chore: update base url for docs links - testing

filterByCategory styling
spacing and styling fixes for options
steps style for question block
header styling update for sticky
added actions on header

.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/docs.yml

@@ -0,0 +1,83 @@
+name: "Update PR labels and Block PR until related docs are shipped for the feature"
+
+on:
+  pull_request:
+    branches:
+      - develop
+    types: [opened, edited, labeled, unlabeled]
+
+permissions:
+  pull-requests: write
+  contents: read
+
+jobs:
+  docs_label_check:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Check PR Title and Manage Labels
+        uses: actions/github-script@v6
+        with:
+          script: |
+            const prTitle = context.payload.pull_request.title;
+            const prNumber = context.payload.pull_request.number;
+            const owner = context.repo.owner;
+            const repo = context.repo.repo;
+
+            // Fetch the current PR details to get labels
+            const pr = await github.rest.pulls.get({
+              owner,
+              repo,
+              pull_number: prNumber
+            });
+
+            const labels = pr.data.labels.map(label => label.name);
+
+            if (prTitle.startsWith('feat:')) {
+              const hasDocsRequired = labels.includes('docs required');
+              const hasDocsShipped = labels.includes('docs shipped');
+              const hasDocsNotRequired = labels.includes('docs not required');
+
+              // If "docs not required" is present, skip the checks
+              if (hasDocsNotRequired && !hasDocsRequired) {
+                console.log("Skipping checks due to 'docs not required' label.");
+                return; // Exit the script early
+              }
+              
+              // If "docs shipped" is present, remove "docs required" if it exists
+              if (hasDocsShipped && hasDocsRequired) {
+                await github.rest.issues.removeLabel({
+                  owner,
+                  repo,
+                  issue_number: prNumber,
+                  name: 'docs required'
+                });
+                console.log("Removed 'docs required' label.");
+              }
+
+              // Add "docs required" label if neither "docs shipped" nor "docs required" are present
+              if (!hasDocsRequired && !hasDocsShipped) {
+                await github.rest.issues.addLabels({
+                  owner,
+                  repo,
+                  issue_number: prNumber,
+                  labels: ['docs required']
+                });
+                console.log("Added 'docs required' label.");
+              }
+            }
+
+            // Fetch the updated labels after any changes
+            const updatedPr = await github.rest.pulls.get({
+              owner,
+              repo,
+              pull_number: prNumber
+            });
+
+            const updatedLabels = updatedPr.data.labels.map(label => label.name);
+            const updatedHasDocsRequired = updatedLabels.includes('docs required');
+            const updatedHasDocsShipped = updatedLabels.includes('docs shipped');
+
+            // Block PR if "docs required" is still present and "docs shipped" is missing
+            if (updatedHasDocsRequired && !updatedHasDocsShipped) {
+              core.setFailed("This PR requires documentation. Please remove the 'docs required' label and add the 'docs shipped' label to proceed.");
+            }

.github/workflows/push.yaml

@@ -9,7 +9,6 @@ on:
       - v*
 
 jobs:
-
   image-build-and-push-query-service:
     runs-on: ubuntu-latest
     steps:
@@ -151,7 +150,6 @@ jobs:
         run: |
           echo 'INTERCOM_APP_ID="${{ secrets.INTERCOM_APP_ID }}"' > frontend/.env
           echo 'SEGMENT_ID="${{ secrets.SEGMENT_ID }}"' >> frontend/.env
-          echo 'CLARITY_PROJECT_ID="${{ secrets.CLARITY_PROJECT_ID }}"' >> frontend/.env
           echo 'SENTRY_AUTH_TOKEN="${{ secrets.SENTRY_AUTH_TOKEN }}"' >> frontend/.env
           echo 'SENTRY_ORG="${{ secrets.SENTRY_ORG }}"' >> frontend/.env
           echo 'SENTRY_PROJECT_ID="${{ secrets.SENTRY_PROJECT_ID }}"' >> frontend/.env

.github/workflows/staging-deployment.yaml

@@ -38,6 +38,7 @@ jobs:
           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
+          export KAFKA_SPAN_EVAL="true"
           docker system prune --force
           docker pull signoz/signoz-otel-collector:main
           docker pull signoz/signoz-schema-migrator:main

.gitignore

@@ -67,3 +67,6 @@ 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>
 
@@ -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

@@ -79,7 +79,7 @@ build-query-service-static:
 	@if [ $(DEV_BUILD) != "" ]; then \
 		cd $(QUERY_SERVICE_DIRECTORY) && \
 		CGO_ENABLED=1 go build -tags timetzdata -a -o ./bin/query-service-${GOOS}-${GOARCH} \
-    	-ldflags "-linkmode external -extldflags '-static' -s -w ${LD_FLAGS} ${DEV_LD_FLAGS}"; \
+		-ldflags "-linkmode external -extldflags '-static' -s -w ${LD_FLAGS} ${DEV_LD_FLAGS}"; \
 	else \
 		cd $(QUERY_SERVICE_DIRECTORY) && \
 		CGO_ENABLED=1 go build -tags timetzdata -a -o ./bin/query-service-${GOOS}-${GOARCH} \
@@ -178,14 +178,14 @@ clear-swarm-ch:
 	@docker run --rm -v "$(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/...
-	go test ./pkg/query-service/app/...
-	go test ./pkg/query-service/app/querier/...
-	go test ./pkg/query-service/converter/...
-	go test ./pkg/query-service/formatter/...
-	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/...
+	go test ./pkg/query-service/...

README.md

@@ -1,8 +1,11 @@
-<p align="center">
-  <img src="https://res.cloudinary.com/dcv3epinx/image/upload/v1618904450/signoz-images/LogoGithub_sigfbu.svg" alt="SigNoz-logo" width="240" />
+<h1 align="center" style="border-bottom: none">
+    <a href="https://signoz.io" target="_blank">
+        <img alt="SigNoz" src="https://github.com/user-attachments/assets/ef9a33f7-12d7-4c94-8908-0a02b22f0c18" width="100" height="100">
+    </a>
+    <br>SigNoz
+</h1>
 
-  <p align="center">Monitor your applications and troubleshoot problems in your deployed applications, an open-source alternative to DataDog, New Relic, etc.</p>
-</p>
+<p align="center">All your logs, metrics, and traces in one place. Monitor your application, spot issues before they occur and troubleshoot downtime quickly with rich context. SigNoz is a cost-effective open-source alternative to Datadog and New Relic. Visit <a href="https://signoz.io" target="_blank">signoz.io</a> for the full documentation, tutorials, and guide.</p>
 
 <p align="center">
     <img alt="Downloads" src="https://img.shields.io/docker/pulls/signoz/query-service?label=Docker Downloads"> </a>
@@ -21,55 +24,115 @@
   <a href="https://twitter.com/SigNozHq"><b>Twitter</b></a>
 </h3>
 
-##
-
-SigNoz helps developers monitor applications and troubleshoot problems in their deployed applications. With SigNoz, you can:
-
-👉 Visualise Metrics, Traces and Logs in a single pane of glass
-
-👉 You can see metrics like p99 latency, error rates for your services, external API calls and individual end points.
-
-👉 You can find the root cause of the problem by going to the exact traces which are causing the problem and see detailed flamegraphs of individual request traces.
-
-👉 Run aggregates on trace data to get business relevant metrics
-
-👉 Filter and query logs, build dashboards and alerts based on attributes in logs
-
-👉 Record exceptions automatically in Python, Java, Ruby, and Javascript
-
-👉 Easy to set alerts with DIY query builder
+## Features
 
 
-### Application Metrics
+### Application Performance Monitoring
 
-![application_metrics](https://user-images.githubusercontent.com/83692067/226637410-900dbc5e-6705-4b11-a10c-bd0faeb2a92f.png)
+Use SigNoz APM to monitor your applications and services. It comes with out-of-box charts for key application metrics like p99 latency, error rate, Apdex and operations per second. You can also monitor the database and external calls made from your application. Read [more](https://signoz.io/application-performance-monitoring/).
 
+You can [instrument](https://signoz.io/docs/instrumentation/) your application with OpenTelemetry to get started.
 
-### Distributed Tracing
-<img width="2068" alt="distributed_tracing_2 2" src="https://user-images.githubusercontent.com/83692067/226536447-bae58321-6a22-4ed3-af80-e3e964cb3489.png">
+![apm-cover](https://github.com/user-attachments/assets/fa5c0396-0854-4c8b-b972-9b62fd2a70d2)
 
-<img width="2068" alt="distributed_tracing_1" src="https://user-images.githubusercontent.com/83692067/226536462-939745b6-4f9d-45a6-8016-814837e7f7b4.png">
 
 ### Logs Management
 
-<img width="2068" alt="logs_management" src="https://user-images.githubusercontent.com/83692067/226536482-b8a5c4af-b69c-43d5-969c-338bd5eaf1a5.png">
+SigNoz can be used as a centralized log management solution. We use ClickHouse (used by likes of Uber & Cloudflare) as a datastore, ⎯ an extremely fast and highly optimized storage for logs data. Instantly search through all your logs using quick filters and a powerful query builder.
 
-### Infrastructure Monitoring
+You can also create charts on your logs and monitor them with customized dashboards. Read [more](https://signoz.io/log-management/).
 
-<img width="2068" alt="infrastructure_monitoring" src="https://user-images.githubusercontent.com/83692067/226536496-f38c4dbf-e03c-4158-8be0-32d4a61158c7.png">
+![logs-management-cover](https://github.com/user-attachments/assets/343588ee-98fb-4310-b3d2-c5bacf9c7384)
 
-### Exceptions Monitoring
 
-![exceptions_light](https://user-images.githubusercontent.com/83692067/226637967-4188d024-3ac9-4799-be95-f5ea9c45436f.png)
+### Distributed Tracing
 
+Distributed Tracing is essential to troubleshoot issues in microservices applications. Powered by OpenTelemetry, distributed tracing in SigNoz can help you track user requests across services to help you identify performance bottlenecks. 
+
+See user requests in a detailed breakdown with the help of Flamegraphs and Gantt Charts. Click on any span to see the entire trace represented beautifully, which will help you make sense of where issues actually occurred in the flow of requests.
+
+Read [more](https://signoz.io/distributed-tracing/).
+
+![distributed-tracing-cover](https://github.com/user-attachments/assets/9bfe060a-0c40-4922-9b55-8a97e1a4076c)
+
+
+
+### Metrics and Dashboards
+
+Ingest metrics from your infrastructure or applications and create customized dashboards to monitor them. Create visualization that suits your needs with a variety of panel types like pie chart, time-series, bar chart, etc.
+
+Create queries on your metrics data quickly with an easy-to-use metrics query builder. Add multiple queries and combine those queries with formulae to create really complex queries quickly.
+
+Read [more](https://signoz.io/metrics-and-dashboards/).
+
+![metrics-n-dashboards-cover](https://github.com/user-attachments/assets/a536fd71-1d2c-4681-aa7e-516d754c47a5)
 
 ### Alerts
 
-<img width="2068" alt="alerts_management" src="https://user-images.githubusercontent.com/83692067/226536548-2c81e2e8-c12d-47e8-bad7-c6be79055def.png">
+Use alerts in SigNoz to get notified when anything unusual happens in your application. You can set alerts on any type of telemetry signal (logs, metrics, traces), create thresholds and set up a notification channel to get notified. Advanced features like alert history and anomaly detection can help you create smarter alerts.
+
+Alerts in SigNoz help you identify issues proactively so that you can address them before they reach your customers.
+
+Read [more](https://signoz.io/alerts-management/).
+
+![alerts-cover](https://github.com/user-attachments/assets/03873bb8-1b62-4adf-8f56-28bb7b1750ea)
+
+### Exceptions Monitoring
+
+Monitor exceptions automatically in Python, Java, Ruby, and Javascript. For other languages, just drop in a few lines of code and start monitoring exceptions.
+
+See the detailed stack trace for all exceptions caught in your application. You can also log in custom attributes to add more context to your exceptions. For example, you can add attributes to identify users for which exceptions occurred.
+
+Read [more](https://signoz.io/exceptions-monitoring/).
+
+
+![exceptions-cover](https://github.com/user-attachments/assets/4be37864-59f2-4e8a-8d6e-e29ad04298c5)
 
 
 <br /><br />
 
+## Why SigNoz?
+
+SigNoz is a single tool for all your monitoring and observability needs. Here are a few reasons why you should choose SigNoz:
+
+- Single tool for observability(logs, metrics, and traces)
+
+- Built on top of [OpenTelemetry](https://opentelemetry.io/), the open-source standard which frees you from any type of vendor lock-in
+
+- Correlated logs, metrics and traces for much richer context while debugging
+
+- Uses ClickHouse (used by likes of Uber & Cloudflare) as datastore - an extremely fast and highly optimized storage for observability data
+
+- DIY Query builder, PromQL, and ClickHouse queries to fulfill all your use-cases around querying observability data
+
+- Open-Source - you can use open-source, our [cloud service](https://signoz.io/teams/) or a mix of both based on your use case
+
+
+## Getting Started
+
+### Create a SigNoz Cloud Account
+
+SigNoz cloud is the easiest way to get started with SigNoz. Our cloud service is for those users who want to spend more time in getting insights for their application performance without worrying about maintenance. 
+
+[Get started for free](https://signoz.io/teams/)
+
+### Deploy using Docker(self-hosted)
+
+Please follow the steps listed [here](https://signoz.io/docs/install/docker/) to install using docker
+
+The [troubleshooting instructions](https://signoz.io/docs/install/troubleshooting/) may be helpful if you face any issues.
+
+<p>&nbsp  </p>
+  
+  
+### Deploy in Kubernetes using Helm(self-hosted)
+
+Please follow the steps listed [here](https://signoz.io/docs/deployment/helm_chart) to install using helm charts
+
+<br /><br />
+
+We also offer managed services in your infra. Check our [pricing plans](https://signoz.io/pricing/) for all details.
+
 
 ## Join our Slack community
 
@@ -78,64 +141,22 @@ Come say Hi to us on [Slack](https://signoz.io/slack) 👋
 <br /><br />
 
 
-## Features:
-
-- Unified UI for metrics, traces and logs. No need to switch from Prometheus to Jaeger to debug issues, or use a logs tool like Elastic separate from your metrics and traces stack. 
-- Application overview metrics like RPS, 50th/90th/99th Percentile latencies, and Error Rate
-- Slowest endpoints in your application
-- See exact request trace to figure out issues in downstream services, slow DB queries, call to 3rd party services like payment gateways, etc
-- Filter traces by service name, operation, latency, error, tags/annotations.
-- Run aggregates on trace data (events/spans) to get business relevant metrics. e.g. You can get error rate and 99th percentile latency of `customer_type: gold` or `deployment_version: v2` or `external_call: paypal`
-- Native support for OpenTelemetry Logs, advanced log query builder, and automatic log collection from k8s cluster
-- Lightning quick log analytics ([Logs Perf. Benchmark](https://signoz.io/blog/logs-performance-benchmark/))
-- End-to-End visibility into infrastructure performance, ingest metrics from all kinds of host environments
-- Easy to set alerts with DIY query builder
-
-<br /><br />
-
-
-## Why SigNoz?
-
-Being developers, we found it annoying to rely on closed source SaaS vendors for every small feature we wanted. Closed source vendors often surprise you with huge month end bills without any transparency.
-
-We wanted to make a self-hosted & open source version of tools like DataDog, NewRelic for companies that have privacy and security concerns about having customer data going to third party services.
-
-Being open source also gives you complete control of your configuration, sampling, uptimes. You can also build modules over SigNoz to extend business specific capabilities
-
 ### Languages supported:
 
-We support [OpenTelemetry](https://opentelemetry.io) as the library which you can use to instrument your applications. So any framework and language supported by OpenTelemetry is also supported by SigNoz. Some of the main supported languages are:
+SigNoz supports all major programming languages for monitoring. Any framework and language supported by OpenTelemetry is supported by SigNoz. Find instructions for instrumenting different languages below:
 
-- Java
-- Python
-- Node.js
-- Go
-- PHP
-- .NET
-- Ruby
-- Elixir
-- Rust
+- [Java](https://signoz.io/docs/instrumentation/java/)
+- [Python](https://signoz.io/docs/instrumentation/python/)
+- [Node.js or Javascript](https://signoz.io/docs/instrumentation/javascript/)
+- [Go](https://signoz.io/docs/instrumentation/golang/)
+- [PHP](https://signoz.io/docs/instrumentation/php/)
+- [.NET](https://signoz.io/docs/instrumentation/dotnet/)
+- [Ruby](https://signoz.io/docs/instrumentation/ruby-on-rails/)
+- [Elixir](https://signoz.io/docs/instrumentation/elixir/)
+- [Rust](https://signoz.io/docs/instrumentation/rust/)
+- [Swift](https://signoz.io/docs/instrumentation/swift/)
 
-
-You can find the complete list of languages here - https://opentelemetry.io/docs/
-
-<br /><br />
-
-
-## Getting Started
-
-### Deploy using Docker
-
-Please follow the steps listed [here](https://signoz.io/docs/install/docker/) to install using docker
-
-The [troubleshooting instructions](https://signoz.io/docs/install/troubleshooting/) may be helpful if you face any issues.
-
-<p>&nbsp  </p>
-  
-  
-### Deploy in Kubernetes using Helm
-
-Please follow the steps listed [here](https://signoz.io/docs/deployment/helm_chart) to install using helm charts
+You can find our entire documentation [here](https://signoz.io/docs/introduction/).
 
 <br /><br />
 
@@ -144,9 +165,11 @@ Please follow the steps listed [here](https://signoz.io/docs/deployment/helm_cha
 
 ### SigNoz vs Prometheus
 
-Prometheus is good if you want to do just metrics. But if you want to have a seamless experience between metrics and traces, then current experience of stitching together Prometheus & Jaeger is not great.
+Prometheus is good if you want to do just metrics. But if you want to have a seamless experience between metrics, logs and traces, then current experience of stitching together Prometheus & other tools is not great.
 
-Our goal is to provide an integrated UI between metrics & traces - similar to what SaaS vendors like Datadog provides - and give advanced filtering and aggregation over traces, something which Jaeger currently lack.
+SigNoz is a one-stop solution for metrics and other telemetry signals. And because you will use the same standard(OpenTelemetry) to collect all telemetry signals, you can also correlate these signals to troubleshoot quickly.
+
+For example, if you see that there are issues with infrastructure metrics of your k8s cluster at a timestamp, you can jump to other signals like logs and traces to understand the issue quickly.
 
 <p>&nbsp  </p>
 
@@ -158,6 +181,7 @@ Moreover, SigNoz has few more advanced features wrt Jaeger:
 
 - Jaegar UI doesn’t show any metrics on traces or on filtered traces
 - Jaeger can’t get aggregates on filtered traces. For example, p99 latency of requests which have tag - customer_type='premium'. This can be done easily on SigNoz
+- You can also go from traces to logs easily in SigNoz
 
 <p>&nbsp  </p>
 

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

@@ -133,7 +133,7 @@ services:
   #     - ./data/clickhouse-3/:/var/lib/clickhouse/
 
   alertmanager:
-    image: signoz/alertmanager:0.23.5
+    image: signoz/alertmanager:0.23.7
     volumes:
       - ./data/alertmanager:/data
     command:
@@ -146,11 +146,11 @@ services:
         condition: on-failure
 
   query-service:
-    image: signoz/query-service:0.49.1
+    image: signoz/query-service:0.56.0
     command:
       [
         "-config=/root/config/prometheus.yml",
-        # "--prefer-delta=true"
+        "--use-logs-new-schema=true"
       ]
     # ports:
     #   - "6060:6060"     # pprof port
@@ -186,7 +186,7 @@ services:
     <<: *db-depend
 
   frontend:
-    image: signoz/frontend:0.48.0
+    image: signoz/frontend:0.56.0
     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:0.102.2
+    image: signoz/signoz-otel-collector:0.111.5
     command:
       [
         "--config=/etc/otel-collector-config.yaml",
@@ -214,7 +214,6 @@ services:
       - /:/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
       - LOW_CARDINAL_EXCEPTION_GROUPING=false
     ports:
       # - "1777:1777"     # pprof extension
@@ -238,7 +237,7 @@ services:
       - query-service
 
   otel-collector-migrator:
-      image: signoz/signoz-schema-migrator:0.102.2
+      image: signoz/signoz-schema-migrator:0.111.5
       deploy:
         restart_policy:
           condition: on-failure

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

@@ -131,8 +131,7 @@ processors:
 exporters:
   clickhousetraces:
     datasource: tcp://clickhouse:9000/signoz_traces
-    docker_multi_node_cluster: ${DOCKER_MULTI_NODE_CLUSTER}
-    low_cardinal_exception_grouping: ${LOW_CARDINAL_EXCEPTION_GROUPING}
+    low_cardinal_exception_grouping: ${env:LOW_CARDINAL_EXCEPTION_GROUPING}
   clickhousemetricswrite:
     endpoint: tcp://clickhouse:9000/signoz_metrics
     resource_to_telemetry_conversion:
@@ -142,8 +141,8 @@ exporters:
   # logging: {}
   clickhouselogsexporter:
     dsn: tcp://clickhouse:9000/signoz_logs
-    docker_multi_node_cluster: ${DOCKER_MULTI_NODE_CLUSTER}
     timeout: 10s
+    use_new_schema: true
 extensions:
   health_check:
     endpoint: 0.0.0.0:13133
@@ -154,6 +153,8 @@ extensions:
 
 service:
   telemetry:
+    logs:
+      encoding: json
     metrics:
       address: 0.0.0.0:8888
   extensions: [health_check, zpages, pprof]

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

@@ -1,5 +1,8 @@
 version: "2.4"
 
+include:
+  - test-app-docker-compose.yaml
+
 services:
   zookeeper-1:
     image: bitnami/zookeeper:3.7.1
@@ -54,7 +57,7 @@ services:
 
   alertmanager:
     container_name: signoz-alertmanager
-    image: signoz/alertmanager:0.23.5
+    image: signoz/alertmanager:0.23.7
     volumes:
       - ./data/alertmanager:/data
     depends_on:
@@ -66,7 +69,7 @@ services:
       - --storage.path=/data
 
   otel-collector-migrator:
-    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-0.102.2}
+    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-0.111.5}
     container_name: otel-migrator
     command:
       - "--dsn=tcp://clickhouse:9000"
@@ -81,7 +84,7 @@ 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:0.102.2
+    image: signoz/signoz-otel-collector:0.111.5
     command:
       [
         "--config=/etc/otel-collector-config.yaml",
@@ -128,29 +131,3 @@ services:
     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-local.yaml

@@ -25,7 +25,7 @@ services:
     command:
       [
         "-config=/root/config/prometheus.yml",
-        # "--prefer-delta=true"
+        "--use-logs-new-schema=true"
       ]
     ports:
       - "6060:6060"

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

@@ -1,7 +1,6 @@
-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:
@@ -35,7 +34,7 @@ x-db-depend: &db-depend
   depends_on:
     clickhouse:
       condition: service_healthy
-    otel-collector-migrator:
+    otel-collector-migrator-sync:
       condition: service_completed_successfully
     # clickhouse-2:
     #   condition: service_healthy
@@ -43,9 +42,11 @@ x-db-depend: &db-depend
     #   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"
@@ -55,7 +56,6 @@ services:
       - ./data/zookeeper-1:/bitnami/zookeeper
     environment:
       - ZOO_SERVER_ID=1
-      - ZOO_SERVERS=0.0.0.0:2888:3888
       # - ZOO_SERVERS=0.0.0.0:2888:3888,zookeeper-2:2888:3888,zookeeper-3:2888:3888
       - ALLOW_ANONYMOUS_LOGIN=yes
       - ZOO_AUTOPURGE_INTERVAL=1
@@ -63,6 +63,7 @@ services:
   # zookeeper-2:
   #   image: bitnami/zookeeper:3.7.0
   #   container_name: signoz-zookeeper-2
+  #   hostname: zookeeper-2
   #   user: root
   #   ports:
   #     - "2182:2181"
@@ -79,6 +80,7 @@ services:
   # zookeeper-3:
   #   image: bitnami/zookeeper:3.7.0
   #   container_name: signoz-zookeeper-3
+  #   hostname: zookeeper-3
   #   user: root
   #   ports:
   #     - "2183:2181"
@@ -103,9 +105,11 @@ services:
     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
@@ -118,9 +122,12 @@ services:
   #   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
@@ -133,12 +140,14 @@ services:
   #   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:0.23.5
+    image: signoz/alertmanager:${ALERTMANAGER_TAG:-0.23.7}
     container_name: signoz-alertmanager
     volumes:
       - ./data/alertmanager:/data
@@ -153,12 +162,12 @@ 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:latest
+    image: signoz/query-service:${DOCKER_TAG:-0.56.0}
     container_name: signoz-query-service
     command:
       [
         "-config=/root/config/prometheus.yml",
-        # "--prefer-delta=true"
+        "--use-logs-new-schema=true"
       ]
     # ports:
     #   - "6060:6060"     # pprof port
@@ -191,11 +200,25 @@ services:
       retries: 3
     <<: *db-depend
 
-  otel-collector-migrator:
-    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-0.102.2}
-    container_name: otel-migrator
+  frontend:
+    image: signoz/frontend:${DOCKER_TAG:-0.56.0}
+    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-sync:
+    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-0.111.5}
+    container_name: otel-migrator-sync
     command:
+      - "sync"
       - "--dsn=tcp://clickhouse:9000"
+      - "--up="
     depends_on:
       clickhouse:
         condition: service_healthy
@@ -204,8 +227,25 @@ services:
       # clickhouse-3:
       #   condition: service_healthy
 
+  otel-collector-migrator-async:
+    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-0.111.5}
+    container_name: otel-migrator-async
+    command:
+      - "async"
+      - "--dsn=tcp://clickhouse:9000"
+      - "--up="
+    depends_on:
+      clickhouse:
+        condition: service_healthy
+      otel-collector-migrator-sync:
+        condition: service_completed_successfully
+      # clickhouse-2:
+      #   condition: service_healthy
+      # clickhouse-3:
+      #   condition: service_healthy
+
   otel-collector:
-    image: signoz/signoz-otel-collector:0.102.2
+    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-0.111.5}
     container_name: signoz-otel-collector
     command:
       [
@@ -222,7 +262,6 @@ services:
       - /:/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
@@ -240,7 +279,7 @@ services:
     depends_on:
       clickhouse:
         condition: service_healthy
-      otel-collector-migrator:
+      otel-collector-migrator-sync:
         condition: service_completed_successfully
       query-service:
         condition: service_healthy
@@ -255,29 +294,3 @@ services:
     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.testing.yaml

@@ -1,5 +1,8 @@
 version: "2.4"
 
+include:
+  - test-app-docker-compose.yaml
+
 x-clickhouse-defaults: &clickhouse-defaults
   restart: on-failure
   # addding non LTS version due to this fix https://github.com/ClickHouse/ClickHouse/commit/32caf8716352f45c1b617274c7508c86b7d1afab
@@ -149,7 +152,7 @@ services:
   #     - ./user_scripts:/var/lib/clickhouse/user_scripts/
 
   alertmanager:
-    image: signoz/alertmanager:${ALERTMANAGER_TAG:-0.23.5}
+    image: signoz/alertmanager:${ALERTMANAGER_TAG:-0.23.7}
     container_name: signoz-alertmanager
     volumes:
       - ./data/alertmanager:/data
@@ -164,13 +167,13 @@ 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:${DOCKER_TAG:-0.49.1}
+    image: signoz/query-service:${DOCKER_TAG:-0.56.0}
     container_name: signoz-query-service
     command:
       [
         "-config=/root/config/prometheus.yml",
-        "-gateway-url=https://api.staging.signoz.cloud"
-        # "--prefer-delta=true"
+        "-gateway-url=https://api.staging.signoz.cloud",
+        "--use-logs-new-schema=true"
       ]
     # ports:
     #   - "6060:6060"     # pprof port
@@ -188,6 +191,7 @@ services:
       - GODEBUG=netdns=go
       - TELEMETRY_ENABLED=true
       - DEPLOYMENT_TYPE=docker-standalone-amd
+      - KAFKA_SPAN_EVAL=${KAFKA_SPAN_EVAL:-false}
     restart: on-failure
     healthcheck:
       test:
@@ -204,7 +208,7 @@ services:
     <<: *db-depend
 
   frontend:
-    image: signoz/frontend:${DOCKER_TAG:-0.49.1}
+    image: signoz/frontend:${DOCKER_TAG:-0.56.0}
     container_name: signoz-frontend
     restart: on-failure
     depends_on:
@@ -216,7 +220,7 @@ services:
       - ../common/nginx-config.conf:/etc/nginx/conf.d/default.conf
 
   otel-collector-migrator:
-    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-0.102.2}
+    image: signoz/signoz-schema-migrator:${OTELCOL_TAG:-0.111.5}
     container_name: otel-migrator
     command:
       - "--dsn=tcp://clickhouse:9000"
@@ -230,7 +234,7 @@ services:
 
 
   otel-collector:
-    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-0.102.2}
+    image: signoz/signoz-otel-collector:${OTELCOL_TAG:-0.111.5}
     container_name: signoz-otel-collector
     command:
       [
@@ -247,7 +251,6 @@ services:
       - /:/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
@@ -280,29 +283,3 @@ services:
     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

@@ -1,307 +1,3 @@
-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:${DOCKER_TAG:-0.49.1}
-    container_name: signoz-query-service
-    command:
-      [
-        "-config=/root/config/prometheus.yml"
-        # "--prefer-delta=true"
-      ]
-    # ports:
-    #   - "6060:6060"     # pprof port
-    #   - "8080:8080"     # query-service port
-    volumes:
-      - ./prometheus.yml:/root/config/prometheus.yml
-      - ../dashboards:/root/config/dashboards
-      - ./data/signoz/:/var/lib/signoz/
-    environment:
-      - ClickHouseUrl=tcp://clickhouse:9000
-      - ALERTMANAGER_API_PREFIX=http://alertmanager:9093/api/
-      - SIGNOZ_LOCAL_DB_PATH=/var/lib/signoz/signoz.db
-      - DASHBOARDS_PATH=/root/config/dashboards
-      - STORAGE=clickhouse
-      - GODEBUG=netdns=go
-      - TELEMETRY_ENABLED=true
-      - DEPLOYMENT_TYPE=docker-standalone-amd
-    restart: on-failure
-    healthcheck:
-      test:
-        [
-          "CMD",
-          "wget",
-          "--spider",
-          "-q",
-          "localhost:8080/api/v1/health"
-        ]
-      interval: 30s
-      timeout: 5s
-      retries: 3
-    <<: *db-depend
-
-  frontend:
-    image: signoz/frontend:${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
+include:
+  - test-app-docker-compose.yaml
+  - docker-compose-minimal.yaml

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

@@ -142,8 +142,7 @@ extensions:
 exporters:
   clickhousetraces:
     datasource: tcp://clickhouse:9000/signoz_traces
-    docker_multi_node_cluster: ${DOCKER_MULTI_NODE_CLUSTER}
-    low_cardinal_exception_grouping: ${LOW_CARDINAL_EXCEPTION_GROUPING}
+    low_cardinal_exception_grouping: ${env:LOW_CARDINAL_EXCEPTION_GROUPING}
   clickhousemetricswrite:
     endpoint: tcp://clickhouse:9000/signoz_metrics
     resource_to_telemetry_conversion:
@@ -152,12 +151,14 @@ exporters:
     endpoint: tcp://clickhouse:9000/signoz_metrics
   clickhouselogsexporter:
     dsn: tcp://clickhouse:9000/signoz_logs
-    docker_multi_node_cluster: ${DOCKER_MULTI_NODE_CLUSTER}
     timeout: 10s
+    use_new_schema: true
   # logging: {}
 
 service:
   telemetry:
+    logs:
+      encoding: json
     metrics:
       address: 0.0.0.0:8888
   extensions:

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

@@ -0,0 +1,26 @@
+services:
+  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/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;

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

@@ -38,7 +38,8 @@ type APIHandlerOptions struct {
 	Cache                         cache.Cache
 	Gateway                       *httputil.ReverseProxy
 	// Querier Influx Interval
-	FluxInterval time.Duration
+	FluxInterval     time.Duration
+	UseLogsNewSchema bool
 }
 
 type APIHandler struct {
@@ -63,6 +64,7 @@ func NewAPIHandler(opts APIHandlerOptions) (*APIHandler, error) {
 		LogsParsingPipelineController: opts.LogsParsingPipelineController,
 		Cache:                         opts.Cache,
 		FluxInterval:                  opts.FluxInterval,
+		UseLogsNewSchema:              opts.UseLogsNewSchema,
 	})
 
 	if err != nil {
@@ -175,6 +177,8 @@ 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))
 

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

@@ -9,7 +9,15 @@ import (
 
 func (ah *APIHandler) ServeGatewayHTTP(rw http.ResponseWriter, req *http.Request) {
 	ctx := req.Context()
-	if !strings.HasPrefix(req.URL.Path, gateway.RoutePrefix+gateway.AllowedPrefix) {
+	validPath := false
+	for _, allowedPrefix := range gateway.AllowedPrefix {
+		if strings.HasPrefix(req.URL.Path, gateway.RoutePrefix+allowedPrefix) {
+			validPath = true
+			break
+		}
+	}
+
+	if !validPath {
 		rw.WriteHeader(http.StatusNotFound)
 		return
 	}

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

@@ -0,0 +1,129 @@
+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 {
+			// What is query.QueryName == query.Expression doing here?
+			// In the current implementation, the way to recognize if a query is a formula is by
+			// checking if the expression is the same as the query name. if the expression is different
+			// then it is a formula. otherwise, it is simple builder query.
+			if query.DataSource != v3.DataSourceMetrics && query.QueryName == query.Expression {
+				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),
+			)
+		default:
+			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),
+			)
+		}
+		anomalies, err := provider.GetAnomalies(r.Context(), &anomaly.GetAnomaliesRequest{Params: queryRangeParams})
+		if err != nil {
+			RespondError(w, &model.ApiError{Typ: model.ErrorInternal, Err: err}, nil)
+			return
+		}
+		resp := v3.QueryRangeResponse{
+			Result:     anomalies.Results,
+			ResultType: "anomaly",
+		}
+		aH.Respond(w, resp)
+	} else {
+		r.Body = io.NopCloser(bytes.NewBuffer(bodyBytes))
+		aH.QueryRangeV4(w, r)
+	}
+}

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

@@ -1,401 +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", nil)()
-	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.Contains(query, "getSubTreeSpans(") {
-		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
-}
-
-//lint:ignore SA4009 return hash is feeded to the query
-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/server.go

@@ -1,6 +1,7 @@
 package app
 
 import (
+	"bufio"
 	"bytes"
 	"context"
 	"encoding/json"
@@ -27,6 +28,7 @@ import (
 	"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"
 	"go.signoz.io/signoz/pkg/query-service/migrate"
 	"go.signoz.io/signoz/pkg/query-service/model"
@@ -51,7 +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"
@@ -75,12 +77,13 @@ type ServerOptions struct {
 	FluxInterval      string
 	Cluster           string
 	GatewayUrl        string
+	UseLogsNewSchema  bool
 }
 
 // Server runs HTTP api service
 type Server struct {
 	serverOptions *ServerOptions
-	ruleManager   *rules.Manager
+	ruleManager   *baserules.Manager
 
 	// public http router
 	httpConn   net.Listener
@@ -152,6 +155,7 @@ func NewServer(serverOptions *ServerOptions) (*Server, error) {
 			serverOptions.MaxOpenConns,
 			serverOptions.DialTimeout,
 			serverOptions.Cluster,
+			serverOptions.UseLogsNewSchema,
 		)
 		go qb.Start(readerReady)
 		reader = qb
@@ -166,6 +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,
@@ -173,8 +185,11 @@ func NewServer(serverOptions *ServerOptions) (*Server, error) {
 		serverOptions.RuleRepoURL,
 		localDB,
 		reader,
+		c,
 		serverOptions.DisableRules,
-		lm)
+		lm,
+		serverOptions.UseLogsNewSchema,
+	)
 
 	if err != nil {
 		return nil, err
@@ -231,15 +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 {
@@ -263,6 +269,7 @@ func NewServer(serverOptions *ServerOptions) (*Server, error) {
 		Cache:                         c,
 		FluxInterval:                  fluxInterval,
 		Gateway:                       gatewayProxy,
+		UseLogsNewSchema:              serverOptions.UseLogsNewSchema,
 	}
 
 	apiHandler, err := api.NewAPIHandler(apiOpts)
@@ -317,7 +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)
@@ -357,12 +364,15 @@ func (s *Server) createPublicServer(apiHandler *api.APIHandler) (*http.Server, e
 	apiHandler.RegisterLogsRoutes(r, am)
 	apiHandler.RegisterIntegrationRoutes(r, am)
 	apiHandler.RegisterQueryRangeV3Routes(r, am)
+	apiHandler.RegisterInfraMetricsRoutes(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)
@@ -374,6 +384,7 @@ 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) {
@@ -385,6 +396,7 @@ func loggingMiddleware(next http.Handler) http.Handler {
 	})
 }
 
+// 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 {
@@ -397,27 +409,41 @@ func loggingMiddlewarePrivate(next http.Handler) http.Handler {
 	})
 }
 
+// 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"
@@ -554,6 +580,7 @@ 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()
@@ -706,8 +733,10 @@ func makeRulesManager(
 	ruleRepoURL string,
 	db *sqlx.DB,
 	ch baseint.Reader,
+	cache cache.Cache,
 	disableRules bool,
-	fm baseint.FeatureLookup) (*rules.Manager, error) {
+	fm baseint.FeatureLookup,
+	useLogsNewSchema bool) (*baserules.Manager, error) {
 
 	// create engine
 	pqle, err := pqle.FromConfigPath(promConfigPath)
@@ -723,24 +752,25 @@ 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,
+		Logger:       zap.L(),
 		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

@@ -11,8 +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 SpanRenderLimitStr = GetOrDefaultEnv("SPAN_RENDER_LIMIT", "2500")
-var MaxSpansInTraceStr = GetOrDefaultEnv("MAX_SPANS_IN_TRACE", "250000")
+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/integrations/gateway/proxy.go

@@ -8,9 +8,9 @@ import (
 	"strings"
 )
 
-const (
-	RoutePrefix   string = "/api/gateway"
-	AllowedPrefix string = "/v1/workspaces/me"
+var (
+	RoutePrefix   string   = "/api/gateway"
+	AllowedPrefix []string = []string{"/v1/workspaces/me", "/v2/profiles/me", "/v2/deployments/me"}
 )
 
 type proxy struct {

ee/query-service/license/manager.go

@@ -147,7 +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/main.go

@@ -20,6 +20,8 @@ import (
 	"google.golang.org/grpc"
 	"google.golang.org/grpc/credentials/insecure"
 
+	prommodel "github.com/prometheus/common/model"
+
 	zapotlpencoder "github.com/SigNoz/zap_otlp/zap_otlp_encoder"
 	zapotlpsync "github.com/SigNoz/zap_otlp/zap_otlp_sync"
 
@@ -77,6 +79,10 @@ func initZapLog(enableQueryServiceLogOTLPExport bool) *zap.Logger {
 	return logger
 }
 
+func init() {
+	prommodel.NameValidationScheme = prommodel.UTF8Validation
+}
+
 func main() {
 	var promConfigPath, skipTopLvlOpsPath string
 
@@ -87,6 +93,7 @@ func main() {
 	var ruleRepoURL string
 	var cluster string
 
+	var useLogsNewSchema bool
 	var cacheConfigPath, fluxInterval string
 	var enableQueryServiceLogOTLPExport bool
 	var preferSpanMetrics bool
@@ -96,6 +103,7 @@ func main() {
 	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)")
@@ -134,6 +142,7 @@ func main() {
 		FluxInterval:      fluxInterval,
 		Cluster:           cluster,
 		GatewayUrl:        gatewayUrl,
+		UseLogsNewSchema:  useLogsNewSchema,
 	}
 
 	// Read the jwt secret key

ee/query-service/model/plans.go

@@ -1,6 +1,7 @@
 package model
 
 import (
+	"go.signoz.io/signoz/pkg/query-service/constants"
 	basemodel "go.signoz.io/signoz/pkg/query-service/model"
 )
 
@@ -12,6 +13,7 @@ const DisableUpsell = "DISABLE_UPSELL"
 const Onboarding = "ONBOARDING"
 const ChatSupport = "CHAT_SUPPORT"
 const Gateway = "GATEWAY"
+const PremiumSupport = "PREMIUM_SUPPORT"
 
 var BasicPlan = basemodel.FeatureSet{
 	basemodel.Feature{
@@ -119,6 +121,27 @@ var BasicPlan = basemodel.FeatureSet{
 		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:      "",
+	},
+	basemodel.Feature{
+		Name:       basemodel.HostsInfraMonitoring,
+		Active:     constants.EnableHostsInfraMonitoring(),
+		Usage:      0,
+		UsageLimit: -1,
+		Route:      "",
+	},
 }
 
 var ProPlan = basemodel.FeatureSet{
@@ -220,6 +243,27 @@ var ProPlan = basemodel.FeatureSet{
 		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:      "",
+	},
+	basemodel.Feature{
+		Name:       basemodel.HostsInfraMonitoring,
+		Active:     constants.EnableHostsInfraMonitoring(),
+		Usage:      0,
+		UsageLimit: -1,
+		Route:      "",
+	},
 }
 
 var EnterprisePlan = basemodel.FeatureSet{
@@ -335,4 +379,25 @@ var EnterprisePlan = basemodel.FeatureSet{
 		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:      "",
+	},
+	basemodel.Feature{
+		Name:       basemodel.HostsInfraMonitoring,
+		Active:     constants.EnableHostsInfraMonitoring(),
+		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.Metric).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: 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 %s. Supported types: %s, %s", opts.Rule.RuleType, 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)
+}

frontend/package.json

@@ -34,7 +34,7 @@
 		"@dnd-kit/core": "6.1.0",
 		"@dnd-kit/modifiers": "7.0.0",
 		"@dnd-kit/sortable": "8.0.0",
-		"@grafana/data": "^9.5.2",
+		"@grafana/data": "^11.2.3",
 		"@mdx-js/loader": "2.3.0",
 		"@mdx-js/react": "2.3.0",
 		"@monaco-editor/react": "^4.3.1",
@@ -51,7 +51,7 @@
 		"ansi-to-html": "0.7.2",
 		"antd": "5.11.0",
 		"antd-table-saveas-excel": "2.2.1",
-		"axios": "1.6.4",
+		"axios": "1.7.7",
 		"babel-eslint": "^10.1.0",
 		"babel-jest": "^29.6.4",
 		"babel-loader": "9.1.3",
@@ -68,7 +68,7 @@
 		"css-loader": "5.0.0",
 		"css-minimizer-webpack-plugin": "5.0.1",
 		"dayjs": "^1.10.7",
-		"dompurify": "3.0.0",
+		"dompurify": "3.1.3",
 		"dotenv": "8.2.0",
 		"event-source-polyfill": "1.0.31",
 		"eventemitter3": "5.0.1",
@@ -76,7 +76,7 @@
 		"fontfaceobserver": "2.3.0",
 		"history": "4.10.1",
 		"html-webpack-plugin": "5.5.0",
-		"http-proxy-middleware": "2.0.6",
+		"http-proxy-middleware": "2.0.7",
 		"i18next": "^21.6.12",
 		"i18next-browser-languagedetector": "^6.1.3",
 		"i18next-http-backend": "^1.3.2",
@@ -88,7 +88,7 @@
 		"lucide-react": "0.379.0",
 		"mini-css-extract-plugin": "2.4.5",
 		"papaparse": "5.4.1",
-		"posthog-js": "1.142.1",
+		"posthog-js": "1.160.3",
 		"rc-tween-one": "3.0.6",
 		"react": "18.2.0",
 		"react-addons-update": "15.6.3",
@@ -123,10 +123,10 @@
 		"ts-node": "^10.2.1",
 		"tsconfig-paths-webpack-plugin": "^3.5.1",
 		"typescript": "^4.0.5",
-		"uplot": "1.6.26",
+		"uplot": "1.6.31",
 		"uuid": "^8.3.2",
 		"web-vitals": "^0.2.4",
-		"webpack": "5.88.2",
+		"webpack": "5.94.0",
 		"webpack-dev-server": "^4.15.1",
 		"webpack-retry-chunk-load-plugin": "3.1.1",
 		"xstate": "^4.31.0"
@@ -207,7 +207,6 @@
 		"eslint-plugin-sonarjs": "^0.12.0",
 		"husky": "^7.0.4",
 		"is-ci": "^3.0.1",
-		"jest-playwright-preset": "^1.7.2",
 		"jest-styled-components": "^7.0.8",
 		"lint-staged": "^12.5.0",
 		"msw": "1.3.2",
@@ -240,6 +239,7 @@
 		"debug": "4.3.4",
 		"semver": "7.5.4",
 		"xml2js": "0.5.0",
-		"phin": "^3.7.1"
+		"phin": "^3.7.1",
+		"body-parser": "1.20.3"
 	}
 }

frontend/public/Icons/groupBy.svg

@@ -0,0 +1 @@
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frontend/public/Icons/solid-x-circle.svg

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frontend/public/Logos/android-java-monitoring.svg

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frontend/public/Logos/android-kotlin-monitoring.svg

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frontend/public/Logos/angular.svg

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frontend/public/Logos/application-logs.svg

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frontend/public/Logos/cloudwatch-logs.svg

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frontend/public/Logos/django.svg

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frontend/public/Logos/dotnet.svg

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frontend/public/Logos/express.svg

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frontend/public/Logos/falcon.svg

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frontend/public/Logos/fastapi.svg

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frontend/public/Logos/fluentd.svg

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frontend/public/Logos/flutter-monitoring.svg

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frontend/public/Logos/from-log-file.svg

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frontend/public/Logos/gcp-cloud-functions.svg

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frontend/public/Logos/gcp-cloud-load-balancer.svg

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frontend/public/Logos/gcp-cloud-monitoring.svg

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frontend/public/Logos/gcp-cloud-run.svg

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frontend/public/Logos/gcp-cloud-sql.svg

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frontend/public/Logos/gcp-cloud-storage.svg

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frontend/public/Logos/gcp-compute-engine.svg

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frontend/public/Logos/gcp-gke.svg

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frontend/public/Logos/gcp-vpc.svg

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frontend/public/Logos/go.svg

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frontend/public/Logos/heroku.svg

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frontend/public/Logos/hostmetrics.svg

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frontend/public/Logos/http.svg

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frontend/public/Logos/java-others.svg

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frontend/public/Logos/java.svg

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frontend/public/Logos/jboss.svg

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frontend/public/Logos/lambda.svg

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frontend/public/Logos/llm-monitoring.svg

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frontend/public/Logos/nextjs.svg

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+            <dc:title>Copyright Colin Viebrock 1997 - All rights reserved.</dc:title>
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+        <dc:date>1997</dc:date>
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