New Dataset monitor

config/_default/menus/main.en.yaml

@@ -1779,86 +1779,91 @@ menu:
       parent: monitor_types
       identifier: monitor_types_database_monitoring
       weight: 410
+    - name: Dataset
+      url: monitors/types/dataset/
+      parent: monitor_types
+      identifier: monitor_types_dataset
+      weight: 411
     - name: Error Tracking
       url: monitors/types/error_tracking/
       parent: monitor_types
       identifier: monitor_types_error_tracking
-      weight: 411
+      weight: 412
     - name: Event
       url: monitors/types/event/
       parent: monitor_types
       identifier: monitor_types_event
-      weight: 412
+      weight: 413
     - name: Forecast
       url: monitors/types/forecasts/
       parent: monitor_types
       identifier: monitor_types_forecasts
-      weight: 413
+      weight: 414
     - name: Integration
       url: monitors/types/integration/
       parent: monitor_types
       identifier: monitor_types_integration
-      weight: 414
+      weight: 415
     - name: Live Process
       url: monitors/types/process/
       parent: monitor_types
       identifier: monitor_types_process
-      weight: 415
+      weight: 416
     - name: Logs
       url: monitors/types/log/
       parent: monitor_types
       identifier: monitor_types_log
-      weight: 416
+      weight: 417
     - name: Network
       url: monitors/types/network/
       parent: monitor_types
       identifier: monitor_types_network
-      weight: 417
+      weight: 418
     - name: Cloud Network Monitoring
       url: monitors/types/cloud_network_monitoring/
       parent: monitor_types
       identifier: monitor_types_cnm
-      weight: 418
+      weight: 419
     - name: NetFlow
       url: monitors/types/netflow/
       parent: monitor_types
       identifier: monitor_types_netflow
-      weight: 419
+      weight: 420
     - name: Outlier
       url: monitors/types/outlier/
       parent: monitor_types
       identifier: monitor_types_outlier
-      weight: 420
+      weight: 421
     - name: Process Check
       url: monitors/types/process_check/
       parent: monitor_types
       identifier: monitor_types_process_check
-      weight: 421
+      weight: 422
     - name: Real User Monitoring
       url: monitors/types/real_user_monitoring/
       parent: monitor_types
       identifier: monitor_types_rum
-      weight: 422
+      weight: 423
     - name: Service Check
       url: monitors/types/service_check/
       parent: monitor_types
       identifier: monitor_types_service_check
-      weight: 423
+      weight: 424
     - name: SLO Alerts
       url: monitors/types/slo/
       parent: monitor_types
       identifier: monitor_types_slo
-      weight: 424
+      weight: 425
     - name: Synthetic Monitoring
       url: monitors/types/synthetic_monitoring/
       parent: monitor_types
       identifier: monitor_types_syn
-      weight: 425
+      weight: 426
     - name: Watchdog
       url: monitors/types/watchdog/
       parent: monitor_types
       identifier: monitor_types_watchdog
-      weight: 426
+      weight: 427
     - name: Notifications
       url: monitors/notify/
       parent: alerting

content/en/monitors/types/dataset.md

@@ -0,0 +1,71 @@
+---
+title: Dataset Monitor
+description: "Alert on advanced log analysis with Dataset monitors that support querying multiple data sources, chaining data transformations, and running complex SQL queries."
+further_reading:
+- link: "/notebooks/advanced_analysis/"
+  tag: "Documentation"
+  text: "Notebooks Advanced Analysis"
+- link: "/monitors/configuration/"
+  tag: "Documentation"
+  text: "Learn how to configure monitors"
+- link: "/monitors/notify/"
+  tag: "Documentation"
+  text: "Configure your monitor notifications"
+---
+
+## Overview
+
+<div class="alert alert-danger">Datasets that include Flex Logs are not supported.</div>
+
+Dataset monitors enable you to alert on advanced log analysis by leveraging all Notebooks advanced analysis features. With Dataset monitors, you can:
+
+- Query multiple data sources
+- Chain data transformations
+- Run complex SQL queries
+- Create sophisticated analysis workflows
+
+Dataset monitors offer full Notebook analysis features, letting you alert on complex data patterns not easily detected with standard monitors.
+
+## Monitor creation
+
+You can create a Dataset monitor in two ways:
+
+### From the Monitors page
+
+To create a [Dataset monitor][1] in Datadog, use the main navigation: **Monitors > New Monitor > Dataset**.
+
+### From a Notebook
+
+To create a Dataset monitor directly from a Notebook:
+
+1. Open a Notebook with an Analysis cell containing your desired query.
+2. In the Analysis cell, click the dropdown arrow next to **Save to Dashboard**.
+3. Select **Create monitor**.
+
+This allows you to seamlessly convert your exploratory analysis into an alerting monitor.
+
+## Define the query
+
+Dataset monitors use the same query interface as Notebook Analysis cells.
+
+1. **Select your dataset**: [To confirm] Select from available Notebook Analysis cells.
+2. **Filter your dataset**: [To confirm] Filter your results by column.
+3. **Preview results**: View the output of your query before setting alert conditions.
+
+{{< img src="/monitors/monitor_types/dataset/dataset_monitor_config.png" alt="Dataset monitor configuration example" style="width:100%;" >}}
+
+## Set alert conditions
+
+Configure monitors to trigger if the query value crosses a threshold, and customize advanced alert options for recovery thresholds and evaluation delays. For more information, see [Configure Monitors][2].
+
+## Notifications
+
+For detailed instructions on alert messaging, see [Notifications][3].
+
+## Further reading
+
+{{< partial name="whats-next/whats-next.html" >}}
+
+[1]: https://app.datadoghq.com/monitors/create/dataset
+[2]: /monitors/configuration/
+[3]: /monitors/notify/