Programmability

Highly available programmability

Guance programmability around DQL, OpenAPI, DataFlux Func, custom tags, and automated extensions helps teams integrate observable queries, data processing, alert linkages, and business systems into their workflows.

Highly available programmability
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What problems does programmability solve?

Extend query, inspection, and automation processes with programmability

When standard functions cannot cover complex inspection, automation, or data processing workflows, programmability extends Guance analysis and operations actions through DQL, OpenAPI, and DataFlux Func.

Want to analyze across logs, metrics, and links? Use DQL to unify the query language
DQL can query multiple types of data such as metrics, logs, links, objects, events, and user access, and supports filtering, aggregation, grouping, and function processing. Teams can reuse query logic on platforms, clients, or automated workflows to convert troubleshooting experiences into stable data capabilities.
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Want to analyze across logs, metrics, and links? Use DQL to unify the query language
Need custom processing and integration? Carry business functions with DataFlux Func
Need custom processing and integration? Carry business functions with DataFlux Func
DataFlux Func can be used to write, schedule, and manage function scripts, connecting external data sources, internal systems, and Guance data. It is suitable for data synchronization, alert linkage, inspection tasks, report generation, and custom automation, embedding platform capabilities into the enterprise's own processes.
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Labels are not decoration; they form the foundation for cross-data correlation and accountability
Through global and custom tags, teams can associate hosts, services, environments, versions, business lines, and responsible persons. Alerts, dashboards, log queries, and event analytics can all reuse these tags, reducing communication costs for "whose system is this, which business it impacts?"
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Labels are not decoration; they form the foundation for cross-data correlation and accountability

Frequently asked questions

What capabilities does Guance programmability include?

Programmability includes DQL queries, OpenAPI, DataFlux Func, custom tags, and automated extensions, helping teams incorporate query, inspection, inspection, alert linkage, and system integration into their workflows.

What can DQL be used for?

DQL can filter, aggregate, group, and perform function calculations across metrics, logs, links, events, objects, and user access, making it suitable for building dashboards, alert rules, and automated analysis.

What scenarios is DataFlux Func suitable for?

DataFlux Func is suitable for data synchronization, custom inspections, alarm linkage, external system integration, report generation, and business automation, enabling Guance capabilities to integrate into existing enterprise workflows.

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Want to see how programmability applies to your business systems?

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