", err.Error())
 	}
 
 	table_schema = `CREATE TABLE IF NOT EXISTS feature_status (
@@ -45,7 +45,7 @@ func InitDB(db *sqlx.DB) error {
 
 	_, err = db.Exec(table_schema)
 	if err != nil {
-		return fmt.Errorf("Error in creating feature_status table: %s", err.Error())
+		return fmt.Errorf("error in creating feature_status table: %s", err.Error())
 	}
 
 	return nil

ee/query-service/main.go

@@ -15,6 +15,7 @@ import (
 	"go.signoz.io/signoz/ee/query-service/app"
 	"go.signoz.io/signoz/pkg/query-service/auth"
 	baseconst "go.signoz.io/signoz/pkg/query-service/constants"
+	"go.signoz.io/signoz/pkg/query-service/migrate"
 	"go.signoz.io/signoz/pkg/query-service/version"
 	"google.golang.org/grpc"
 	"google.golang.org/grpc/credentials/insecure"
@@ -50,7 +51,8 @@ func initZapLog(enableQueryServiceLogOTLPExport bool) *zap.Logger {
 	)
 
 	if enableQueryServiceLogOTLPExport {
-		ctx, _ := context.WithTimeout(ctx, time.Second*30)
+		ctx, cancel := context.WithTimeout(ctx, time.Second*30)
+		defer cancel()
 		conn, err := grpc.DialContext(ctx, baseconst.OTLPTarget, grpc.WithBlock(), grpc.WithTransportCredentials(insecure.NewCredentials()))
 		if err != nil {
 			log.Fatalf("failed to establish connection: %v", err)
@@ -85,28 +87,30 @@ func main() {
 	var ruleRepoURL string
 	var cluster string
 
+	var useLogsNewSchema bool
 	var cacheConfigPath, fluxInterval string
 	var enableQueryServiceLogOTLPExport bool
-	var preferDelta bool
 	var preferSpanMetrics bool
 
 	var maxIdleConns int
 	var maxOpenConns int
 	var dialTimeout time.Duration
+	var gatewayUrl string
 
+	flag.BoolVar(&useLogsNewSchema, "use-logs-new-schema", false, "use logs_v2 schema for logs")
 	flag.StringVar(&promConfigPath, "config", "./config/prometheus.yml", "(prometheus config to read metrics)")
 	flag.StringVar(&skipTopLvlOpsPath, "skip-top-level-ops", "", "(config file to skip top level operations)")
 	flag.BoolVar(&disableRules, "rules.disable", false, "(disable rule evaluation)")
-	flag.BoolVar(&preferDelta, "prefer-delta", false, "(prefer delta over cumulative metrics)")
 	flag.BoolVar(&preferSpanMetrics, "prefer-span-metrics", false, "(prefer span metrics for service level metrics)")
 	flag.IntVar(&maxIdleConns, "max-idle-conns", 50, "(number of connections to maintain in the pool.)")
 	flag.IntVar(&maxOpenConns, "max-open-conns", 100, "(max connections for use at any time.)")
 	flag.DurationVar(&dialTimeout, "dial-timeout", 5*time.Second, "(the maximum time to establish a connection.)")
 	flag.StringVar(&ruleRepoURL, "rules.repo-url", baseconst.AlertHelpPage, "(host address used to build rule link in alert messages)")
 	flag.StringVar(&cacheConfigPath, "experimental.cache-config", "", "(cache config to use)")
-	flag.StringVar(&fluxInterval, "flux-interval", "5m", "(cache config to use)")
+	flag.StringVar(&fluxInterval, "flux-interval", "5m", "(the interval to exclude data from being cached to avoid incorrect cache for data in motion)")
 	flag.BoolVar(&enableQueryServiceLogOTLPExport, "enable.query.service.log.otlp.export", false, "(enable query service log otlp export)")
 	flag.StringVar(&cluster, "cluster", "cluster", "(cluster name - defaults to 'cluster')")
+	flag.StringVar(&gatewayUrl, "gateway-url", "", "(url to the gateway)")
 
 	flag.Parse()
 
@@ -121,7 +125,6 @@ func main() {
 		HTTPHostPort:      baseconst.HTTPHostPort,
 		PromConfigPath:    promConfigPath,
 		SkipTopLvlOpsPath: skipTopLvlOpsPath,
-		PreferDelta:       preferDelta,
 		PreferSpanMetrics: preferSpanMetrics,
 		PrivateHostPort:   baseconst.PrivateHostPort,
 		DisableRules:      disableRules,
@@ -132,6 +135,8 @@ func main() {
 		CacheConfigPath:   cacheConfigPath,
 		FluxInterval:      fluxInterval,
 		Cluster:           cluster,
+		GatewayUrl:        gatewayUrl,
+		UseLogsNewSchema:  useLogsNewSchema,
 	}
 
 	// Read the jwt secret key
@@ -143,6 +148,12 @@ func main() {
 		zap.L().Info("JWT secret key set successfully.")
 	}
 
+	if err := migrate.Migrate(baseconst.RELATIONAL_DATASOURCE_PATH); err != nil {
+		zap.L().Error("Failed to migrate", zap.Error(err))
+	} else {
+		zap.L().Info("Migration successful")
+	}
+
 	server, err := app.NewServer(serverOptions)
 	if err != nil {
 		zap.L().Fatal("Failed to create server", zap.Error(err))

ee/query-service/model/domain.go

@@ -104,7 +104,7 @@ func (od *OrgDomain) GetSAMLCert() string {
 // requesting OAuth and also used in processing response from google
 func (od *OrgDomain) PrepareGoogleOAuthProvider(siteUrl *url.URL) (sso.OAuthCallbackProvider, error) {
 	if od.GoogleAuthConfig == nil {
-		return nil, fmt.Errorf("Google auth is not setup correctly for this domain")
+		return nil, fmt.Errorf("GOOGLE OAUTH is not setup correctly for this domain")
 	}
 
 	return od.GoogleAuthConfig.GetProvider(od.Name, siteUrl)

ee/query-service/model/plans.go

@@ -11,6 +11,8 @@ const Enterprise = "ENTERPRISE_PLAN"
 const DisableUpsell = "DISABLE_UPSELL"
 const Onboarding = "ONBOARDING"
 const ChatSupport = "CHAT_SUPPORT"
+const Gateway = "GATEWAY"
+const PremiumSupport = "PREMIUM_SUPPORT"
 
 var BasicPlan = basemodel.FeatureSet{
 	basemodel.Feature{
@@ -52,14 +54,14 @@ var BasicPlan = basemodel.FeatureSet{
 		Name:       basemodel.QueryBuilderPanels,
 		Active:     true,
 		Usage:      0,
-		UsageLimit: 20,
+		UsageLimit: -1,
 		Route:      "",
 	},
 	basemodel.Feature{
 		Name:       basemodel.QueryBuilderAlerts,
 		Active:     true,
 		Usage:      0,
-		UsageLimit: 10,
+		UsageLimit: -1,
 		Route:      "",
 	},
 	basemodel.Feature{
@@ -111,6 +113,27 @@ var BasicPlan = basemodel.FeatureSet{
 		UsageLimit: -1,
 		Route:      "",
 	},
+	basemodel.Feature{
+		Name:       Gateway,
+		Active:     false,
+		Usage:      0,
+		UsageLimit: -1,
+		Route:      "",
+	},
+	basemodel.Feature{
+		Name:       PremiumSupport,
+		Active:     false,
+		Usage:      0,
+		UsageLimit: -1,
+		Route:      "",
+	},
+	basemodel.Feature{
+		Name:       basemodel.AnomalyDetection,
+		Active:     false,
+		Usage:      0,
+		UsageLimit: -1,
+		Route:      "",
+	},
 }
 
 var ProPlan = basemodel.FeatureSet{
@@ -205,6 +228,27 @@ var ProPlan = basemodel.FeatureSet{
 		UsageLimit: -1,
 		Route:      "",
 	},
+	basemodel.Feature{
+		Name:       Gateway,
+		Active:     true,
+		Usage:      0,
+		UsageLimit: -1,
+		Route:      "",
+	},
+	basemodel.Feature{
+		Name:       PremiumSupport,
+		Active:     true,
+		Usage:      0,
+		UsageLimit: -1,
+		Route:      "",
+	},
+	basemodel.Feature{
+		Name:       basemodel.AnomalyDetection,
+		Active:     true,
+		Usage:      0,
+		UsageLimit: -1,
+		Route:      "",
+	},
 }
 
 var EnterprisePlan = basemodel.FeatureSet{
@@ -313,4 +357,25 @@ var EnterprisePlan = basemodel.FeatureSet{
 		UsageLimit: -1,
 		Route:      "",
 	},
+	basemodel.Feature{
+		Name:       Gateway,
+		Active:     true,
+		Usage:      0,
+		UsageLimit: -1,
+		Route:      "",
+	},
+	basemodel.Feature{
+		Name:       PremiumSupport,
+		Active:     true,
+		Usage:      0,
+		UsageLimit: -1,
+		Route:      "",
+	},
+	basemodel.Feature{
+		Name:       basemodel.AnomalyDetection,
+		Active:     true,
+		Usage:      0,
+		UsageLimit: -1,
+		Route:      "",
+	},
 }

ee/query-service/rules/anomaly.go

@@ -0,0 +1,393 @@
+package rules
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"math"
+	"strings"
+	"sync"
+	"time"
+
+	"go.uber.org/zap"
+
+	"go.signoz.io/signoz/ee/query-service/anomaly"
+	"go.signoz.io/signoz/pkg/query-service/cache"
+	"go.signoz.io/signoz/pkg/query-service/common"
+	"go.signoz.io/signoz/pkg/query-service/model"
+
+	querierV2 "go.signoz.io/signoz/pkg/query-service/app/querier/v2"
+	"go.signoz.io/signoz/pkg/query-service/app/queryBuilder"
+	"go.signoz.io/signoz/pkg/query-service/interfaces"
+	v3 "go.signoz.io/signoz/pkg/query-service/model/v3"
+	"go.signoz.io/signoz/pkg/query-service/utils/labels"
+	"go.signoz.io/signoz/pkg/query-service/utils/times"
+	"go.signoz.io/signoz/pkg/query-service/utils/timestamp"
+
+	"go.signoz.io/signoz/pkg/query-service/formatter"
+
+	baserules "go.signoz.io/signoz/pkg/query-service/rules"
+
+	yaml "gopkg.in/yaml.v2"
+)
+
+const (
+	RuleTypeAnomaly = "anomaly_rule"
+)
+
+type AnomalyRule struct {
+	*baserules.BaseRule
+
+	mtx sync.Mutex
+
+	reader interfaces.Reader
+
+	// querierV2 is used for alerts created after the introduction of new metrics query builder
+	querierV2 interfaces.Querier
+
+	provider anomaly.Provider
+
+	seasonality anomaly.Seasonality
+}
+
+func NewAnomalyRule(
+	id string,
+	p *baserules.PostableRule,
+	featureFlags interfaces.FeatureLookup,
+	reader interfaces.Reader,
+	cache cache.Cache,
+	opts ...baserules.RuleOption,
+) (*AnomalyRule, error) {
+
+	zap.L().Info("creating new AnomalyRule", zap.String("id", id), zap.Any("opts", opts))
+
+	baseRule, err := baserules.NewBaseRule(id, p, reader, opts...)
+	if err != nil {
+		return nil, err
+	}
+
+	t := AnomalyRule{
+		BaseRule: baseRule,
+	}
+
+	switch strings.ToLower(p.RuleCondition.Seasonality) {
+	case "hourly":
+		t.seasonality = anomaly.SeasonalityHourly
+	case "daily":
+		t.seasonality = anomaly.SeasonalityDaily
+	case "weekly":
+		t.seasonality = anomaly.SeasonalityWeekly
+	default:
+		t.seasonality = anomaly.SeasonalityDaily
+	}
+
+	zap.L().Info("using seasonality", zap.String("seasonality", t.seasonality.String()))
+
+	querierOptsV2 := querierV2.QuerierOptions{
+		Reader:        reader,
+		Cache:         cache,
+		KeyGenerator:  queryBuilder.NewKeyGenerator(),
+		FeatureLookup: featureFlags,
+	}
+
+	t.querierV2 = querierV2.NewQuerier(querierOptsV2)
+	t.reader = reader
+	if t.seasonality == anomaly.SeasonalityHourly {
+		t.provider = anomaly.NewHourlyProvider(
+			anomaly.WithCache[*anomaly.HourlyProvider](cache),
+			anomaly.WithKeyGenerator[*anomaly.HourlyProvider](queryBuilder.NewKeyGenerator()),
+			anomaly.WithReader[*anomaly.HourlyProvider](reader),
+			anomaly.WithFeatureLookup[*anomaly.HourlyProvider](featureFlags),
+		)
+	} else if t.seasonality == anomaly.SeasonalityDaily {
+		t.provider = anomaly.NewDailyProvider(
+			anomaly.WithCache[*anomaly.DailyProvider](cache),
+			anomaly.WithKeyGenerator[*anomaly.DailyProvider](queryBuilder.NewKeyGenerator()),
+			anomaly.WithReader[*anomaly.DailyProvider](reader),
+			anomaly.WithFeatureLookup[*anomaly.DailyProvider](featureFlags),
+		)
+	} else if t.seasonality == anomaly.SeasonalityWeekly {
+		t.provider = anomaly.NewWeeklyProvider(
+			anomaly.WithCache[*anomaly.WeeklyProvider](cache),
+			anomaly.WithKeyGenerator[*anomaly.WeeklyProvider](queryBuilder.NewKeyGenerator()),
+			anomaly.WithReader[*anomaly.WeeklyProvider](reader),
+			anomaly.WithFeatureLookup[*anomaly.WeeklyProvider](featureFlags),
+		)
+	}
+	return &t, nil
+}
+
+func (r *AnomalyRule) Type() baserules.RuleType {
+	return RuleTypeAnomaly
+}
+
+func (r *AnomalyRule) prepareQueryRange(ts time.Time) (*v3.QueryRangeParamsV3, error) {
+
+	zap.L().Info("prepareQueryRange", zap.Int64("ts", ts.UnixMilli()), zap.Int64("evalWindow", r.EvalWindow().Milliseconds()), zap.Int64("evalDelay", r.EvalDelay().Milliseconds()))
+
+	start := ts.Add(-time.Duration(r.EvalWindow())).UnixMilli()
+	end := ts.UnixMilli()
+
+	if r.EvalDelay() > 0 {
+		start = start - int64(r.EvalDelay().Milliseconds())
+		end = end - int64(r.EvalDelay().Milliseconds())
+	}
+	// round to minute otherwise we could potentially miss data
+	start = start - (start % (60 * 1000))
+	end = end - (end % (60 * 1000))
+
+	compositeQuery := r.Condition().CompositeQuery
+
+	if compositeQuery.PanelType != v3.PanelTypeGraph {
+		compositeQuery.PanelType = v3.PanelTypeGraph
+	}
+
+	// default mode
+	return &v3.QueryRangeParamsV3{
+		Start:          start,
+		End:            end,
+		Step:           int64(math.Max(float64(common.MinAllowedStepInterval(start, end)), 60)),
+		CompositeQuery: compositeQuery,
+		Variables:      make(map[string]interface{}, 0),
+		NoCache:        false,
+	}, nil
+}
+
+func (r *AnomalyRule) GetSelectedQuery() string {
+	return r.Condition().GetSelectedQueryName()
+}
+
+func (r *AnomalyRule) buildAndRunQuery(ctx context.Context, ts time.Time) (baserules.Vector, error) {
+
+	params, err := r.prepareQueryRange(ts)
+	if err != nil {
+		return nil, err
+	}
+	err = r.PopulateTemporality(ctx, params)
+	if err != nil {
+		return nil, fmt.Errorf("internal error while setting temporality")
+	}
+
+	anomalies, err := r.provider.GetAnomalies(ctx, &anomaly.GetAnomaliesRequest{
+		Params:      params,
+		Seasonality: r.seasonality,
+	})
+	if err != nil {
+		return nil, err
+	}
+
+	var queryResult *v3.Result
+	for _, result := range anomalies.Results {
+		if result.QueryName == r.GetSelectedQuery() {
+			queryResult = result
+			break
+		}
+	}
+
+	var resultVector baserules.Vector
+
+	scoresJSON, _ := json.Marshal(queryResult.AnomalyScores)
+	zap.L().Info("anomaly scores", zap.String("scores", string(scoresJSON)))
+
+	for _, series := range queryResult.AnomalyScores {
+		smpl, shouldAlert := r.ShouldAlert(*series)
+		if shouldAlert {
+			resultVector = append(resultVector, smpl)
+		}
+	}
+	return resultVector, nil
+}
+
+func (r *AnomalyRule) Eval(ctx context.Context, ts time.Time) (interface{}, error) {
+
+	prevState := r.State()
+
+	valueFormatter := formatter.FromUnit(r.Unit())
+	res, err := r.buildAndRunQuery(ctx, ts)
+
+	if err != nil {
+		return nil, err
+	}
+
+	r.mtx.Lock()
+	defer r.mtx.Unlock()
+
+	resultFPs := map[uint64]struct{}{}
+	var alerts = make(map[uint64]*baserules.Alert, len(res))
+
+	for _, smpl := range res {
+		l := make(map[string]string, len(smpl.Metric))
+		for _, lbl := range smpl.Metric {
+			l[lbl.Name] = lbl.Value
+		}
+
+		value := valueFormatter.Format(smpl.V, r.Unit())
+		threshold := valueFormatter.Format(r.TargetVal(), r.Unit())
+		zap.L().Debug("Alert template data for rule", zap.String("name", r.Name()), zap.String("formatter", valueFormatter.Name()), zap.String("value", value), zap.String("threshold", threshold))
+
+		tmplData := baserules.AlertTemplateData(l, value, threshold)
+		// Inject some convenience variables that are easier to remember for users
+		// who are not used to Go's templating system.
+		defs := "{{$labels := .Labels}}{{$value := .Value}}{{$threshold := .Threshold}}"
+
+		// utility function to apply go template on labels and annotations
+		expand := func(text string) string {
+
+			tmpl := baserules.NewTemplateExpander(
+				ctx,
+				defs+text,
+				"__alert_"+r.Name(),
+				tmplData,
+				times.Time(timestamp.FromTime(ts)),
+				nil,
+			)
+			result, err := tmpl.Expand()
+			if err != nil {
+				result = fmt.Sprintf("<error expanding template: %s>", err)
+				zap.L().Error("Expanding alert template failed", zap.Error(err), zap.Any("data", tmplData))
+			}
+			return result
+		}
+
+		lb := labels.NewBuilder(smpl.Metric).Del(labels.MetricNameLabel).Del(labels.TemporalityLabel)
+		resultLabels := labels.NewBuilder(smpl.MetricOrig).Del(labels.MetricNameLabel).Del(labels.TemporalityLabel).Labels()
+
+		for name, value := range r.Labels().Map() {
+			lb.Set(name, expand(value))
+		}
+
+		lb.Set(labels.AlertNameLabel, r.Name())
+		lb.Set(labels.AlertRuleIdLabel, r.ID())
+		lb.Set(labels.RuleSourceLabel, r.GeneratorURL())
+
+		annotations := make(labels.Labels, 0, len(r.Annotations().Map()))
+		for name, value := range r.Annotations().Map() {
+			annotations = append(annotations, labels.Label{Name: common.NormalizeLabelName(name), Value: expand(value)})
+		}
+		if smpl.IsMissing {
+			lb.Set(labels.AlertNameLabel, "[No data] "+r.Name())
+		}
+
+		lbs := lb.Labels()
+		h := lbs.Hash()
+		resultFPs[h] = struct{}{}
+
+		if _, ok := alerts[h]; ok {
+			zap.L().Error("the alert query returns duplicate records", zap.String("ruleid", r.ID()), zap.Any("alert", alerts[h]))
+			err = fmt.Errorf("duplicate alert found, vector contains metrics with the same labelset after applying alert labels")
+			return nil, err
+		}
+
+		alerts[h] = &baserules.Alert{
+			Labels:            lbs,
+			QueryResultLables: resultLabels,
+			Annotations:       annotations,
+			ActiveAt:          ts,
+			State:             model.StatePending,
+			Value:             smpl.V,
+			GeneratorURL:      r.GeneratorURL(),
+			Receivers:         r.PreferredChannels(),
+			Missing:           smpl.IsMissing,
+		}
+	}
+
+	zap.L().Info("number of alerts found", zap.String("name", r.Name()), zap.Int("count", len(alerts)))
+
+	// alerts[h] is ready, add or update active list now
+	for h, a := range alerts {
+		// Check whether we already have alerting state for the identifying label set.
+		// Update the last value and annotations if so, create a new alert entry otherwise.
+		if alert, ok := r.Active[h]; ok && alert.State != model.StateInactive {
+
+			alert.Value = a.Value
+			alert.Annotations = a.Annotations
+			alert.Receivers = r.PreferredChannels()
+			continue
+		}
+
+		r.Active[h] = a
+	}
+
+	itemsToAdd := []model.RuleStateHistory{}
+
+	// Check if any pending alerts should be removed or fire now. Write out alert timeseries.
+	for fp, a := range r.Active {
+		labelsJSON, err := json.Marshal(a.QueryResultLables)
+		if err != nil {
+			zap.L().Error("error marshaling labels", zap.Error(err), zap.Any("labels", a.Labels))
+		}
+		if _, ok := resultFPs[fp]; !ok {
+			// If the alert was previously firing, keep it around for a given
+			// retention time so it is reported as resolved to the AlertManager.
+			if a.State == model.StatePending || (!a.ResolvedAt.IsZero() && ts.Sub(a.ResolvedAt) > baserules.ResolvedRetention) {
+				delete(r.Active, fp)
+			}
+			if a.State != model.StateInactive {
+				a.State = model.StateInactive
+				a.ResolvedAt = ts
+				itemsToAdd = append(itemsToAdd, model.RuleStateHistory{
+					RuleID:       r.ID(),
+					RuleName:     r.Name(),
+					State:        model.StateInactive,
+					StateChanged: true,
+					UnixMilli:    ts.UnixMilli(),
+					Labels:       model.LabelsString(labelsJSON),
+					Fingerprint:  a.QueryResultLables.Hash(),
+					Value:        a.Value,
+				})
+			}
+			continue
+		}
+
+		if a.State == model.StatePending && ts.Sub(a.ActiveAt) >= r.HoldDuration() {
+			a.State = model.StateFiring
+			a.FiredAt = ts
+			state := model.StateFiring
+			if a.Missing {
+				state = model.StateNoData
+			}
+			itemsToAdd = append(itemsToAdd, model.RuleStateHistory{
+				RuleID:       r.ID(),
+				RuleName:     r.Name(),
+				State:        state,
+				StateChanged: true,
+				UnixMilli:    ts.UnixMilli(),
+				Labels:       model.LabelsString(labelsJSON),
+				Fingerprint:  a.QueryResultLables.Hash(),
+				Value:        a.Value,
+			})
+		}
+	}
+
+	currentState := r.State()
+
+	overallStateChanged := currentState != prevState
+	for idx, item := range itemsToAdd {
+		item.OverallStateChanged = overallStateChanged
+		item.OverallState = currentState
+		itemsToAdd[idx] = item
+	}
+
+	r.RecordRuleStateHistory(ctx, prevState, currentState, itemsToAdd)
+
+	return len(r.Active), nil
+}
+
+func (r *AnomalyRule) String() string {
+
+	ar := baserules.PostableRule{
+		AlertName:         r.Name(),
+		RuleCondition:     r.Condition(),
+		EvalWindow:        baserules.Duration(r.EvalWindow()),
+		Labels:            r.Labels().Map(),
+		Annotations:       r.Annotations().Map(),
+		PreferredChannels: r.PreferredChannels(),
+	}
+
+	byt, err := yaml.Marshal(ar)
+	if err != nil {
+		return fmt.Sprintf("error marshaling alerting rule: %s", err.Error())
+	}
+
+	return string(byt)
+}

ee/query-service/rules/manager.go

@@ -0,0 +1,89 @@
+package rules
+
+import (
+	"fmt"
+	"time"
+
+	baserules "go.signoz.io/signoz/pkg/query-service/rules"
+)
+
+func PrepareTaskFunc(opts baserules.PrepareTaskOptions) (baserules.Task, error) {
+
+	rules := make([]baserules.Rule, 0)
+	var task baserules.Task
+
+	ruleId := baserules.RuleIdFromTaskName(opts.TaskName)
+	if opts.Rule.RuleType == baserules.RuleTypeThreshold {
+		// create a threshold rule
+		tr, err := baserules.NewThresholdRule(
+			ruleId,
+			opts.Rule,
+			opts.FF,
+			opts.Reader,
+			opts.UseLogsNewSchema,
+			baserules.WithEvalDelay(opts.ManagerOpts.EvalDelay),
+		)
+
+		if err != nil {
+			return task, err
+		}
+
+		rules = append(rules, tr)
+
+		// create ch rule task for evalution
+		task = newTask(baserules.TaskTypeCh, opts.TaskName, time.Duration(opts.Rule.Frequency), rules, opts.ManagerOpts, opts.NotifyFunc, opts.RuleDB)
+
+	} else if opts.Rule.RuleType == baserules.RuleTypeProm {
+
+		// create promql rule
+		pr, err := baserules.NewPromRule(
+			ruleId,
+			opts.Rule,
+			opts.Logger,
+			opts.Reader,
+			opts.ManagerOpts.PqlEngine,
+		)
+
+		if err != nil {
+			return task, err
+		}
+
+		rules = append(rules, pr)
+
+		// create promql rule task for evalution
+		task = newTask(baserules.TaskTypeProm, opts.TaskName, time.Duration(opts.Rule.Frequency), rules, opts.ManagerOpts, opts.NotifyFunc, opts.RuleDB)
+
+	} else if opts.Rule.RuleType == baserules.RuleTypeAnomaly {
+		// create anomaly rule
+		ar, err := NewAnomalyRule(
+			ruleId,
+			opts.Rule,
+			opts.FF,
+			opts.Reader,
+			opts.Cache,
+			baserules.WithEvalDelay(opts.ManagerOpts.EvalDelay),
+		)
+		if err != nil {
+			return task, err
+		}
+
+		rules = append(rules, ar)
+
+		// create anomaly rule task for evalution
+		task = newTask(baserules.TaskTypeCh, opts.TaskName, time.Duration(opts.Rule.Frequency), rules, opts.ManagerOpts, opts.NotifyFunc, opts.RuleDB)
+
+	} else {
+		return nil, fmt.Errorf("unsupported rule type. Supported types: %s, %s", baserules.RuleTypeProm, baserules.RuleTypeThreshold)
+	}
+
+	return task, nil
+}
+
+// newTask returns an appropriate group for
+// rule type
+func newTask(taskType baserules.TaskType, name string, frequency time.Duration, rules []baserules.Rule, opts *baserules.ManagerOptions, notify baserules.NotifyFunc, ruleDB baserules.RuleDB) baserules.Task {
+	if taskType == baserules.TaskTypeCh {
+		return baserules.NewRuleTask(name, "", frequency, rules, opts, notify, ruleDB)
+	}
+	return baserules.NewPromRuleTask(name, "", frequency, rules, opts, notify, ruleDB)
+}

ee/query-service/usage/manager.go

@@ -53,7 +53,7 @@ func New(dbType string, modelDao dao.ModelDao, licenseRepo *license.Repo, clickh
 	tenantID := ""
 	if len(hostNameRegexMatches) == 2 {
 		tenantID = hostNameRegexMatches[1]
-		tenantID = strings.TrimRight(tenantID, "-clickhouse")
+		tenantID = strings.TrimSuffix(tenantID, "-clickhouse")
 	}
 
 	m := &Manager{

frontend/Dockerfile

@@ -1,4 +1,4 @@
-FROM nginx:1.25.2-alpine
+FROM nginx:1.26-alpine
 
 # Add Maintainer Info
 LABEL maintainer="signoz"

frontend/jest.config.ts

@@ -4,10 +4,12 @@ const config: Config.InitialOptions = {
 	clearMocks: true,
 	coverageDirectory: 'coverage',
 	coverageReporters: ['text', 'cobertura', 'html', 'json-summary'],
+	collectCoverageFrom: ['src/**/*.{ts,tsx}'],
 	moduleFileExtensions: ['ts', 'tsx', 'js', 'json'],
 	modulePathIgnorePatterns: ['dist'],
 	moduleNameMapper: {
 		'\\.(css|less|scss)$': '<rootDir>/__mocks__/cssMock.ts',
+		'\\.md$': '<rootDir>/__mocks__/cssMock.ts',
 	},
 	globals: {
 		extensionsToTreatAsEsm: ['.ts'],
@@ -20,8 +22,6 @@ const config: Config.InitialOptions = {
 	transform: {
 		'^.+\\.(ts|tsx)?$': 'ts-jest',
 		'^.+\\.(js|jsx)$': 'babel-jest',
-		'^.+\\.(css|scss|sass|less)$': 'jest-preview/transforms/css',
-		'^(?!.*\\.(js|jsx|mjs|cjs|ts|tsx|css|json)$)': 'jest-preview/transforms/file',
 	},
 	transformIgnorePatterns: [
 		'node_modules/(?!(lodash-es|react-dnd|core-dnd|@react-dnd|dnd-core|react-dnd-html5-backend|axios|@signozhq/design-tokens|d3-interpolate|d3-color)/)',
@@ -35,6 +35,14 @@ const config: Config.InitialOptions = {
 			browsers: ['chromium', 'firefox', 'webkit'],
 		},
 	},
+	coverageThreshold: {
+		global: {
+			statements: 80,
+			branches: 65,
+			functions: 80,
+			lines: 80,
+		},
+	},
 };
 
 export default config;

frontend/package.json

@@ -13,15 +13,15 @@
 		"jest": "jest",
 		"jest:coverage": "jest --coverage",
 		"jest:watch": "jest --watch",
-		"jest-preview": "jest-preview",
-		"test:debug": "npm-run-all -p test jest-preview",
 		"postinstall": "is-ci || yarn husky:configure",
 		"playwright": "npm run i18n:generate-hash && NODE_ENV=testing playwright test --config=./playwright.config.ts",
 		"playwright:local:debug": "PWDEBUG=console yarn playwright --headed --browser=chromium",
 		"playwright:codegen:local": "playwright codegen http://localhost:3301",
 		"playwright:codegen:local:auth": "yarn playwright:codegen:local --load-storage=tests/auth.json",
 		"husky:configure": "cd .. && husky install frontend/.husky && cd frontend && chmod ug+x .husky/*",
-		"commitlint": "commitlint --edit $1"
+		"commitlint": "commitlint --edit $1",
+		"test": "jest --coverage",
+		"test:changedsince": "jest --changedSince=develop --coverage --silent"
 	},
 	"engines": {
 		"node": ">=16.15.0"
@@ -51,7 +51,7 @@
 		"ansi-to-html": "0.7.2",
 		"antd": "5.11.0",
 		"antd-table-saveas-excel": "2.2.1",
-		"axios": "1.6.2",
+		"axios": "1.7.4",
 		"babel-eslint": "^10.1.0",
 		"babel-jest": "^29.6.4",
 		"babel-loader": "9.1.3",
@@ -85,9 +85,11 @@
 		"less": "^4.1.2",
 		"less-loader": "^10.2.0",
 		"lodash-es": "^4.17.21",
-		"lucide-react": "0.321.0",
+		"lucide-react": "0.379.0",
 		"mini-css-extract-plugin": "2.4.5",
 		"papaparse": "5.4.1",
+		"posthog-js": "1.160.3",
+		"rc-tween-one": "3.0.6",
 		"react": "18.2.0",
 		"react-addons-update": "15.6.3",
 		"react-beautiful-dnd": "13.1.1",
@@ -108,6 +110,8 @@
 		"react-syntax-highlighter": "15.5.0",
 		"react-use": "^17.3.2",
 		"react-virtuoso": "4.0.3",
+		"overlayscrollbars-react": "^0.5.6",
+		"overlayscrollbars": "^2.8.1",
 		"redux": "^4.0.5",
 		"redux-thunk": "^2.3.0",
 		"rehype-raw": "7.0.0",
@@ -181,7 +185,7 @@
 		"@types/webpack-dev-server": "^4.7.2",
 		"@typescript-eslint/eslint-plugin": "^4.33.0",
 		"@typescript-eslint/parser": "^4.33.0",
-		"autoprefixer": "^9.0.0",
+		"autoprefixer": "10.4.19",
 		"babel-plugin-styled-components": "^1.12.0",
 		"compression-webpack-plugin": "9.0.0",
 		"copy-webpack-plugin": "^8.1.0",
@@ -203,13 +207,12 @@
 		"eslint-plugin-sonarjs": "^0.12.0",
 		"husky": "^7.0.4",
 		"is-ci": "^3.0.1",
-		"jest-playwright-preset": "^1.7.2",
-		"jest-preview": "0.3.1",
 		"jest-styled-components": "^7.0.8",
 		"lint-staged": "^12.5.0",
 		"msw": "1.3.2",
 		"npm-run-all": "latest",
 		"portfinder-sync": "^0.0.2",
+		"postcss": "8.4.38",
 		"prettier": "2.2.1",
 		"raw-loader": "4.0.2",
 		"react-hooks-testing-library": "0.6.0",
@@ -235,6 +238,7 @@
 		"@types/react-dom": "18.0.10",
 		"debug": "4.3.4",
 		"semver": "7.5.4",
-		"xml2js": "0.5.0"
+		"xml2js": "0.5.0",
+		"phin": "^3.7.1"
 	}
 }

frontend/public/Icons/alert_emoji.svg

@@ -0,0 +1,10 @@
+<svg width="33" height="32" viewBox="0 0 33 32" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M4.99715 27.2944C4.70156 27.2944 4.74156 27.6477 4.74156 28.3143C4.74156 28.981 4.70156 29.3543 5.05493 29.3543C5.40831 29.3543 27.7778 29.3143 28.0134 29.2965C28.2489 29.2765 28.1889 28.4143 28.1889 28.081C28.1889 27.6699 28.2467 27.3166 27.9156 27.2966C27.5822 27.2766 5.11494 27.2944 4.99715 27.2944Z" fill="#ED6D30"/>
+<path d="M5.07275 21.8602L5.09498 27.3132L27.7956 27.291L27.8467 21.7135L27.3466 21.1536L5.255 21.1158L5.07275 21.8602Z" fill="#F78A51"/>
+<path d="M5.53728 21.4707L5.07278 21.8596L5.07056 22.724C5.07056 22.724 5.22169 22.8306 5.37282 22.7551C5.52395 22.6795 5.73508 22.5329 5.92177 22.5173C6.21959 22.4951 6.19514 22.7795 6.48184 22.7795C6.76855 22.7795 7.02858 22.4929 7.27083 22.4929C7.51308 22.4929 7.62421 22.7995 7.88202 22.784C8.13983 22.7684 8.28429 22.5084 8.60655 22.5173C8.86436 22.524 8.90881 22.784 9.22663 22.784C9.54445 22.784 9.70669 22.4818 9.97784 22.4818C10.249 22.4818 10.3379 22.8018 10.6401 22.8018C10.9424 22.8018 11.0246 22.4818 11.3713 22.4818C11.7181 22.4818 11.6892 22.784 11.9759 22.7529C12.2626 22.7218 12.2915 22.4729 12.6382 22.4573C12.9849 22.4418 13.0204 22.784 13.3227 22.784C13.625 22.784 13.6161 22.5373 13.8739 22.5373C14.1317 22.5373 18.9145 22.5262 19.0968 22.5262C19.279 22.5262 19.559 22.8462 19.8613 22.8462C20.1636 22.8462 20.0791 22.504 20.4103 22.4951C20.6081 22.4907 20.9925 22.824 21.2192 22.824C21.4459 22.824 21.5282 22.4818 21.7838 22.4662C22.0393 22.4507 22.4194 22.844 22.7217 22.8129C23.0239 22.7818 22.8728 22.4796 23.0995 22.4507C23.3262 22.4196 23.7796 22.784 24.0818 22.7973C24.3841 22.8129 24.1885 22.404 24.5041 22.404C24.8197 22.404 25.0642 22.7507 25.3953 22.7662C25.7265 22.7818 25.502 22.4196 25.8332 22.3884C26.1643 22.3573 26.4066 22.8418 26.7244 22.8106C27.0422 22.7795 26.9066 22.4329 27.1778 22.4173C27.4489 22.4018 27.8267 22.644 27.8267 22.644L27.8401 21.7063L14.7807 17.582L5.53728 21.4707Z" fill="#ED6D30"/>
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+
+
+

frontend/public/locales/en-GB/alerts.json

@@ -53,6 +53,7 @@
 	"option_atleastonce": "at least once",
 	"option_onaverage": "on average",
 	"option_intotal": "in total",
+	"option_last": "last",
 	"option_above": "above",
 	"option_below": "below",
 	"option_equal": "is equal to",
@@ -108,7 +109,7 @@
 	"user_tooltip_more_help": "More details on how to create alerts",
 	"choose_alert_type": "Choose a type for the alert",
 	"metric_based_alert": "Metric based Alert",
-	"metric_based_alert_desc": "Send a notification when a condition occurs in the metric data",
+	"metric_based_alert_desc": "Send a notification when a condition occurs in the metric data.",
 	"log_based_alert": "Log-based Alert",
 	"log_based_alert_desc": "Send a notification when a condition occurs in the logs data.",
 	"traces_based_alert": "Trace-based Alert",

frontend/public/locales/en-GB/dashboard.json

@@ -1,6 +1,6 @@
 {
 	"create_dashboard": "Create Dashboard",
-	"import_json": "Import JSON",
+	"import_json": "Import Dashboard JSON",
 	"import_grafana_json": "Import Grafana JSON",
 	"copy_to_clipboard": "Copy To ClipBoard",
 	"download_json": "Download JSON",
@@ -9,13 +9,14 @@
 	"upload_json_file": "Upload JSON file",
 	"paste_json_below": "Paste JSON below",
 	"error_upload_json": "Invalid JSON",
-	"load_json": "Load JSON",
+	"import_and_next": "Import and Next",
 	"import_dashboard_by_pasting": "Import dashboard by pasting JSON or importing JSON file",
 	"error_loading_json": "Error loading JSON file",
 	"empty_json_not_allowed": "Empty JSON is not allowed",
 	"new_dashboard_title": "Sample Title",
 	"layout_saved_successfully": "Layout saved successfully",
 	"add_panel": "Add Panel",
+	"add_row": "Add Row",
 	"save_layout": "Save Layout",
 	"variable_updated_successfully": "Variable updated successfully",
 	"error_while_updating_variable": "Error while updating variable",

frontend/public/locales/en-GB/ingestionKeys.json

@@ -0,0 +1,3 @@
+{
+	"delete_confirm_message": "Are you sure you want to delete {{keyName}}? Deleting an ingestion key is irreversible and cannot be undone."
+}

frontend/public/locales/en-GB/messagingQueuesKafkaOverview.json

@@ -0,0 +1,30 @@
+{
+  "breadcrumb": "Messaging Queues",
+  "header": "Kafka / Overview",
+  "overview": {
+    "title": "Start sending data in as little as 20 minutes",
+    "subtitle": "Connect and Monitor Your Data Streams"
+  },
+  "configureConsumer": {
+    "title": "Configure Consumer",
+    "description": "Add consumer data sources to gain insights and enhance monitoring.",
+    "button": "Get Started"
+  },
+  "configureProducer": {
+    "title": "Configure Producer",
+    "description": "Add producer data sources to gain insights and enhance monitoring.",
+    "button": "Get Started"
+  },
+  "monitorKafka": {
+    "title": "Monitor kafka",
+    "description": "Add your Kafka source to gain insights and enhance activity tracking.",
+    "button": "Get Started"
+  },
+  "summarySection": {
+    "viewDetailsButton": "View Details"
+  },
+  "confirmModal": {
+    "content": "Before navigating to the details page, please make sure you have configured all the required setup to ensure correct data monitoring.",
+    "okText": "Proceed"
+  }
+}

frontend/public/locales/en-GB/onboarding.json

@@ -0,0 +1,8 @@
+{
+	"invite_user": "Invite your teammates",
+	"invite": "Invite",
+	"skip": "Skip",
+	"invite_user_helper_text": "Not the right person to get started? No worries! Invite someone who can.",
+	"select_use_case": "Select a use-case to get started",
+	"get_started": "Get Started"
+}

frontend/public/locales/en-GB/rules.json

@@ -40,6 +40,7 @@
 	"option_atleastonce": "at least once",
 	"option_onaverage": "on average",
 	"option_intotal": "in total",
+	"option_last": "last",
 	"option_above": "above",
 	"option_below": "below",
 	"option_equal": "is equal to",

frontend/public/locales/en-GB/services.json

@@ -1,3 +1,3 @@
 {
-	"rps_over_100": "You are sending data at more than 100 RPS, your ingestion  may be rate limited. Please reach out to us via Intercom support."
+	"rps_over_100": "You are sending data at more than 100 RPS, your ingestion  may be rate limited. Please reach out to us via Intercom support or "
 }

frontend/public/locales/en-GB/titles.json

@@ -38,5 +38,7 @@
 	"LIST_LICENSES": "SigNoz | List of Licenses",
 	"WORKSPACE_LOCKED": "SigNoz | Workspace Locked",
 	"SUPPORT": "SigNoz | Support",
-	"DEFAULT": "Open source Observability Platform | SigNoz"
+	"DEFAULT": "Open source Observability Platform | SigNoz",
+	"ALERT_HISTORY": "SigNoz | Alert Rule History",
+	"ALERT_OVERVIEW": "SigNoz | Alert Rule Overview"
 }

frontend/public/locales/en-GB/workspaceLocked.json

@@ -0,0 +1,22 @@
+{
+	"trialPlanExpired": "Trial Plan Expired",
+	"gotQuestions": "Got Questions?",
+	"contactUs": "Contact Us",
+	"upgradeToContinue": "Upgrade to Continue",
+	"upgradeNow": "Upgrade now to keep enjoying all the great features you’ve been using.",
+	"yourDataIsSafe": "Your data is safe with us until",
+	"actNow": "Act now to avoid any disruptions and continue where you left off.",
+	"contactAdmin": "Contact your admin to proceed with the upgrade.",
+	"continueMyJourney": "Continue My Journey",
+	"needMoreTime": "Need More Time?",
+	"extendTrial": "Extend Trial",
+	"extendTrialMsgPart1": "If you have a specific reason why you were not able to finish your PoC in the trial period, please write to us on",
+	"extendTrialMsgPart2": "with the reason. Sometimes we can extend trial by a few days on a case by case basis",
+	"whyChooseSignoz": "Why choose Signoz",
+	"enterpriseGradeObservability": "Enterprise-grade Observability",
+	"observabilityDescription": "Get access to observability at any scale with advanced security and compliance.",
+	"continueToUpgrade": "Continue to Upgrade",
+	"youAreInGoodCompany": "You are in good company",
+	"faqs": "FAQs",
+	"somethingWentWrong": "Something went wrong"
+}

frontend/public/locales/en/alerts.json

@@ -53,6 +53,7 @@
 	"option_atleastonce": "at least once",
 	"option_onaverage": "on average",
 	"option_intotal": "in total",
+	"option_last": "last",
 	"option_above": "above",
 	"option_below": "below",
 	"option_equal": "is equal to",
@@ -108,7 +109,7 @@
 	"user_tooltip_more_help": "More details on how to create alerts",
 	"choose_alert_type": "Choose a type for the alert",
 	"metric_based_alert": "Metric based Alert",
-	"metric_based_alert_desc": "Send a notification when a condition occurs in the metric data",
+	"metric_based_alert_desc": "Send a notification when a condition occurs in the metric data.",
 	"log_based_alert": "Log-based Alert",
 	"log_based_alert_desc": "Send a notification when a condition occurs in the logs data.",
 	"traces_based_alert": "Trace-based Alert",

frontend/public/locales/en/common.json

@@ -6,5 +6,6 @@
 	"share": "Share",
 	"save": "Save",
 	"edit": "Edit",
-	"logged_in": "Logged In"
+	"logged_in": "Logged In",
+	"pending_data_placeholder": "Just a bit of patience, just a little bit’s enough ⎯ we’re getting your {{dataSource}}!"
 }

frontend/public/locales/en/dashboard.json

@@ -1,6 +1,7 @@
 {
 	"create_dashboard": "Create Dashboard",
-	"import_json": "Import JSON",
+	"import_json": "Import Dashboard JSON",
+	"view_template": "View templates",
 	"import_grafana_json": "Import Grafana JSON",
 	"copy_to_clipboard": "Copy To ClipBoard",
 	"download_json": "Download JSON",
@@ -9,13 +10,14 @@
 	"upload_json_file": "Upload JSON file",
 	"paste_json_below": "Paste JSON below",
 	"error_upload_json": "Invalid JSON",
-	"load_json": "Load JSON",
+	"import_and_next": "Import and Next",
 	"import_dashboard_by_pasting": "Import dashboard by pasting JSON or importing JSON file",
 	"error_loading_json": "Error loading JSON file",
 	"empty_json_not_allowed": "Empty JSON is not allowed",
 	"new_dashboard_title": "Sample Title",
 	"layout_saved_successfully": "Layout saved successfully",
 	"add_panel": "Add Panel",
+	"add_row": "Add Row",
 	"save_layout": "Save Layout",
 	"full_view": "Full Screen View",
 	"variable_updated_successfully": "Variable updated successfully",

frontend/public/locales/en/ingestionKeys.json

@@ -0,0 +1,4 @@
+{
+	"delete_confirm_message": "Are you sure you want to delete {{keyName}}? Deleting an ingestion key is irreversible and cannot be undone.",
+	"delete_limit_confirm_message": "Are you sure you want to delete {{limit_name}} limit for ingestion key {{keyName}}?"
+}

frontend/public/locales/en/messagingQueuesKafkaOverview.json

@@ -0,0 +1,30 @@
+{
+  "breadcrumb": "Messaging Queues",
+  "header": "Kafka / Overview",
+  "overview": {
+    "title": "Start sending data in as little as 20 minutes",
+    "subtitle": "Connect and Monitor Your Data Streams"
+  },
+  "configureConsumer": {
+    "title": "Configure Consumer",
+    "description": "Add consumer data sources to gain insights and enhance monitoring.",
+    "button": "Get Started"
+  },
+  "configureProducer": {
+    "title": "Configure Producer",
+    "description": "Add producer data sources to gain insights and enhance monitoring.",
+    "button": "Get Started"
+  },
+  "monitorKafka": {
+    "title": "Monitor kafka",
+    "description": "Add your Kafka source to gain insights and enhance activity tracking.",
+    "button": "Get Started"
+  },
+  "summarySection": {
+    "viewDetailsButton": "View Details"
+  },
+  "confirmModal": {
+    "content": "Before navigating to the details page, please make sure you have configured all the required setup to ensure correct data monitoring.",
+    "okText": "Proceed"
+  }
+}

frontend/public/locales/en/onboarding.json

@@ -0,0 +1,8 @@
+{
+	"invite_user": "Invite your teammates",
+	"invite": "Invite",
+	"skip": "Skip",
+	"invite_user_helper_text": "Not the right person to get started? No worries! Invite someone who can.",
+	"select_use_case": "Select a use-case to get started",
+	"get_started": "Get Started"
+}

frontend/public/locales/en/rules.json

@@ -40,6 +40,7 @@
 	"option_atleastonce": "at least once",
 	"option_onaverage": "on average",
 	"option_intotal": "in total",
+	"option_last": "last",
 	"option_above": "above",
 	"option_below": "below",
 	"option_equal": "is equal to",

frontend/public/locales/en/services.json

@@ -1,3 +1,3 @@
 {
-	"rps_over_100": "You are sending data at more than 100 RPS, your ingestion  may be rate limited. Please reach out to us via Intercom support."
+	"rps_over_100": "You are sending data at more than 100 RPS, your ingestion  may be rate limited. Please reach out to us via Intercom support or "
 }

frontend/public/locales/en/titles.json

@@ -8,6 +8,7 @@
 	"GET_STARTED_LOGS_MANAGEMENT": "SigNoz | Get Started | Logs",
 	"GET_STARTED_INFRASTRUCTURE_MONITORING": "SigNoz | Get Started | Infrastructure",
 	"GET_STARTED_AWS_MONITORING": "SigNoz | Get Started | AWS",
+	"GET_STARTED_AZURE_MONITORING": "SigNoz | Get Started | AZURE",
 	"TRACE": "SigNoz | Trace",
 	"TRACE_DETAIL": "SigNoz | Trace Detail",
 	"TRACES_EXPLORER": "SigNoz | Traces Explorer",
@@ -48,5 +49,8 @@
 	"TRACES_SAVE_VIEWS": "SigNoz | Traces Saved Views",
 	"DEFAULT": "Open source Observability Platform | SigNoz",
 	"SHORTCUTS": "SigNoz | Shortcuts",
-	"INTEGRATIONS": "SigNoz | Integrations"
+	"INTEGRATIONS": "SigNoz | Integrations",
+	"ALERT_HISTORY": "SigNoz | Alert Rule History",
+	"ALERT_OVERVIEW": "SigNoz | Alert Rule Overview",
+	"MESSAGING_QUEUES": "SigNoz | Messaging Queues"
 }