prometheus / prometheus/client_java

Code quality improvements

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Description

Code Quality Improvement Plan

This document tracks code quality improvements for the Prometheus Java Client library. Work through these items incrementally across sessions.

High Priority

1. Add Missing Test Coverage for Exporter Modules
  • prometheus-metrics-exporter-common - base module, no tests
  • prometheus-metrics-exporter-servlet-jakarta - no tests
  • prometheus-metrics-exporter-servlet-javax - no tests
  • prometheus-metrics-exporter-opentelemetry-otel-agent-resources - no tests
2. Eliminate Dropwizard Module Duplication
  • Create shared base class or use generics for prometheus-metrics-instrumentation-dropwizard and prometheus-metrics-instrumentation-dropwizard5 (~297 lines each, nearly identical)
3. Address Technical Debt (TODOs)
  • prometheus-metrics-core/src/main/java/io/prometheus/metrics/core/metrics/Histogram.java:965 - "reset interval isn't tested yet"
  • prometheus-metrics-core/src/main/java/io/prometheus/metrics/core/metrics/Summary.java:205 - "Exemplars (are hard-coded as empty)"
  • prometheus-metrics-core/src/main/java/io/prometheus/metrics/core/metrics/SlidingWindow.java:18 - "synchronized implementation, room for optimization"
  • prometheus-metrics-config/src/main/java/io/prometheus/metrics/config/PrometheusPropertiesLoader.java:105 - "Add environment variables like EXEMPLARS_ENABLED"
  • prometheus-metrics-exporter-opentelemetry/src/main/java/io/prometheus/metrics/exporter/opentelemetry/PrometheusMetricProducer.java:44 - "filter configuration for OpenTelemetry exporter"
  • prometheus-metrics-config/src/main/java/io/prometheus/metrics/config/ExporterOpenTelemetryProperties.java:7 - "JavaDoc missing"
4. Improve Exception Handling

Replace broad catch (Exception e) with specific exception types:

  • prometheus-metrics-instrumentation-dropwizard5/src/main/java/.../DropwizardExports.java:237
  • prometheus-metrics-instrumentation-caffeine/src/main/java/.../CacheMetricsCollector.java:229
  • prometheus-metrics-exporter-opentelemetry/src/main/java/.../PrometheusInstrumentationScope.java:47
  • prometheus-metrics-exporter-opentelemetry/src/main/java/.../OtelAutoConfig.java:115
  • prometheus-metrics-instrumentation-jvm/src/main/java/.../JvmNativeMemoryMetrics.java:166
  • prometheus-metrics-exporter-httpserver/src/main/java/.../HttpExchangeAdapter.java:115

Medium Priority

5. Add Branch Coverage to JaCoCo
  • Update pom.xml to add branch coverage requirement (~50% minimum)
<limit>
  <counter>BRANCH</counter>
  <value>COVEREDRATIO</value>
  <minimum>0.50</minimum>
</limit>
6. Raise Minimum Coverage Thresholds

Current thresholds to review:

  • prometheus-metrics-exporter-httpserver - 45% (raise to 60%)
  • prometheus-metrics-instrumentation-dropwizard5 - 50% (raise to 60%)
  • prometheus-metrics-exposition-textformats - 50% (raise to 60%)
  • prometheus-metrics-instrumentation-jvm - 55% (raise to 60%)
7. Add SpotBugs
  • Add spotbugs-maven-plugin to pom.xml
  • Configure with appropriate rule set
8. Narrow Checkstyle Suppressions
  • Review checkstyle-suppressions.xml - currently suppresses ALL Javadoc checks globally
  • Narrow to specific packages/classes that need exceptions

Lower Priority

9. Refactor Large Classes
  • prometheus-metrics-core/src/main/java/.../Histogram.java (978 lines) - consider extracting native histogram logic
10. Document Configuration Classes
  • PrometheusPropertiesLoader - add JavaDoc
  • ExporterProperties and related classes - add JavaDoc
  • ExporterOpenTelemetryProperties - add JavaDoc (noted in TODO)
11. Consolidate Servlet Exporter Duplication
  • Extract common logic from servlet-jakarta and servlet-javax into exporter-common
12. Add Mutation Testing
  • Add Pitest (pitest-maven) for critical modules
  • Start with prometheus-metrics-core and prometheus-metrics-model

Progress Notes

Add notes here as items are completed:

Date Item Notes
2026-01-24 Missing Test Coverage for Exporter Modules Added 55 tests across 4 modules: exporter-common (22 tests), servlet-jakarta (14 tests), servlet-javax (14 tests), otel-agent-resources (5 tests). All tests passing.
2026-01-24 Eliminate Dropwizard Module Duplication Created AbstractDropwizardExports base class (267 lines) with generic type parameters. Reduced dropwizard module from 297 to 209 lines (-88 lines, -30%), dropwizard5 module from 297 to 212 lines (-85 lines, -29%). All tests passing (32 tests dropwizard5, 13 tests dropwizard).

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Treat this as a tracking plan rather than a single change. Start by selecting one unchecked item and reading the named file, pom.xml, or checkstyle-suppressions.xml entry; define completion for that item before making changes. Run the relevant module tests or build checks and update the checklist only when the selected work is verified.

Written by the indexing model from the issue text.

Assessment

Tech stack
java
Domain
build-system, testing, tooling
Issue type
Refactor
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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