KQL Editor

A web-based KQL editor to compose, test, and run Kusto queries against local sample data or connected clusters.

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About This Tool

The KQL Editor is a web-based workspace for composing, validating, and executing Kusto Query Language (KQL) queries. It targets data engineers, data scientists, BI developers, and analysts who need rapid, in-browser access to Azure Data Explorer clusters or local sample data without desktop tools. It supports iterative development, debugging, and sharing reproducible results across teams, making prototyping, hypothesis testing, and KQL education more efficient. It emphasizes correctness, performance insight, and safe access controls when connecting to external data sources.
Conceptually, the tool accepts inputs such as cluster URL, database, and authentication method, then constructs and submits KQL statements to the configured data source. It returns results as a structured table with column metadata, plus execution time and data size. A query history enables reuse, while templates and snippets speed common patterns. It supports ad-hoc queries and more complex pipelines involving joins, unions, and time-based filters.
The processing pipeline performs syntax validation, semantic checks, and result formatting. It surfaces errors with location hints, offers light autocomplete from the current schema, and supports parameterized queries. Results render in a tabular view with optional pagination and can be exported to CSV or JSON. Developers can assess performance and cardinality in a focused browser environment.
Unique value lies in browser-based access to safe, read-only exploration, with export and template-driven workflows. Use cases include rapid prototyping for dashboards, KQL education, and sharing reproducible queries with teammates. It avoids local dependencies while enabling collaboration by exporting queries and results and by preserving a history of edits.

How to Use

  1. Provide inputs: cluster URL, database, and authentication method.
  2. Enter your KQL query in the editor.
  3. Execute to run the query.
  4. Review results, including columns, data, and execution time.
  5. Export results or save the query for reuse.
How to use kql editor online

Frequently Asked Questions

Find Quick Answers

What data sources does the editor connect to?
It connects to Azure Data Explorer clusters and can use sample datasets. You must supply a valid cluster URL, database, and appropriate authentication.
Can I export results?
Yes. Results can be exported as CSV or JSON, enabling offline analysis or sharing with stakeholders. Exports preserve the result schema and metadata.
Is there syntax highlighting or autocomplete?
The tool provides basic syntax validation and lightweight autocomplete suggestions from the active schema to aid query construction.
What are the execution limits?
Execution follows the target cluster's limits and configured timeouts. Large results may paginate or be truncated, with error details returned for resource constraints.

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