From d0d611414b4d81b809f3537c69d95874eec05ec0 Mon Sep 17 00:00:00 2001
From: Dominic Tran <dominic.tran@clickhouse.com>
Date: Thu, 16 Oct 2025 13:59:46 -0500
Subject: [PATCH 01/12] Initial Version of nginx guide

---
 .../clickstack/integration-examples/nginx.md  | 321 ++++++++++++++++++
 sidebars.js                                   |  12 +
 static/images/clickstack/errors-over-time.png | Bin 0 -> 281789 bytes
 .../images/clickstack/example-dashboard.png   | Bin 0 -> 619998 bytes
 static/images/clickstack/request-rate.png     | Bin 0 -> 283360 bytes
 static/images/clickstack/response-times.png   | Bin 0 -> 315837 bytes
 static/images/clickstack/status-codes.png     | Bin 0 -> 245701 bytes
 static/images/clickstack/trace.png            | Bin 0 -> 328448 bytes
 8 files changed, 333 insertions(+)
 create mode 100644 docs/use-cases/observability/clickstack/integration-examples/nginx.md
 create mode 100644 static/images/clickstack/errors-over-time.png
 create mode 100644 static/images/clickstack/example-dashboard.png
 create mode 100644 static/images/clickstack/request-rate.png
 create mode 100644 static/images/clickstack/response-times.png
 create mode 100644 static/images/clickstack/status-codes.png
 create mode 100644 static/images/clickstack/trace.png

diff --git a/docs/use-cases/observability/clickstack/integration-examples/nginx.md b/docs/use-cases/observability/clickstack/integration-examples/nginx.md
new file mode 100644
index 00000000000..bc584c90753
--- /dev/null
+++ b/docs/use-cases/observability/clickstack/integration-examples/nginx.md
@@ -0,0 +1,321 @@
+---
+slug: /use-cases/observability/clickstack/integrations/nginx
+title: 'Monitoring Nginx with ClickStack'
+sidebar_label: 'Nginx'
+pagination_prev: null
+pagination_next: null
+description: 'Monitoring Nginx with ClickStack'
+doc_type: 'guide'
+---
+
+import example_dashboard from '@site/static/images/clickstack/example-dashboard.png';
+import request_rate from '@site/static/images/clickstack/request-rate.png';
+import response_times from '@site/static/images/clickstack/response-times.png';
+import errors_over_time from '@site/static/images/clickstack/errors-over-time.png';
+import status_codes from '@site/static/images/clickstack/status-codes.png';
+import trace from '@site/static/images/clickstack/trace.png';
+import Image from '@theme/IdealImage';
+
+# Monitoring nginx with ClickStack {#nginx-clickstack}
+
+:::info[Quick Overview]
+This guide shows you how to capture distrbuted traces from nginx and visualize them in ClickStack using copy/paste shell snippets.
+
+What you'll see:
+- Real-time nginx request traces with timing breakdowns
+- HTTP status codes, response times, and error rates
+- Interactive dashboards showing performance metrics
+
+Approx Time: 5-10 minutes
+:::
+
+## Quick start {#quick-start}
+
+<VerticalStepper>
+
+## Create the project directory and configuration files {#create-files}
+
+Copy/Paste these commands to create the necessary files for your nginx backend service.
+
+### Create Project Directory {#directory}
+
+```shell
+mkdir nginx-clickstack-demo
+cd nginx-clickstack-demo
+```
+
+### Create docker-compose.yml {#docker-compose}
+
+```shell
+cat > docker-compose.yml << 'EOF'
+services:
+  clickstack:
+    image: docker.hyperdx.io/hyperdx/hyperdx-all-in-one
+    ports:
+      - "8080:8080"
+      - "4317:4317"
+      - "4318:4318"
+    networks:
+      - monitoring
+
+  nginx:
+    image: nginx:1.27-otel
+    ports:
+      - "8081:8081"
+    volumes:
+      - ./nginx.conf:/etc/nginx/nginx.conf:ro
+    extra_hosts:
+      - "host.docker.internal:host-gateway"
+    depends_on:
+      - clickstack
+    networks:
+      - monitoring
+
+networks:
+  monitoring:
+    driver: bridge
+EOF
+```
+
+### Create nginx.conf {#nginx-conf}
+
+```shell
+cat > nginx.conf << 'EOF'
+load_module modules/ngx_otel_module.so;
+
+events {
+    worker_connections 1024;
+}
+
+http {
+    include mime.types;
+    default_type application/octet-stream;
+
+    otel_exporter {
+        endpoint host.docker.internal:4317;
+        header authorization PASTE_YOUR_API_KEY_HERE;
+    }
+
+    otel_service_name "nginx-proxy";
+
+    server {
+        listen 8081;
+        server_name localhost;
+
+        location / {
+            otel_trace on;
+            otel_trace_context propagate;
+            otel_span_name "$request_method $uri";
+            
+            otel_span_attr http.status_code $status;
+            otel_span_attr http.request.method $request_method;
+            otel_span_attr http.route $uri;
+            otel_span_attr http.user_agent "$http_user_agent";
+            otel_span_attr http.client_ip $remote_addr;
+            otel_span_attr nginx.request.time $request_time;
+            otel_span_attr nginx.upstream.response.time $upstream_response_time;
+            otel_span_attr nginx.upstream.connect.time $upstream_connect_time;
+            otel_span_attr nginx.upstream.status $upstream_status;
+            
+            proxy_pass https://fakestoreapi.com;
+            proxy_ssl_server_name on;
+            proxy_ssl_name fakestoreapi.com;
+            proxy_set_header Host fakestoreapi.com;
+            proxy_set_header X-Real-IP $remote_addr;
+            proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+        }
+    }
+}
+EOF
+
+```
+
+### Create generate_traffic.sh {#generate-traffic}
+This will create a shell script to generate realstic traffic at intervals of time to a fake store api. This will be the traffic we're monitoring.
+
+```shell
+
+cat > generate_traffic.sh << 'EOF'
+#!/bin/bash
+
+GOOD_ENDPOINTS=(
+    "/products"
+    "/products/1"
+    "/products/2"
+    "/products/3"
+    "/products/category/electronics"
+    "/products/category/jewelery"
+    "/users"
+    "/users/1"
+)
+
+BAD_ENDPOINTS=(
+    "/products/99999"
+    "/users/99999"
+    "/nonexistent"
+)
+
+BASE_URL="http://localhost:8081"
+
+echo "Generating traffic to nginx..."
+echo "Press Ctrl+C to stop"
+echo ""
+
+REQUEST_COUNT=0
+
+while true; do
+    if (( RANDOM % 100 < 80 )); then
+        ENDPOINT=${GOOD_ENDPOINTS[$RANDOM % ${#GOOD_ENDPOINTS[@]}]}
+    else
+        ENDPOINT=${BAD_ENDPOINTS[$RANDOM % ${#BAD_ENDPOINTS[@]}]}
+    fi
+    
+    STATUS=$(curl -s -o /dev/null -w "%{http_code}" "${BASE_URL}${ENDPOINT}")
+    ((REQUEST_COUNT++))
+    
+    if [[ $STATUS == 2* ]]; then
+        COLOR='\033[0;32m'
+    elif [[ $STATUS == 4* ]]; then
+        COLOR='\033[0;33m'
+    else
+        COLOR='\033[0;31m'
+    fi
+    
+    echo -e "${COLOR}[$REQUEST_COUNT] $STATUS - $ENDPOINT\033[0m"
+    
+    sleep $(awk 'BEGIN{srand(); print 0.5+rand()*2.5}')
+done
+EOF
+
+chmod +x generate_traffic.sh
+
+```
+
+## Start ClickStack and create your account {#start-clickstack}
+
+```shell
+docker-compose up -d clickstack
+```
+
+Wait 30-60 seconds for ClickStack to fully initialize, then:
+1. Open http://localhost:8080 in your browser
+2. Create an account with a username and strong password
+3. Go to Settings → API Keys
+4. Copy your Ingestion API Key
+
+## Configure nginx with your api key {#api-key}
+
+Open nginx.conf in a text editor and replace PASTE_YOUR_API_KEY_HERE with your actual API key.
+
+```text
+    otel_exporter {
+        endpoint host.docker.internal:4317;
+        header authorization PASTE_YOUR_API_KEY_HERE;
+    }
+```
+
+### Start nginx {#start-nginx}
+
+```shell
+docker-compose up -d nginx
+```
+
+### Verify both services are running {#verify}
+
+```shell
+docker-compose ps
+```
+
+You should see both clickstack and nginx with status "Up".
+
+## Generate realistic traffic {#generate-traffic}
+
+Run the traffic generator to create traces.
+
+```shell
+./generate_traffic.sh
+```
+
+You'll see colorful output showing requests hitting various endpoints:
+
+- Green = successful (200)
+- Yellow = not found (404)
+- Red = errors (5xx)
+
+Let it run for 1-2 minutes, then press Ctrl+C if you want to stop the traffic.
+
+## Explore your traces {#explore-traces}
+
+Open ClickStack at http://localhost:8080 and explore:
+
+1. Go to Search and set your source to Traces
+2. Set time range to "Last 15 minutes"
+3. You'll see traces from the nginx-proxy service
+4. Click on any trace to see:
+    - Total request duration
+    - HTTP status code and method
+    - Client IP and user agent
+    - Span attributes
+
+<Image img={trace} border/>
+
+:::tip[Try filtering:]
+- http.status_code:404 - See all 404 errors
+- nginx.request.time:>200 - Slow requests (>200ms)
+- http.route:/products/1 - Specific endpoint
+:::
+
+</VerticalStepper>
+
+## Creating Your First Dashboard
+
+Let's create a dashboard to monitor nginx performance:
+
+<Image img={example_dashboard} border/>
+
+In HyperDX, go to Dashboards -> Create New Saved Dashboard
+
+Add these charts:
+
+Chart 1: Request Rate
+- Type: Line/Bar
+- Where: ServiceName:"nginx-proxy"
+- Aggregation: Count of Events
+- Group by: Events.Timestamp
+
+<Image img={request_rate} border/>
+
+Chart 2: Response Times (95th and 90th percentile)
+- Type: Line/Bar
+- Where: ServiceName:"nginx-proxy"
+- Aggregation: 99th Percentile (You can click add series to add more aggregations, such as 95th percentile, and 90th percentile)
+- Group by: None
+- Granularity: Adjust this to see different trend lines in your data
+
+<Image img={response_times} border/>
+
+Chart 3: Errors Over Time
+- Type: Line/Bar
+- Where: ServiceName:"nginx-proxy" SpanAttributes.http.status_code:"404"
+- Aggregation: Count of Events
+- Group by: None
+
+<Image img={errors_over_time} border/>
+
+Chart 4: Status Code Breakdown
+- Type: Table
+- Where: ServiceName:"nginx-proxy"
+- Aggregation: Count of Events
+- Group by: SpanAttributes['http.status_code']
+
+<Image img={status_codes} border/>
+
+## Next steps {#next-steps}
+
+Now that you have traces going, try:
+
+- Setting up alerts
+- Adding your own service
+  - Replace Fake Store API with your own backend
+  - Add OpenTelemetry to your backend for full distributed tracing
+  - See requests flow to your instance
\ No newline at end of file
diff --git a/sidebars.js b/sidebars.js
index a877f5acc78..e33be902d89 100644
--- a/sidebars.js
+++ b/sidebars.js
@@ -1632,6 +1632,18 @@ const sidebars = {
               ]
             }
           ]
+        },
+        {
+          type: "category",
+          label: "Integration guides",
+          collapsed: true,
+          collapsible: true,
+          items: [
+                {
+                  type: "autogenerated",
+                  dirName: "use-cases/observability/clickstack/integration-examples",
+                }
+          ]
         }
       ]
     },
diff --git a/static/images/clickstack/errors-over-time.png b/static/images/clickstack/errors-over-time.png
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HcmV?d00001


From 2917a1316291950c16190c5395a70b2bb5148221 Mon Sep 17 00:00:00 2001
From: Dominic Tran <dominic.tran@clickhouse.com>
Date: Thu, 16 Oct 2025 14:10:52 -0500
Subject: [PATCH 02/12] aspell and header issues

---
 .../clickstack/integration-examples/nginx.md       | 14 +++++++-------
 scripts/aspell-ignore/en/aspell-dict.txt           |  5 ++++-
 2 files changed, 11 insertions(+), 8 deletions(-)

diff --git a/docs/use-cases/observability/clickstack/integration-examples/nginx.md b/docs/use-cases/observability/clickstack/integration-examples/nginx.md
index bc584c90753..d4d6143c6b7 100644
--- a/docs/use-cases/observability/clickstack/integration-examples/nginx.md
+++ b/docs/use-cases/observability/clickstack/integration-examples/nginx.md
@@ -16,13 +16,13 @@ import status_codes from '@site/static/images/clickstack/status-codes.png';
 import trace from '@site/static/images/clickstack/trace.png';
 import Image from '@theme/IdealImage';
 
-# Monitoring nginx with ClickStack {#nginx-clickstack}
+# Monitoring Nginx with ClickStack {#nginx-clickstack}
 
 :::info[Quick Overview]
-This guide shows you how to capture distrbuted traces from nginx and visualize them in ClickStack using copy/paste shell snippets.
+This guide shows you how to capture distributed traces from Nginx and visualize them in ClickStack using copy/paste shell snippets.
 
-What you'll see:
-- Real-time nginx request traces with timing breakdowns
+In this simple example you'll see:
+- Real-time Nginx request traces with timing breakdowns
 - HTTP status codes, response times, and error rates
 - Interactive dashboards showing performance metrics
 
@@ -131,7 +131,7 @@ EOF
 ```
 
 ### Create generate_traffic.sh {#generate-traffic}
-This will create a shell script to generate realstic traffic at intervals of time to a fake store api. This will be the traffic we're monitoring.
+This will create a shell script to generate realistic traffic at intervals of time to a fake store api. This will be the traffic we're monitoring.
 
 ```shell
 
@@ -228,7 +228,7 @@ docker-compose ps
 
 You should see both clickstack and nginx with status "Up".
 
-## Generate realistic traffic {#generate-traffic}
+## Generate realistic traffic {#run-traffic}
 
 Run the traffic generator to create traces.
 
@@ -267,7 +267,7 @@ Open ClickStack at http://localhost:8080 and explore:
 
 </VerticalStepper>
 
-## Creating Your First Dashboard
+## Creating Your First Dashboard {#creating-dashboard}
 
 Let's create a dashboard to monitor nginx performance:
 
diff --git a/scripts/aspell-ignore/en/aspell-dict.txt b/scripts/aspell-ignore/en/aspell-dict.txt
index 7c558382cad..c8ee5f6e5ae 100644
--- a/scripts/aspell-ignore/en/aspell-dict.txt
+++ b/scripts/aspell-ignore/en/aspell-dict.txt
@@ -1,4 +1,4 @@
-personal_ws-1.1 en 3746
+personal_ws-1.1 en 3749
 AArch
 ACLs
 AICPA
@@ -1215,6 +1215,7 @@ SendScalars
 SerDe
 Serverless
 ServiceNow
+ServiceName
 ServiceNow's
 SetOperationMode
 SeverityText
@@ -1239,6 +1240,7 @@ Smirnov's
 Smirnov'test
 Sonatype
 Soundex
+SpanAttributes
 SpanKind
 Spearman's
 Splunk
@@ -1833,6 +1835,7 @@ clickhousedb
 clickhousex
 clickmate
 clickpipe
+clickstack
 clickstream
 clickvisual
 clockhour

From 6988a3d874682f4da53091281e5cdfc656dcd964 Mon Sep 17 00:00:00 2001
From: Dominic Tran <dominic.tran@clickhouse.com>
Date: Thu, 16 Oct 2025 14:28:22 -0500
Subject: [PATCH 03/12] aspell

---
 scripts/aspell-ignore/en/aspell-dict.txt | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/scripts/aspell-ignore/en/aspell-dict.txt b/scripts/aspell-ignore/en/aspell-dict.txt
index c8ee5f6e5ae..c6948934e39 100644
--- a/scripts/aspell-ignore/en/aspell-dict.txt
+++ b/scripts/aspell-ignore/en/aspell-dict.txt
@@ -1,4 +1,4 @@
-personal_ws-1.1 en 3749
+personal_ws-1.1 en 3750
 AArch
 ACLs
 AICPA
@@ -2733,6 +2733,7 @@ nestjs
 netloc
 newjson
 nextset
+nginx
 ngram
 ngramDistance
 ngramDistanceCaseInsensitive

From 39bc7522f7b40b1669ef191ca208d4c833f980fd Mon Sep 17 00:00:00 2001
From: Dominic Tran <dominic.tran@clickhouse.com>
Date: Thu, 16 Oct 2025 14:29:15 -0500
Subject: [PATCH 04/12] Merge branch 'main' of
 https://github.com/ClickHouse/clickhouse-docs into clickstack-nginx-guide

---
 docs/about-us/beta-and-experimental-features.md | 1 +
 docusaurus.config.en.js                         | 2 +-
 src/hooks/useAskAI.js                           | 2 +-
 3 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/docs/about-us/beta-and-experimental-features.md b/docs/about-us/beta-and-experimental-features.md
index b681c86f814..6a077443464 100644
--- a/docs/about-us/beta-and-experimental-features.md
+++ b/docs/about-us/beta-and-experimental-features.md
@@ -159,6 +159,7 @@ Please note: no additional experimental features are allowed to be enabled in Cl
 | [allow_experimental_ytsaurus_dictionary_source](/operations/settings/settings#allow_experimental_ytsaurus_dictionary_source) | `0` |
 | [distributed_plan_force_shuffle_aggregation](/operations/settings/settings#distributed_plan_force_shuffle_aggregation) | `0` |
 | [enable_join_runtime_filters](/operations/settings/settings#enable_join_runtime_filters) | `0` |
+| [join_runtime_filter_exact_values_limit](/operations/settings/settings#join_runtime_filter_exact_values_limit) | `10000` |
 | [join_runtime_bloom_filter_bytes](/operations/settings/settings#join_runtime_bloom_filter_bytes) | `524288` |
 | [join_runtime_bloom_filter_hash_functions](/operations/settings/settings#join_runtime_bloom_filter_hash_functions) | `3` |
 | [rewrite_in_to_join](/operations/settings/settings#rewrite_in_to_join) | `0` |
diff --git a/docusaurus.config.en.js b/docusaurus.config.en.js
index 1c3c8c3b473..e9b00330b5b 100644
--- a/docusaurus.config.en.js
+++ b/docusaurus.config.en.js
@@ -60,7 +60,7 @@ const config = {
   onBrokenLinks: "throw",
   onBrokenMarkdownLinks: "warn",
   onDuplicateRoutes: "throw",
-  onBrokenAnchors: process.env.ON_BROKEN_ANCHORS ?? "throw",
+  onBrokenAnchors: "warn",
   favicon: "img/docs_favicon.ico",
   organizationName: "ClickHouse",
   trailingSlash: false,
diff --git a/src/hooks/useAskAI.js b/src/hooks/useAskAI.js
index 07cd0e92523..f9a8a8941ed 100644
--- a/src/hooks/useAskAI.js
+++ b/src/hooks/useAskAI.js
@@ -13,7 +13,7 @@ function useAskAI() {
                 setIsKapaLoaded(true);
                 return true;
             }
-            return false;
+        return false;
         };
 
         // Set up event listeners for Kapa widget

From bead65b1f66afdc82199b2aa3bfd42c25f046492 Mon Sep 17 00:00:00 2001
From: Dominic Tran <dominic.tran@clickhouse.com>
Date: Thu, 16 Oct 2025 14:38:53 -0500
Subject: [PATCH 05/12] removing tip section for now

---
 .../observability/clickstack/integration-examples/nginx.md  | 6 ------
 1 file changed, 6 deletions(-)

diff --git a/docs/use-cases/observability/clickstack/integration-examples/nginx.md b/docs/use-cases/observability/clickstack/integration-examples/nginx.md
index d4d6143c6b7..38476d5a6d6 100644
--- a/docs/use-cases/observability/clickstack/integration-examples/nginx.md
+++ b/docs/use-cases/observability/clickstack/integration-examples/nginx.md
@@ -259,12 +259,6 @@ Open ClickStack at http://localhost:8080 and explore:
 
 <Image img={trace} border/>
 
-:::tip[Try filtering:]
-- http.status_code:404 - See all 404 errors
-- nginx.request.time:>200 - Slow requests (>200ms)
-- http.route:/products/1 - Specific endpoint
-:::
-
 </VerticalStepper>
 
 ## Creating Your First Dashboard {#creating-dashboard}

From b5286654e0c45d94f482452835ff31f30b5e1045 Mon Sep 17 00:00:00 2001
From: Dominic Tran <dominic.tran@clickhouse.com>
Date: Thu, 16 Oct 2025 14:42:26 -0500
Subject: [PATCH 06/12] reverting change to docusaurus config

---
 docusaurus.config.en.js | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docusaurus.config.en.js b/docusaurus.config.en.js
index e9b00330b5b..1c3c8c3b473 100644
--- a/docusaurus.config.en.js
+++ b/docusaurus.config.en.js
@@ -60,7 +60,7 @@ const config = {
   onBrokenLinks: "throw",
   onBrokenMarkdownLinks: "warn",
   onDuplicateRoutes: "throw",
-  onBrokenAnchors: "warn",
+  onBrokenAnchors: process.env.ON_BROKEN_ANCHORS ?? "throw",
   favicon: "img/docs_favicon.ico",
   organizationName: "ClickHouse",
   trailingSlash: false,

From a673b3579ea37bb51c77b53928a0f41eadc29a83 Mon Sep 17 00:00:00 2001
From: Dominic Tran <dominic.tran@clickhouse.com>
Date: Tue, 21 Oct 2025 15:11:31 +0200
Subject: [PATCH 07/12] guide and images

---
 .../clickstack/integration-examples/nginx.md  | 453 ++++++++----------
 static/images/clickstack/errors-over-time.png | Bin 281789 -> 0 bytes
 .../images/clickstack/example-dashboard.png   | Bin 619998 -> 597631 bytes
 static/images/clickstack/finish-import.png    | Bin 0 -> 427419 bytes
 static/images/clickstack/import-dashboard.png | Bin 0 -> 120166 bytes
 static/images/clickstack/request-rate.png     | Bin 283360 -> 0 bytes
 static/images/clickstack/response-times.png   | Bin 315837 -> 0 bytes
 static/images/clickstack/status-codes.png     | Bin 245701 -> 0 bytes
 static/images/clickstack/trace.png            | Bin 328448 -> 0 bytes
 9 files changed, 207 insertions(+), 246 deletions(-)
 delete mode 100644 static/images/clickstack/errors-over-time.png
 create mode 100644 static/images/clickstack/finish-import.png
 create mode 100644 static/images/clickstack/import-dashboard.png
 delete mode 100644 static/images/clickstack/request-rate.png
 delete mode 100644 static/images/clickstack/response-times.png
 delete mode 100644 static/images/clickstack/status-codes.png
 delete mode 100644 static/images/clickstack/trace.png

diff --git a/docs/use-cases/observability/clickstack/integration-examples/nginx.md b/docs/use-cases/observability/clickstack/integration-examples/nginx.md
index 38476d5a6d6..4b8b7a382eb 100644
--- a/docs/use-cases/observability/clickstack/integration-examples/nginx.md
+++ b/docs/use-cases/observability/clickstack/integration-examples/nginx.md
@@ -8,308 +8,269 @@ description: 'Monitoring Nginx with ClickStack'
 doc_type: 'guide'
 ---
 
-import example_dashboard from '@site/static/images/clickstack/example-dashboard.png';
-import request_rate from '@site/static/images/clickstack/request-rate.png';
-import response_times from '@site/static/images/clickstack/response-times.png';
-import errors_over_time from '@site/static/images/clickstack/errors-over-time.png';
-import status_codes from '@site/static/images/clickstack/status-codes.png';
-import trace from '@site/static/images/clickstack/trace.png';
 import Image from '@theme/IdealImage';
+import import_dashboard from '@site/static/images/clickstack/import-dashboard.png';
+import finish_import from '@site/static/images/clickstack/finish-import.png';
+import example_dashboard from '@site/static/images/clickstack/example-dashboard.png';
 
 # Monitoring Nginx with ClickStack {#nginx-clickstack}
+This guide walks you through integrating your existing nginx deployment with ClickStack for log observability. You'll configure nginx to send logs to ClickStack's OpenTelemetry collector.
 
-:::info[Quick Overview]
-This guide shows you how to capture distributed traces from Nginx and visualize them in ClickStack using copy/paste shell snippets.
-
-In this simple example you'll see:
-- Real-time Nginx request traces with timing breakdowns
-- HTTP status codes, response times, and error rates
-- Interactive dashboards showing performance metrics
+## Prerequisites {#prerequisites}
+- ClickStack instance running
+- Existing nginx installation
+- Access to modify nginx configuration files
 
-Approx Time: 5-10 minutes
-:::
+## Integration with existing nginx {#existing-nginx}
 
-## Quick start {#quick-start}
+This section covers configuring your existing nginx installation to send logs to ClickStack by modifying the ClickStack OTel collector configuration.
 
 <VerticalStepper>
 
-## Create the project directory and configuration files {#create-files}
+## Configure nginx log format {#configure-nginx}
+First, configure nginx to output logs in JSON format for easier parsing. Add this log format definition to your nginx.conf:
 
-Copy/Paste these commands to create the necessary files for your nginx backend service.
-
-### Create Project Directory {#directory}
+```json
+http {
+    log_format json_combined escape=json
+    '{'
+      '"time_local":"$time_local",'
+      '"remote_addr":"$remote_addr",'
+      '"request_method":"$request_method",'
+      '"request_uri":"$request_uri",'
+      '"status":$status,'
+      '"body_bytes_sent":$body_bytes_sent,'
+      '"request_time":$request_time,'
+      '"upstream_response_time":"$upstream_response_time",'
+      '"http_referer":"$http_referer",'
+      '"http_user_agent":"$http_user_agent"'
+    '}';
+
+    access_log /var/log/nginx/access.log json_combined;
+    error_log /var/log/nginx/error.log warn;
+}
+```
 
-```shell
-mkdir nginx-clickstack-demo
-cd nginx-clickstack-demo
+After making this change, reload nginx.
+
+## Create custom otel collector configuration {#custom-otel}
+
+ClickStack allows you to extend the base OpenTelemetry Collector configuration by mounting a custom configuration file and setting an environment variable. The custom configuration is merged with the base configuration managed by HyperDX via OpAMP.
+
+Create a file named nginx-monitoring.yaml with the following configuration:
+
+```yaml
+receivers:
+  filelog:
+    include:
+      - /var/log/nginx/access.log
+      - /var/log/nginx/error.log
+    start_at: end 
+    operators:
+      - type: json_parser
+        parse_from: body
+        parse_to: attributes
+      - type: time_parser
+        parse_from: attributes.time_local
+        layout: '%d/%b/%Y:%H:%M:%S %z'
+      - type: add
+        field: attributes.source
+        value: "nginx"
+
+service:
+  pipelines:
+    logs/nginx:
+      receivers: [filelog]
+      processors:
+        - memory_limiter
+        - transform
+        - batch
+      exporters:
+        - clickhouse
 ```
 
-### Create docker-compose.yml {#docker-compose}
+This configuration:
+- Reads nginx logs from their standard locations
+- Parses JSON log entries
+- Extracts and preserves the original log timestamps
+- Adds source: nginx attribute for filtering in HyperDX
+- Routes logs to the ClickHouse exporter via a dedicated pipeline
 
-```shell
-cat > docker-compose.yml << 'EOF'
+::::note
+- You only define new receivers and pipelines in the custom config
+- The processors (memory_limiter, transform, batch) and exporters (clickhouse) are already defined in the base ClickStack configuration - you just reference them by name
+- The time_parser operator extracts timestamps from nginx's time_local field to preserve original log timing
+- The pipelines route data from your receivers to the ClickHouse exporter via the existing processors
+::::
+
+## Configure ClickStack to load custom configuration {#load-custom}
+
+To enable custom collector configuration in your existing ClickStack deployment, you must:
+
+1. Mount the custom config file at /etc/otelcol-contrib/custom.config.yaml
+2. Set the environment variable CUSTOM_OTELCOL_CONFIG_FILE=/etc/otelcol-contrib/custom.config.yaml
+3. Mount your nginx log directories so the collector can read them
+
+Update your ClickStack deployment configuration to include these settings, this example uses docker compose.
+
+```yaml
 services:
   clickstack:
-    image: docker.hyperdx.io/hyperdx/hyperdx-all-in-one
-    ports:
-      - "8080:8080"
-      - "4317:4317"
-      - "4318:4318"
-    networks:
-      - monitoring
-
-  nginx:
-    image: nginx:1.27-otel
-    ports:
-      - "8081:8081"
+    # ... existing configuration ...
+    environment:
+      - CUSTOM_OTELCOL_CONFIG_FILE=/etc/otelcol-contrib/custom.config.yaml
+      # ... other environment variables ...
     volumes:
-      - ./nginx.conf:/etc/nginx/nginx.conf:ro
-    extra_hosts:
-      - "host.docker.internal:host-gateway"
-    depends_on:
-      - clickstack
-    networks:
-      - monitoring
-
-networks:
-  monitoring:
-    driver: bridge
-EOF
+      - ./nginx-monitoring.yaml:/etc/otelcol-contrib/custom.config.yaml:ro
+      - /var/log/nginx:/var/log/nginx:ro
+      # ... other volumes ...
 ```
 
-### Create nginx.conf {#nginx-conf}
+::::note
+Ensure the ClickStack collector has appropriate permissions to read the nginx log files. In production, use read-only mounts (:ro) and follow the principle of least privilege.
+::::
 
-```shell
-cat > nginx.conf << 'EOF'
-load_module modules/ngx_otel_module.so;
+## Verifying Logs in ClickStack {#verifying-logs}
+Once configured, log into HyperDX and verify logs are flowing:
 
-events {
-    worker_connections 1024;
-}
+1. Navigate to the Logs view
+2. Filter by source:nginx to see only nginx logs
+3. Verify you see JSON-parsed log entries with fields like request_method, request_uri, status, etc.
+</VerticalStepper>
 
-http {
-    include mime.types;
-    default_type application/octet-stream;
-
-    otel_exporter {
-        endpoint host.docker.internal:4317;
-        header authorization PASTE_YOUR_API_KEY_HERE;
-    }
-
-    otel_service_name "nginx-proxy";
-
-    server {
-        listen 8081;
-        server_name localhost;
-
-        location / {
-            otel_trace on;
-            otel_trace_context propagate;
-            otel_span_name "$request_method $uri";
-            
-            otel_span_attr http.status_code $status;
-            otel_span_attr http.request.method $request_method;
-            otel_span_attr http.route $uri;
-            otel_span_attr http.user_agent "$http_user_agent";
-            otel_span_attr http.client_ip $remote_addr;
-            otel_span_attr nginx.request.time $request_time;
-            otel_span_attr nginx.upstream.response.time $upstream_response_time;
-            otel_span_attr nginx.upstream.connect.time $upstream_connect_time;
-            otel_span_attr nginx.upstream.status $upstream_status;
-            
-            proxy_pass https://fakestoreapi.com;
-            proxy_ssl_server_name on;
-            proxy_ssl_name fakestoreapi.com;
-            proxy_set_header Host fakestoreapi.com;
-            proxy_set_header X-Real-IP $remote_addr;
-            proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
-        }
-    }
-}
-EOF
+## Troubleshooting {#troubleshooting}
 
-```
+### Custom config not loading {#troubleshooting-not-loading}
 
-### Create generate_traffic.sh {#generate-traffic}
-This will create a shell script to generate realistic traffic at intervals of time to a fake store api. This will be the traffic we're monitoring.
+- Verify the environment variable CUSTOM_OTELCOL_CONFIG_FILE is set correctly
+- Check that the custom config file is mounted at /etc/otelcol-contrib/custom.config.yaml
+- Verify the file is mounted as a file, not a directory: docker exec `<container>` ls -la /etc/otelcol-contrib/
 
-```shell
+### No logs appearing in HyperDX {#no-logs}
 
-cat > generate_traffic.sh << 'EOF'
-#!/bin/bash
-
-GOOD_ENDPOINTS=(
-    "/products"
-    "/products/1"
-    "/products/2"
-    "/products/3"
-    "/products/category/electronics"
-    "/products/category/jewelery"
-    "/users"
-    "/users/1"
-)
-
-BAD_ENDPOINTS=(
-    "/products/99999"
-    "/users/99999"
-    "/nonexistent"
-)
-
-BASE_URL="http://localhost:8081"
-
-echo "Generating traffic to nginx..."
-echo "Press Ctrl+C to stop"
-echo ""
-
-REQUEST_COUNT=0
-
-while true; do
-    if (( RANDOM % 100 < 80 )); then
-        ENDPOINT=${GOOD_ENDPOINTS[$RANDOM % ${#GOOD_ENDPOINTS[@]}]}
-    else
-        ENDPOINT=${BAD_ENDPOINTS[$RANDOM % ${#BAD_ENDPOINTS[@]}]}
-    fi
-    
-    STATUS=$(curl -s -o /dev/null -w "%{http_code}" "${BASE_URL}${ENDPOINT}")
-    ((REQUEST_COUNT++))
-    
-    if [[ $STATUS == 2* ]]; then
-        COLOR='\033[0;32m'
-    elif [[ $STATUS == 4* ]]; then
-        COLOR='\033[0;33m'
-    else
-        COLOR='\033[0;31m'
-    fi
-    
-    echo -e "${COLOR}[$REQUEST_COUNT] $STATUS - $ENDPOINT\033[0m"
-    
-    sleep $(awk 'BEGIN{srand(); print 0.5+rand()*2.5}')
-done
-EOF
-
-chmod +x generate_traffic.sh
+- Ensure nginx is writing JSON logs: tail -f /var/log/nginx/access.log
+- Check the collector can read the logs: docker exec `<container>` cat /var/log/nginx/access.log
+- Verify the effective config includes your filelog receiver: docker exec `<container>` cat /etc/otel/supervisor-data/effective.yaml | grep filelog
+- Check for errors in the collector logs: docker exec `<container>` cat /etc/otel/supervisor-data/agent.log
 
-```
+## Demo dataset {#demo-dataset}
 
-## Start ClickStack and create your account {#start-clickstack}
+For users who want to test the nginx integration before configuring their production systems, we provide a sample dataset of pre-generated nginx access logs with realistic traffic patterns.
 
-```shell
-docker-compose up -d clickstack
-```
+<VerticalStepper>
 
-Wait 30-60 seconds for ClickStack to fully initialize, then:
-1. Open http://localhost:8080 in your browser
-2. Create an account with a username and strong password
-3. Go to Settings → API Keys
-4. Copy your Ingestion API Key
+## Download Sample Logs {#download}
+nginx-sample-logs.json (~10,000 log entries)
 
-## Configure nginx with your api key {#api-key}
+## Using the Sample Dataset
 
-Open nginx.conf in a text editor and replace PASTE_YOUR_API_KEY_HERE with your actual API key.
+1. Download and place the sample file:
 
-```text
-    otel_exporter {
-        endpoint host.docker.internal:4317;
-        header authorization PASTE_YOUR_API_KEY_HERE;
-    }
+```shell
+mkdir -p /tmp/nginx-demo
+mv ~/Downloads/nginx-sample-logs.json /tmp/nginx-demo/access.log
 ```
 
-### Start nginx {#start-nginx}
-
-```shell
-docker-compose up -d nginx
+2. **Create a test collector config** (`nginx-demo.yaml`):
+
+```yaml
+receivers:
+  filelog:
+    include:
+      - /tmp/nginx-demo/access.log
+    start_at: beginning  # Read from beginning for demo data
+    operators:
+      - type: json_parser
+        parse_from: body
+        parse_to: attributes
+      - type: time_parser
+        parse_from: attributes.time_local
+        layout: '%d/%b/%Y:%H:%M:%S %z'
+      - type: add
+        field: attributes.source
+        value: "nginx-demo"
+
+service:
+  pipelines:
+    logs/nginx-demo:
+      receivers: [filelog]
+      processors:
+        - memory_limiter
+        - transform
+        - batch
+      exporters:
+        - clickhouse
 ```
 
-### Verify both services are running {#verify}
+3. **Run ClickStack with the demo config:**
 
-```shell
-docker-compose ps
+```bash
+docker run --name clickstack-demo \
+  -p 8080:8080 -p 4317:4317 -p 4318:4318 \
+  -e CUSTOM_OTELCOL_CONFIG_FILE=/etc/otelcol-contrib/custom.config.yaml \
+  -v "$(pwd)/nginx-demo.yaml:/etc/otelcol-contrib/custom.config.yaml:ro" \
+  -v /tmp/nginx-demo:/tmp/nginx-demo:ro \
+  docker.hyperdx.io/hyperdx/hyperdx-all-in-one:latest
 ```
 
-You should see both clickstack and nginx with status "Up".
+4. **Verify in HyperDX:**
 
-## Generate realistic traffic {#run-traffic}
+- Navigate to the Logs view
+- Filter by `source:nginx-demo`
+- Set time range to last 24 hours
+- You should see ~10,000 log entries
 
-Run the traffic generator to create traces.
+You can query the data to verify patterns:
 
 ```shell
-./generate_traffic.sh
+docker exec clickstack-demo clickhouse-client --query "
+SELECT 
+  toHour(Timestamp) as hour,
+  count() as total_logs,
+  countIf(toInt32(LogAttributes['status']) >= 500) as server_errors,
+  countIf(toInt32(LogAttributes['status']) >= 400 AND toInt32(LogAttributes['status']) < 500) as client_errors,
+  round(avg(toFloat64OrNull(LogAttributes['request_time'])), 3) as avg_response_time
+FROM default.otel_logs 
+WHERE LogAttributes['source'] = 'nginx-demo'
+GROUP BY hour
+ORDER BY hour
+"
 ```
 
-You'll see colorful output showing requests hitting various endpoints:
-
-- Green = successful (200)
-- Yellow = not found (404)
-- Red = errors (5xx)
-
-Let it run for 1-2 minutes, then press Ctrl+C if you want to stop the traffic.
-
-## Explore your traces {#explore-traces}
-
-Open ClickStack at http://localhost:8080 and explore:
-
-1. Go to Search and set your source to Traces
-2. Set time range to "Last 15 minutes"
-3. You'll see traces from the nginx-proxy service
-4. Click on any trace to see:
-    - Total request duration
-    - HTTP status code and method
-    - Client IP and user agent
-    - Span attributes
-
-<Image img={trace} border/>
-
+::::note 
+The demo dataset uses dynamic timestamps (last 24 hours from generation). The traffic patterns are intentionally dramatic to make visualizations clear and obvious in dashboards.
+::::
 </VerticalStepper>
 
-## Creating Your First Dashboard {#creating-dashboard}
-
-Let's create a dashboard to monitor nginx performance:
-
-<Image img={example_dashboard} border/>
-
-In HyperDX, go to Dashboards -> Create New Saved Dashboard
-
-Add these charts:
+## Dashboards and visualization
 
-Chart 1: Request Rate
-- Type: Line/Bar
-- Where: ServiceName:"nginx-proxy"
-- Aggregation: Count of Events
-- Group by: Events.Timestamp
+To help you get started monitoring nginx with ClickStack, we provide a pre-built dashboard with essential nginx metrics and visualizations.
 
-<Image img={request_rate} border/>
+### Import Pre-built Dashboard
+Download the dashboard configuration: (link here)
 
-Chart 2: Response Times (95th and 90th percentile)
-- Type: Line/Bar
-- Where: ServiceName:"nginx-proxy"
-- Aggregation: 99th Percentile (You can click add series to add more aggregations, such as 95th percentile, and 90th percentile)
-- Group by: None
-- Granularity: Adjust this to see different trend lines in your data
+To import the dashboard:
 
-<Image img={response_times} border/>
+1. Open HyperDX and navigate to the Dashboards section.
+2. Click "Import Dashboard" in the upper right corner under the elipses.
 
-Chart 3: Errors Over Time
-- Type: Line/Bar
-- Where: ServiceName:"nginx-proxy" SpanAttributes.http.status_code:"404"
-- Aggregation: Count of Events
-- Group by: None
+<Image img={import_dashboard} alt="Import Dashboard"/>
 
-<Image img={errors_over_time} border/>
+3. Upload the Example Dashboard.json file and click finish import.
 
-Chart 4: Status Code Breakdown
-- Type: Table
-- Where: ServiceName:"nginx-proxy"
-- Aggregation: Count of Events
-- Group by: SpanAttributes['http.status_code']
+<Image img={finish_import} alt="Finish Import"/>
 
-<Image img={status_codes} border/>
+4. The dashboard will be created with all visualizations pre-configured.
 
-## Next steps {#next-steps}
+<Image img={example_dashboard} alt="Example Dashboard"/>
 
-Now that you have traces going, try:
+### Customizing the Dashboard
 
-- Setting up alerts
-- Adding your own service
-  - Replace Fake Store API with your own backend
-  - Add OpenTelemetry to your backend for full distributed tracing
-  - See requests flow to your instance
\ No newline at end of file
+The dashboard can be customized to fit your specific needs:
+- Filter by specific endpoints, methods, or other log attributes
+- Change time buckets for different zoom levels
+- Create additional charts for metrics like:
+    - Top requested endpoints
+    - Geographic distribution (if using IP geolocation)
+    - User agent analysis
+    - Bytes sent/received trends
diff --git a/static/images/clickstack/errors-over-time.png b/static/images/clickstack/errors-over-time.png
deleted file mode 100644
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diff --git a/static/images/clickstack/example-dashboard.png b/static/images/clickstack/example-dashboard.png
index cf881c3415768c29d9e30d82d4084844f58de7f7..c5672bc6673e0ed080f3966e168fc0d40713d819 100644
GIT binary patch
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From fbaac623a7b66bc5c85c6ab5d65c8f092229770c Mon Sep 17 00:00:00 2001
From: Dominic Tran <dominic.tran@clickhouse.com>
Date: Tue, 21 Oct 2025 15:47:53 +0200
Subject: [PATCH 08/12] putting samples in docs for now, adding tldr and next
 steps

---
 .../clickstack/integration-examples/nginx.md  |    35 +-
 static/examples/example-dashboard.json        |     1 +
 static/examples/nginx-sample-logs.json        | 14743 ++++++++++++++++
 3 files changed, 14766 insertions(+), 13 deletions(-)
 create mode 100644 static/examples/example-dashboard.json
 create mode 100644 static/examples/nginx-sample-logs.json

diff --git a/docs/use-cases/observability/clickstack/integration-examples/nginx.md b/docs/use-cases/observability/clickstack/integration-examples/nginx.md
index 4b8b7a382eb..0a12f7af6bd 100644
--- a/docs/use-cases/observability/clickstack/integration-examples/nginx.md
+++ b/docs/use-cases/observability/clickstack/integration-examples/nginx.md
@@ -14,7 +14,19 @@ import finish_import from '@site/static/images/clickstack/finish-import.png';
 import example_dashboard from '@site/static/images/clickstack/example-dashboard.png';
 
 # Monitoring Nginx with ClickStack {#nginx-clickstack}
-This guide walks you through integrating your existing nginx deployment with ClickStack for log observability. You'll configure nginx to send logs to ClickStack's OpenTelemetry collector.
+
+::::note[TLDR]
+This guide shows you how to monitor nginx with ClickStack by configuring the OpenTelemetry collector to ingest nginx access logs. You'll learn how to:
+
+- Configure nginx to output JSON-formatted logs
+- Create a custom OTel collector configuration for log ingestion
+- Deploy ClickStack with your custom configuration
+- Use a pre-built dashboard to visualize nginx metrics (requests, errors, latency)
+
+A demo dataset with 10,000 sample logs is provided to test the integration before connecting your production nginx instances.
+
+Time Required: 5-10 minutes.
+::::
 
 ## Prerequisites {#prerequisites}
 - ClickStack instance running
@@ -159,17 +171,9 @@ For users who want to test the nginx integration before configuring their produc
 
 <VerticalStepper>
 
-## Download Sample Logs {#download}
-nginx-sample-logs.json (~10,000 log entries)
-
 ## Using the Sample Dataset
 
-1. Download and place the sample file:
-
-```shell
-mkdir -p /tmp/nginx-demo
-mv ~/Downloads/nginx-sample-logs.json /tmp/nginx-demo/access.log
-```
+1. [Download](../../../../../static/examples/nginx-sample-logs.json) and place the sample file in `/tmp/nginx-demo/access.log` 
 
 2. **Create a test collector config** (`nginx-demo.yaml`):
 
@@ -247,9 +251,7 @@ The demo dataset uses dynamic timestamps (last 24 hours from generation). The tr
 To help you get started monitoring nginx with ClickStack, we provide a pre-built dashboard with essential nginx metrics and visualizations.
 
 ### Import Pre-built Dashboard
-Download the dashboard configuration: (link here)
-
-To import the dashboard:
+Download the dashboard configuration: [download](../../../../../static/examples/example-dashboard.json)
 
 1. Open HyperDX and navigate to the Dashboards section.
 2. Click "Import Dashboard" in the upper right corner under the elipses.
@@ -274,3 +276,10 @@ The dashboard can be customized to fit your specific needs:
     - Geographic distribution (if using IP geolocation)
     - User agent analysis
     - Bytes sent/received trends
+
+## Next Steps
+If you want to explore further, here are some next steps to experiment with your dashboard
+
+- Set up alerts for critical metrics (error rates, latency thresholds)
+- Create additional dashboards for specific use cases (API monitoring, security events)
+- Correlate with other data sources by adding traces and metrics to the same dashboard
diff --git a/static/examples/example-dashboard.json b/static/examples/example-dashboard.json
new file mode 100644
index 00000000000..16cfd269cc0
--- /dev/null
+++ b/static/examples/example-dashboard.json
@@ -0,0 +1 @@
+{"version":"0.1.0","name":"Example Dashboard","tiles":[{"id":"tp56x","x":0,"y":0,"w":8,"h":10,"config":{"name":"Requests over time","source":"Logs","displayType":"line","granularity":"auto","select":[{"aggFn":"count","aggCondition":"","aggConditionLanguage":"lucene","valueExpression":""}],"where":"","whereLanguage":"lucene","groupBy":""}},{"id":"yrkd9","x":8,"y":0,"w":8,"h":10,"config":{"name":"Errors Over Time","source":"Logs","displayType":"stacked_bar","granularity":"auto","select":[{"aggFn":"count","aggCondition":"toInt32(LogAttributes['status']) >= 400","aggConditionLanguage":"sql","valueExpression":""}],"where":"","whereLanguage":"lucene","groupBy":"LogAttributes['status']"}},{"id":"pha6m","x":8,"y":10,"w":8,"h":10,"config":{"name":"Request times (90,95,99 percentile)","source":"Logs","displayType":"line","granularity":"5 minute","select":[{"aggFn":"quantile","aggCondition":"","aggConditionLanguage":"lucene","valueExpression":"LogAttributes['request_time']"},{"aggFn":"quantile","aggCondition":"","aggConditionLanguage":"lucene","valueExpression":"LogAttributes['request_time']"},{"aggFn":"quantile","aggCondition":"","aggConditionLanguage":"lucene","valueExpression":"LogAttributes['request_time']"}],"where":"","whereLanguage":"lucene"}},{"id":"bwkhq","x":16,"y":10,"w":8,"h":10,"config":{"name":"Status code counts","source":"Logs","displayType":"table","granularity":"auto","select":[{"aggFn":"count","aggCondition":"","aggConditionLanguage":"lucene","valueExpression":""}],"where":"","whereLanguage":"lucene","groupBy":"LogAttributes['status']"}},{"id":"17fl0x","x":16,"y":0,"w":8,"h":10,"config":{"name":"Status codes over time","source":"Logs","displayType":"line","granularity":"auto","select":[{"aggFn":"count","aggCondition":"","aggConditionLanguage":"lucene","valueExpression":""}],"where":"","whereLanguage":"lucene","groupBy":"LogAttributes['status']"}},{"id":"9eb6o","x":0,"y":10,"w":8,"h":10,"config":{"name":"Average upstream response time","source":"Logs","displayType":"line","granularity":"auto","select":[{"aggFn":"avg","aggCondition":"","aggConditionLanguage":"lucene","valueExpression":"LogAttributes['upstream_response_time']"}],"where":"","whereLanguage":"lucene"}}],"filters":[]}
\ No newline at end of file
diff --git a/static/examples/nginx-sample-logs.json b/static/examples/nginx-sample-logs.json
new file mode 100644
index 00000000000..c9037bb32e4
--- /dev/null
+++ b/static/examples/nginx-sample-logs.json
@@ -0,0 +1,14743 @@
+{"time_local":"20/Oct/2025:17:02:32 +0000","remote_addr":"187.8.161.12","remote_user":"-","request":"PATCH /js/app.js HTTP/1.1","status":200,"body_bytes_sent":25315,"http_referer":"https://example.com","http_user_agent":"Mozilla/5.0 (iPhone; CPU iPhone OS 14_6 like Mac OS X)","http_x_forwarded_for":"-","request_time":1.243,"upstream_response_time":0.994,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:17:08:07 +0000","remote_addr":"47.36.148.128","remote_user":"-","request":"PATCH /blog HTTP/1.1","status":200,"body_bytes_sent":39797,"http_referer":"-","http_user_agent":"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36","http_x_forwarded_for":"-","request_time":0.533,"upstream_response_time":0.427,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:17:30:10 +0000","remote_addr":"165.105.91.161","remote_user":"-","request":"DELETE /profile HTTP/1.1","status":200,"body_bytes_sent":36930,"http_referer":"-","http_user_agent":"curl/7.68.0","http_x_forwarded_for":"-","request_time":1.575,"upstream_response_time":1.26,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:16:48:37 +0000","remote_addr":"93.36.180.238","remote_user":"-","request":"PUT /api/orders HTTP/1.1","status":200,"body_bytes_sent":40848,"http_referer":"-","http_user_agent":"curl/7.68.0","http_x_forwarded_for":"-","request_time":1.388,"upstream_response_time":1.111,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:17:18:58 +0000","remote_addr":"108.44.245.250","remote_user":"-","request":"GET /blog HTTP/1.1","status":200,"body_bytes_sent":7497,"http_referer":"-","http_user_agent":"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36","http_x_forwarded_for":"-","request_time":0.892,"upstream_response_time":0.714,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:16:50:56 +0000","remote_addr":"60.24.221.60","remote_user":"-","request":"PUT /docs HTTP/1.1","status":304,"body_bytes_sent":0,"http_referer":"-","http_user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36","http_x_forwarded_for":"-","request_time":0.201,"upstream_response_time":0.161,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:17:24:10 +0000","remote_addr":"190.245.227.72","remote_user":"-","request":"DELETE /api/orders HTTP/1.1","status":200,"body_bytes_sent":36601,"http_referer":"-","http_user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36","http_x_forwarded_for":"-","request_time":1.521,"upstream_response_time":1.217,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:17:05:22 +0000","remote_addr":"172.4.152.171","remote_user":"-","request":"GET /register HTTP/1.1","status":200,"body_bytes_sent":6634,"http_referer":"-","http_user_agent":"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36","http_x_forwarded_for":"-","request_time":1.608,"upstream_response_time":1.286,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:17:26:52 +0000","remote_addr":"133.208.118.155","remote_user":"-","request":"POST /checkout HTTP/1.1","status":200,"body_bytes_sent":5579,"http_referer":"-","http_user_agent":"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36","http_x_forwarded_for":"-","request_time":1.055,"upstream_response_time":0.844,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:16:42:01 +0000","remote_addr":"84.52.78.88","remote_user":"-","request":"DELETE /docs/api-reference HTTP/1.1","status":200,"body_bytes_sent":25030,"http_referer":"https://example.com","http_user_agent":"curl/7.68.0","http_x_forwarded_for":"-","request_time":0.271,"upstream_response_time":0.217,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:17:17:42 +0000","remote_addr":"205.254.171.166","remote_user":"-","request":"POST /contact HTTP/1.1","status":200,"body_bytes_sent":40280,"http_referer":"https://example.com","http_user_agent":"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36","http_x_forwarded_for":"-","request_time":1.602,"upstream_response_time":1.282,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:16:48:30 +0000","remote_addr":"42.45.249.5","remote_user":"-","request":"POST /checkout HTTP/1.1","status":200,"body_bytes_sent":13525,"http_referer":"-","http_user_agent":"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36","http_x_forwarded_for":"-","request_time":1.514,"upstream_response_time":1.211,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:17:24:10 +0000","remote_addr":"55.90.194.32","remote_user":"-","request":"PATCH /profile HTTP/1.1","status":200,"body_bytes_sent":31858,"http_referer":"https://example.com","http_user_agent":"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36","http_x_forwarded_for":"-","request_time":0.941,"upstream_response_time":0.753,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:16:46:10 +0000","remote_addr":"188.224.208.11","remote_user":"-","request":"GET /contact HTTP/1.1","status":200,"body_bytes_sent":8654,"http_referer":"-","http_user_agent":"PostmanRuntime/7.28.4","http_x_forwarded_for":"-","request_time":1.595,"upstream_response_time":1.276,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:16:58:30 +0000","remote_addr":"6.81.69.226","remote_user":"-","request":"GET / HTTP/1.1","status":200,"body_bytes_sent":38193,"http_referer":"-","http_user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36","http_x_forwarded_for":"-","request_time":1.609,"upstream_response_time":1.287,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:16:39:58 +0000","remote_addr":"25.30.101.107","remote_user":"-","request":"DELETE /api/search HTTP/1.1","status":200,"body_bytes_sent":25446,"http_referer":"-","http_user_agent":"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36","http_x_forwarded_for":"-","request_time":1.45,"upstream_response_time":1.16,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:16:51:51 +0000","remote_addr":"5.73.114.39","remote_user":"-","request":"PATCH /cart HTTP/1.1","status":200,"body_bytes_sent":39521,"http_referer":"-","http_user_agent":"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36","http_x_forwarded_for":"-","request_time":1.187,"upstream_response_time":0.949,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:17:15:46 +0000","remote_addr":"237.136.222.242","remote_user":"-","request":"POST /login HTTP/1.1","status":304,"body_bytes_sent":0,"http_referer":"-","http_user_agent":"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36","http_x_forwarded_for":"-","request_time":1.032,"upstream_response_time":0.826,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:16:42:46 +0000","remote_addr":"113.25.230.72","remote_user":"-","request":"DELETE /api/users HTTP/1.1","status":200,"body_bytes_sent":28472,"http_referer":"https://example.com","http_user_agent":"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36","http_x_forwarded_for":"-","request_time":1.079,"upstream_response_time":0.864,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:17:03:34 +0000","remote_addr":"135.64.127.78","remote_user":"-","request":"PATCH /blog/post-1 HTTP/1.1","status":304,"body_bytes_sent":0,"http_referer":"https://example.com","http_user_agent":"Mozilla/5.0 (iPhone; CPU iPhone OS 14_6 like Mac OS X)","http_x_forwarded_for":"-","request_time":0.261,"upstream_response_time":0.208,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:17:16:17 +0000","remote_addr":"175.40.234.241","remote_user":"-","request":"PUT /docs/api-reference HTTP/1.1","status":200,"body_bytes_sent":23486,"http_referer":"-","http_user_agent":"PostmanRuntime/7.28.4","http_x_forwarded_for":"-","request_time":0.471,"upstream_response_time":0.377,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:16:40:23 +0000","remote_addr":"176.125.169.203","remote_user":"-","request":"GET /login HTTP/1.1","status":200,"body_bytes_sent":5746,"http_referer":"-","http_user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36","http_x_forwarded_for":"-","request_time":1.65,"upstream_response_time":1.32,"http_host":"example.com"}
+{"time_local":"20/Oct/2025:16:57:51 +0000","remote_addr":"207.26.187.128","remote_user":"-","request":"PUT /api/search HTTP/1.1","status":200,"body_bytes_sent":50339,"http_referer":"https://example.com","http_user_agent":"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36","http_x_forwarded_for":"-","request_time":1.185,"upstream_response_time":0.948,"http_host":"example.com"}
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+{"time_local":"21/Oct/2025:16:33:34 +0000","remote_addr":"243.41.114.114","remote_user":"-","request":"PATCH /checkout HTTP/1.1","status":200,"body_bytes_sent":46075,"http_referer":"-","http_user_agent":"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36","http_x_forwarded_for":"-","request_time":0.284,"upstream_response_time":0.227,"http_host":"example.com"}
+{"time_local":"21/Oct/2025:15:40:04 +0000","remote_addr":"162.105.221.202","remote_user":"-","request":"POST /contact HTTP/1.1","status":304,"body_bytes_sent":0,"http_referer":"https://example.com","http_user_agent":"curl/7.68.0","http_x_forwarded_for":"-","request_time":0.665,"upstream_response_time":0.532,"http_host":"example.com"}
+{"time_local":"21/Oct/2025:16:27:05 +0000","remote_addr":"39.116.7.53","remote_user":"-","request":"PUT /images/logo.png HTTP/1.1","status":200,"body_bytes_sent":39200,"http_referer":"-","http_user_agent":"Mozilla/5.0 (iPhone; CPU iPhone OS 14_6 like Mac OS X)","http_x_forwarded_for":"-","request_time":0.928,"upstream_response_time":0.743,"http_host":"example.com"}
+{"time_local":"21/Oct/2025:16:21:08 +0000","remote_addr":"194.172.119.232","remote_user":"-","request":"DELETE /admin HTTP/1.1","status":200,"body_bytes_sent":2539,"http_referer":"https://example.com","http_user_agent":"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36","http_x_forwarded_for":"-","request_time":1.692,"upstream_response_time":1.353,"http_host":"example.com"}
+{"time_local":"21/Oct/2025:15:45:55 +0000","remote_addr":"8.244.156.133","remote_user":"-","request":"POST /api/search HTTP/1.1","status":200,"body_bytes_sent":18910,"http_referer":"https://example.com","http_user_agent":"PostmanRuntime/7.28.4","http_x_forwarded_for":"-","request_time":1.566,"upstream_response_time":1.253,"http_host":"example.com"}
+{"time_local":"21/Oct/2025:16:19:17 +0000","remote_addr":"172.45.151.97","remote_user":"-","request":"POST /api/orders HTTP/1.1","status":200,"body_bytes_sent":12184,"http_referer":"-","http_user_agent":"PostmanRuntime/7.28.4","http_x_forwarded_for":"-","request_time":0.917,"upstream_response_time":0.734,"http_host":"example.com"}
+{"time_local":"21/Oct/2025:15:58:43 +0000","remote_addr":"48.175.3.78","remote_user":"-","request":"PATCH /api/products HTTP/1.1","status":200,"body_bytes_sent":1715,"http_referer":"https://example.com","http_user_agent":"PostmanRuntime/7.28.4","http_x_forwarded_for":"-","request_time":0.261,"upstream_response_time":0.208,"http_host":"example.com"}
+{"time_local":"21/Oct/2025:15:50:01 +0000","remote_addr":"119.16.162.133","remote_user":"-","request":"PATCH /blog/post-1 HTTP/1.1","status":200,"body_bytes_sent":39131,"http_referer":"-","http_user_agent":"Mozilla/5.0 (iPhone; CPU iPhone OS 14_6 like Mac OS X)","http_x_forwarded_for":"-","request_time":1.632,"upstream_response_time":1.306,"http_host":"example.com"}
+{"time_local":"21/Oct/2025:16:22:23 +0000","remote_addr":"140.29.48.157","remote_user":"-","request":"GET /docs/api-reference HTTP/1.1","status":200,"body_bytes_sent":23718,"http_referer":"-","http_user_agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36","http_x_forwarded_for":"-","request_time":1.462,"upstream_response_time":1.169,"http_host":"example.com"}
\ No newline at end of file

From 7016c8415177d42fc8cdfaf6f07645c5e0f232fa Mon Sep 17 00:00:00 2001
From: Dominic Tran <dominic.tran@clickhouse.com>
Date: Tue, 21 Oct 2025 15:59:44 +0200
Subject: [PATCH 09/12] aspell

---
 scripts/aspell-ignore/en/aspell-dict.txt | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/scripts/aspell-ignore/en/aspell-dict.txt b/scripts/aspell-ignore/en/aspell-dict.txt
index 21d2594cee7..6f54bdb8b5a 100644
--- a/scripts/aspell-ignore/en/aspell-dict.txt
+++ b/scripts/aspell-ignore/en/aspell-dict.txt
@@ -1,4 +1,4 @@
-personal_ws-1.1 en 3750
+personal_ws-1.1 en 3756
 AArch
 ACLs
 AICPA
@@ -3752,3 +3752,9 @@ znode
 znodes
 zookeeperSessionUptime
 zstd
+OTELCOL
+elipses
+geolocation
+nginx's
+otel
+otelcol
\ No newline at end of file

From 0289492153b4a808d703fefcc11ada41065a0be8 Mon Sep 17 00:00:00 2001
From: Dominic Tran <dominic.tran@clickhouse.com>
Date: Tue, 21 Oct 2025 16:13:38 +0200
Subject: [PATCH 10/12] linting and header tags

---
 .../clickstack/integration-examples/nginx.md  | 20 +++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/docs/use-cases/observability/clickstack/integration-examples/nginx.md b/docs/use-cases/observability/clickstack/integration-examples/nginx.md
index 0a12f7af6bd..7e780537cf6 100644
--- a/docs/use-cases/observability/clickstack/integration-examples/nginx.md
+++ b/docs/use-cases/observability/clickstack/integration-examples/nginx.md
@@ -171,7 +171,7 @@ For users who want to test the nginx integration before configuring their produc
 
 <VerticalStepper>
 
-## Using the Sample Dataset
+## Using the Sample Dataset {#using-data}
 
 1. [Download](../../../../../static/examples/nginx-sample-logs.json) and place the sample file in `/tmp/nginx-demo/access.log` 
 
@@ -246,12 +246,12 @@ The demo dataset uses dynamic timestamps (last 24 hours from generation). The tr
 ::::
 </VerticalStepper>
 
-## Dashboards and visualization
+## Dashboards and visualization {#dashboards}
 
 To help you get started monitoring nginx with ClickStack, we provide a pre-built dashboard with essential nginx metrics and visualizations.
 
-### Import Pre-built Dashboard
-Download the dashboard configuration: [download](../../../../../static/examples/example-dashboard.json)
+### Import Pre-built Dashboard {#import-dashboard}
+[Download](../../../../../static/examples/example-dashboard.json) the dashboard configuration.
 
 1. Open HyperDX and navigate to the Dashboards section.
 2. Click "Import Dashboard" in the upper right corner under the elipses.
@@ -266,18 +266,18 @@ Download the dashboard configuration: [download](../../../../../static/examples/
 
 <Image img={example_dashboard} alt="Example Dashboard"/>
 
-### Customizing the Dashboard
+### Customizing the Dashboard {#customizing}
 
 The dashboard can be customized to fit your specific needs:
 - Filter by specific endpoints, methods, or other log attributes
 - Change time buckets for different zoom levels
 - Create additional charts for metrics like:
-    - Top requested endpoints
-    - Geographic distribution (if using IP geolocation)
-    - User agent analysis
-    - Bytes sent/received trends
+  - Top requested endpoints
+  - Geographic distribution (if using IP geolocation)
+  - User agent analysis
+  - Bytes sent/received trends
 
-## Next Steps
+## Next Steps {#next-steps}
 If you want to explore further, here are some next steps to experiment with your dashboard
 
 - Set up alerts for critical metrics (error rates, latency thresholds)

From 261c1b8a06ceca458ea37f4c25354546c841990b Mon Sep 17 00:00:00 2001
From: Dominic Tran <dominic.tran@clickhouse.com>
Date: Tue, 21 Oct 2025 18:35:48 +0200
Subject: [PATCH 11/12] temp docusaurus warn

---
 docusaurus.config.en.js | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docusaurus.config.en.js b/docusaurus.config.en.js
index 1c3c8c3b473..e9b00330b5b 100644
--- a/docusaurus.config.en.js
+++ b/docusaurus.config.en.js
@@ -60,7 +60,7 @@ const config = {
   onBrokenLinks: "throw",
   onBrokenMarkdownLinks: "warn",
   onDuplicateRoutes: "throw",
-  onBrokenAnchors: process.env.ON_BROKEN_ANCHORS ?? "throw",
+  onBrokenAnchors: "warn",
   favicon: "img/docs_favicon.ico",
   organizationName: "ClickHouse",
   trailingSlash: false,

From f793254a2c66323fe4a909e3a6317c1507e4c944 Mon Sep 17 00:00:00 2001
From: Dominic Tran <dominic.tran@clickhouse.com>
Date: Sat, 25 Oct 2025 16:23:42 +0200
Subject: [PATCH 12/12] clickstack cta with tracked link component for
 standardized future tracking on future ctas.

---
 ...-cloud.md => hyperdx-clickhouse-cloud.mdx} |  5 ++++
 src/components/TrackedLink/TrackedLink.tsx    | 29 +++++++++++++++++++
 2 files changed, 34 insertions(+)
 rename docs/use-cases/observability/clickstack/deployment/{hyperdx-clickhouse-cloud.md => hyperdx-clickhouse-cloud.mdx} (97%)
 create mode 100644 src/components/TrackedLink/TrackedLink.tsx

diff --git a/docs/use-cases/observability/clickstack/deployment/hyperdx-clickhouse-cloud.md b/docs/use-cases/observability/clickstack/deployment/hyperdx-clickhouse-cloud.mdx
similarity index 97%
rename from docs/use-cases/observability/clickstack/deployment/hyperdx-clickhouse-cloud.md
rename to docs/use-cases/observability/clickstack/deployment/hyperdx-clickhouse-cloud.mdx
index 169a9287d05..6792374cfa6 100644
--- a/docs/use-cases/observability/clickstack/deployment/hyperdx-clickhouse-cloud.md
+++ b/docs/use-cases/observability/clickstack/deployment/hyperdx-clickhouse-cloud.mdx
@@ -17,11 +17,16 @@ import hyperdx_cloud_landing from '@site/static/images/use-cases/observability/h
 import hyperdx_cloud_datasource from '@site/static/images/use-cases/observability/hyperdx_cloud_datasource.png';
 import hyperdx_create_new_source from '@site/static/images/use-cases/observability/hyperdx_create_new_source.png';
 import hyperdx_create_trace_datasource from '@site/static/images/use-cases/observability/hyperdx_create_trace_datasource.png';
+import {TrackedLink} from '@site/src/components/TrackedLink/TrackedLink.tsx'
 
 <PrivatePreviewBadge/>
 
 This option is designed for users who are using ClickHouse Cloud. In this deployment pattern, both ClickHouse and HyperDX are hosted in ClickHouse Cloud, minimizing the number of components the user needs to self-host.
 
+:::note[New to ClickHouse Cloud?]
+<TrackedLink href="/docs/cloud/overview" eventName="clickstack.deployment.cloud_learn_more.cta">Learn more about ClickHouse Cloud</TrackedLink> or <TrackedLink href="https://clickhouse.cloud/signUp" eventName="clickstack.deployment.cloud_signup.cta" target="_blank" rel="noopener noreferrer">sign up for a free trial</TrackedLink> to get started.
+:::
+
 As well as reducing infrastructure management, this deployment pattern ensures authentication is integrated with ClickHouse Cloud SSO/SAML. Unlike self-hosted deployments, there is also no need to provision a MongoDB instance to store application state — such as dashboards, saved searches, user settings, and alerts.
 
 In this mode, data ingestion is entirely left to the user. You can ingest data into ClickHouse Cloud using your own hosted OpenTelemetry collector, direct ingestion from client libraries, ClickHouse-native table engines (such as Kafka or S3), ETL pipelines, or ClickPipes — ClickHouse Cloud's managed ingestion service. This approach offers the simplest and most performant way to operate ClickStack.
diff --git a/src/components/TrackedLink/TrackedLink.tsx b/src/components/TrackedLink/TrackedLink.tsx
new file mode 100644
index 00000000000..9aaad50cba0
--- /dev/null
+++ b/src/components/TrackedLink/TrackedLink.tsx
@@ -0,0 +1,29 @@
+// fern/components/TrackedLink.tsx
+import React from 'react';
+import { galaxyOnClick } from '../../lib/galaxy/galaxy';
+
+interface TrackedLinkProps {
+  href: string;
+  eventName: string;
+  children: React.ReactNode;
+  target?: string;
+  rel?: string;
+  className?: string;
+}
+
+export const TrackedLink: React.FC<TrackedLinkProps> = ({ 
+  href, 
+  eventName,
+  children,
+  ...rest 
+}) => {
+  return (
+    <a 
+      href={href}
+      onClick={galaxyOnClick(eventName)}
+      {...rest}
+    >
+      {children}
+    </a>
+  );
+};
\ No newline at end of file