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Observability in a microservice world
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Andreas Weigel
November 07, 2018
Technology
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Observability in a microservice world
Andreas Weigel
November 07, 2018
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Transcript
None
3 Amigos
“Where is my order?“ “Why is the cart slow?“
None
What's the deal? Where is the bu?
Drawback of Resilience
Known Unknowns v. Unknown Unknowns
O11y to the rescue
Observe ability
None
Building Blocks Centralized Logging Metrics Tacing
None
Goal be epared to answer the why
None
None
None
None
Collecting and storing data over a period of time
Readers Perspective
Log Level log.debug -> log.forTestPurpose log.info -> log.asExpectedByDefault log.warn ->
log.toInvestigateTomorrow log.error -> log.wakeMeUpInTheMiddleOfTheNight
Log Rotation
Unstructured Log
Structured Log
Mapped Diagnostic Context MDC.put("CartEntry", cartEntry.toString());
Debugging
Insight for Non-Dev
Container
Centralized Data Correlation
None
Inspect and Adapt xisting Knowledge Configuration Adaptability Dependency OpenSource
None
None
None
None
None
None
None
None
None
None
None
None
Data obtained from measuring events Response Time Request Rate
Explicit instrumentation
Tools Actuator natural choice for Spring Boot apps Since 2.0
based on Micrometer.io Backport available for Spring Boot <2.0
Counter
Gauge
Timer
Usage
Transport Application metrics need to be exported
Dimensional vs Non-dimensional http_server_requests_seconds_count{status="200"} http.server.requests.status.200
Fallacies with probabilities 0.99100 ≈ 0.37
None
None
None
None
None
None
None
None
None
Request scoped information
Correlation via unique IDs
Spans and Traces
Span Propagation
Spring cloud sleuth Tracing instrumentation for Spring Boot apps
What you get Span/Trace-Id generation Log integration API for managing
custom spans Zipkin integration
None
None
None
None
None
None
None
None
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None