Skip to content

feat(sparkjava-2.3): toolkit-generated sparkjava-2.3 instrumentation [DO NOT MERGE]#11562

Draft
jordan-wong wants to merge 5 commits into
masterfrom
apm-ai-toolkit/new_integration/sparkjava/20260601-144014
Draft

feat(sparkjava-2.3): toolkit-generated sparkjava-2.3 instrumentation [DO NOT MERGE]#11562
jordan-wong wants to merge 5 commits into
masterfrom
apm-ai-toolkit/new_integration/sparkjava/20260601-144014

Conversation

@jordan-wong

Copy link
Copy Markdown
Contributor

🤖 Generated with APM Instrumentation Toolkit

Summary

Generation details

Field Value
Workflow new_integration (v3)
Toolkit commit 192a0bcb
Base commit 04a3a80382
Reviewer approved ✅ (todos_fixed=1)
Reported cost ~$11

Test plan

  • :check (compile + spotless + codeNarc + unit tests)
  • :muzzle AssertPass
  • :instrumentationLatestDepTest
  • :forkedTest on sparkjava dependents

Notes for reviewers

This is a v3 re-generation fixing the root cause of v2's 10-iteration reviewer loop: the skill was instructing the agent to write Groovy/Spock tests. v3 produces Java/JUnit5 tests throughout. R20 now encoded in the skill and reviewer checks.

🤖 Generated with APM Instrumentation Toolkit

amarziali and others added 4 commits May 19, 2026 12:26
…v3 [DO NOT MERGE]

Generated by APM Instrumentation Toolkit new_integration workflow.
Reviewer approved (todos_fixed=1, todos_remaining=0).
Cost: ~$8.28. Java tests: SparkJavaTest.java, SparkJavaForkedTest.java.
R20 fix applied (Java tests, no Groovy). 1 reviewer iter vs v2's 10.
Blind test on master 04a3a80.
@datadog-datadog-prod-us1-2

datadog-datadog-prod-us1-2 Bot commented Jun 4, 2026

Copy link
Copy Markdown
Contributor

Pipelines

Fix all issues with BitsAI

⚠️ Warnings

🚦 2 Pipeline jobs failed

DataDog/apm-reliability/dd-trace-java | Ubuntu_23_10_arm64.SI94: [test-app-java-container]   View in Datadog   GitLab

DataDog/apm-reliability/dd-trace-java | build_tests: [:instrumentationLatestDepTest, latestdep]   View in Datadog   GitLab

Useful? React with 👍 / 👎

This comment will be updated automatically if new data arrives.
🔗 Commit SHA: 57db13b | Docs | Datadog PR Page | Give us feedback!

Add three missing entries required by the config-inversion-linter:
- DD_TRACE_SPARKJAVA_2_3_ENABLED (for super("sparkjava-2.3") in RoutesInstrumentation)
- DD_TRACE_SPARKJAVA_ANALYTICS_ENABLED (for decorator instrumentationNames() -> "sparkjava")
- DD_TRACE_SPARKJAVA_ANALYTICS_SAMPLE_RATE (same)

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
@PerfectSlayer PerfectSlayer added the tag: apm integration toolkit Changes generated by DataDog/apm-instrumentation-toolkit as part of IDM AIT experimentation label Jul 1, 2026
mcculls pushed a commit that referenced this pull request Jul 9, 2026
…ep 4.4

Port reviewer-encoded rules from the toolkit's synced derivative
(`apm-integrations` skill in DataDog/apm-instrumentation-toolkit) back
to the canonical `add-apm-integrations` skill.

The toolkit accumulated 21+ numbered reviewer rules during eval research
(commits flowing through PR #11337 jedis-3.0, PR #11562 sparkjava-2.3,
PR #11717 commons-httpclient, PR #11709 feign, and PR #11506 RxJava 3).
These rules encode real failure modes observed during agent-generated
PRs and the fixes reviewers asked for.

Sections added:

- **Step 4.4** — Library category: span-creating vs context-propagation.
  New axis that routes Cat B libraries (reactive, async, executors,
  futures, actors) into a `context_propagation` codegen path producing
  `InstrumenterModule.ContextTracking` instead of span-creating advice.
  Includes the Flowable subscribe(FlowableSubscriber) overload rule
  (hook the framework-internal overload, not the public wrapper).
- **Step 4.5** — Java naming consistency (module-name conventions).

R-rule placements:

- Step 4:  R32 (dir name must end with version OR allowed suffix)
- Step 5:  R13 (no single-type helper class for CallDepthThreadLocalMap)
           R30 (preserve master's integration name when regenerating)
- Step 7:  R15/R16/R17 (single delegate method, not all overloads)
           R33 (no NullPointerException catches; use null-check guards)
- Step 9:  R14 (test error/exception scenarios + spotless)
           R18 (muzzle excludes incompatible majors)
           R19 (latestDepTestImplementation range matches instrumented)
           R20 (Java tests only; no new .groovy files)
           R28 (compileOnly/testImplementation version split rationale)
           R29 (register names in supported-configurations.json)
           R31 (assertInverse only when declared min is true min)
- Step 4.4: R21-R27 (the Cat A vs Cat B classification + Cat B schema)

This PR pairs with toolkit-side PR DataDog/apm-instrumentation-toolkit#472
which adds the same content to the toolkit's synced derivative copy.
Both copies should stay in sync — this is the canonical home.

Signed-off-by: Jordan Wong <jordan.wong@datadoghq.com>
gh-worker-dd-mergequeue-cf854d Bot pushed a commit that referenced this pull request Jul 9, 2026
…o sub references (#11760)

skill(add-apm-integrations): R13-R33 + Cat B (context-propagation) Step 4.4

Port reviewer-encoded rules from the toolkit's synced derivative
(`apm-integrations` skill in DataDog/apm-instrumentation-toolkit) back
to the canonical `add-apm-integrations` skill.

The toolkit accumulated 21+ numbered reviewer rules during eval research
(commits flowing through PR #11337 jedis-3.0, PR #11562 sparkjava-2.3,
PR #11717 commons-httpclient, PR #11709 feign, and PR #11506 RxJava 3).
These rules encode real failure modes observed during agent-generated
PRs and the fixes reviewers asked for.

Sections added:

- **Step 4.4** — Library category: span-creating vs context-propagation.
  New axis that routes Cat B libraries (reactive, async, executors,
  futures, actors) into a `context_propagation` codegen path producing
  `InstrumenterModule.ContextTracking` instead of span-creating advice.
  Includes the Flowable subscribe(FlowableSubscriber) overload rule
  (hook the framework-internal overload, not the public wrapper).
- **Step 4.5** — Java naming consistency (module-name conventions).

R-rule placements:

- Step 4:  R32 (dir name must end with version OR allowed suffix)
- Step 5:  R13 (no single-type helper class for CallDepthThreadLocalMap)
           R30 (preserve master's integration name when regenerating)
- Step 7:  R15/R16/R17 (single delegate method, not all overloads)
           R33 (no NullPointerException catches; use null-check guards)
- Step 9:  R14 (test error/exception scenarios + spotless)
           R18 (muzzle excludes incompatible majors)
           R19 (latestDepTestImplementation range matches instrumented)
           R20 (Java tests only; no new .groovy files)
           R28 (compileOnly/testImplementation version split rationale)
           R29 (register names in supported-configurations.json)
           R31 (assertInverse only when declared min is true min)
- Step 4.4: R21-R27 (the Cat A vs Cat B classification + Cat B schema)

This PR pairs with toolkit-side PR DataDog/apm-instrumentation-toolkit#472
which adds the same content to the toolkit's synced derivative copy.
Both copies should stay in sync — this is the canonical home.

Signed-off-by: Jordan Wong <jordan.wong@datadoghq.com>

skill(add-apm-integrations): clean up R-numbering and sub-step naming

Two cosmetic passes on the rule encoding ported from the toolkit's
synced derivative copy. Substantive content unchanged.

Pass 1 — strip R-numbering. The R13-R33 numbers are toolkit-internal
traceability tags that tie each rule to a specific reviewer comment on a
specific generated-PR review. They are meaningful to the toolkit-side
eval research workflow but meaningless to readers of the canonical
skill, who have no R1-R12 context here. Removes:

- '#### R<NN> — <title>' prefixes (14 sub-section headings)
- Inline '(R<NN>)', '(R<NN>/R<NN>/R<NN>)' parentheticals on existing
  bullets that already convey the rule in their wording
- A stale cross-reference 'see R29 below' rewritten to 'see
  "Register new integration names"'

The toolkit-side copy keeps the R-numbering — it remains the eval-research
home where the traceability matters. This is a one-way port convention.

Pass 2 — renumber half-steps so the decimals make sense. Was:

  Step 4 → Step 4.4 → Step 4.5 → Step 5

implying missing 4.1, 4.2, 4.3. The original numbering was an artifact
of an earlier toolkit-side draft that had a 4.1-4.4 enumeration which
got collapsed. Renumbered to:

  Step 4 → Step 4.1 → Step 4.2 → Step 5

Main integer steps (1-12) unchanged. Step 7.1 (Multiple advice classes
and @AppliesOn) left as-is since its decimal already makes sense
relative to Step 7.

Signed-off-by: Jordan Wong <jordan.wong@datadoghq.com>

refactor(skill): extract Category B routing to references/

Move the 62-line "Step 4.1 – Library category" section from SKILL.md
into references/category-b-context-propagation.md. SKILL.md keeps a
5-line stub linking to the reference file — enough context to know
when to read it, not enough to bury the rest of Step 4.

Preserves all content verbatim; no wording changes. Follows the
existing dd-trace-java skill convention of tracking specific
per-skill files (git add -f, matching the precedent set by
.claude/skills/migrate-groovy-to-java/QUALITY_RULES.md).

Part 1 of a refactor to slim the 794-line SKILL.md into a routing
overview (~250 lines target) with topic-oriented reference files.

Signed-off-by: Jordan Wong <jordan.wong@datadoghq.com>

refactor(skill): extract naming conventions to references/

Move two related naming rules from SKILL.md into
references/naming-conventions.md:

- Step 4's module-directory-name rule (must end with version or
  "-common"/"-stubs"/"-iast" suffix)
- Step 4.2's Java filename ↔ class-name matching rule (with the
  sanity-check script)

They belong together because both are enforcement rules for names.
SKILL.md keeps short stubs linking to the reference file.

Preserves all content verbatim. Part 2 of the SKILL.md slim.

Signed-off-by: Jordan Wong <jordan.wong@datadoghq.com>

refactor(skill): extract InstrumenterModule guidance to references/

Move Step 5's 103-line body from SKILL.md into
references/instrumenter-module.md, covering:

- @autoservice + narrow-interface preferences (ForSingleType >
  ForKnownTypes > ForTypeHierarchy) with the interface-only API JAR
  exception (JMS, JPA, JDBC, etc.)
- 'Must NOT do' — no static constants for one-shot methods
- instrumentationNames() version-qualified alias rule
- No helper class for single-target CallDepthThreadLocalMap
- Preserve master's integration name on regeneration
- Advanced: grouping multiple instrumentations under one module

SKILL.md keeps Step 5 as a 6-line summary + link. Preserves all
content verbatim; no wording changes. Part 3 of the SKILL.md slim.

Signed-off-by: Jordan Wong <jordan.wong@datadoghq.com>

refactor(skill): extract Advice class guidance to references/

Move Step 7's 149-line body from SKILL.md into
references/advice-class.md. This was the largest single-step body
in the skill and the highest-risk area to get wrong.

Reference file covers:
- Advice method annotations + parameter kinds
- Span lifecycle (enter/exit order)
- onExit resilience to onEnter throwing
- Explicit charset for byte[] to String
- No NullPointerException catches (SpotBugs enforces)
- Single-delegate-method instrumentation (not all overloads)
- @AppliesOn + multiple advice classes
- 'Must NOT do' list (no loggers, no lambdas, no inline=false, etc.)

SKILL.md keeps Step 7 as a summary + link. Preserves all content
verbatim. Part 4 of the SKILL.md slim.

Signed-off-by: Jordan Wong <jordan.wong@datadoghq.com>

refactor(skill): extract tests guidance to references/

Move Step 9's 'Instrumentation test' section + all its sub-rules
(no .groovy files, supported-configurations.json registration,
compileOnly/testImplementation version-split rationale,
prior-version-module inclusion) from SKILL.md into references/tests.md.

Muzzle content stays in place for now — it's a separate concern and
gets its own reference file next.

SKILL.md keeps Step 9.1 as a summary + link. Preserves all content
verbatim. Part 5 of the SKILL.md slim.

Signed-off-by: Jordan Wong <jordan.wong@datadoghq.com>

refactor(skill): extract muzzle guidance to references/

Move Step 9's 'Muzzle directives' section + all its sub-rules
(assertInverse gotchas, incompatible-major-version exclusion,
skipVersions for malformed release versions) from SKILL.md into
references/muzzle.md.

SKILL.md keeps Step 9.2 as a summary + link. Preserves all content
verbatim; no wording changes. Part 6 of the SKILL.md slim.

Final state: SKILL.md 794 → ~215 lines, split into 6 topic-oriented
reference files under references/.

Signed-off-by: Jordan Wong <jordan.wong@datadoghq.com>

style(skill): add missing blank lines before Step/subsection headings

Cosmetic fixup after the section extractions. Three headings lost
their preceding blank line during the awk-based edits — restoring
them so the rendered Markdown reads cleanly.

No content changes.

Signed-off-by: Jordan Wong <jordan.wong@datadoghq.com>

refactor(skill): drop toolkit-internal 'Category A/B' language

The 'Category A' / 'Category B' labels came from toolkit-side research
where they were shorthand for the 'target_kind' Pydantic enum values.
They have no meaning in dd-trace-java on their own — a contributor
reading the skill has no context for what 'Category B' refers to.

Replace with the descriptive terms that already exist in dd-trace-java:

- 'span-creating instrumentation' — extends InstrumenterModule.Tracing
- 'context-tracking instrumentation' — extends InstrumenterModule.ContextTracking
  (matches the class name + TargetSystem.CONTEXT_TRACKING enum)

Changes:

- Rename references/category-b-context-propagation.md → references/context-tracking.md
- Rewrite Step 4.1 stub in SKILL.md to drop Category A/B and 'target_kind'
- Rewrite context-tracking.md body from 'Category B target shape' Pydantic-
  field enumeration to 'What a context-tracking instrumentation captures',
  described in Java terms (boundary type, capture/restore points, wrapper
  class, wrapper methods) instead of toolkit Pydantic field names
- Fix advice-class.md's stray 'context-propagation logic' → 'context-tracking
  logic' to match dd-trace-java's TargetSystem.CONTEXT_TRACKING naming

No substantive guidance changed. Reference still points at rxjava-2.0 as
the canonical example.

Signed-off-by: Jordan Wong <jordan.wong@datadoghq.com>

refactor(skill): remove toolkit-workflow language from reference files

Two remaining spots reframed from LLM-agent-workflow perspective to
dd-trace-java human-contributor perspective:

- muzzle.md 'Background' paragraph: 'a typical greenfield generation
  produces...' + 'the agent picks the higher version...' → 'this
  failure mode is common when a module has both a sync and async
  instrumentation class' + 'declaring the higher version as the muzzle
  min...'. Same technical content, no LLM-agent workflow assumption.

- tests.md 'How to discover' step: 'run the sample app' → 'run your
  instrumentation test'. 'Sample app' was ambiguous ('the toolkit's
  sample-app workflow step' vs 'your own test app'); the concrete
  dd-trace-java term is 'instrumentation test'.

No substantive guidance changed. Preserves all rules verbatim.

Signed-off-by: Jordan Wong <jordan.wong@datadoghq.com>

fix(skill): address review comments on #11760

Nine fixes from Copilot bot + @mcculls review comments:

SKILL.md
- Step 4 source layout: 'src/test/groovy/ — Spock tests' → 'src/test/java/
  — JUnit 5 tests'. Contradicted Step 9.1's Java-only policy. (Copilot)

references/tests.md
- Rewrite the error-test example: 'List<List<SpanData>> traces = ...' used
  OpenTelemetry's SpanData type (won't compile against dd-trace-java's
  TEST_WRITER, which returns List<List<DDSpan>>). Now uses AgentSpan and
  span.getTag() per mcculls's guidance that AgentSpan is enough for tests.
- Replace 'checkNewGroovyFiles' (unverifiable bot name) with the real
  workflow: 'Enforce Groovy Migration'
  (.github/workflows/enforce-groovy-migration.yaml). Both places.
- Default value in supported-configurations.json: change 'false' to 'true'
  per mcculls — ~83% of typical integrations default to true; 'false' is
  reserved for modules that override defaultEnabled() (OpenTelemetry,
  Hazelcast, sparkjava). Add a note calling out the branching.

references/naming-conventions.md
- Remove gRPCInstrumentation as an example — it doesn't exist in the
  codebase; the gRPC integration uses Grpc* (GrpcClientDecorator etc).
  Reframe the section to acknowledge acronym casing is not uniform
  across dd-trace-java and to defer to a reference instrumentation.
  (Copilot)
- Drop the sanity-check bash script entirely. mcculls flagged that its
  regex only matched 'class', missing enum/interface/@interface, and
  would produce false MISMATCH lines for any such file (LogHandler.java,
  ParameterCollector.java, etc.).

references/advice-class.md
- Rewrite the 'onExit resilient to onEnter throwing' section — the
  claim that 'onThrowable = Throwable.class ensures exit fires even on
  onEnter exception' was factually wrong. Per
  docs/how_instrumentations_work.md:532-552, 'if the OnMethodEnter
  method throws an exception, the OnMethodExit method is not invoked' —
  unconditionally; onThrowable cannot override it. onThrowable controls
  exit-on-target-method-throw, not exit-on-enter-throw. (mcculls)
- Add inline note that java.nio.charset.StandardCharsets is a java.nio.*
  type and forbidden in bootstrap instrumentations (per the same file's
  Must NOT list). In bootstrap advice, use the string charset name
  ('UTF-8') instead. (Copilot)

references/context-tracking.md
- Soften the 'rxjava-2.0 hooks subscribe(Observer)' statement. The
  module's actual matcher is named('subscribe').and(takesArguments(1)),
  matching any single-arg subscribe overload with the argument typed
  as the base callback interface. Direct the reader at the module
  source instead of copying overload names. (Copilot)

Signed-off-by: Jordan Wong <jordan.wong@datadoghq.com>

fix(skill): trim bootstrap note on charset to a single line

Copilot's suggestion was 'add an explicit note here'; the initial fix
was a full paragraph. Trimming to a single-sentence pointer since the
Must NOT list already carries the details.

Signed-off-by: Jordan Wong <jordan.wong@datadoghq.com>

review feedback

Fix docs inconsistencies

Rename skill to apm-integrations

remove redundant note

Renamed .claude/skills to .agents/skills and added symlink-style redirects for the old location

Align NIO docs advice with skill

Simplify SKILL

Fix constructor advice best-practice

Address codex comments

Co-authored-by: mcculls <stuart.mcculloch@datadoghq.com>
Co-authored-by: devflow.devflow-routing-intake <devflow.devflow-routing-intake@kubernetes.us1.ddbuild.io>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

tag: apm integration toolkit Changes generated by DataDog/apm-instrumentation-toolkit as part of IDM AIT experimentation

Projects

None yet

Development

Successfully merging this pull request may close these issues.

3 participants