Azure Log Analytics logo

Azure Log Analytics

Azure Log Analytics is a service that helps you collect and analyze data generated by resources in your cloud and on-premises environments, providing query, management, and data collection APIs for monitoring and analytics.

3 APIs 5 Capabilities 10 Features 69.6 / 100 strong
AnalyticsAzureCloudLoggingMonitoring

API Rating

69.6/ 100
strong
Scored 2026-05-20 · rubric v0.3
Discoverability100.0
Contract Quality80.1
Governance60.5
Operational Transparency52.6
Developer Ergonomics56.5
Commercial Clarity71.1

APIs

Azure Log Analytics Query API

API for querying logs and data collected in Azure Log Analytics workspaces using Kusto Query Language (KQL), supporting both workspace-scoped and cross-workspace queries.

Azure Log Analytics Management API

API for managing Log Analytics workspaces, data sources, saved searches, linked services, storage insights, clusters, and tables through Azure Resource Manager.

Azure Log Analytics Ingestion API

API for sending custom log data to Azure Log Analytics workspaces using data collection rules and endpoints, supporting both custom and Azure tables.

Capabilities

Azure Log Analytics Ingestion API — Ingestion

Azure Log Analytics Ingestion API — Ingestion. 1 operations. Lead operation: Azure Log Analytics Upload Logs. Self-contained Naftiko capability covering one Azure Log Analytics ...

Run with Naftiko

Azure Log Analytics Management API — Saved Searches

Azure Log Analytics Management API — Saved Searches. 4 operations. Lead operation: Azure Log Analytics List Saved Searches. Self-contained Naftiko capability covering one Azure ...

Run with Naftiko

Azure Log Analytics Management API — Tables

Azure Log Analytics Management API — Tables. 4 operations. Lead operation: Azure Log Analytics List Tables. Self-contained Naftiko capability covering one Azure Log Analytics bu...

Run with Naftiko

Azure Log Analytics Management API — Workspaces

Azure Log Analytics Management API — Workspaces. 6 operations. Lead operation: Azure Log Analytics List Workspaces. Self-contained Naftiko capability covering one Azure Log Anal...

Run with Naftiko

Azure Log Analytics Query API — Query

Azure Log Analytics Query API — Query. 2 operations. Lead operation: Azure Log Analytics Get Query. Self-contained Naftiko capability covering one Azure Log Analytics business s...

Run with Naftiko

Features

Kusto Query Language

Full KQL query language support for complex log analytics and data exploration across cloud and on-premises resources.

Custom Log Ingestion

Send custom log data from any source using the Logs Ingestion API with data collection rules and transformations.

Workspace Management

Create, configure, and manage Log Analytics workspaces including data sources, retention policies, and access control.

Saved Searches

Save and reuse KQL queries across workspace sessions for consistent monitoring and reporting.

Data Collection Rules

Define data collection pipelines with transformations that shape incoming data before it reaches the workspace.

Cross-Workspace Queries

Query data across multiple Log Analytics workspaces in a single query for centralized analysis.

Simple Mode Queries

Point-and-click spreadsheet-like query experience for users who do not need full KQL knowledge.

Alert Rule Integration

Create alert rules directly from log queries to enable proactive monitoring and automated responses.

Workspace Failover

Activate and deactivate failover for workspace disaster recovery and high availability.

Data Export

Export query results to Excel, CSV, Power BI, and Grafana dashboards for external analysis.

Use Cases

Infrastructure Monitoring

Collect and analyze logs from virtual machines, containers, and network resources to monitor infrastructure health.

Security Investigation

Query security events and audit logs to investigate incidents and detect threats across Azure resources.

Application Performance Monitoring

Analyze application logs and telemetry to identify performance bottlenecks and errors.

Compliance Auditing

Collect and retain audit logs to meet regulatory compliance requirements and generate compliance reports.

Custom Data Integration

Ingest custom log data from third-party systems and on-premises resources using the Logs Ingestion API.

Cost Optimization

Analyze resource usage patterns and log data to identify cost-saving opportunities across Azure deployments.

Integrations

Azure Monitor

Core integration with Azure Monitor for unified observability across metrics, logs, and traces.

Microsoft Sentinel

Feed log data into Microsoft Sentinel for SIEM and SOAR capabilities.

Azure Data Explorer

Built on Azure Data Explorer engine, supports the same KQL query language for advanced analytics.

Power BI

Export and visualize log query results in Power BI dashboards for business intelligence reporting.

Grafana

Connect Azure Monitor Logs as a data source in managed Grafana dashboards for visualization.

Azure Workbooks

Create interactive visual reports using log query results within Azure Workbooks.

Azure Automation

Trigger automation runbooks based on log query results and alert rules.

Azure Logic Apps

Integrate log analytics alerts with Logic Apps workflows for automated incident response.

Application Insights

Combine application telemetry from Application Insights with infrastructure logs for full-stack observability.

Azure Resource Manager

Manage Log Analytics resources programmatically through Azure Resource Manager REST APIs.

Semantic Vocabularies

Azure Log Analytics Ingestion Api Context

3 classes · 10 properties

JSON-LD

Azure Log Analytics Management Api Context

5 classes · 20 properties

JSON-LD

Azure Log Analytics Query Api Context

6 classes · 11 properties

JSON-LD

API Governance Rules

Azure Log Analytics API Rules

41 rules · 20 errors 11 warnings 10 info

SPECTRAL

Resources

🌐
Portal
Portal
🔗
Documentation
Documentation
🚀
GettingStarted
GettingStarted
💰
Pricing
Pricing
🟢
StatusPage
StatusPage
💬
Support
Support
📰
Blog
Blog
📜
TermsOfService
TermsOfService
📜
PrivacyPolicy
PrivacyPolicy
👥
GitHubOrganization
GitHubOrganization
👥
GitHubRepository
GitHubRepository
🔗
CLI
CLI
📦
Python SDK
SDK
📦
JavaScript SDK
SDK
📦
Go SDK
SDK
📦
.NET SDK
SDK
📦
Java SDK
SDK
🔗
RateLimits
RateLimits
🔗
SpectralRules
SpectralRules
🔗
Vocabulary
Vocabulary

Sources

Raw ↑
aid: azure-log-analytics
name: Azure Log Analytics
description: Azure Log Analytics is a service that helps you collect and analyze data generated by resources in your cloud
  and on-premises environments, providing query, management, and data collection APIs for monitoring and analytics.
type: Index
image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg
tags:
- Analytics
- Azure
- Cloud
- Logging
- Monitoring
url: https://raw.githubusercontent.com/api-evangelist/azure-log-analytics/refs/heads/main/apis.yml
created: '2024-01-01'
modified: '2026-05-19'
specificationVersion: '0.19'
apis:
- aid: azure-log-analytics:azure-log-analytics-query-api
  name: Azure Log Analytics Query API
  description: API for querying logs and data collected in Azure Log Analytics workspaces using Kusto Query Language (KQL),
    supporting both workspace-scoped and cross-workspace queries.
  humanURL: https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/overview
  baseURL: https://api.loganalytics.azure.com/v1
  tags:
  - Analytics
  - Logs
  - Query
  properties:
  - type: Documentation
    url: https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/overview
  - type: OpenAPI
    url: openapi/azure-log-analytics-query-api.yaml
  - type: APIReference
    url: https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/request-format
  - type: Authentication
    url: https://learn.microsoft.com/en-us/azure/azure-monitor/logs/api/access-api
  - type: Quickstart
    url: https://learn.microsoft.com/en-us/azure/azure-monitor/logs/log-analytics-tutorial
  - type: JSONSchema
    url: json-schema/query-api-query-body-schema.json
  - type: JSONSchema
    url: json-schema/query-api-query-results-schema.json
  - type: JSONLD
    url: json-ld/azure-log-analytics-query-api-context.jsonld
  - type: Example
    url: examples/query-api-query-body-example.json
  - type: Example
    url: examples/query-api-query-results-example.json
  - type: NaftikoCapability
    url: capabilities/query-query.yaml
- aid: azure-log-analytics:azure-log-analytics-management-api
  name: Azure Log Analytics Management API
  description: API for managing Log Analytics workspaces, data sources, saved searches, linked services, storage insights,
    clusters, and tables through Azure Resource Manager.
  humanURL: https://learn.microsoft.com/en-us/rest/api/loganalytics/
  baseURL: https://management.azure.com
  tags:
  - Configuration
  - Management
  - Workspaces
  properties:
  - type: Documentation
    url: https://learn.microsoft.com/en-us/rest/api/loganalytics/
  - type: OpenAPI
    url: openapi/azure-log-analytics-management-api.yaml
  - type: APIReference
    url: https://learn.microsoft.com/en-us/rest/api/loganalytics/workspaces
  - type: JSONSchema
    url: json-schema/management-api-workspace-schema.json
  - type: JSONSchema
    url: json-schema/management-api-saved-search-schema.json
  - type: JSONLD
    url: json-ld/azure-log-analytics-management-api-context.jsonld
  - type: Example
    url: examples/management-api-workspace-example.json
  - type: Example
    url: examples/management-api-saved-search-example.json
  - type: NaftikoCapability
    url: capabilities/management-saved-searches.yaml
  - type: NaftikoCapability
    url: capabilities/management-tables.yaml
  - type: NaftikoCapability
    url: capabilities/management-workspaces.yaml
- aid: azure-log-analytics:azure-log-analytics-ingestion-api
  name: Azure Log Analytics Ingestion API
  description: API for sending custom log data to Azure Log Analytics workspaces using data collection rules and endpoints,
    supporting both custom and Azure tables.
  humanURL: https://learn.microsoft.com/en-us/azure/azure-monitor/logs/logs-ingestion-api-overview
  baseURL: https://monitor.azure.com
  tags:
  - Data Collection
  - Ingestion
  - Logs
  properties:
  - type: Documentation
    url: https://learn.microsoft.com/en-us/azure/azure-monitor/logs/logs-ingestion-api-overview
  - type: OpenAPI
    url: openapi/azure-log-analytics-ingestion-api.yaml
  - type: Quickstart
    url: https://learn.microsoft.com/en-us/azure/azure-monitor/logs/tutorial-logs-ingestion-code
  - type: Authentication
    url: https://learn.microsoft.com/en-us/azure/azure-monitor/logs/logs-ingestion-api-overview#configuration
  - type: JSONSchema
    url: json-schema/ingestion-api-log-entry-schema.json
  - type: JSONLD
    url: json-ld/azure-log-analytics-ingestion-api-context.jsonld
  - type: Example
    url: examples/ingestion-api-log-entry-example.json
  - type: NaftikoCapability
    url: capabilities/ingestion-ingestion.yaml
common:
- type: Portal
  url: https://portal.azure.com/
- type: Documentation
  url: https://learn.microsoft.com/en-us/azure/azure-monitor/logs/log-analytics-overview
- type: GettingStarted
  url: https://learn.microsoft.com/en-us/azure/azure-monitor/logs/log-analytics-tutorial
- type: Pricing
  url: https://azure.microsoft.com/en-us/pricing/details/monitor/
- type: StatusPage
  url: https://status.azure.com/
- type: Support
  url: https://azure.microsoft.com/en-us/support/
- type: Blog
  url: https://azure.microsoft.com/en-us/blog/tag/azure-log-analytics/
- type: TermsOfService
  url: https://azure.microsoft.com/en-us/support/legal/
- type: PrivacyPolicy
  url: https://privacy.microsoft.com/en-us/privacystatement
- type: GitHubOrganization
  url: https://github.com/Azure
- type: GitHubRepository
  url: https://github.com/Azure/azure-rest-api-specs
- type: CLI
  url: https://learn.microsoft.com/en-us/cli/azure/monitor/log-analytics
- type: SDK
  url: https://pypi.org/project/azure-monitor-query/
  title: Python SDK
- type: SDK
  url: https://www.npmjs.com/package/@azure/monitor-query
  title: JavaScript SDK
- type: SDK
  url: https://pkg.go.dev/github.com/Azure/azure-sdk-for-go/sdk/monitor/query/azlogs
  title: Go SDK
- type: SDK
  url: https://learn.microsoft.com/en-us/dotnet/api/overview/azure/Monitor.Query-readme
  title: .NET SDK
- type: SDK
  url: https://learn.microsoft.com/en-us/java/api/overview/azure/monitor-query-readme
  title: Java SDK
- type: RateLimits
  url: https://learn.microsoft.com/en-us/azure/azure-monitor/service-limits#query-api
- type: SpectralRules
  url: rules/azure-log-analytics-spectral-rules.yml
- type: Vocabulary
  url: vocabulary/azure-log-analytics-vocabulary.yaml
- type: Features
  data:
  - name: Kusto Query Language
    description: Full KQL query language support for complex log analytics and data exploration across cloud and on-premises
      resources.
  - name: Custom Log Ingestion
    description: Send custom log data from any source using the Logs Ingestion API with data collection rules and transformations.
  - name: Workspace Management
    description: Create, configure, and manage Log Analytics workspaces including data sources, retention policies, and access
      control.
  - name: Saved Searches
    description: Save and reuse KQL queries across workspace sessions for consistent monitoring and reporting.
  - name: Data Collection Rules
    description: Define data collection pipelines with transformations that shape incoming data before it reaches the workspace.
  - name: Cross-Workspace Queries
    description: Query data across multiple Log Analytics workspaces in a single query for centralized analysis.
  - name: Simple Mode Queries
    description: Point-and-click spreadsheet-like query experience for users who do not need full KQL knowledge.
  - name: Alert Rule Integration
    description: Create alert rules directly from log queries to enable proactive monitoring and automated responses.
  - name: Workspace Failover
    description: Activate and deactivate failover for workspace disaster recovery and high availability.
  - name: Data Export
    description: Export query results to Excel, CSV, Power BI, and Grafana dashboards for external analysis.
- type: UseCases
  data:
  - name: Infrastructure Monitoring
    description: Collect and analyze logs from virtual machines, containers, and network resources to monitor infrastructure
      health.
  - name: Security Investigation
    description: Query security events and audit logs to investigate incidents and detect threats across Azure resources.
  - name: Application Performance Monitoring
    description: Analyze application logs and telemetry to identify performance bottlenecks and errors.
  - name: Compliance Auditing
    description: Collect and retain audit logs to meet regulatory compliance requirements and generate compliance reports.
  - name: Custom Data Integration
    description: Ingest custom log data from third-party systems and on-premises resources using the Logs Ingestion API.
  - name: Cost Optimization
    description: Analyze resource usage patterns and log data to identify cost-saving opportunities across Azure deployments.
- type: Integrations
  data:
  - name: Azure Monitor
    description: Core integration with Azure Monitor for unified observability across metrics, logs, and traces.
  - name: Microsoft Sentinel
    description: Feed log data into Microsoft Sentinel for SIEM and SOAR capabilities.
  - name: Azure Data Explorer
    description: Built on Azure Data Explorer engine, supports the same KQL query language for advanced analytics.
  - name: Power BI
    description: Export and visualize log query results in Power BI dashboards for business intelligence reporting.
  - name: Grafana
    description: Connect Azure Monitor Logs as a data source in managed Grafana dashboards for visualization.
  - name: Azure Workbooks
    description: Create interactive visual reports using log query results within Azure Workbooks.
  - name: Azure Automation
    description: Trigger automation runbooks based on log query results and alert rules.
  - name: Azure Logic Apps
    description: Integrate log analytics alerts with Logic Apps workflows for automated incident response.
  - name: Application Insights
    description: Combine application telemetry from Application Insights with infrastructure logs for full-stack observability.
  - name: Azure Resource Manager
    description: Manage Log Analytics resources programmatically through Azure Resource Manager REST APIs.
maintainers:
- FN: Kin Lane
  email: [email protected]