From f77bf076aa3745a689b2d820108dad7e8fd8b11c Mon Sep 17 00:00:00 2001 From: JeremyFunk Date: Thu, 13 Aug 2026 12:17:26 +0200 Subject: [PATCH 1/4] feat(domain): mirror the AI vendor slug set for the read path The `AiVendor` column speaks a closed slug vocabulary. Vendor knowledge itself stays in Rust on the write path; this is only the slug set and its display labels, so the read path can enumerate vendors without re-implementing a rule. Exposed as the `@maple/domain/ai` subpath rather than from the root barrel: it is a leaf concern, and the root barrel is imported by web and cli. Co-Authored-By: Claude Fable 5 --- packages/domain/package.json | 1 + packages/domain/src/ai/index.ts | 10 ++++ packages/domain/src/ai/vendors.ts | 76 +++++++++++++++++++++++++++++++ 3 files changed, 87 insertions(+) create mode 100644 packages/domain/src/ai/index.ts create mode 100644 packages/domain/src/ai/vendors.ts diff --git a/packages/domain/package.json b/packages/domain/package.json index bc0a373e1..d58e6db71 100644 --- a/packages/domain/package.json +++ b/packages/domain/package.json @@ -5,6 +5,7 @@ "type": "module", "exports": { ".": "./src/index.ts", + "./ai": "./src/ai/index.ts", "./anticipated-errors": "./src/anticipated-errors.ts", "./billing": "./src/billing.ts", "./glob": "./src/glob.ts", diff --git a/packages/domain/src/ai/index.ts b/packages/domain/src/ai/index.ts new file mode 100644 index 000000000..f73ab896e --- /dev/null +++ b/packages/domain/src/ai/index.ts @@ -0,0 +1,10 @@ +// Subpath barrel: `@maple/domain/ai`. +// +// The read path's view of AI span classification. Vendor knowledge itself is Rust +// (`apps/ingest/src/ai_vendors.rs`); nothing here re-implements a rule. This is the +// slug vocabulary the `AiVendor` column speaks. +// +// Deliberately NOT re-exported from the root `@maple/domain` barrel — it is a leaf +// concern and the root barrel is imported by web and cli. + +export { AI_VENDORS, AI_VENDOR_LABELS, type AiVendor } from "./vendors" diff --git a/packages/domain/src/ai/vendors.ts b/packages/domain/src/ai/vendors.ts new file mode 100644 index 000000000..538cddab3 --- /dev/null +++ b/packages/domain/src/ai/vendors.ts @@ -0,0 +1,76 @@ +// The `AiVendor` column's vocabulary, mirrored for the read path. +// +// The authority is `apps/ingest/src/ai_vendors.rs` — `VendorId::slug()` is what the +// write path stamps on every row, and its `slug_set_mirrors_the_typescript_vendors` +// test `include_str!`s THIS FILE, parses the array below, and asserts the two agree. +// There is no codegen and no build-step coupling: a vendor added in Rust fails +// `cargo test` with the missing slug named, and the fix is to add the line here. +// +// Keep the array a plain list of double-quoted string literals, one per line — that +// is the shape the Rust-side parser reads (it asserts it still finds ≥20, so a +// reformat that defeats it fails loudly rather than silently passing). +// +// Order is the Rust discriminant order (vendors alphabetically, then the reserved +// `unknown:` fingerprint buckets), so the two lists compare line for line. + +export const AI_VENDORS = [ + "agno", + "claude_agent_sdk", + "crewai", + "dspy", + "effect_ai", + "flue", + "google_adk", + "haystack", + "langchain", + "litellm", + "llamaindex", + "mastra", + "microsoft_agent_framework", + "openai_agents_sdk", + "openinference-openai", + "pydantic_ai", + "semantic_kernel", + "smolagents", + "spring_ai", + "strands", + "vercel_ai_sdk", + "unknown:genai", + "unknown:openinference", + "unknown:other", +] as const + +/** + * A vendor slug, or one of the three `unknown:*` buckets a span falls into when it + * carries an AI dialect no vendor claims. `AiVendor` is empty string on rows the + * classifier examined and rejected — that is not a member of this union. + */ +export type AiVendor = (typeof AI_VENDORS)[number] + +/** Display names. Vendor casing follows each project's own, not a house style. */ +export const AI_VENDOR_LABELS: Readonly> = { + agno: "Agno", + claude_agent_sdk: "Claude Agent SDK", + crewai: "CrewAI", + dspy: "DSPy", + effect_ai: "Effect AI", + flue: "Flue", + google_adk: "Google ADK", + haystack: "Haystack", + langchain: "LangChain", + litellm: "LiteLLM", + llamaindex: "LlamaIndex", + mastra: "Mastra", + microsoft_agent_framework: "Microsoft Agent Framework", + openai_agents_sdk: "OpenAI Agents SDK", + "openinference-openai": "OpenInference (OpenAI)", + pydantic_ai: "Pydantic AI", + semantic_kernel: "Semantic Kernel", + smolagents: "smolagents", + spring_ai: "Spring AI", + strands: "Strands", + vercel_ai_sdk: "Vercel AI SDK", + "unknown:genai": "Unknown (GenAI semconv)", + "unknown:openinference": "Unknown (OpenInference)", + "unknown:other": "Unknown", +} From 009701ec6df6abb55a4cb494eda9a1454b3e2247 Mon Sep 17 00:00:00 2001 From: JeremyFunk Date: Thu, 13 Aug 2026 12:17:45 +0200 Subject: [PATCH 2/4] feat(ingest): classify AI spans with Rust vendor predicates MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The classifier decides, per span, which AI framework emitted it and — when the framework carries one — what its conversation/session identity is. Rules are Rust: static per-vendor tables of predicates over the resource, the instrumentation scope, the span name and the attribute list, resolved first-match against a fixed vendor order, with the resource and scope work hoisted so the per-span cost is the attribute pass alone. Nothing here writes a row or reads a config. `ResourceContext::new` + `scope()` + `classify_span()` is the whole surface; the write path lands next. Also in this commit, because they are what makes the rules reviewable: - A vendored classification fixture replayed by default `cargo test`, with a manifest pinning each file's sha256 (hence the oxfmt ignore — a reformat would fail the gate). Fixture values sourced from non-seed captures are sanitized at generation: identifiers are pseudonymized with distinctness and shape preserved, free-text content masked. The raw captures stay in the private trace-capture repo. - A corpus replay that asserts at most one vendor claims any span, so a new rule cannot quietly steal another vendor's traffic. - A `cityHash64` port, because the session-key hash has to match ClickHouse's. - An `ai_classifier` bench group: the classifier's own cost, isolated from the pipeline. `any_value_string` becomes `pub(crate)` so the classifier canonicalizes attribute values through the same function the row writer uses — one canonicalization, so protobuf and JSON deliveries of the same span classify identically. Co-Authored-By: Claude Fable 5 --- .github/workflows/ingest-rust-tests.yml | 6 + .oxfmtrc.jsonc | 4 + apps/ingest/Cargo.lock | 20 + apps/ingest/Cargo.toml | 3 + apps/ingest/benches/ingest_bench.rs | 127 +- apps/ingest/fixtures/classification/README.md | 109 + .../classification-fixture.jsonl | 2117 ++++++++ .../fixtures/classification/expectations.json | 825 +++ .../fixtures/classification/manifest.json | 305 ++ .../src/ai_classification_fixture_test.rs | 969 ++++ apps/ingest/src/ai_classifier.rs | 1952 +++++++ apps/ingest/src/ai_classifier_corpus_test.rs | 506 ++ apps/ingest/src/ai_registry.rs | 753 +++ apps/ingest/src/ai_vendors.rs | 4814 +++++++++++++++++ apps/ingest/src/cityhash102.rs | 317 ++ apps/ingest/src/lib.rs | 4 + apps/ingest/src/telemetry.rs | 5 +- 17 files changed, 12834 insertions(+), 2 deletions(-) create mode 100644 apps/ingest/fixtures/classification/README.md create mode 100644 apps/ingest/fixtures/classification/classification-fixture.jsonl create mode 100644 apps/ingest/fixtures/classification/expectations.json create mode 100644 apps/ingest/fixtures/classification/manifest.json create mode 100644 apps/ingest/src/ai_classification_fixture_test.rs create mode 100644 apps/ingest/src/ai_classifier.rs create mode 100644 apps/ingest/src/ai_classifier_corpus_test.rs create mode 100644 apps/ingest/src/ai_registry.rs create mode 100644 apps/ingest/src/ai_vendors.rs create mode 100644 apps/ingest/src/cityhash102.rs diff --git a/.github/workflows/ingest-rust-tests.yml b/.github/workflows/ingest-rust-tests.yml index b15be0d6e..7a9f05aad 100644 --- a/.github/workflows/ingest-rust-tests.yml +++ b/.github/workflows/ingest-rust-tests.yml @@ -7,6 +7,9 @@ on: - "apps/ingest/**" - "packages/db/drizzle/**" - "packages/db/src/schema/**" + # The read path's slug mirror: `slug_set_mirrors_the_typescript_vendors` + # include_str!s it, so a TS-only edit must run cargo test too. + - "packages/domain/src/ai/vendors.ts" - ".github/scripts/format-ingest-benchmark-comment.py" - ".github/workflows/ingest-rust-tests.yml" pull_request: @@ -14,6 +17,9 @@ on: - "apps/ingest/**" - "packages/db/drizzle/**" - "packages/db/src/schema/**" + # The read path's slug mirror: `slug_set_mirrors_the_typescript_vendors` + # include_str!s it, so a TS-only edit must run cargo test too. + - "packages/domain/src/ai/vendors.ts" - ".github/scripts/format-ingest-benchmark-comment.py" - ".github/workflows/ingest-rust-tests.yml" workflow_dispatch: diff --git a/.oxfmtrc.jsonc b/.oxfmtrc.jsonc index a7c605944..bdc55a905 100644 --- a/.oxfmtrc.jsonc +++ b/.oxfmtrc.jsonc @@ -13,6 +13,9 @@ // Vue turns a newline between two inline elements into a rendered space, and // oxfmt happily breaks `NEW{{ message }}` across lines. They are // authored in the exact shape they compile to. + // apps/ingest/fixtures/classification holds the vendored classification fixture, + // also copied verbatim from trace-capture — its test asserts the files' + // sha256 against manifest.json, so any reformat fails CI. "ignorePatterns": [ ".context", "deploy", @@ -22,5 +25,6 @@ "lib/thinking-orbs", "packages/email/emails", "packages/email/components", + "apps/ingest/fixtures/classification", ], } diff --git a/apps/ingest/Cargo.lock b/apps/ingest/Cargo.lock index bee384a4a..6b4b53f09 100644 --- a/apps/ingest/Cargo.lock +++ b/apps/ingest/Cargo.lock @@ -1480,6 +1480,7 @@ dependencies = [ "rustls", "serde", "serde_json", + "serde_yaml", "sha2 0.10.9", "tikv-jemallocator", "tokio", @@ -2471,6 +2472,19 @@ dependencies = [ "serde", ] +[[package]] +name = "serde_yaml" +version = "0.9.34+deprecated" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "6a8b1a1a2ebf674015cc02edccce75287f1a0130d394307b36743c2f5d504b47" +dependencies = [ + "indexmap", + "itoa", + "ryu", + "serde", + "unsafe-libyaml", +] + [[package]] name = "sha2" version = "0.10.9" @@ -3077,6 +3091,12 @@ dependencies = [ "subtle", ] +[[package]] +name = "unsafe-libyaml" +version = "0.2.11" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "673aac59facbab8a9007c7f6108d11f63b603f7cabff99fabf650fea5c32b861" + [[package]] name = "untrusted" version = "0.9.0" diff --git a/apps/ingest/Cargo.toml b/apps/ingest/Cargo.toml index ecd5d6716..47b0098c3 100644 --- a/apps/ingest/Cargo.toml +++ b/apps/ingest/Cargo.toml @@ -68,6 +68,9 @@ webpki-roots = "0.26" [dev-dependencies] criterion = { version = "0.5", features = ["async_tokio"] } +# Test-only: parses the trace-capture registry-seed.yaml goldens in the corpus +# replay (src/ai_classifier_corpus_test.rs). Never linked into the binary. +serde_yaml = "0.9" [[bench]] name = "ingest_bench" diff --git a/apps/ingest/benches/ingest_bench.rs b/apps/ingest/benches/ingest_bench.rs index b87348101..fd5b99675 100644 --- a/apps/ingest/benches/ingest_bench.rs +++ b/apps/ingest/benches/ingest_bench.rs @@ -12,6 +12,8 @@ use axum::routing::post; use axum::Router; use criterion::{black_box, criterion_group, criterion_main, Criterion}; use flate2::read::GzDecoder; +use maple_ingest::ai_classifier::ResourceContext; +use maple_ingest::ai_registry::registry; use maple_ingest::telemetry::{ ClickHouseBreakerConfig, DatasourceNames, SamplingPolicy, TelemetryPipeline, TinybirdConfig, }; @@ -79,6 +81,129 @@ fn bench_ingest_accept(c: &mut Criterion) { let _ = std::fs::remove_dir_all(&fixture.queue_dir); } +/// Classifier cost in isolation (write-side plan constraint 2: ~50 ns/span mean, +/// ~300 ns worst case on a 60-attribute AI span, out of a ~500 ns total per-span +/// budget). Everything here is pure CPU — no pipeline, no I/O. +fn bench_ai_classifier(c: &mut Criterion) { + let registry = registry(); + let mut group = c.benchmark_group("ai_classifier"); + + // Typical non-AI server span: nothing survives the prefilter. + let http_resource = vec![ + string_kv("service.name", "checkout-api"), + string_kv("telemetry.sdk.name", "opentelemetry"), + string_kv("telemetry.sdk.language", "nodejs"), + string_kv("deployment.environment.name", "production"), + ]; + let http_scope = InstrumentationScope { + name: "@opentelemetry/instrumentation-http".to_string(), + version: "0.57.0".to_string(), + ..Default::default() + }; + let http_attributes: Vec = [ + ("http.request.method", "POST"), + ("url.path", "/v2/checkout"), + ("url.scheme", "https"), + ("server.address", "api.example.com"), + ("http.response.status_code", "200"), + ] + .iter() + .map(|(k, v)| string_kv(k, v)) + .collect(); + let http_attributes_15: Vec = http_attributes + .iter() + .cloned() + .chain((0..10).map(|i| string_kv(&format!("net.peer.detail_{i}"), "value"))) + .collect(); + + // A fat AI span: 60 attributes, most of them registry-referenced. + let ai_resource = vec![ + string_kv("service.name", "spring-ai-trace-capture"), + string_kv("telemetry.sdk.name", "opentelemetry"), + ]; + let ai_scope = InstrumentationScope { + name: "org.springframework.boot".to_string(), + version: "4.1.0".to_string(), + ..Default::default() + }; + let mut ai_attributes = vec![ + string_kv("spring.ai.kind", "chat_client"), + string_kv("gen_ai.system", "spring_ai"), + string_kv("gen_ai.operation.name", "chat"), + string_kv("gen_ai.request.model", "gpt-4o-mini"), + string_kv("gen_ai.response.model", "gpt-4o-mini-2024-07-18"), + string_kv("session.id", "sess-4f9c1b2e-77aa-4c31-9d0e-3b8f1a6d2c55"), + ]; + ai_attributes.extend((0..54).map(|i| { + string_kv( + &format!("gen_ai.request.parameter_{i}"), + "a moderately long attribute value, as vendors emit", + ) + })); + + group.bench_function("non_ai_span_5_attrs", |b| { + let resource = ResourceContext::new(registry, &http_resource); + let scope = resource.scope(Some(&http_scope), ""); + b.iter(|| black_box(scope.classify_span("POST /v2/checkout", black_box(&http_attributes)))); + }); + + group.bench_function("non_ai_span_15_attrs", |b| { + let resource = ResourceContext::new(registry, &http_resource); + let scope = resource.scope(Some(&http_scope), ""); + b.iter(|| { + black_box(scope.classify_span("POST /v2/checkout", black_box(&http_attributes_15))) + }); + }); + + group.bench_function("ai_span_60_attrs", |b| { + let resource = ResourceContext::new(registry, &ai_resource); + let scope = resource.scope(Some(&ai_scope), ""); + b.iter(|| black_box(scope.classify_span("chat_client", black_box(&ai_attributes)))); + }); + + // Per-batch hoisting: one ResourceSpans + one ScopeSpans. Amortized over the + // spans of that scope, so it is charged once per scope, not per span. + // Same span shape, but the 54 filler keys start with a byte no registry key or + // prefix begins with, so the prefilter rejects them on the byte screen alone. + // The delta against `ai_span_60_attrs` is the cost of hashing keys that survive + // the screen and miss the exact-key map — the classifier's main hotspot today. + let mut ai_attributes_screened = ai_attributes[..6].to_vec(); + ai_attributes_screened.extend((0..54).map(|i| { + string_kv( + &format!("zzz.request.parameter_{i}"), + "a moderately long attribute value, as vendors emit", + ) + })); + group.bench_function("ai_span_60_attrs_screened_out", |b| { + let resource = ResourceContext::new(registry, &ai_resource); + let scope = resource.scope(Some(&ai_scope), ""); + b.iter(|| { + black_box(scope.classify_span("chat_client", black_box(&ai_attributes_screened))) + }); + }); + + group.bench_function("hoist_resource_and_scope", |b| { + b.iter(|| { + let resource = ResourceContext::new(registry, black_box(&ai_resource)); + black_box(resource.scope(Some(&ai_scope), "")); + }); + }); + + // The realistic unit: hoist once, then classify 20 spans (the plan's spans/trace + // figure). Divide by 20 for the effective per-span cost including hoisting. + group.bench_function("hoisted_scope_20_ai_spans", |b| { + b.iter(|| { + let resource = ResourceContext::new(registry, black_box(&ai_resource)); + let scope = resource.scope(Some(&ai_scope), ""); + for _ in 0..20 { + black_box(scope.classify_span("chat_client", black_box(&ai_attributes))); + } + }); + }); + + group.finish(); +} + impl BenchFixture { async fn new() -> Self { let fake_state = FakeTinybirdState::default(); @@ -253,5 +378,5 @@ fn unique_temp_dir(prefix: &str) -> PathBuf { std::env::temp_dir().join(format!("{prefix}-{}-{nanos}", std::process::id())) } -criterion_group!(benches, bench_ingest_accept); +criterion_group!(benches, bench_ingest_accept, bench_ai_classifier); criterion_main!(benches); diff --git a/apps/ingest/fixtures/classification/README.md b/apps/ingest/fixtures/classification/README.md new file mode 100644 index 000000000..17beefe08 --- /dev/null +++ b/apps/ingest/fixtures/classification/README.md @@ -0,0 +1,109 @@ +# Vendored classification fixture + +The pruned trace-capture corpus that CI replays through the AI span classifier +(`src/ai_classification_fixture_test.rs`). Generated by trace-capture's +`bun run fixture` and copied here **verbatim** — all three files, unmodified. +Format spec: trace-capture `docs/classification-fixture.md`. + +| file | purpose | +| ---- | ------- | +| `classification-fixture.jsonl` | one line per surviving corpus span — classifier inputs, negatives collapsed onto weighted representatives | +| `expectations.json` | per-capture aggregate goldens, copied verbatim from the reviewed seeds (see the caveat below) | +| `manifest.json` | counts + sha256s — the integrity/staleness anchor | + +## Re-vendoring + +Whenever trace-capture's `captures/` or any `frameworks/*/registry-seed.yaml` +changes, regenerate and re-vendor in the **same change** that adjusts +`src/ai_vendors.rs`: + +```sh +cd ../../../trace-capture # or wherever the checkout lives +bun run fixture +cp fixture/classification-fixture.jsonl fixture/expectations.json fixture/manifest.json \ + /apps/ingest/fixtures/classification/ +``` + +The fixture test recomputes both sha256s against `manifest.json`, so a hand-edit +of the *fixture*, a partial re-vendor, or a line-ending mangle fails CI loudly. +**Nothing hashes `manifest.json` itself**, so editing a golden and pasting the new +sha into the manifest is self-consistent — which is exactly the edit a reviewer +most needs to catch. The defence is `manifest.source`: the trace-capture commit +(with a `dirty` flag), a hash over the sorted seed files and a hash of both +generator files. + +Be precise about what that buys: `commit` re-derives the fixture only at +`dirty: false`, and today it is `false` — trace-capture's v2 work is committed, so +`git checkout && bun run fixture` over there reproduces these bytes. This +is provenance you can *replay*, not merely read. (Two structural defects had to be +fixed before `false` was even reachable: trace-capture's `fixture/` output dir was +untracked and un-ignored, so `git status --porcelain` was never empty; and +`generator_sha256` hashed one of the generator's two files.) + +The test asserts `dirty == false` rather than type-checking the field, so a +re-vendor that reintroduces `true` fails. That is not a value to flip back: `true` +means the fixture came out of an uncommitted trace-capture tree, `commit` names a +revision that cannot produce these bytes, and the anchor is decorative. Commit over +there first, regenerate, re-vendor. + +`manifest.dedup.value_sensitive_keys` is checked mechanically — +`value_read_keys_are_all_in_the_fixture_dedup_signature` re-derives every by-value +key read from `ai_vendors.rs` (the `attr`/`resource` accessors, plus every session +candidate's `key`/`event_key`, whose values decide session state) and fails if the +trace-capture-side list has fallen behind. That one matters more than it looks: a +missing key collapses spans that would classify differently onto one weighted +representative, which makes the FP numbers and the `slug/session_key_state` +histogram rows *wrong*, not merely lenient. + +## What the line schema cannot express + +Two rule shapes are outside this artifact, and the same test names both so neither +can ship unnoticed: + +- **Scope attributes.** The line schema carries `scope_name`/`scope_version`/ + `scope_schema_url` but no `scope_attrs`, so a rule using `SpanCtx::scope_attr` + could not be gated here. There are none today and the test asserts that; the + first one needs a trace-capture line-schema extension and a `format_version` + bump before it lands. +- **Link contents.** `links_count` is arity only — no link attributes, no linked + ids — and the classifier exposes no link accessor at all, so the field is + currently **unread** on this side. It stays in the schema because removing it + would churn the artifact for nothing; a rule reading a link needs the same + schema bump. + +A maple PR touching vendor rules without a fixture bump (or vice versa) is still +the review smell to catch — there is deliberately no cross-repo network check; +maple CI stays hermetic. + +## Expectations are never produced by *this* classifier + +`expectations.json` is transcribed from the seeds' `goldens.per_capture`. Be precise +about what that buys: those numbers are produced by +`verify-seed.ts --emit-goldens`, i.e. by applying each **seed's own** rules to its +captures, and then human-reviewed (`goldens_status`). So a green replay proves +transcription fidelity — maple's Rust rules compute what the reviewed seed rules +compute — not ground truth. That is still the strongest gate available and it is +genuinely independent of this crate. + +The exception is marked: six golden **fields** across four captures carry a +`v2_resolved: {fields, why}` declaration, meaning the shipped rule is outside the +seed algebra, so the seed evaluator cannot reproduce them and the number was +predicted by hand. The replay test asserts that set by `capture.field` so it cannot +grow silently — a field joining it is a golden losing its seed-side check. + +This replay is the only check for four of the six. The other two have weaker gates +and nothing else says so: + +| field | gate | +| --- | --- | +| `pydantic_ai_agents.unsessioned_traces` | trace-level; this fixture strips trace ids, so only `ai_classifier_corpus_test.rs` asserts it — and that needs `TRACE_CAPTURE_DIR`, which **no CI workflow sets** (the corpus lives in the other repo). Local-only. | +| `pydantic_ai_agents.key_state_by_candidate` | **none.** Not emitted into `expectations.json` at all. | + +Both sit on the PROVISIONAL P1 ruling, so revisiting it should start by giving them +a gate. + +If a golden looks wrong, re-review the seed per trace-capture's +`frameworks/REVIEW_IMPLEMENTATION.md`. Do **not** regenerate it from this +classifier's output — for the four marked entries in particular that would turn the +gate into "the classifier agrees with itself", with no file in either repo +recording that it happened. diff --git a/apps/ingest/fixtures/classification/classification-fixture.jsonl b/apps/ingest/fixtures/classification/classification-fixture.jsonl new file mode 100644 index 000000000..272efd587 --- /dev/null +++ b/apps/ingest/fixtures/classification/classification-fixture.jsonl @@ -0,0 +1,2117 @@ +{"capture":"agno_agents","resource_attrs":[{"key":"telemetry.sdk.language","value":{"stringValue":"python"}},{"key":"telemetry.sdk.name","value":{"stringValue":"opentelemetry"}},{"key":"telemetry.sdk.version","value":{"stringValue":"1.44.0"}},{"key":"service.instance.id","value":{"stringValue":"5beecaa9-2927-4e78-8b3d-83b9dd7bb38e"}},{"key":"service.name","value":{"stringValue":"agno-agno_agents"}},{"key":"service.version","value":{"stringValue":"0.1.0"}},{"key":"deployment.environment","value":{"stringValue":"trace-capture"}}],"scope_name":"openinference.instrumentation.agno","scope_version":"1.0.1","scope_schema_url":"","span_name":"OpenRouter.ainvoke","span_attrs":[{"key":"input.mime_type","value":{"stringValue":"application/json"}},{"key":"input.value","value":{"stringValue":"{\"messages\": [{\"id\": \"baefdab6-7d91-4e7e-beb7-98df1650af62\", \"content\": \"You coordinate a team of specialized AI agents to fulfill the user's request. 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A fun fact about Paris is that it is home to the Eiffel Tower, one of the most recognizable structures in the world.\n\n[[ ## completed ## ]]\n"}},{"key":"llm.input_messages.5.message.role","value":{"stringValue":"user"}},{"key":"llm.input_messages.5.message.content","value":{"stringValue":"[[ ## question ## ]]\nWhat tools do you have available? 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You will be given a task to solve as best you can.\\\\nTo do so, you have been given acces...[truncated 11036 chars]"}},{"key":"llm.invocation_parameters","value":{"stringValue":"{\"max_tokens\": 600, \"temperature\": 0}"}},{"key":"llm.input_messages.0.message.role","value":{"stringValue":"system"}},{"key":"llm.input_messages.0.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.0.message.contents.0.message_content.text","value":{"stringValue":"You are an expert assistant who can solve any task using tool calls. 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How can I help you today?"}},{"key":"llm.input_messages.4.message.role","value":{"stringValue":"user"}},{"key":"llm.input_messages.4.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.4.message.contents.0.message_content.text","value":{"stringValue":"New task:\nWhat is the capital of France, and one fun fact about it?"}},{"key":"llm.input_messages.5.message.role","value":{"stringValue":"tool-response"}},{"key":"llm.input_messages.5.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.5.message.contents.0.message_content.text","value":{"stringValue":"Error:\nIf you want to return an answer, please do not perform any other tool calls than the final answer tool call!\nNow let's retry: take care not to repeat previous errors! If you have retried several times, try a completely different approach.\n"}},{"key":"llm.input_messages.6.message.role","value":{"stringValue":"tool-response"}},{"key":"llm.input_messages.6.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.6.message.contents.0.message_content.text","value":{"stringValue":"Error:\nIf you want to return an answer, please do not perform any other tool calls than the final answer tool call!\nNow let's retry: take care not to repeat previous errors! If you have retried several times, try a completely different approach.\n"}},{"key":"llm.input_messages.7.message.role","value":{"stringValue":"tool-call"}},{"key":"llm.input_messages.7.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.7.message.contents.0.message_content.text","value":{"stringValue":"Calling tools:\n[{'id': 'call_JciGzTpFCLmhOWO9SNt2k5VC', 'type': 'function', 'function': {'name': 'final_answer', 'arguments': {'answer': \"The capital of France is Paris. A fun fact about Paris is that it is home to the Eiffel Tower, which was completed in ...[truncated 95 chars]"}},{"key":"llm.input_messages.8.message.role","value":{"stringValue":"tool-response"}},{"key":"llm.input_messages.8.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.8.message.contents.0.message_content.text","value":{"stringValue":"Observation:\nThe capital of France is Paris. 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List them briefly."}},{"key":"llm.input_messages.10.message.role","value":{"stringValue":"tool-call"}},{"key":"llm.input_messages.10.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.10.message.contents.0.message_content.text","value":{"stringValue":"Calling tools:\n[{'id': 'call_hNYlZfN2sa0PnI2ACxpYLYkq', 'type': 'function', 'function': {'name': 'final_answer', 'arguments': {'answer': 'I have access to the following tools: 1. get_weather: To get the current weather for a city. 2. calculate: To evaluate...[truncated 177 chars]"}},{"key":"llm.input_messages.11.message.role","value":{"stringValue":"tool-response"}},{"key":"llm.input_messages.11.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.11.message.contents.0.message_content.text","value":{"stringValue":"Observation:\nI have access to the following tools: 1. get_weather: To get the current weather for a city. 2. calculate: To evaluate basic arithmetic expressions. 3. delete_file: To delete a file at a specified path (requires user approval). 4. final_answer...[truncated 47 chars]"}},{"key":"llm.input_messages.12.message.role","value":{"stringValue":"user"}},{"key":"llm.input_messages.12.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.12.message.contents.0.message_content.text","value":{"stringValue":"New task:\nWhat's the weather in Berlin right now?"}},{"key":"llm.input_messages.13.message.role","value":{"stringValue":"tool-call"}},{"key":"llm.input_messages.13.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.13.message.contents.0.message_content.text","value":{"stringValue":"Calling tools:\n[{'id': 'call_8xhsIULtDioztbtnQX3Hl2sN', 'type': 'function', 'function': {'name': 'get_weather', 'arguments': {'city': 'Berlin'}}}]"}},{"key":"llm.input_messages.14.message.role","value":{"stringValue":"tool-response"}},{"key":"llm.input_messages.14.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.14.message.contents.0.message_content.text","value":{"stringValue":"Observation:\n{\"city\": \"Berlin\", \"temperature_c\": 21, \"condition\": \"partly cloudy\", \"humidity_pct\": 58}"}},{"key":"llm.input_messages.15.message.role","value":{"stringValue":"tool-call"}},{"key":"llm.input_messages.15.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.15.message.contents.0.message_content.text","value":{"stringValue":"Calling tools:\n[{'id': 'call_h7GpoULsZMnGD6z0ZSQYnSAA', 'type': 'function', 'function': {'name': 'final_answer', 'arguments': {'answer': 'The current weather in Berlin is partly cloudy with a temperature of 21°C and a humidity of 58%.'}}}]"}},{"key":"llm.input_messages.16.message.role","value":{"stringValue":"tool-response"}},{"key":"llm.input_messages.16.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.16.message.contents.0.message_content.text","value":{"stringValue":"Observation:\nThe current weather in Berlin is partly cloudy with a temperature of 21°C and a humidity of 58%."}},{"key":"llm.input_messages.17.message.role","value":{"stringValue":"user"}},{"key":"llm.input_messages.17.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.17.message.contents.0.message_content.text","value":{"stringValue":"New task:\nPlease delete the file /tmp/report-final.txt"}},{"key":"llm.input_messages.18.message.role","value":{"stringValue":"tool-call"}},{"key":"llm.input_messages.18.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.18.message.contents.0.message_content.text","value":{"stringValue":"Calling tools:\n[{'id': 'call_bnFrpDP7Fys5dSi3qSGihSS6', 'type': 'function', 'function': {'name': 'delete_file', 'arguments': {'path': '/tmp/report-final.txt'}}}]"}},{"key":"llm.input_messages.19.message.role","value":{"stringValue":"tool-response"}},{"key":"llm.input_messages.19.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.19.message.contents.0.message_content.text","value":{"stringValue":"Observation:\nAPPROVAL DENIED by the user for 'delete_file' with arguments {'path': '/tmp/report-final.txt'}. 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I'm your helpful assistant, here to assist you with a variety of tasks, answer questions, and provide informati...[truncated 34 chars]"}},{"key":"llm.input_messages.3.message.role","value":{"stringValue":"tool-response"}},{"key":"llm.input_messages.3.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.3.message.contents.0.message_content.text","value":{"stringValue":"Observation:\nHello! I'm your helpful assistant, here to assist you with a variety of tasks, answer questions, and provide information. How can I help you today?"}},{"key":"llm.input_messages.4.message.role","value":{"stringValue":"user"}},{"key":"llm.input_messages.4.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.4.message.contents.0.message_content.text","value":{"stringValue":"New task:\nWhat is the capital of France, and one fun fact about it?"}},{"key":"llm.input_messages.5.message.role","value":{"stringValue":"tool-response"}},{"key":"llm.input_messages.5.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.5.message.contents.0.message_content.text","value":{"stringValue":"Error:\nIf you want to return an answer, please do not perform any other tool calls than the final answer tool call!\nNow let's retry: take care not to repeat previous errors! If you have retried several times, try a completely different approach.\n"}},{"key":"llm.input_messages.6.message.role","value":{"stringValue":"tool-response"}},{"key":"llm.input_messages.6.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.6.message.contents.0.message_content.text","value":{"stringValue":"Error:\nIf you want to return an answer, please do not perform any other tool calls than the final answer tool call!\nNow let's retry: take care not to repeat previous errors! If you have retried several times, try a completely different approach.\n"}},{"key":"llm.input_messages.7.message.role","value":{"stringValue":"tool-call"}},{"key":"llm.input_messages.7.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.7.message.contents.0.message_content.text","value":{"stringValue":"Calling tools:\n[{'id': 'call_JciGzTpFCLmhOWO9SNt2k5VC', 'type': 'function', 'function': {'name': 'final_answer', 'arguments': {'answer': \"The capital of France is Paris. A fun fact about Paris is that it is home to the Eiffel Tower, which was completed in ...[truncated 95 chars]"}},{"key":"llm.input_messages.8.message.role","value":{"stringValue":"tool-response"}},{"key":"llm.input_messages.8.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.8.message.contents.0.message_content.text","value":{"stringValue":"Observation:\nThe capital of France is Paris. A fun fact about Paris is that it is home to the Eiffel Tower, which was completed in 1889 and was originally intended to be a temporary installation for the 1889 World's Fair."}},{"key":"llm.input_messages.9.message.role","value":{"stringValue":"user"}},{"key":"llm.input_messages.9.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.9.message.contents.0.message_content.text","value":{"stringValue":"New task:\nWhat tools do you have available? 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You will be given a task to solve as best you can.\\\\nTo do so, you have been given acces...[truncated 12382 chars]"}},{"key":"llm.invocation_parameters","value":{"stringValue":"{\"max_tokens\": 600, \"temperature\": 0}"}},{"key":"llm.input_messages.0.message.role","value":{"stringValue":"system"}},{"key":"llm.input_messages.0.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.0.message.contents.0.message_content.text","value":{"stringValue":"You are an expert assistant who can solve any task using tool calls. 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How can I help you today?"}},{"key":"llm.input_messages.4.message.role","value":{"stringValue":"user"}},{"key":"llm.input_messages.4.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.4.message.contents.0.message_content.text","value":{"stringValue":"New task:\nWhat is the capital of France, and one fun fact about it?"}},{"key":"llm.input_messages.5.message.role","value":{"stringValue":"tool-response"}},{"key":"llm.input_messages.5.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.5.message.contents.0.message_content.text","value":{"stringValue":"Error:\nIf you want to return an answer, please do not perform any other tool calls than the final answer tool call!\nNow let's retry: take care not to repeat previous errors! If you have retried several times, try a completely different approach.\n"}},{"key":"llm.input_messages.6.message.role","value":{"stringValue":"tool-response"}},{"key":"llm.input_messages.6.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.6.message.contents.0.message_content.text","value":{"stringValue":"Error:\nIf you want to return an answer, please do not perform any other tool calls than the final answer tool call!\nNow let's retry: take care not to repeat previous errors! If you have retried several times, try a completely different approach.\n"}},{"key":"llm.input_messages.7.message.role","value":{"stringValue":"tool-call"}},{"key":"llm.input_messages.7.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.7.message.contents.0.message_content.text","value":{"stringValue":"Calling tools:\n[{'id': 'call_JciGzTpFCLmhOWO9SNt2k5VC', 'type': 'function', 'function': {'name': 'final_answer', 'arguments': {'answer': \"The capital of France is Paris. A fun fact about Paris is that it is home to the Eiffel Tower, which was completed in ...[truncated 95 chars]"}},{"key":"llm.input_messages.8.message.role","value":{"stringValue":"tool-response"}},{"key":"llm.input_messages.8.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.8.message.contents.0.message_content.text","value":{"stringValue":"Observation:\nThe capital of France is Paris. A fun fact about Paris is that it is home to the Eiffel Tower, which was completed in 1889 and was originally intended to be a temporary installation for the 1889 World's Fair."}},{"key":"llm.input_messages.9.message.role","value":{"stringValue":"user"}},{"key":"llm.input_messages.9.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.9.message.contents.0.message_content.text","value":{"stringValue":"New task:\nWhat tools do you have available? List them briefly."}},{"key":"llm.input_messages.10.message.role","value":{"stringValue":"tool-call"}},{"key":"llm.input_messages.10.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.10.message.contents.0.message_content.text","value":{"stringValue":"Calling tools:\n[{'id': 'call_hNYlZfN2sa0PnI2ACxpYLYkq', 'type': 'function', 'function': {'name': 'final_answer', 'arguments': {'answer': 'I have access to the following tools: 1. get_weather: To get the current weather for a city. 2. calculate: To evaluate...[truncated 177 chars]"}},{"key":"llm.input_messages.11.message.role","value":{"stringValue":"tool-response"}},{"key":"llm.input_messages.11.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.11.message.contents.0.message_content.text","value":{"stringValue":"Observation:\nI have access to the following tools: 1. get_weather: To get the current weather for a city. 2. calculate: To evaluate basic arithmetic expressions. 3. delete_file: To delete a file at a specified path (requires user approval). 4. final_answer...[truncated 47 chars]"}},{"key":"llm.input_messages.12.message.role","value":{"stringValue":"user"}},{"key":"llm.input_messages.12.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.12.message.contents.0.message_content.text","value":{"stringValue":"New task:\nWhat's the weather in Berlin right now?"}},{"key":"llm.input_messages.13.message.role","value":{"stringValue":"tool-call"}},{"key":"llm.input_messages.13.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.13.message.contents.0.message_content.text","value":{"stringValue":"Calling tools:\n[{'id': 'call_8xhsIULtDioztbtnQX3Hl2sN', 'type': 'function', 'function': {'name': 'get_weather', 'arguments': {'city': 'Berlin'}}}]"}},{"key":"llm.input_messages.14.message.role","value":{"stringValue":"tool-response"}},{"key":"llm.input_messages.14.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.14.message.contents.0.message_content.text","value":{"stringValue":"Observation:\n{\"city\": \"Berlin\", \"temperature_c\": 21, \"condition\": \"partly cloudy\", \"humidity_pct\": 58}"}},{"key":"llm.input_messages.15.message.role","value":{"stringValue":"tool-call"}},{"key":"llm.input_messages.15.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.15.message.contents.0.message_content.text","value":{"stringValue":"Calling tools:\n[{'id': 'call_h7GpoULsZMnGD6z0ZSQYnSAA', 'type': 'function', 'function': {'name': 'final_answer', 'arguments': {'answer': 'The current weather in Berlin is partly cloudy with a temperature of 21°C and a humidity of 58%.'}}}]"}},{"key":"llm.input_messages.16.message.role","value":{"stringValue":"tool-response"}},{"key":"llm.input_messages.16.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.16.message.contents.0.message_content.text","value":{"stringValue":"Observation:\nThe current weather in Berlin is partly cloudy with a temperature of 21°C and a humidity of 58%."}},{"key":"llm.input_messages.17.message.role","value":{"stringValue":"user"}},{"key":"llm.input_messages.17.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.17.message.contents.0.message_content.text","value":{"stringValue":"New task:\nPlease delete the file /tmp/report-final.txt"}},{"key":"llm.input_messages.18.message.role","value":{"stringValue":"tool-call"}},{"key":"llm.input_messages.18.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.18.message.contents.0.message_content.text","value":{"stringValue":"Calling tools:\n[{'id': 'call_bnFrpDP7Fys5dSi3qSGihSS6', 'type': 'function', 'function': {'name': 'delete_file', 'arguments': {'path': '/tmp/report-final.txt'}}}]"}},{"key":"llm.input_messages.19.message.role","value":{"stringValue":"tool-response"}},{"key":"llm.input_messages.19.message.contents.0.message_content.type","value":{"stringValue":"text"}},{"key":"llm.input_messages.19.message.contents.0.message_content.text","value":{"stringValue":"Observation:\nAPPROVAL DENIED by the user for 'delete_file' with arguments {'path': '/tmp/report-final.txt'}. 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Returns a JSON object.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"city\": {\"type\": \"string\", \"description\": \"City name, e.g. 'Berlin'.\"}}, \"...[truncated 22 chars]"}},{"key":"llm.tools.1.tool.json_schema","value":{"stringValue":"{\"type\": \"function\", \"function\": {\"name\": \"calculate\", \"description\": \"Evaluate a basic arithmetic expression, e.g. '3 * (120 + 45)'.\", \"parameters\": {\"type\": \"object\", \"properties\": {\"expression\": {\"type\": \"string\", \"description\": \"Arithmetic expression u...[truncated 71 chars]"}},{"key":"llm.tools.2.tool.json_schema","value":{"stringValue":"{\"type\": \"function\", \"function\": {\"name\": \"delete_file\", \"description\": \"Delete a file at the given path. 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"google_adk_agents_probe", + "fp_negative_set": false + }, + { + "capture": "google_adk_hitl_probe", + "fp_negative_set": false + }, + { + "capture": "langgraph_smoke", + "fp_negative_set": false + }, + { + "capture": "litellm_semconv_probe", + "fp_negative_set": false + }, + { + "capture": "mastra_hitl_probe", + "fp_negative_set": false + }, + { + "capture": "openrouter", + "fp_negative_set": true + }, + { + "capture": "smoke-adk", + "fp_negative_set": false + }, + { + "capture": "smoke-test", + "fp_negative_set": false + }, + { + "capture": "smolagents_agents_probe", + "fp_negative_set": false + }, + { + "capture": "smolagents_probe", + "fp_negative_set": false + } + ] +} diff --git a/apps/ingest/fixtures/classification/manifest.json b/apps/ingest/fixtures/classification/manifest.json new file mode 100644 index 000000000..30a40df05 --- /dev/null +++ b/apps/ingest/fixtures/classification/manifest.json @@ -0,0 +1,305 @@ +{ + "format_version": 1, + "generated_by": "scripts/generate-classification-fixture.ts", + "source": { + "repo": "trace-capture", + "commit": "3b9a1a7b9f033ad460addaac628ed2bfa0c584ac", + "dirty": false, + "seeds_sha256": "a51ae86ad37bbf3f4158b54030cd51b608f0fde3cc98d0c09727f995964580ae", + "generator_sha256": "b62aedf2e25483a52dd7f54c52ea26144f0d4ac28579b40705fa8dc96162d739" + }, + "truncate_limit": 256, + "dedup": { + "value_sensitive_keys": [ + "agno.run.id", + "flue.instance.id", + "flue.operation.kind", + "gcp.vertex.agent.invocation_id", + "gcp.vertex.agent.session_id", + "gen_ai.agent.call.id", + "gen_ai.conversation.id", + "gen_ai.operation.name", + "gen_ai.provider.name", + "gen_ai.response.finish_reason", + "gen_ai.system", + "langsmith.internal_provider", + "langsmith.metadata.thread_id", + "llamaindex.run_id", + "mastra.metadata.resourceId", + "mastra.metadata.runId", + "metadata.user_api_key_end_user_id", + "metadata.user_api_key_user_id", + "openinference.span.kind", + "service.name", + "session.id", + "span.type", + "spring.ai.chat.client.conversation.id", + "spring.ai.kind", + "tags.llamaindex.run_id", + "telemetry.sdk.name", + "user.id" + ] + }, + "redaction": { + "identifier_keys": [ + "gcp.vertex.agent.invocation_id", + "gen_ai.conversation.id", + "mastra.metadata.runId", + "session.id", + "user.id" + ], + "identifier_prefixes": [ + "ai.settings.context." + ], + "identifier_scheme": "sha256(salt \\0 value), rendered UUIDv7-shaped or `redacted-<32 hex>` by input shape; preserves distinctness, emptiness, seed decoy_values and strict-UUIDv7 shape", + "distinct_identifiers": 139, + "content_masked_captures": "non_seed", + "content_masked_values": 10906 + }, + "corpus": { + "captures": 57, + "seed_named_captures": 41, + "spans_total": 9945 + }, + "fixture": { + "lines": 2117, + "weighted_spans": 9945, + "kept_seed_capture": 1514, + "kept_seed_relevant": 445, + "dedup_representatives": 158, + "dedup_collapsed": 7828, + "bytes": 4668192, + "sha256": "4d9078964a45de1c48effa79b4fc57707813305640402b72b901d98b111e495c" + }, + "expectations_sha256": "404dfe0d18a89f27765cdd08d6dc8d029bf8c5ff15edb9f4f4fcf9ebbd1bad11", + "per_capture": { + "agno_agents": { + "spans": 20, + "emitted": 20 + }, + "agno_user": { + "spans": 17, + "emitted": 17 + }, + "claude_agent_sdk_agents": { + "spans": 32, + "emitted": 32 + }, + "claude_agent_sdk_probe": { + "spans": 3, + "emitted": 3 + }, + "claude_agent_sdk_probe2": { + "spans": 3, + "emitted": 3 + }, + "claude_agent_sdk_user": { + "spans": 23, + "emitted": 23 + }, + "crewai_agents": { + "spans": 17, + "emitted": 17 + }, + "crewai_user": { + "spans": 25, + "emitted": 25 + }, + "dspy_agents": { + "spans": 73, + "emitted": 73 + }, + "dspy_user": { + "spans": 87, + "emitted": 87 + }, + "effect_ai_agents": { + "spans": 44, + "emitted": 44 + }, + "effect_ai_probe": { + "spans": 64, + "emitted": 64 + }, + "effect_ai_user": { + "spans": 62, + "emitted": 62 + }, + "eve_slack": { + "spans": 2311, + "emitted": 165 + }, + "eve_slack_no_messages": { + "spans": 1927, + "emitted": 126 + }, + "flue_agents": { + "spans": 21, + "emitted": 21 + }, + "flue_smoke": { + "spans": 2, + "emitted": 2 + }, + "flue_user": { + "spans": 25, + "emitted": 25 + }, + "google_adk_agents": { + "spans": 30, + "emitted": 30 + }, + "google_adk_agents_probe": { + "spans": 38, + "emitted": 38 + }, + "google_adk_hitl_probe": { + "spans": 20, + "emitted": 20 + }, + "google_adk_user": { + "spans": 39, + "emitted": 39 + }, + "haystack_agents": { + "spans": 42, + "emitted": 42 + }, + "haystack_user": { + "spans": 38, + "emitted": 38 + }, + "langgraph_agents": { + "spans": 17, + "emitted": 17 + }, + "langgraph_smoke": { + "spans": 3, + "emitted": 3 + }, + "langgraph_user": { + "spans": 42, + "emitted": 42 + }, + "litellm_agents": { + "spans": 16, + "emitted": 16 + }, + "litellm_semconv_probe": { + "spans": 7, + "emitted": 7 + }, + "litellm_user": { + "spans": 18, + "emitted": 18 + }, + "llamaindex_agents": { + "spans": 75, + "emitted": 75 + }, + "llamaindex_user": { + "spans": 79, + "emitted": 79 + }, + "mastra_agents": { + "spans": 37, + "emitted": 37 + }, + "mastra_hitl_probe": { + "spans": 21, + "emitted": 21 + }, + "mastra_user": { + "spans": 66, + "emitted": 66 + }, + "microsoft_agent_framework_agents": { + "spans": 32, + "emitted": 32 + }, + "microsoft_agent_framework_user": { + "spans": 21, + "emitted": 21 + }, + "openai_agents_sdk_agents": { + "spans": 32, + "emitted": 32 + }, + "openai_agents_sdk_user": { + "spans": 44, + "emitted": 44 + }, + "openrouter": { + "spans": 3968, + "emitted": 88 + }, + "pydantic_ai_agents": { + "spans": 20, + "emitted": 20 + }, + "pydantic_ai_user": { + "spans": 19, + "emitted": 19 + }, + "semantic_kernel_agents": { + "spans": 47, + "emitted": 47 + }, + "semantic_kernel_user": { + "spans": 28, + "emitted": 28 + }, + "smoke-adk": { + "spans": 4, + "emitted": 4 + }, + "smoke-test": { + "spans": 3, + "emitted": 2 + }, + "smolagents_agents": { + "spans": 33, + "emitted": 33 + }, + "smolagents_agents_probe": { + "spans": 37, + "emitted": 37 + }, + "smolagents_probe": { + "spans": 20, + "emitted": 20 + }, + "smolagents_user": { + "spans": 42, + "emitted": 42 + }, + "spring_ai_agents": { + "spans": 43, + "emitted": 43 + }, + "spring_ai_user": { + "spans": 75, + "emitted": 75 + }, + "strands_agents": { + "spans": 25, + "emitted": 25 + }, + "strands_user": { + "spans": 33, + "emitted": 33 + }, + "vercel_ai_sdk_agents": { + "spans": 29, + "emitted": 29 + }, + "vercel_ai_sdk_user": { + "spans": 28, + "emitted": 28 + }, + "vercel_ai_sdk_user_legacy": { + "spans": 18, + "emitted": 18 + } + } +} diff --git a/apps/ingest/src/ai_classification_fixture_test.rs b/apps/ingest/src/ai_classification_fixture_test.rs new file mode 100644 index 000000000..3d1bde00a --- /dev/null +++ b/apps/ingest/src/ai_classification_fixture_test.rs @@ -0,0 +1,969 @@ +//! Vendored-fixture replay — the CI acceptance gate for the classifier. +//! +//! Replays `fixtures/classification/` (the pruned corpus vendored from +//! trace-capture, see its README) through the classifier's real entry points and +//! asserts the hand-reviewed per-capture goldens, the false-positive ceiling over +//! the negative sets, and the indexed-vs-direct differential (write-side plan +//! §6.1–§6.3). Unlike the sibling `ai_classifier_corpus_test.rs` — which needs +//! `TRACE_CAPTURE_DIR` pointing at the full corpus checkout and remains the +//! full-fidelity local gate — this runs on every plain `cargo test`. +//! +//! Each fixture line is one span's classifier inputs in OTLP/JSON typed encoding, +//! plus a `weight`: negatives were deduplicated onto representatives, and `weight` +//! counts the corpus population each line stands for, so weighted sums here are +//! statements about all 9,945 corpus spans, not just the 2,117 survivors. Lines +//! are rehydrated into a synthetic `ExportTraceServiceRequest` and decoded through +//! `otlp_json::normalize` + the generated types — the same two steps ingest runs +//! on the wire — so typed-value handling is exercised, not reimplemented. +//! +//! Span events ride along and are fed through `classify_span_full` — llamaindex's +//! session key rides a `workflow.output` event attribute, so this is load-bearing. +//! Link *contents* were never captured and the classifier exposes no link +//! accessor, so the fixture's `links_count` field is currently unread. + +use std::collections::{BTreeMap, BTreeSet}; +use std::sync::OnceLock; + +use opentelemetry_proto::tonic::collector::trace::v1::ExportTraceServiceRequest; +use opentelemetry_proto::tonic::common::v1::KeyValue; +use opentelemetry_proto::tonic::trace::v1::Span; +use sha2::{Digest, Sha256}; + +use crate::ai_classifier::{session_state, ResourceContext, SpanClassification}; +use crate::ai_registry::registry; +use crate::otlp_json; + +const FIXTURE_DIR: &str = concat!(env!("CARGO_MANIFEST_DIR"), "/fixtures/classification"); + +fn fixture_bytes(name: &str) -> Vec { + std::fs::read(format!("{FIXTURE_DIR}/{name}")) + .unwrap_or_else(|e| panic!("read {FIXTURE_DIR}/{name}: {e}")) +} + +fn fixture_json(name: &str) -> serde_json::Value { + serde_json::from_slice(&fixture_bytes(name)).unwrap_or_else(|e| panic!("parse {name}: {e}")) +} + +fn sha256_hex(bytes: &[u8]) -> String { + let mut hasher = Sha256::new(); + hasher.update(bytes); + format!("{:x}", hasher.finalize()) +} + +fn number(value: &serde_json::Value) -> usize { + value + .as_u64() + .unwrap_or_else(|| panic!("expected a number, got {value:?}")) as usize +} + +// --------------------------------------------------------------------------- +// loading +// --------------------------------------------------------------------------- + +/// One fixture line, decoded exactly as ingest would decode it off the wire. +struct FixtureSpan { + capture: String, + /// Corpus spans this line represents (1 for seed captures, >=1 for the + /// deduplicated negatives). + weight: usize, + /// A single-span request: `resource_spans[0].scope_spans[0].spans[0]`. + request: ExportTraceServiceRequest, +} + +impl FixtureSpan { + fn resource_attrs(&self) -> &[KeyValue] { + self.request.resource_spans[0] + .resource + .as_ref() + .map(|r| r.attributes.as_slice()) + .unwrap_or(&[]) + } + + fn span(&self) -> &Span { + &self.request.resource_spans[0].scope_spans[0].spans[0] + } + + /// Hoist resource+scope, classify the span — the row writer's exact shape, + /// events included. + fn classify(&self) -> SpanClassification<'_> { + let scope_spans = &self.request.resource_spans[0].scope_spans[0]; + let resource = ResourceContext::new(registry(), self.resource_attrs()); + let scope = resource.scope(scope_spans.scope.as_ref(), &scope_spans.schema_url); + let span = self.span(); + scope.classify_span_full(&span.name, &span.attributes, &span.events) + } +} + +/// Rehydrate one JSONL line into a one-span OTLP/JSON request and decode it +/// through the crate's own wire path (`normalize` + the generated types). +/// +/// The `expect` below is a whole-gate tripwire, not a per-line one: `serde_json` +/// refuses an unpaired surrogate escape ("unexpected end of hex escape"), so one bad +/// line panics the fixture loader and every test that reads it. The generator is what +/// keeps that from happening — it truncates oversized values on UTF-16 code units and +/// then drops a trailing lone high surrogate, precisely so this stays a tripwire for a +/// mangled re-vendor rather than a hazard of ordinary corpus growth. openrouter already +/// carries astral characters inside truncated values, so the boundary is reachable; if +/// this ever fires on a fresh fixture, fix the truncation upstream in trace-capture's +/// `scripts/generate-classification-fixture.ts`, not here. +fn decode_line(line: &str) -> FixtureSpan { + let record: serde_json::Value = serde_json::from_str(line).expect("fixture line json"); + let capture = record["capture"].as_str().expect("capture").to_string(); + let weight = number(&record["weight"]); + + let events: Vec = record["events"] + .as_array() + .expect("events") + .iter() + .map(|event| { + serde_json::json!({ + "name": event["name"], + "attributes": event["attrs"], + }) + }) + .collect(); + let mut body = serde_json::json!({ + "resourceSpans": [{ + "resource": { "attributes": record["resource_attrs"] }, + "scopeSpans": [{ + "scope": { + "name": record["scope_name"], + "version": record["scope_version"], + }, + "schemaUrl": record["scope_schema_url"], + "spans": [{ + "name": record["span_name"], + "attributes": record["span_attrs"], + "events": events, + }], + }], + }], + }); + otlp_json::normalize(&mut body, "resourceSpans"); + let request: ExportTraceServiceRequest = + serde_json::from_value(body).expect("fixture line decodes as OTLP/JSON"); + + // The fixture carries a `links_count` field, but link *contents* were never + // captured and the classifier exposes no link accessor, so nothing here + // reconstitutes links. The field stays in the fixture format so the vendored + // artifact does not churn. + assert_eq!( + request.resource_spans.len(), + 1, + "one ResourceSpans per line" + ); + assert_eq!(request.resource_spans[0].scope_spans.len(), 1); + assert_eq!(request.resource_spans[0].scope_spans[0].spans.len(), 1); + + FixtureSpan { + capture, + weight, + request, + } +} + +/// The whole fixture, decoded once per test binary. +fn fixture() -> &'static [FixtureSpan] { + static FIXTURE: OnceLock> = OnceLock::new(); + FIXTURE.get_or_init(|| { + let bytes = fixture_bytes("classification-fixture.jsonl"); + let text = std::str::from_utf8(&bytes).expect("fixture is utf-8"); + text.lines() + .filter(|line| !line.trim().is_empty()) + .map(decode_line) + .collect() + }) +} + +fn lines_of<'a>(capture: &str) -> impl Iterator { + let capture = capture.to_string(); + fixture().iter().filter(move |line| line.capture == capture) +} + +// --------------------------------------------------------------------------- +// integrity — the staleness check +// --------------------------------------------------------------------------- + +/// The vendored files must be byte-identical to what trace-capture generated: +/// recomputed sha256s match the manifest, and the manifest's counts match what +/// the loader actually parsed. A hand-edited fixture, a partial re-vendor, or a +/// formatter/line-ending pass over the JSONL all fail here, loudly. +#[test] +fn fixture_matches_the_manifest() { + let manifest = fixture_json("manifest.json"); + assert_eq!(number(&manifest["format_version"]), 1, "format_version"); + + assert_eq!( + sha256_hex(&fixture_bytes("classification-fixture.jsonl")), + manifest["fixture"]["sha256"].as_str().expect("sha256"), + "classification-fixture.jsonl differs from the manifest — re-vendor all \ + three files together (see fixtures/classification/README.md)" + ); + assert_eq!( + sha256_hex(&fixture_bytes("expectations.json")), + manifest["expectations_sha256"] + .as_str() + .expect("expectations_sha256"), + "expectations.json differs from the manifest" + ); + + // The three shas above only check the fixture against itself: a hand-edit that + // also pastes the new sha into the manifest is self-consistent. `source` is the + // external anchor a reviewer needs to re-derive the numbers — which + // trace-capture revision, which seeds, which generator. + let source = manifest["source"] + .as_object() + .expect("manifest.source — re-vendor from a trace-capture that emits it"); + for field in ["commit", "seeds_sha256", "generator_sha256"] { + let value = source[field].as_str().unwrap_or(""); + assert!( + value.len() >= 40 && value.chars().all(|c| c.is_ascii_hexdigit()), + "manifest.source.{field} is {value:?}; the fixture cannot be traced back to \ + a trace-capture revision" + ); + } + // `commit` only re-derives the fixture from a CLEAN tree, and this one does: + // `git checkout && bun run fixture` in trace-capture reproduces these + // bytes. That is what makes `source` an anchor rather than a note — the numbers + // below are checkable against something outside this repo. + // + // A re-vendor that brings `dirty: true` back fails here, and that is the point: + // it means the fixture was generated from an uncommitted trace-capture tree, so + // `commit` names a revision that cannot produce these bytes and the provenance is + // decorative. Such a fixture must not ship. Commit the corpus/seed change in + // trace-capture first, regenerate, then re-vendor — do not relax this assertion. + assert_eq!( + source["dirty"], + serde_json::json!(false), + "manifest.source.dirty is true: this fixture was generated from an uncommitted \ + trace-capture tree, so `commit` names a revision that cannot re-derive it. \ + Commit in trace-capture, re-run `bun run fixture`, and re-vendor all three \ + files together — do not flip this expectation." + ); + + let lines = fixture(); + assert_eq!( + lines.len(), + number(&manifest["fixture"]["lines"]), + "line count" + ); + let weighted: usize = lines.iter().map(|line| line.weight).sum(); + assert_eq!( + weighted, + number(&manifest["fixture"]["weighted_spans"]), + "weighted span total" + ); + assert_eq!( + weighted, + number(&manifest["corpus"]["spans_total"]), + "the fixture's weights must cover the whole corpus" + ); + + // Per-capture: emitted lines and represented spans both match the manifest. + let per_capture = manifest["per_capture"].as_object().expect("per_capture"); + let mut emitted: BTreeMap<&str, usize> = BTreeMap::new(); + let mut spans: BTreeMap<&str, usize> = BTreeMap::new(); + for line in lines { + *emitted.entry(&line.capture).or_default() += 1; + *spans.entry(&line.capture).or_default() += line.weight; + } + assert_eq!(per_capture.len(), emitted.len(), "capture set"); + for (capture, entry) in per_capture { + assert_eq!( + emitted.get(capture.as_str()).copied().unwrap_or(0), + number(&entry["emitted"]), + "{capture}: emitted lines" + ); + assert_eq!( + spans.get(capture.as_str()).copied().unwrap_or(0), + number(&entry["spans"]), + "{capture}: weighted spans" + ); + } +} + +/// `ai_vendors.rs` source, read for the value-read key check below. Same posture as +/// `slug_set_mirrors_the_typescript_vendors`' `vendors.ts` include: `cfg(test)` strips +/// the item before macro expansion, so a release build never opens the path. +const AI_VENDORS_RS: &str = include_str!("ai_vendors.rs"); + +/// Every attribute or resource key the rules read **by value** must be part of the +/// fixture's dedup signature, or the weighted false-positive numbers are wrong. +/// +/// The fixture collapses negatives onto weighted representatives. Two spans merge only +/// if they agree on every `manifest.dedup.value_sensitive_keys` entry — so a key the +/// rules compare by value that is *missing* from that set can collapse a group whose +/// members would now classify differently, and the representative's verdict is then +/// multiplied by the whole group's weight. `false_positive_ceiling_holds_on_the_negative_sets` +/// and `FIXTURE_VENDOR_HISTOGRAM` are exact-equality, so the result is not a weaker +/// gate: it is a wrong number that a reviewer ratchets a constant to. +/// +/// The key set lives in trace-capture (`MAPLE_VALUE_READ_KEYS` and +/// `MAPLE_SESSION_CANDIDATE_KEYS`) and was hand-maintained across the repo boundary with +/// no check on either side. This is the check, and it belongs here because this is where +/// both inputs exist — the rules and the vendored manifest. +/// +/// What "read by value" covers, precisely — there are three surfaces, not one: +/// +/// * `SpanCtx::attr` and `SpanCtx::resource`, found by scanning the source. The sibling +/// accessors are presence- or prefix-only (`has_attr`, `any_attr_prefix`, +/// `any_resource_prefix`), and `events()` yields keys the candidate scan below covers. +/// * **Session-candidate keys**, which are declared *data* on `SessionCandidateDef`, so +/// they are read straight off the registry instead of parsed out of the source. +/// `candidate_state` branches on the value three ways: `require_non_empty` (every +/// candidate — `""` is state 4, not 5/6), `reject_decoy_values` (litellm's two) and +/// `granularity_of_value` (pydantic_ai's UUIDv7 test — state 5 vs 6). Since the +/// histogram is keyed `slug/session_key_state`, a candidate value that fell outside +/// the dedup signature would move weight between rows of an exact-equality constant. +/// `SessionCandidate::event_key` — the span-EVENT fallback value source — is included: +/// the generator puts event-attribute values for declared keys into the signature too. +/// * `SpanCtx::scope_attr` is a fourth by-value accessor with **zero** readers today, +/// and it is asserted to stay that way below rather than declared. +#[test] +fn value_read_keys_are_all_in_the_fixture_dedup_signature() { + // The scan reads `ai_vendors.rs` whole, comments included, so a doc comment + // containing a literal `.attr("x")` would add `x` to the required set. That + // direction fails safe — a spurious requirement, never a missed one — and no + // comment does today (the scan collects exactly the real keys). + fn scan(accessor: &str) -> BTreeSet<&'static str> { + let mut found: BTreeSet<&'static str> = BTreeSet::new(); + let mut rest = AI_VENDORS_RS; + while let Some(at) = rest.find(accessor) { + rest = &rest[at + accessor.len()..]; + if let Some(key) = rest.split('"').next() { + found.insert(key); + } + } + found + } + + let mut read_by_value = scan(".attr(\""); + read_by_value.append(&mut scan(".resource(\"")); + // A parser that stopped seeing the accessors would assert nothing at all. + assert!( + read_by_value.len() >= 10, + "found only {} by-value key reads in ai_vendors.rs — the accessors were \ + renamed and this scan stopped seeing them: {read_by_value:?}", + read_by_value.len() + ); + + // Session candidates: data, so no parsing. The count guard is the same idea as the + // one above — a registry that stopped exposing candidates would assert nothing. + // Counted directly (not as a set-size delta): a candidate key that also appears as + // an `.attr(...)` read would deflate a delta and fail with a false message. + let mut candidate_keys = 0usize; + for vendor in registry().vendors() { + for candidate in vendor.candidates() { + candidate_keys += 1 + usize::from(candidate.event_key.is_some()); + read_by_value.insert(candidate.key); + read_by_value.extend(candidate.event_key); + } + } + assert!( + candidate_keys >= 15, + "found only {candidate_keys} session-candidate keys in the registry" + ); + + // `scope_attr` has no readers, and the fixture line schema has no `scope_attrs` + // field at all (`capture, resource_attrs, scope_name, scope_version, + // scope_schema_url, span_name, span_attrs, events, links_count, weight`), so a + // scope key in the dedup signature would protect nothing — declaring one would be + // the decorative kind of check this test exists to avoid. Assert the zero instead: + // the first rule that reads a scope attribute fails here and has to make the + // schema decision deliberately. + let scope_reads = scan(".scope_attr(\""); + assert!( + scope_reads.is_empty(), + "ai_vendors.rs now reads scope attributes by value ({scope_reads:?}), which the \ + vendored fixture cannot represent — its line schema carries no `scope_attrs` \ + field. Extend trace-capture's line schema and bump `format_version` (see \ + fixtures/classification/README.md) before shipping the rule." + ); + + let manifest = fixture_json("manifest.json"); + let declared: BTreeSet = manifest["dedup"]["value_sensitive_keys"] + .as_array() + .expect( + "manifest.dedup.value_sensitive_keys — re-vendor from a trace-capture that emits it", + ) + .iter() + .map(|key| key.as_str().expect("key is a string").to_string()) + .collect(); + let missing: Vec<&str> = read_by_value + .iter() + .copied() + .filter(|key| !declared.contains(*key)) + .collect(); + assert!( + missing.is_empty(), + "these keys are compared by value in ai_vendors.rs but are not part of the \ + fixture's dedup signature: {missing:?}\nAdd them to MAPLE_VALUE_READ_KEYS \ + (accessor reads) or MAPLE_SESSION_CANDIDATE_KEYS (session candidates) in \ + trace-capture's scripts/generate-classification-fixture.ts, regenerate and \ + re-vendor. Until then the weighted FP numbers and the session-state rows of \ + FIXTURE_VENDOR_HISTOGRAM may be wrong by a collapsed group's weight — \ + silently, and in either direction." + ); +} + +// --------------------------------------------------------------------------- +// per-capture goldens (plan §6.1) +// --------------------------------------------------------------------------- + +/// Every hand-reviewed per-capture expectation reproduces through the real +/// classification pipeline. Mirrors the corpus test's identities: +/// +/// * vendor span count = `vendor_span_counts[] + harness_matched` — the +/// seed separates harness-emitted spans from the framework's own, the registry +/// has no harness concept, so registry-classified spans for the vendor cover +/// both buckets. +/// * `key_state_histogram` is the seed's per-vendor view of EVERY span in the +/// capture regardless of which vendor classified it, reproduced through +/// `evaluate_session_for_vendor`. +/// * `unsessioned_traces` is trace-level; the fixture strips trace ids, so it is +/// not replayable here (the TRACE_CAPTURE_DIR corpus test still asserts it). +/// +/// Expectations already speak maple's vendor set (the D2 `langgraph` → +/// `langchain` rename is applied at generation and recorded as `renamed_from`), +/// so no slug mapping happens here. +#[test] +fn fixture_replay_matches_every_expectation() { + let expectations = fixture_json("expectations.json"); + let per_capture = expectations["per_capture"].as_array().expect("per_capture"); + assert!(per_capture.len() >= 40, "expected the full seed set"); + + let registry = registry(); + let mut failures = Vec::new(); + let mut algebra_unverified: BTreeSet = BTreeSet::new(); + println!( + "{:<34} {:<26} {:>7} {:>7} {:>6}", + "capture", "vendor", "spans", "golden", "ok" + ); + for entry in per_capture { + let capture = entry["capture"].as_str().expect("capture"); + // The marker DECLARES which fields the seed evaluator cannot reproduce + // (`{fields, why}`); everything else in a marked golden is verified over there + // like any other. So the set pinned below is per capture+FIELD, not per capture: + // a marker that grows a field is a golden losing its independent verifier, and + // that is the change worth catching, not the entry's existence. + if let Some(marker) = entry["v2_resolved"].as_object() { + let fields = marker["fields"] + .as_array() + .unwrap_or_else(|| panic!("{capture}: v2_resolved must carry fields[]")); + assert!( + marker["why"] + .as_str() + .is_some_and(|why| !why.trim().is_empty()), + "{capture}: v2_resolved must carry a why string" + ); + for field in fields { + let field = field.as_str().expect("v2_resolved field name"); + algebra_unverified.insert(format!("{capture}.{field}")); + } + } + let vendor_slug = entry["vendor"].as_str().expect("vendor"); + let vendor = registry + .vendor_id(vendor_slug) + .unwrap_or_else(|| panic!("registry has no vendor {vendor_slug}")); + let golden_total = number(&entry["total_spans"]); + let golden_vendor_spans = + number(&entry["vendor_span_counts"][vendor_slug]) + number(&entry["harness_matched"]); + let mut golden_histogram: BTreeMap = BTreeMap::new(); + for (state, count) in entry["key_state_histogram"] + .as_object() + .expect("key_state_histogram") + { + golden_histogram.insert(state.parse().expect("state"), number(count)); + } + + let mut total = 0usize; + let mut vendor_spans = 0usize; + let mut histogram: BTreeMap = BTreeMap::new(); + for line in lines_of(capture) { + total += line.weight; + let classified = line.classify(); + assert_eq!(classified.rules_version, registry.version()); + if classified.vendor_slug() == vendor_slug { + vendor_spans += line.weight; + } + let scope_spans = &line.request.resource_spans[0].scope_spans[0]; + let resource = ResourceContext::new(registry, line.resource_attrs()); + let scope = resource.scope(scope_spans.scope.as_ref(), &scope_spans.schema_url); + let span = line.span(); + let (state, _) = scope.evaluate_session_for_vendor( + vendor, + &span.name, + &span.attributes, + &span.events, + ); + *histogram.entry(state).or_default() += line.weight; + } + + let mut problems = Vec::new(); + if total != golden_total { + problems.push(format!("span count {total} != golden {golden_total}")); + } + if vendor_spans != golden_vendor_spans { + problems.push(format!( + "vendor spans {vendor_spans} != golden {golden_vendor_spans}" + )); + } + if histogram != golden_histogram { + problems.push(format!( + "key_state_histogram {histogram:?} != golden {golden_histogram:?}" + )); + } + println!( + "{:<34} {:<26} {:>7} {:>7} {:>6}", + capture, + vendor_slug, + vendor_spans, + golden_vendor_spans, + if problems.is_empty() { "PASS" } else { "FAIL" } + ); + if !problems.is_empty() { + failures.push(format!("{capture}: {}", problems.join("; "))); + } + } + assert!( + failures.is_empty(), + "expectation mismatches:\n{}", + failures.join("\n") + ); + + // Six golden FIELDS are marked `v2_resolved` in trace-capture: the shipped rule is + // outside `verify-seed.ts`'s algebra, so those numbers were predicted by hand. + // Naming them keeps the tautology visible — a number refreshed by running this very + // classifier over the capture would make the assertion "the classifier equals + // itself", recorded nowhere. New entries are legitimate but must be deliberate. + // + // "THIS replay is their only check" is true of four of the six, and the exceptions + // are named here because nothing else names them: + // * `pydantic_ai_agents.unsessioned_traces` is trace-level and this fixture strips + // trace ids, so only `ai_classifier_corpus_test.rs` asserts it — and that needs + // `TRACE_CAPTURE_DIR`, which no CI workflow sets (the corpus lives in the other + // repo). Local-only gate. + // * `pydantic_ai_agents.key_state_by_candidate` is not emitted into + // `expectations.json` at all. It has no automated asserter anywhere. + // Both sit on the P1 ruling (decided 2026-08-13); if it is ever revisited, + // start here. + println!( + "algebra-unverified golden fields (v2_resolved): {:?}", + algebra_unverified + ); + assert_eq!( + algebra_unverified, + BTreeSet::from([ + "llamaindex_agents.key_state_histogram".to_string(), + "llamaindex_user.key_state_histogram".to_string(), + "pydantic_ai_agents.key_state_by_candidate".to_string(), + "pydantic_ai_agents.key_state_histogram".to_string(), + "pydantic_ai_agents.unsessioned_traces".to_string(), + "spring_ai_agents.vendor_span_counts".to_string(), + ]), + "the set of golden FIELDS with no independent verifier changed — a field \ + joining this set is a golden losing its seed-side check" + ); +} + +// --------------------------------------------------------------------------- +// whole-fixture vendor histogram (plan §6.1) +// --------------------------------------------------------------------------- + +/// The per-capture goldens above assert only the *entry* vendor's span count, so +/// a span moving between two non-entry vendors — or a vendor that is the entry +/// vendor of no capture going completely dead — is invisible to them. +/// `openinference-openai` is exactly that case: it is the synthesized vendor for +/// a shared instrumentor scope, so no seed names it, yet it claims corpus spans +/// inside six captures. +/// +/// This is the whole-fixture weighted verdict distribution, exact-equality like +/// the FP ceilings and a ratchet in both directions: any rules change that moves +/// a span between two verdicts fails here and gets reviewed. `None` (non-AI) is +/// the residual and is asserted as its own row (`/0`) so the totals close. +/// +/// Rows are keyed `slug/session_key_state`, not `slug` alone. Keyed on the slug, the +/// table gated *detection* for non-entry vendors but not their session authority: +/// setting `openinference-openai`'s authority to `|_| false` moved its 23 spans from +/// three states to two and every assertion here stayed green. The state suffix costs +/// ~15 more rows and closes the class rather than that one instance. +#[test] +fn fixture_vendor_histogram_is_exactly_the_golden_distribution() { + let mut histogram: BTreeMap = BTreeMap::new(); + for line in fixture() { + let classified = line.classify(); + let slug = match classified.vendor { + Some(_) => classified.vendor_slug(), + None => "", + }; + *histogram + .entry(format!("{slug}/{}", classified.session_state)) + .or_default() += line.weight; + } + let golden: BTreeMap = FIXTURE_VENDOR_HISTOGRAM + .iter() + .map(|(key, count)| ((*key).to_string(), *count)) + .collect(); + if histogram != golden { + let mut diff = Vec::new(); + let mut vendor_rows_moved = false; + let slugs: BTreeSet<_> = histogram.keys().chain(golden.keys()).collect(); + for slug in slugs { + let got = histogram.get(slug.as_str()).copied().unwrap_or(0); + let want = golden.get(slug.as_str()).copied().unwrap_or(0); + if got != want { + diff.push(format!(" {slug:<26} got {got:>6} golden {want:>6}")); + // `unknown:*` and the non-AI residue are where the two live captures' + // growth lands; a named vendor moving is not. + vendor_rows_moved |= !slug.starts_with('/') && !slug.starts_with("unknown:"); + } + } + // The two diagnoses need different actions, and telling a re-vendorer to + // "review every line" for what is really corpus drift is how a ratchet loses + // its meaning. + let diagnosis = if vendor_rows_moved { + "a VENDOR row moved: this is a rules change. Review every moved line and \ + update FIXTURE_VENDOR_HISTOGRAM in the same PR — including whether the FP \ + ceilings moved with it." + } else { + "only unknown-tier / non-AI rows moved: most likely live-capture drift \ + (openrouter and eve_slack are still recording). Re-vendor the fixture and \ + update the constants, noting the new span counts in the commit message. If \ + you did NOT re-vendor, this is a bucketing regression and needs review." + }; + panic!( + "the fixture's weighted vendor distribution moved — {diagnosis}\n{}", + diff.join("\n") + ); + } + let total: usize = histogram.values().sum(); + assert_eq!( + total, + fixture().iter().map(|line| line.weight).sum::(), + "every corpus span has exactly one verdict" + ); +} + +/// Weighted verdict counts over the whole vendored fixture. `""` is non-AI. +/// Sums to the corpus total. +/// +/// **Two captures are live** — openrouter AND eve_slack — so regenerating legitimately +/// moves `unknown:genai` (openrouter) and the non-AI residue `""` (both). A *vendor* row +/// moving is a rules change and needs the same review as an FP ceiling bump — with one +/// caveat the failure message repeats: eve_slack is an AI-SDK application, so its growth +/// CAN land in `vercel_ai_sdk`. If a pure re-vendor moves that row and nothing else, +/// that is drift wearing a rules change's clothes; the fix is freezing the negative sets +/// (standing owner decision), not ratcheting on faith. +/// +/// The two licensed rows carry 82% of the fixture's weight (`unknown:genai/1` 4,021 + +/// the non-AI residue `/0` 4,153, of 9,945), which is more slack than a ratchet should +/// have: a ~200-span bucketing regression landing in the same PR as a re-vendor reads as +/// drift. The FP test pins what this table cannot — openrouter's unknown-bucket *set* is +/// exactly `{unknown:genai}`, an assertion immune to live growth. +/// +/// Re-measured 2026-08-13 against the reverted corpus (9,945 spans; the two live captures +/// were rolled back to their committed state and the ingest URL moved at the origin, so +/// they stop growing) and the S11 narrowing of `vercel_ai_sdk`. Both moves are visible in +/// this table: the corpus revert took `unknown:genai/1` 5,153 → 3,968 and `/0` 4,170 → +/// 4,153, and the narrowing then moved 53 spans `vercel_ai_sdk/1` 280 → 227 into +/// `unknown:genai/1` 3,968 → 4,021. +const FIXTURE_VENDOR_HISTOGRAM: &[(&str, usize)] = &[ + ("/0", 4153), + ("agno/2", 26), + ("agno/6", 11), + ("claude_agent_sdk/6", 61), + ("crewai/3", 21), + ("dspy/3", 160), + ("effect_ai/1", 61), + ("flue/5", 38), + ("flue/6", 10), + ("google_adk/2", 40), + ("google_adk/6", 91), + ("haystack/1", 80), + ("langchain/3", 20), + ("langchain/6", 42), + ("litellm/2", 17), + ("litellm/4", 20), + ("llamaindex/5", 154), + ("mastra/5", 58), + ("mastra/6", 66), + ("microsoft_agent_framework/2", 40), + ("microsoft_agent_framework/3", 13), + ("openai_agents_sdk/3", 76), + // The synthesized vendor for the shared `openinference.instrumentation.openai` + // scope: the entry vendor of no capture, so this row is the only replay gate + // that notices if its detect goes dead — or, with the `/state` suffix, if its + // session authority does. + ("openinference-openai/3", 23), + ("pydantic_ai/5", 20), + ("pydantic_ai/6", 19), + ("semantic_kernel/1", 75), + ("smolagents/6", 130), + ("spring_ai/2", 81), + ("spring_ai/3", 5), + ("spring_ai/6", 8), + ("strands/3", 1), + ("strands/6", 57), + ("unknown:genai/1", 4021), + ("unknown:openinference/1", 2), + ("unknown:other/1", 18), + ("vercel_ai_sdk/1", 227), +]; + +// --------------------------------------------------------------------------- +// false-positive ceiling (plan §6.2) +// --------------------------------------------------------------------------- + +/// Over the vendor-negative populations, weighted so the numbers speak for the +/// full corpus. "Claimed" means a *specific* vendor — the `unknown:*` buckets +/// are the correct verdict for most of openrouter's traffic, not a false +/// positive. +#[test] +fn false_positive_ceiling_holds_on_the_negative_sets() { + let expectations = fixture_json("expectations.json"); + let mut visited: BTreeSet<&str> = BTreeSet::new(); + for entry in expectations["negative_sets"] + .as_array() + .expect("negative_sets") + { + if entry["fp_negative_set"] != serde_json::Value::Bool(true) { + continue; + } + let capture = entry["capture"].as_str().expect("capture"); + visited.insert(capture); + let mut claimed: BTreeMap<&'static str, usize> = BTreeMap::new(); + let mut unknown_buckets: BTreeSet<&'static str> = BTreeSet::new(); + let mut eve_turn = 0usize; + let mut eve_turn_unknown_other = 0usize; + for line in lines_of(capture) { + let classified = line.classify(); + let is_eve_turn = line.span().name == "ai.eve.turn"; + let Some(vendor) = classified.vendor else { + continue; + }; + if vendor.is_unknown_bucket() { + unknown_buckets.insert(classified.vendor_slug()); + if is_eve_turn && classified.vendor_slug() == "unknown:other" { + eve_turn_unknown_other += line.weight; + } + continue; + } + *claimed.entry(classified.vendor_slug()).or_default() += line.weight; + if is_eve_turn { + eve_turn += line.weight; + } + } + println!( + "{capture}: vendor-claimed {claimed:?} \ + (ai.eve.turn claimed: {eve_turn}, ai.eve.turn unknown:other: \ + {eve_turn_unknown_other})" + ); + // The whole-fixture histogram cannot pin openrouter's bucketing: its + // `unknown:genai` row is 46% of the fixture's weight and licensed to move with + // the live capture, so a few hundred spans landing in the wrong unknown bucket + // read as drift. The SET is immune to growth, needs no maintenance when the + // capture grows, and is exactly the claim the ratchet cannot make. + if capture == "openrouter" { + assert_eq!( + unknown_buckets, + BTreeSet::from(["unknown:genai"]), + "openrouter's unknown-tier bucketing moved. Every one of its spans \ + carries gen_ai.* and belongs in unknown:genai; a second bucket \ + appearing (or this one vanishing) is a bucketing regression, not \ + corpus drift — the capture growing cannot change this set" + ); + } + expected_claims(capture, &claimed, eve_turn, eve_turn_unknown_other); + } + // The loop is driven entirely by fixture data, so without this the test + // passes while asserting nothing — a regeneration that drops a capture or + // stops marking it `fp_negative_set` would silently delete the gate. + // openrouter in particular is the corpus' canonical vendor-negative trap. + assert_eq!( + visited, + BTreeSet::from(["eve_slack", "eve_slack_no_messages", "openrouter"]), + "the FP negative sets are a fixed set — a capture appearing or \ + disappearing here is a deliberate change, not a regeneration artifact" + ); +} + +/// The exact per-capture ceilings. Exact equality, not `<= N`: a rules change +/// that *reduces* a number below its constant is a ratchet — move the constant +/// down in the same PR — and one that raises it is a regression. +fn expected_claims( + capture: &str, + claimed: &BTreeMap<&'static str, usize>, + eve_turn: usize, + eve_turn_unknown_other: usize, +) { + match capture { + // openrouter is the canonical vendor-negative trap: 3,968 spans of + // legitimately unknown-tier AI traffic, the overwhelming majority of + // which carry the bare `span.type` key (values `span`/`generation`) that + // claude_agent_sdk's dialect clause reads — kept out structurally since + // phase-2 C2 (the clause is conjunctive with + // `service.name=claude-code`, on zero of these spans), not just by value + // disjointness. Phase 2 also aimed semantic_kernel's `FinishReason.` + // fallback and spring_ai's `gen_ai.system == "openai"` conjunct straight + // at this population; both stay out. No span may resolve to a specific + // vendor. + "openrouter" => { + assert_eq!( + *claimed, + BTreeMap::new(), + "openrouter must never classify as a specific vendor" + ); + } + // eve_slack genuinely contains Vercel AI SDK traffic (eve is built on + // it). Phase 2 replaced the unconditional `ai.` evidence with a + // scope-gated form, which eliminated 9 FALSE positives here: eve's own + // `ai.eve.turn` orchestration spans (scope `eve`, not an AI-SDK scope) + // were claimed by `vercel_ai_sdk` on the bare `ai.` prefix and now land + // `unknown:other`, asserted below so a regression in either direction + // (re-claiming them, or losing the unknown-tier reachability the X3 rule + // restored) is loud. + // + // The same phase-2 pass also briefly ADDED a `scope == "gen_ai"` clause + // that recovered 30 true positives here (92 -> 122). The owner removed it + // on 2026-08-13 (S11): the clause's only conjunct was a key OTel semconv + // requires on every GenAI span, so it reduced to "a tracer named `gen_ai` + // claims everything inside it" over customer-chosen data, and the corpus + // cannot witness that failure mode. The 30 spans are back in + // `unknown:genai` and this constant is back to 92 — narrow by choice. See + // `detect_vercel_ai_sdk`. + "eve_slack" => { + assert_eq!(eve_turn, EVE_TURN_FALSE_POSITIVES, "ai.eve.turn FPs"); + assert_eq!( + eve_turn_unknown_other, EVE_TURN_UNKNOWN_OTHER, + "ai.eve.turn spans must reach unknown:other (X3)" + ); + assert_eq!( + *claimed, + BTreeMap::from([("vercel_ai_sdk", 92)]), + "the scope-gated `ai.` clause and the two AI-SDK-invented markers; \ + the 30 default-config `chat` spans are unknown:genai by decision" + ); + } + // Same service re-recorded without message payloads: the same 9-strong + // `ai.eve.turn` false-positive population eliminated by the same predicate + // change, and the same 23 default-config `chat` spans given up with S11 + // (83 -> 60). + "eve_slack_no_messages" => { + assert_eq!(eve_turn, EVE_TURN_FALSE_POSITIVES, "ai.eve.turn FPs"); + assert_eq!( + eve_turn_unknown_other, EVE_TURN_UNKNOWN_OTHER, + "ai.eve.turn spans must reach unknown:other (X3)" + ); + assert_eq!( + *claimed, + BTreeMap::from([("vercel_ai_sdk", 60)]), + "same rule as eve_slack; the 23 default-config `chat` spans are \ + unknown:genai by decision" + ); + } + other => panic!("unexpected fp_negative_set capture {other} — add its ceiling here"), + } +} + +/// `ai.eve.turn` spans per eve capture misclassified as `vercel_ai_sdk`. Was 9 +/// in v1 (the bare `ai.` prefix); phase 2's scope gate ratcheted it to zero. +/// This is a floor as much as a ceiling — raising it needs a rule change and a +/// deliberate decision, not a constant bump. +const EVE_TURN_FALSE_POSITIVES: usize = 0; + +/// Where those 9 spans go instead: the `unknown:other` catch-all. Asserted +/// explicitly (vercel spec X3) because "no longer a false positive" has two very +/// different endings — correctly bucketed, or silently dropped out of the +/// unknown tier entirely. The unit-test half of X3 lives in `ai_classifier.rs` +/// (`an_unclaimed_ai_prefixed_span_reaches_unknown_other`). +const EVE_TURN_UNKNOWN_OTHER: usize = 9; + +// --------------------------------------------------------------------------- +// indexed vs direct differential (plan §6.3) +// --------------------------------------------------------------------------- + +/// The prefilter/candidate fast path agrees with naive evaluate-every-vendor +/// over every span in the fixture — the internal differential that catches an +/// optimization silently changing semantics, over real data. The direct path +/// reads the **raw, unprefiltered** attribute lists (session state included), +/// so this is also the net for declared-hint drift: a predicate or authority +/// function consulting a key its vendor did not declare diverges here. +#[test] +fn indexed_dispatch_agrees_with_direct_evaluation_over_the_fixture() { + let mut checked = 0usize; + for line in fixture() { + let scope_spans = &line.request.resource_spans[0].scope_spans[0]; + let resource = ResourceContext::new(registry(), line.resource_attrs()); + let scope = resource.scope(scope_spans.scope.as_ref(), &scope_spans.schema_url); + let span = line.span(); + + let indexed = scope.classify_span_full(&span.name, &span.attributes, &span.events); + let direct = scope.classify_span_unindexed(&span.name, &span.attributes, &span.events); + assert_eq!( + indexed.vendor, direct, + "{}: indexed vs direct disagree on {}", + line.capture, span.name + ); + let direct_state = match direct { + Some(vendor) => { + scope.evaluate_session_for_vendor_unindexed( + vendor, + &span.name, + &span.attributes, + &span.events, + ) + } + None => session_state::NOT_EXAMINED, + }; + assert_eq!( + indexed.session_state, direct_state, + "{}: session state diverged on {}", + line.capture, span.name + ); + checked += 1; + } + println!("{checked} fixture spans checked indexed vs direct"); + assert_eq!(checked, fixture().len()); +} + +// --------------------------------------------------------------------------- +// at most one vendor matches any span (plan v2 §1) +// --------------------------------------------------------------------------- + +/// The resolution rule's supporting invariant: at most one vendor's `detect` +/// fires on any span, so the [`crate::ai_vendors::VENDORS`] slice order is not +/// load-bearing on real wire data. Measured over the entire vendored fixture — +/// today the overlap count is exactly **zero**, so there is no allowlist: the +/// first fixture span two vendors both claim fails this test, and a human +/// decides the ordering deliberately (or fixes the rules) rather than shipping +/// an accidental winner. The `TRACE_CAPTURE_DIR` corpus test asserts the same +/// over the full corpus. +/// +/// The adversarial fixture (`ai_adversarial_fixtures.rs`) is +/// deliberately NOT under this invariant: its `cross_vendor/*` and +/// `oversized/spilled_registry_keys` spans construct multi-vendor evidence to +/// pin the resolution order itself. +#[test] +fn at_most_one_vendor_matches_any_fixture_span() { + let mut overlaps = Vec::new(); + for line in fixture() { + let scope_spans = &line.request.resource_spans[0].scope_spans[0]; + let resource = ResourceContext::new(registry(), line.resource_attrs()); + let scope = resource.scope(scope_spans.scope.as_ref(), &scope_spans.schema_url); + let span = line.span(); + let firing = scope.firing_vendors(&span.name, &span.attributes, &span.events); + if firing.len() > 1 { + overlaps.push(format!( + "{}: span {:?} fires {firing:?}", + line.capture, span.name + )); + } + } + assert!( + overlaps.is_empty(), + "vendor detects overlap on fixture spans — decide the resolution order \ + deliberately (see VENDORS' doc comment) instead of shipping an accidental \ + winner:\n{}", + overlaps.join("\n") + ); +} diff --git a/apps/ingest/src/ai_classifier.rs b/apps/ingest/src/ai_classifier.rs new file mode 100644 index 000000000..6b953ca27 --- /dev/null +++ b/apps/ingest/src/ai_classifier.rs @@ -0,0 +1,1952 @@ +//! Per-span AI classification: vendor, session-key state, session-key hash. +//! +//! Pure functions over decoded OTLP. No I/O, no clock, no cross-span state — the +//! write-side plan's first design constraint is that a span's classification depends +//! on nothing but that span, its scope and its resource, because root spans arrive +//! last in 18/19 multi-batch corpus traces. +//! +//! # Shape +//! +//! ```text +//! ResourceContext::new(registry, resource.attributes) // once per ResourceSpans +//! └─ .scope(scope, schema_url) // once per ScopeSpans +//! └─ .classify_span(span.name, span.attributes) // per span +//! ``` +//! +//! The two hoisted levels do all the work that is constant across a scope: they +//! build the resource/scope attribute views once and evaluate every vendor's +//! `detect` against the scope-level evidence alone, leaving a per-span pass that +//! touches the span's own attributes once. +//! +//! # Evaluation semantics (write-side plan v2 §1–§2) +//! +//! The rules are plain Rust predicates in [`crate::ai_vendors`]: each vendor is a +//! `detect: fn(&SpanCtx) -> bool` plus session-key candidates whose `authority` is +//! likewise a function. Resolution is **ordered first-match**: vendors are evaluated +//! in [`crate::ai_vendors::VENDORS`] slice order, the first match wins, and the +//! unknown tier ([`crate::ai_vendors::UNKNOWN_TIER`], its own internal order) is +//! evaluated only when no vendor matched. The v1 priority ladder, sufficiency flags +//! and conditional-promotion bitmasks are gone; the negative behavior sufficiency +//! encoded ("a generic scope alone must not classify") lives inside each vendor's +//! own predicate as a conjunction, and the corpus replay in +//! `ai_classification_fixture_test.rs` is the acceptance gate. +//! +//! Invariants the [`SpanCtx`] accessors carry by construction: +//! +//! * **Canonical stringification** happens before matching, via the row writer's +//! `any_value_string` — [`SpanCtx::attr`] and friends return the canonical string, +//! so protobuf and OTLP/JSON transports classify identically. +//! * **Duplicate attribute keys: first occurrence wins**, and on the fast path only +//! among registry-declared keys. The prefilter is what identifies them; keys no +//! rule consults are never hashed, which is what keeps the budget. +//! * **Lookup is list-directed.** A predicate says *where* it reads by which +//! accessor it calls — [`SpanCtx::attr`] reads the span's own attributes, +//! [`SpanCtx::resource`] the resource's, [`SpanCtx::scope_attr`] the scope's, and +//! [`SpanCtx::scope_name`]/[`SpanCtx::span_name`] the columns. There is no +//! fallback chain, no class table and no pseudo-key exemption list — the v1 +//! near-miss this design closes (`langsmith.internal_provider` on the resource +//! satisfying langchain's attr-class prefix family) is inexpressible. +//! +//! # The fast path, and its safety net +//! +//! Per scope, [`ScopeContext`] evaluates every `detect` once against the +//! resource+scope evidence with an **empty span** — vendors that already match are +//! `decided` for every span under the scope. Per span, one pass over the attributes +//! through the generated prefilter yields the set of *candidate* detectors whose +//! declared hints the span touches (plus a span-name lookup for the vendors that +//! declare span names). **Fast exit**: no candidates and nothing scope-decided → +//! non-AI — the overwhelming majority of production spans, a single branch. +//! Otherwise the few candidate predicates run in slice order. +//! +//! Two structural requirements make this sound, and both are documented on +//! [`crate::ai_vendors::VendorDef`]: +//! +//! * `detect` must be **monotone in span evidence** (true on scope evidence alone ⇒ +//! true for every span). Every predicate is, after phase 2 as before it: they are +//! ORs of positive tests, and the phase-2 conjunctions only narrow a disjunct. +//! The two negations phase 2 introduced are safe by construction — crewai negates +//! SCOPE evidence (constant across the hoist) and flue negates a span attribute +//! inside a session-candidate `authority`, which is never hoisted. A `detect` +//! negating *span* evidence would need a per-vendor opt-out from the shortcut; +//! none exists because none is needed (deferred 2026-08-13, see +//! [`crate::ai_vendors::VendorDef`]). +//! * The declared `keys`/`prefixes` hints must cover everything the predicates +//! consult. A predicate reading an undeclared key sees "absent" on the fast path; +//! the **indexed-vs-direct differential** (this module's tests and the fixture +//! replay) evaluates every vendor over the raw, unprefiltered attribute lists and +//! turns exactly that drift into a test failure over real data. +//! +//! The row writer (`telemetry::encode_traces`) calls this per span and stamps the +//! outputs onto the `Ai*` columns. + +use std::borrow::Cow; + +use opentelemetry_proto::tonic::common::v1::{InstrumentationScope, KeyValue}; +use opentelemetry_proto::tonic::trace::v1::span::Event; + +use crate::ai_registry::{ + canonical_value, registry, unknown_rule_bit, KeyId, Registry, SessionCandidate, VendorId, +}; +use crate::ai_vendors::{UNKNOWN_TIER, VENDORS}; +use crate::cityhash102::city_hash64; + +/// `AiSessionKeyState`. Values are frozen at v1 and append-only: the rollup MV +/// persists threshold comparisons over them (`state >= 3` is the eligibility +/// contract), so renumbering would silently rewrite history. +pub mod session_state { + /// Not examined, or examined and not AI. + pub const NOT_EXAMINED: u8 = 0; + /// Vendor has no session-key rules (includes every `unknown:*` bucket). + pub const NO_RULES: u8 = 1; + /// Span is not session-authoritative. + pub const NOT_AUTHORITATIVE: u8 = 2; + /// Authoritative, key absent. + pub const KEY_ABSENT: u8 = 3; + /// Key present but failed validation (empty or a decoy value). + pub const KEY_INVALID: u8 = 4; + /// Resolved at `run`/`instance`/`user` granularity. + pub const SUB_SESSION: u8 = 5; + /// Resolved at `session` granularity. + pub const SESSION: u8 = 6; +} + +/// The per-span output. `rules_version` is stamped on **every** examined span, +/// including non-AI ones: `AiRulesVersion != 0 AND AiVendor = ''` is what makes +/// "definitively classified non-AI" distinguishable from "pre-rollout row". +#[derive(Clone, Debug, PartialEq, Eq)] +pub struct SpanClassification<'a> { + pub vendor: Option, + pub session_state: u8, + /// The raw winning session-key value, for states 5 and 6 only. Never stored — + /// hash it with [`SpanClassification::session_key_hash`]. + pub session_key: Option>, + pub rules_version: u32, +} + +impl SpanClassification<'_> { + /// `cityHash64(value)`, or 0 when no key resolved. + /// + /// The hash is a storage format, not a confidentiality boundary: the value it + /// digests came out of `SpanAttributes` and stays there in the clear on the same + /// row, so anything that can read `AiSessionKeyHash` can read the source value + /// beside it. What hashing buys is physical — 8 fixed bytes on a per-span column, + /// and a numeric input to `uniqCombined` in `service_ai_vendors_hourly`. + /// + /// 64 bits is matched to that consumer. At ~1M distinct sessions in an org the + /// birthday collision probability is ~1e-8, six orders of magnitude under the + /// ~1.6% standard error of the `uniqCombined(12)` sketch that consumes it. + pub fn session_key_hash(&self) -> u64 { + match &self.session_key { + Some(value) => city_hash64(value.as_bytes()), + None => 0, + } + } + + /// Vendor slug for the row column: `''` for non-AI. `'static` because the + /// registry is: the slug set is closed and outlives every span. + pub fn vendor_slug(&self) -> &'static str { + match self.vendor { + Some(id) => registry().vendor_slug(id), + None => "", + } + } +} + +// --------------------------------------------------------------------------- +// attribute views +// --------------------------------------------------------------------------- + +/// How many registry-referenced attributes one attribute list holds before the +/// view spills to the heap. The corpus p99 is 3; the fattest hand-built AI span +/// in the bench carries 6. +const INLINE_ATTRS: usize = 8; + +/// 64-bit words backing [`AttrView::key_bits`]. Sized from +/// [`crate::ai_registry::MAX_KEYS`], which the registry validates at load. +const KEY_BITS_WORDS: usize = crate::ai_registry::MAX_KEYS / 64; + +/// Registry-referenced attribute values of one attribute list, first-occurrence-wins, +/// plus which registry key-prefixes its keys satisfy. +/// +/// A flat `(KeyId, value)` list, **not** a `registry.keys().len()`-wide slot +/// array. The slot array was O(1) to read but cost a 116-slot zeroing +/// allocation on every span that carried a single registry key — one malloc and +/// ~3.7 KiB of memset for typically three useful entries. Lookups are a linear +/// scan over `len` instead, which for a handful of entries is a cache line, not +/// a branch-predictor problem. +struct AttrView<'a> { + inline: [Option<(KeyId, Cow<'a, str>)>; INLINE_ATTRS], + inline_len: usize, + /// Only allocated by spans carrying more than `INLINE_ATTRS` registry keys. + spill: Vec<(KeyId, Cow<'a, str>)>, + /// Which `KeyId`s this view holds. Detection asks ~one question per + /// candidate predicate and almost every answer is "absent", so the miss has + /// to cost a bit test rather than a walk of the entry list. + key_bits: [u64; KEY_BITS_WORDS], + prefix_bits: u64, +} + +impl Default for AttrView<'_> { + fn default() -> Self { + Self { + inline: [const { None }; INLINE_ATTRS], + inline_len: 0, + spill: Vec::new(), + key_bits: [0; KEY_BITS_WORDS], + prefix_bits: 0, + } + } +} + +impl<'a> AttrView<'a> { + fn build(registry: &Registry, attributes: &'a [KeyValue]) -> Self { + let mut view = AttrView::default(); + for attribute in attributes { + let probe = registry.probe(&attribute.key); + view.prefix_bits |= probe.prefix_bits; + if let Some(key) = probe.key_id { + // First occurrence wins (plan §2), among registry keys only. + if view.get(key).is_some() { + continue; + } + view.push(key, canonical_value(attribute.value.as_ref())); + } + } + view + } + + fn push(&mut self, key: KeyId, value: Cow<'a, str>) { + self.key_bits[key as usize / 64] |= 1u64 << (key % 64); + if self.inline_len < INLINE_ATTRS { + self.inline[self.inline_len] = Some((key, value)); + self.inline_len += 1; + } else { + self.spill.push((key, value)); + } + } + + /// No entries at all — lets predicate probes skip even the key-interning + /// hash (the common case: empty span/scope views during hoisting, and + /// scope attribute lists, which are almost always empty). + #[inline] + fn is_empty(&self) -> bool { + self.inline_len == 0 + } + + #[inline] + fn holds(&self, key: KeyId) -> bool { + self.key_bits[key as usize / 64] & (1u64 << (key % 64)) != 0 + } + + fn get(&self, key: KeyId) -> Option<&str> { + self.slot(key).map(|(_, value)| &**value) + } + + /// Like [`AttrView::get`], but keeps the attribute list's lifetime rather + /// than the view's — session-key values outlive the borrow of the view. + fn get_cow(&self, key: KeyId) -> Option> { + self.slot(key).map(|(_, value)| value.clone()) + } + + fn slot(&self, key: KeyId) -> Option<&(KeyId, Cow<'a, str>)> { + if !self.holds(key) { + return None; + } + self.slots().find(|(id, _)| *id == key) + } + + fn slots(&self) -> impl Iterator)> + '_ { + self.inline[..self.inline_len] + .iter() + .flatten() + .chain(self.spill.iter()) + } + + /// The view's entries in insertion order. + fn entries(&self) -> impl Iterator + '_ { + self.slots().map(|(key, value)| (*key, &**value)) + } +} + +/// The reference view: every attribute of one list, canonicalized, in wire +/// order, with **no prefilter** — the raw list a predicate would see if the +/// fast-path machinery did not exist. Lookups take the first occurrence by +/// scanning, so first-occurrence-wins holds for every key, declared or not. +/// +/// Test-only: this is what makes the indexed-vs-direct differential a real +/// safety net for hint drift (a predicate consulting an undeclared key finds it +/// here and not in the [`AttrView`], and the divergence fails the test). +#[cfg(test)] +struct DirectAttrs<'a> { + entries: Vec<(&'a str, Cow<'a, str>)>, +} + +#[cfg(test)] +impl<'a> DirectAttrs<'a> { + fn build(attributes: &'a [KeyValue]) -> Self { + Self { + entries: attributes + .iter() + .map(|attribute| { + ( + attribute.key.as_str(), + canonical_value(attribute.value.as_ref()), + ) + }) + .collect(), + } + } + + fn get(&self, key: &str) -> Option<&str> { + self.entries + .iter() + .find(|(entry, _)| *entry == key) + .map(|(_, value)| &**value) + } + + fn get_cow(&self, key: &str) -> Option> { + self.entries + .iter() + .find(|(entry, _)| *entry == key) + .map(|(_, value)| value.clone()) + } + + fn any_prefix(&self, prefix: &str) -> bool { + self.entries.iter().any(|(key, _)| key.starts_with(prefix)) + } +} + +/// One attribute list as a predicate reads it: the indexed fast path or the +/// unprefiltered reference path. +enum Attrs<'a, 'v> { + Indexed(&'v AttrView<'a>), + #[cfg(test)] + Direct(&'v DirectAttrs<'a>), +} + +impl<'a> Attrs<'a, '_> { + // The `is_empty()` short circuits skip the key/prefix interning hash when + // the list holds nothing a rule could read — the common shape for scope + // attribute lists and for the empty span the hoist evaluates against. + + #[inline] + fn get(&self, registry: &Registry, key: &str) -> Option<&str> { + match self { + Attrs::Indexed(view) => { + if view.is_empty() { + return None; + } + registry.key_id(key).and_then(|id| view.get(id)) + } + #[cfg(test)] + Attrs::Direct(direct) => direct.get(key), + } + } + + #[inline] + fn holds(&self, registry: &Registry, key: &str) -> bool { + match self { + Attrs::Indexed(view) => { + !view.is_empty() && registry.key_id(key).is_some_and(|id| view.holds(id)) + } + #[cfg(test)] + Attrs::Direct(direct) => direct.get(key).is_some(), + } + } + + #[inline] + fn any_prefix(&self, registry: &Registry, prefix: &str) -> bool { + match self { + Attrs::Indexed(view) => { + view.prefix_bits != 0 + && registry + .prefix_id(prefix) + .is_some_and(|id| view.prefix_bits & (1u64 << id) != 0) + } + #[cfg(test)] + Attrs::Direct(direct) => direct.any_prefix(prefix), + } + } + + #[inline] + fn candidate_value(&self, candidate: &SessionCandidate) -> Option> { + match self { + Attrs::Indexed(view) => view.get_cow(candidate.key_id), + #[cfg(test)] + Attrs::Direct(direct) => direct.get_cow(candidate.key), + } + } +} + +// --------------------------------------------------------------------------- +// SpanCtx — what a predicate reads +// --------------------------------------------------------------------------- + +/// A span plus the scope/resource it hangs off — the unit every predicate reads. +/// +/// This is the rule-author API (write-side plan v2 §1): a vendor's `detect` and +/// its session candidates' `authority` functions receive a `&SpanCtx` and say +/// *where* they read by which accessor they call. Values are +/// canonical-stringified, duplicate keys are first-occurrence-wins, and there is +/// no fallback between the three attribute lists. +/// +/// On the fast path, `attr`/`resource`/`scope_attr` see only keys the vendor +/// tables **declare** (the prefilter drops the rest before they are ever +/// stored); the direct reference path behind the differential tests sees every +/// key. A predicate consulting an undeclared key therefore diverges between the +/// two, which is the designed failure mode for hint drift — loud, in CI, on +/// real data. +pub struct SpanCtx<'a, 'v> { + registry: &'static Registry, + scope_name: &'a str, + scope_version: &'a str, + scope_schema_url: &'a str, + span_name: &'a str, + resource: Attrs<'a, 'v>, + scope_attrs: Attrs<'a, 'v>, + span_attrs: Attrs<'a, 'v>, + events: &'a [Event], +} + +impl<'a> SpanCtx<'a, '_> { + /// The instrumentation scope name (`""` when the scope is absent). + #[inline] + pub fn scope_name(&self) -> &'a str { + self.scope_name + } + + /// The instrumentation scope version (`""` when absent). + #[inline] + pub fn scope_version(&self) -> &'a str { + self.scope_version + } + + /// The `ScopeSpans.schema_url`, falling back to the resource's. + #[inline] + pub fn scope_schema_url(&self) -> &'a str { + self.scope_schema_url + } + + /// The span's name. + #[inline] + pub fn span_name(&self) -> &'a str { + self.span_name + } + + /// The span's own attribute value for `key`, canonical-stringified, + /// first-occurrence-wins. Never falls back to the scope or the resource. + #[inline] + pub fn attr(&self, key: &str) -> Option<&str> { + self.span_attrs.get(self.registry, key) + } + + /// Whether the span's own attributes carry `key` (present-but-empty counts). + #[inline] + pub fn has_attr(&self, key: &str) -> bool { + self.span_attrs.holds(self.registry, key) + } + + /// Whether any of the span's own attribute keys starts with `prefix`. + #[inline] + pub fn any_attr_prefix(&self, prefix: &str) -> bool { + self.span_attrs.any_prefix(self.registry, prefix) + } + + /// The resource attribute value for `key`, canonical-stringified, + /// first-occurrence-wins. + #[inline] + pub fn resource(&self, key: &str) -> Option<&str> { + self.resource.get(self.registry, key) + } + + /// Whether the resource attributes carry `key`. + #[inline] + pub fn has_resource(&self, key: &str) -> bool { + self.resource.holds(self.registry, key) + } + + /// Whether any resource attribute key starts with `prefix`. + #[inline] + pub fn any_resource_prefix(&self, prefix: &str) -> bool { + self.resource.any_prefix(self.registry, prefix) + } + + /// The instrumentation-scope attribute value for `key`, + /// canonical-stringified, first-occurrence-wins. + #[inline] + pub fn scope_attr(&self, key: &str) -> Option<&str> { + self.scope_attrs.get(self.registry, key) + } + + /// The span's events: name plus a canonical-stringified attribute accessor. + /// + /// Event attribute keys feed the candidate dispatch through the same + /// declared `keys`/`prefixes` hints as span attributes (see + /// [`ScopeContext::classify_span_full`]), so an event-reading predicate — + /// llamaindex's `tags.llamaindex.` clause is the first — survives the fast + /// exit on spans whose only evidence is an event. Events themselves are + /// never prefiltered: both the indexed and the direct path read the raw + /// wire list through this accessor. + pub fn events(&self) -> impl Iterator> + '_ { + self.events.iter().map(|event| EventCtx { event }) + } + + fn candidate_value(&self, candidate: &SessionCandidate) -> Option> { + self.span_attrs.candidate_value(candidate) + } +} + +/// One span event, as a predicate reads it. +pub struct EventCtx<'a> { + event: &'a Event, +} + +impl<'a> EventCtx<'a> { + /// The event's attribute value for `key`, canonical-stringified, + /// first-occurrence-wins. + pub fn attr(&self, key: &str) -> Option> { + self.event + .attributes + .iter() + .find(|attribute| attribute.key == key) + .map(|attribute| canonical_value(attribute.value.as_ref())) + } + + /// Whether any of the event's attribute keys starts with `prefix`. Events + /// are never prefiltered — both the indexed and the direct path scan the + /// raw wire list — so this is a plain scan; the *candidate dispatch* is + /// what needs the prefix declared in the vendor's `prefixes` hints (see + /// [`ScopeContext::classify_span_full`]). + pub fn any_attr_prefix(&self, prefix: &str) -> bool { + self.event + .attributes + .iter() + .any(|attribute| attribute.key.starts_with(prefix)) + } +} + +// --------------------------------------------------------------------------- +// hoisted contexts +// --------------------------------------------------------------------------- + +/// Resolved once per `ResourceSpans`. +pub struct ResourceContext<'a> { + registry: &'static Registry, + attrs: AttrView<'a>, + raw: &'a [KeyValue], +} + +impl<'a> ResourceContext<'a> { + pub fn new(registry: &'static Registry, attributes: &'a [KeyValue]) -> Self { + Self { + registry, + attrs: AttrView::build(registry, attributes), + raw: attributes, + } + } + + /// Resolved once per `ScopeSpans`. `schema_url` is the `ScopeSpans.schema_url` + /// (falling back to the resource's, as the reference evaluator does). + pub fn scope<'r>( + &'r self, + scope: Option<&'a InstrumentationScope>, + schema_url: &'a str, + ) -> ScopeContext<'a, 'r> { + let scope_raw: &'a [KeyValue] = scope.map(|s| s.attributes.as_slice()).unwrap_or(&[]); + let mut context = ScopeContext { + registry: self.registry, + resource: &self.attrs, + resource_raw: self.raw, + scope_attrs: AttrView::build(self.registry, scope_raw), + scope_raw, + scope_name: scope.map(|s| s.name.as_str()).unwrap_or(""), + scope_version: scope.map(|s| s.version.as_str()).unwrap_or(""), + scope_schema_url: schema_url, + decided: 0, + }; + context.hoist(); + context + } +} + +pub struct ScopeContext<'a, 'r> { + registry: &'static Registry, + resource: &'r AttrView<'a>, + /// The raw wire list — read only by the direct (test-only) reference path. + #[cfg_attr(not(test), allow(dead_code))] + resource_raw: &'a [KeyValue], + scope_attrs: AttrView<'a>, + /// The raw wire list — read only by the direct (test-only) reference path. + #[cfg_attr(not(test), allow(dead_code))] + scope_raw: &'a [KeyValue], + scope_name: &'a str, + scope_version: &'a str, + scope_schema_url: &'a str, + /// Vendors whose `detect` already holds on resource+scope evidence alone + /// (evaluated once, against an empty span). Because detect is monotone in + /// span evidence (see the module docs), a decided vendor matches every span + /// of the scope — recomputing that per span is the cost hoisting avoids. + decided: u64, +} + +impl<'a, 'r> ScopeContext<'a, 'r> { + /// An indexed [`SpanCtx`] over this scope for one span's data. + fn span_ctx<'v>( + &'v self, + span_name: &'a str, + facts: &'v AttrView<'a>, + events: &'a [Event], + ) -> SpanCtx<'a, 'v> { + SpanCtx { + registry: self.registry, + scope_name: self.scope_name, + scope_version: self.scope_version, + scope_schema_url: self.scope_schema_url, + span_name, + resource: Attrs::Indexed(self.resource), + scope_attrs: Attrs::Indexed(&self.scope_attrs), + span_attrs: Attrs::Indexed(facts), + events, + } + } + + /// Evaluate every vendor once against the scope-level evidence alone. + fn hoist(&mut self) { + let empty = AttrView::default(); + let ctx = self.span_ctx("", &empty, &[]); + let mut decided = 0u64; + for def in VENDORS { + if (def.detect)(&ctx) { + decided |= 1u64 << def.id.index(); + } + } + self.decided = decided; + } + + /// Classify one span. `attributes` is the span's raw attribute list; duplicates + /// and unordered keys are fine. Use [`ScopeContext::classify_span_full`] where + /// the span's events are at hand — some rules read them. + pub fn classify_span( + &self, + span_name: &'a str, + attributes: &'a [KeyValue], + ) -> SpanClassification<'a> { + self.classify_span_full(span_name, attributes, &[]) + } + + /// [`ScopeContext::classify_span`] with the span's events. + pub fn classify_span_full( + &self, + span_name: &'a str, + attributes: &'a [KeyValue], + events: &'a [Event], + ) -> SpanClassification<'a> { + // One pass over the span's attributes through the prefilter: canonical + // values for declared keys, prefix bits, and (via the dispatch tables) + // the set of detectors this span's evidence could possibly satisfy. + let facts = AttrView::build(self.registry, attributes); + let mut candidates = self.decided; + for (key, _) in facts.entries() { + candidates |= self.registry.detectors_by_key(key); + } + let mut prefixes = facts.prefix_bits; + while prefixes != 0 { + let prefix = prefixes.trailing_zeros() as u8; + prefixes &= prefixes - 1; + candidates |= self.registry.detectors_by_prefix(prefix); + } + candidates |= self.registry.detectors_by_span_name(span_name); + // Event-attribute keys feed the same dispatch (the event hint the module + // docs' events accessor promised): a predicate reading span events via a + // declared key/prefix — llamaindex's `tags.llamaindex.` clause is the + // first — must survive the fast exit on spans whose ONLY evidence is an + // event (its scope-rewritten zero-attribute `*.run` population). Runs + // only when the span carries events at all. + for event in events { + for attribute in &event.attributes { + let probe = self.registry.probe(&attribute.key); + if let Some(key) = probe.key_id { + candidates |= self.registry.detectors_by_key(key); + } + let mut event_prefixes = probe.prefix_bits; + while event_prefixes != 0 { + let prefix = event_prefixes.trailing_zeros() as u8; + event_prefixes &= event_prefixes - 1; + candidates |= self.registry.detectors_by_prefix(prefix); + } + } + } + + // Fast exit (plan §2 step 3): no surviving evidence and nothing the + // scope decided → non-AI, one branch. + if candidates == 0 { + return SpanClassification { + vendor: None, + session_state: session_state::NOT_EXAMINED, + session_key: None, + rules_version: self.registry.version(), + }; + } + + let ctx = self.span_ctx(span_name, &facts, events); + + // Ordered first-match over the vendors; the unknown tier only in the + // `else` (plan v2 §1). A scope-decided vendor needs no re-evaluation. + let mut vendor = None; + for def in VENDORS { + let bit = 1u64 << def.id.index(); + if candidates & bit == 0 { + continue; + } + if self.decided & bit != 0 || (def.detect)(&ctx) { + vendor = Some(def.id); + break; + } + } + if vendor.is_none() { + for (index, rule) in UNKNOWN_TIER.iter().enumerate() { + if candidates & unknown_rule_bit(index) == 0 { + continue; + } + if (rule.detect)(&ctx) { + vendor = Some(rule.bucket); + break; + } + } + } + + let (session_state, session_key) = match vendor { + Some(vendor) => self.evaluate_session(vendor, &ctx), + None => (session_state::NOT_EXAMINED, None), + }; + SpanClassification { + vendor, + session_state, + session_key, + rules_version: self.registry.version(), + } + } + + /// Session-key evaluation for a vendor: all candidates, reduced by `max`. + /// + /// Public because it is also the per-vendor state the corpus goldens are + /// expressed in (they report the state of *every* span under one vendor's + /// candidates, independent of which vendor classified it). Takes the span's + /// events because candidates may fall back to an event-borne value + /// (`SessionCandidate::event_key` — llamaindex's run_id). + pub fn evaluate_session_for_vendor( + &self, + vendor: VendorId, + span_name: &'a str, + attributes: &'a [KeyValue], + events: &'a [Event], + ) -> (u8, Option>) { + let facts = AttrView::build(self.registry, attributes); + let ctx = self.span_ctx(span_name, &facts, events); + self.evaluate_session(vendor, &ctx) + } + + fn evaluate_session( + &self, + vendor: VendorId, + ctx: &SpanCtx<'a, '_>, + ) -> (u8, Option>) { + let entry = self.registry.vendor(vendor); + if entry.candidates().is_empty() { + return (session_state::NO_RULES, None); + } + let mut best_state = 0u8; + let mut best_key: Option> = None; + for candidate in entry.candidates() { + let (state, value) = candidate_state(entry, candidate, ctx); + // Strictly greater: ties keep the earlier candidate's hash (plan §1). + if state > best_state { + best_state = state; + best_key = if state >= session_state::SUB_SESSION { + value + } else { + None + }; + } + } + (best_state, best_key) + } +} + +fn candidate_state<'a>( + vendor: &crate::ai_registry::Vendor, + candidate: &SessionCandidate, + ctx: &SpanCtx<'a, '_>, +) -> (u8, Option>) { + if !(candidate.authority)(ctx) { + return (session_state::NOT_AUTHORITATIVE, None); + } + // Presence, not `!= ''`: present-but-empty must stay distinguishable from + // absent (it is state 4, not state 3). Candidate keys are span-local; a + // candidate with an `event_key` falls back to the span's OWN events when + // the attribute is absent — attr first, then the first event carrying the + // exact key (first-occurrence-wins, mirroring the duplicate-key rule). + // Validations below apply to either source identically. + let value = ctx.candidate_value(candidate).or_else(|| { + candidate + .event_key + .and_then(|key| ctx.events().find_map(|event| event.attr(key))) + }); + let Some(value) = value else { + return (session_state::KEY_ABSENT, None); + }; + if candidate.require_non_empty && value.is_empty() { + return (session_state::KEY_INVALID, None); + } + if candidate.reject_decoy_values && vendor.is_decoy_value(&value) { + return (session_state::KEY_INVALID, None); + } + // Value-conditional granularity (phase-2 P1) runs over the VALIDATED value + // only — states 3/4 are decided above, so the override moves a resolved + // span between 5 and 6, never in or out of resolution. + let granularity = match candidate.granularity_of_value { + Some(granularity_of_value) => granularity_of_value(&value), + None => candidate.granularity, + }; + (granularity.resolved_state(), Some(value)) +} + +// --------------------------------------------------------------------------- +// the direct reference path (tests only) +// --------------------------------------------------------------------------- + +#[cfg(test)] +impl<'a, 'r> ScopeContext<'a, 'r> { + /// A direct [`SpanCtx`]: every attribute list raw and unprefiltered, every + /// vendor evaluated with no hoisting, no candidate dispatch and no fast + /// exit. The reference the indexed path is checked against — and the net + /// that catches declared-hint drift (see the module docs). + fn with_direct_ctx( + &self, + span_name: &'a str, + attributes: &'a [KeyValue], + events: &'a [Event], + run: impl FnOnce(&SpanCtx<'a, '_>) -> T, + ) -> T { + let resource = DirectAttrs::build(self.resource_raw); + let scope_attrs = DirectAttrs::build(self.scope_raw); + let span_attrs = DirectAttrs::build(attributes); + let ctx = SpanCtx { + registry: self.registry, + scope_name: self.scope_name, + scope_version: self.scope_version, + scope_schema_url: self.scope_schema_url, + span_name, + resource: Attrs::Direct(&resource), + scope_attrs: Attrs::Direct(&scope_attrs), + span_attrs: Attrs::Direct(&span_attrs), + events, + }; + run(&ctx) + } + + /// Test-only reference resolver: evaluates **every** vendor's `detect` + /// directly over the raw attribute lists. Used to prove the fast path + /// agrees. + pub(crate) fn classify_span_unindexed( + &self, + span_name: &'a str, + attributes: &'a [KeyValue], + events: &'a [Event], + ) -> Option { + self.with_direct_ctx(span_name, attributes, events, |ctx| { + for def in VENDORS { + if (def.detect)(ctx) { + return Some(def.id); + } + } + for rule in UNKNOWN_TIER { + if (rule.detect)(ctx) { + return Some(rule.bucket); + } + } + None + }) + } + + /// Test-only reference session evaluation, over the raw attribute lists. + pub(crate) fn evaluate_session_for_vendor_unindexed( + &self, + vendor: VendorId, + span_name: &'a str, + attributes: &'a [KeyValue], + events: &'a [Event], + ) -> u8 { + self.with_direct_ctx(span_name, attributes, events, |ctx| { + let entry = self.registry.vendor(vendor); + if entry.candidates().is_empty() { + return session_state::NO_RULES; + } + entry + .candidates() + .iter() + .map(|candidate| candidate_state(entry, candidate, ctx).0) + .max() + .unwrap_or(0) + }) + } + + /// Every vendor whose `detect` fires on this span, in resolution order — + /// the at-most-one-vendor invariant's measurement (plan v2 §1). + pub(crate) fn firing_vendors( + &self, + span_name: &'a str, + attributes: &'a [KeyValue], + events: &'a [Event], + ) -> Vec<&'static str> { + self.with_direct_ctx(span_name, attributes, events, |ctx| { + VENDORS + .iter() + .filter(|def| (def.detect)(ctx)) + .map(|def| def.id.slug()) + .collect() + }) + } +} + +#[cfg(test)] +#[path = "ai_classifier_corpus_test.rs"] +mod corpus_test; + +#[cfg(test)] +#[path = "ai_classification_fixture_test.rs"] +mod fixture_test; + +#[cfg(test)] +mod tests { + use super::*; + use opentelemetry_proto::tonic::common::v1::{any_value, AnyValue}; + + pub(crate) fn kv(key: &str, value: &str) -> KeyValue { + KeyValue { + key: key.to_string(), + value: Some(AnyValue { + value: Some(any_value::Value::StringValue(value.to_string())), + }), + } + } + + fn int_kv(key: &str, value: i64) -> KeyValue { + KeyValue { + key: key.to_string(), + value: Some(AnyValue { + value: Some(any_value::Value::IntValue(value)), + }), + } + } + + fn scope(name: &str) -> InstrumentationScope { + InstrumentationScope { + name: name.to_string(), + ..Default::default() + } + } + + /// Classify one span standalone. Returns the vendor slug (`""` for non-AI) and + /// the session state. + fn classify( + resource: &[KeyValue], + scope_name: &str, + span_name: &str, + attributes: &[KeyValue], + ) -> (String, u8) { + let registry = registry(); + let resource_context = ResourceContext::new(registry, resource); + let scope = scope(scope_name); + let scope_context = resource_context.scope(Some(&scope), ""); + let result = scope_context.classify_span(span_name, attributes); + ( + result + .vendor + .map(|v| registry.vendor_slug(v).to_string()) + .unwrap_or_default(), + result.session_state, + ) + } + + // -- plan §2 correctness invariants ------------------------------------- + + /// "Spring's plain HTTP POST spans under org.springframework.boot → non-AI." + /// The Boot scope is generic evidence: spring_ai's predicate gates it on the + /// vendor's own attr evidence, so the scope alone contributes nothing. + #[test] + fn insufficient_scope_alone_is_not_ai() { + let (vendor, state) = classify( + &[kv("service.name", "spring-ai-trace-capture")], + "org.springframework.boot", + "POST", + &[ + kv("method", "POST"), + kv("uri", "/v1/chat/completions"), + kv("status", "200"), + kv("outcome", "SUCCESS"), + ], + ); + assert_eq!(vendor, ""); + assert_eq!(state, session_state::NOT_EXAMINED); + } + + /// "…its spring_ai chat_client spans → spring_ai." The `spring.ai.*` attr hit + /// is the same-vendor evidence that makes the Boot scope count. + #[test] + fn a_same_vendor_attr_hit_promotes_the_candidate() { + let (vendor, _) = classify( + &[kv("service.name", "spring-ai-trace-capture")], + "org.springframework.boot", + "chat_client", + &[ + kv("spring.ai.kind", "chat_client"), + kv("gen_ai.operation.name", "framework"), + ], + ); + assert_eq!(vendor, "spring_ai"); + } + + /// The negative direction of the promotion rule, stated on its own: an + /// insufficient *resource* match plus another vendor's attr hit must not make + /// the resource vendor win. + #[test] + fn an_insufficient_resource_candidate_does_not_swallow_another_instrumentor() { + // litellm's resource evidence is `present(model_id)`, gated on its own + // attr evidence inside its predicate. + let (vendor, _) = classify( + &[kv("service.name", "gateway"), kv("model_id", "gpt-4o-mini")], + "openinference.instrumentation.openai", + "ChatCompletion", + &[kv("openinference.span.kind", "LLM")], + ); + assert_eq!(vendor, "openinference-openai"); + } + + /// Mixed-vendor **process**: the corpus' crewai captures run the OpenInference + /// OpenAI instrumentor alongside crewai's own, and the two must resolve per span + /// (crewai_user is 12 crewai + 13 openinference-openai spans). + #[test] + fn mixed_vendor_process_yields_per_span_vendors() { + let registry = registry(); + let resource = [kv("service.name", "crewai-trace-capture")]; + let resource_context = ResourceContext::new(registry, &resource); + + let crewai_scope = scope("openinference.instrumentation.crewai"); + let crewai = resource_context.scope(Some(&crewai_scope), ""); + let task_attributes = [kv("task_key", "research")]; + let task = crewai.classify_span("Task._execute_core", &task_attributes); + assert_eq!(task.vendor_slug(), "crewai"); + + let openai_scope = scope("openinference.instrumentation.openai"); + let openai = resource_context.scope(Some(&openai_scope), ""); + let llm_attributes = [kv("openinference.span.kind", "LLM")]; + let llm = openai.classify_span("ChatCompletion", &llm_attributes); + assert_eq!(llm.vendor_slug(), "openinference-openai"); + } + + /// A **process-wide** resource fingerprint does apply to every span of the + /// process — mastra's is standalone evidence in its predicate *by + /// construction*: `@mastra/otel-exporter` mints its own resource per exported + /// span inside Mastra's converter, so a co-loaded instrumentor's spans carry the + /// NodeSDK resource instead and never reach this branch. Stated as a test + /// because the write-side plan's §1 prose uses mastra as its example of an + /// *insufficient* resource matcher; the wire-verified seed overrode that. + #[test] + fn a_sufficient_resource_matcher_applies_process_wide() { + let registry = registry(); + let resource = [ + kv("service.name", "mastra-app"), + kv("telemetry.sdk.name", "@mastra/otel-exporter"), + ]; + let resource_context = ResourceContext::new(registry, &resource); + let mastra_scope = scope("@mastra/otel-exporter"); + let mastra = resource_context.scope(Some(&mastra_scope), ""); + let attributes = [kv("mastra.span.type", "agent_run")]; + assert_eq!( + mastra + .classify_span("agent.generate", &attributes) + .vendor_slug(), + "mastra" + ); + } + + /// Classify one span with attributes on all three levels. + fn classify_layered( + resource: &[KeyValue], + scope_name: &str, + scope_attributes: Vec, + span_name: &str, + attributes: &[KeyValue], + ) -> (String, u8) { + let registry = registry(); + let resource_context = ResourceContext::new(registry, resource); + let scope = InstrumentationScope { + name: scope_name.to_string(), + attributes: scope_attributes, + ..Default::default() + }; + let scope_context = resource_context.scope(Some(&scope), ""); + let result = scope_context.classify_span(span_name, attributes); + ( + result + .vendor + .map(|v| registry.vendor_slug(v).to_string()) + .unwrap_or_default(), + result.session_state, + ) + } + + // -- list-directed lookup ------------------------------------------------ + + /// A predicate reads exactly the attribute list its accessor names. Every case + /// here carries a rule key somewhere its predicate does not look, and must + /// classify non-AI. + #[test] + fn a_registry_key_outside_its_matchers_class_does_not_fire() { + // mastra's resource fingerprint, carried as a span attribute. + assert_eq!( + classify_layered( + &[kv("service.name", "app")], + "com.example.app", + vec![], + "agent.generate", + &[kv("telemetry.sdk.name", "@mastra/otel-exporter")], + ) + .0, + "" + ); + // agno's span-attr `agno.` family, carried on the resource. + assert_eq!( + classify_layered( + &[kv("service.name", "app"), kv("agno.run.id", "r-1")], + "com.example.app", + vec![], + "op", + &[kv("http.route", "/x")], + ) + .0, + "" + ); + // spring_ai's span-attr `gen_ai.system` equality, carried on the scope. + assert_eq!( + classify_layered( + &[], + "com.example.app", + vec![kv("gen_ai.system", "spring_ai")], + "op", + &[kv("http.route", "/x")], + ) + .0, + "" + ); + // Unknown-tier fingerprints are span-local too, on either other list. + assert_eq!( + classify_layered( + &[kv("gen_ai.operation.name", "chat")], + "com.example.app", + vec![], + "op", + &[kv("http.route", "/x")], + ) + .0, + "" + ); + assert_eq!( + classify_layered( + &[], + "com.example.app", + vec![kv("openinference.span.kind", "LLM")], + "op", + &[kv("http.route", "/x")], + ) + .0, + "" + ); + } + + /// The other direction: a resource-read predicate is decided by the resource + /// alone, so a span attribute of the same name can no longer veto it. + #[test] + fn a_span_attribute_cannot_veto_a_resource_class_match() { + let (vendor, _) = classify_layered( + &[ + kv("service.name", "app"), + kv("telemetry.sdk.name", "@mastra/otel-exporter"), + ], + "com.example.app", + vec![], + "agent.generate", + &[kv("telemetry.sdk.name", "@opentelemetry/sdk-node")], + ); + assert_eq!(vendor, "mastra"); + } + + /// llamaindex's scope-rewritten degradation shape (phase-2 LL1/LL2): a span + /// with ZERO attributes under a foreign scope whose only evidence is a + /// `workflow.output` event carrying `tags.llamaindex.run_id`. The + /// event-attribute candidate dispatch must carry it past the fast exit to + /// the vendor predicate, and the session candidate must resolve state 5 + /// from the event-borne value — no corpus capture exercises the rewritten + /// scope, so this test is the guard the llamaindex spec requires. + #[test] + fn an_event_only_span_classifies_and_session_keys_through_event_dispatch() { + let registry = registry(); + let resource = [kv("service.name", "app")]; + let resource_context = ResourceContext::new(registry, &resource); + let rewritten = scope("some.collector.rewritten.scope"); + let scope_context = resource_context.scope(Some(&rewritten), ""); + let events = [Event { + name: "workflow.output".to_string(), + attributes: vec![kv("tags.llamaindex.run_id", "TDQDONF2TE")], + ..Default::default() + }]; + let classified = scope_context.classify_span_full("FunctionAgent.run", &[], &events); + assert_eq!(classified.vendor_slug(), "llamaindex"); + assert_eq!(classified.session_state, session_state::SUB_SESSION); + assert_eq!(classified.session_key.as_deref(), Some("TDQDONF2TE")); + + // The span attribute wins over the event value when both are present. + let attributes = [kv("llamaindex.run_id", "ATTRFIRST1")]; + let both = scope_context.classify_span_full("FunctionAgent.run", &attributes, &events); + assert_eq!(both.session_key.as_deref(), Some("ATTRFIRST1")); + } + + /// haystack's content-off population (phase-2 X2/D-3): a span with ZERO + /// attributes under an app-chosen scope, carrying only a library-constant + /// name. The span-name candidate dispatch must carry it past the fast exit + /// to the vendor predicate — no corpus capture exercises this shape, so + /// this test is the guard the haystack spec requires. + #[test] + fn a_zero_attribute_span_classifies_through_span_name_dispatch() { + let (vendor, state) = classify( + &[kv("service.name", "app")], + "trace-capture.haystack", + "haystack.agent.step.llm", + &[], + ); + assert_eq!(vendor, "haystack"); + assert_eq!(state, session_state::NO_RULES); + } + + /// Column accessors stay list-free: `span_name()`/`scope_name()` read the + /// columns, never an attribute map entry. effect_ai's predicate keys on the + /// span name and must keep firing — the one way a lookup regression could + /// silently delete a vendor. + #[test] + fn pseudo_keys_resolve_for_every_matcher_class() { + let (vendor, _) = classify(&[], "com.example.app", "LanguageModel.generateText", &[]); + assert_eq!(vendor, "effect_ai"); + // …and the scope-name column still decides scope predicates with no + // scope attributes present at all. + let (scoped, _) = classify(&[], "gcp.vertex.agent", "invocation", &[]); + assert_eq!(scoped, "google_adk"); + } + + /// Session candidates and their authority predicates are span-local: the key must + /// be on the span, not inherited from the scope or the resource. + #[test] + fn session_candidates_read_only_the_spans_own_attributes() { + // The key on the resource: authoritative, but the key is absent (state 3). + let (vendor, resource_key) = classify_layered( + &[kv("service.name", "app"), kv("session.id", "sess-res")], + "com.anthropic.claude_code", + vec![], + "claude_code.interaction", + &[kv("span.type", "interaction")], + ); + assert_eq!(vendor, "claude_agent_sdk"); + assert_eq!(resource_key, session_state::KEY_ABSENT); + + // The key on the scope: same. + let (_, scope_key) = classify_layered( + &[], + "com.anthropic.claude_code", + vec![kv("session.id", "sess-scope")], + "claude_code.interaction", + &[kv("span.type", "interaction")], + ); + assert_eq!(scope_key, session_state::KEY_ABSENT); + + // The *authority* predicate's key on the resource: the span is not + // authoritative, even though its own session key resolves. + let (_, authority) = classify_layered( + &[kv("span.type", "interaction")], + "com.anthropic.claude_code", + vec![], + "claude_code.interaction", + &[kv("session.id", "sess-auth")], + ); + assert_eq!(authority, session_state::NOT_AUTHORITATIVE); + + // All three on the span: resolved. + let (_, span_local) = classify( + &[], + "com.anthropic.claude_code", + "claude_code.interaction", + &[kv("span.type", "interaction"), kv("session.id", "sess-1")], + ); + assert_eq!(span_local, session_state::SESSION); + } + + /// F2, the hazard list-directed lookup exists to close. + /// + /// `langsmith.internal_provider` is langchain's resource-read key and also lies + /// inside langchain's span-attr `langsmith.` prefix family. Under a cross-list + /// fallback the resource attribute satisfied the span-attr family — so one + /// resource attribute classified every span in the process as langchain, plain + /// HTTP included and whatever the value. The resource evidence must contribute + /// nothing on its own. + #[test] + fn an_insufficient_resource_key_does_not_promote_itself_through_its_vendors_prefix_family() { + for value in ["false", "true"] { + let (vendor, state) = classify_layered( + &[ + kv("service.name", "lc"), + kv("langsmith.internal_provider", value), + ], + "@opentelemetry/instrumentation-http", + vec![], + "POST /v1/chat", + &[ + kv("http.request.method", "POST"), + kv("url.path", "/v1/chat"), + ], + ); + assert_eq!(vendor, "", "resource langsmith.internal_provider={value}"); + assert_eq!(state, session_state::NOT_EXAMINED); + } + + // Promotion still works through the proper channel: a genuine span-level + // `langsmith.*` attribute is langchain's own evidence. + let (promoted, _) = classify_layered( + &[ + kv("service.name", "lc"), + kv("langsmith.internal_provider", "true"), + ], + "@opentelemetry/instrumentation-http", + vec![], + "chain", + &[kv("langsmith.trace.name", "agent")], + ); + assert_eq!(promoted, "langchain"); + } + + #[test] + fn duplicate_attribute_keys_take_the_first_occurrence() { + // `gen_ai.system` is claimed by several vendors with different values; the + // first occurrence must decide, and the second must be invisible. + let (first, _) = classify( + &[], + "app.tracer", + "chat", + &[ + kv("gen_ai.system", "spring_ai"), + kv("gen_ai.system", "strands-agents"), + ], + ); + let (second, _) = classify( + &[], + "app.tracer", + "chat", + &[ + kv("gen_ai.system", "strands-agents"), + kv("gen_ai.system", "spring_ai"), + ], + ); + assert_eq!(first, "spring_ai"); + assert_eq!(second, "strands"); + } + + #[test] + fn unknown_tier_buckets_unmatched_fingerprints() { + for (attributes, expected) in [ + (vec![kv("gen_ai.operation.name", "chat")], "unknown:genai"), + ( + vec![kv("openinference.span.kind", "LLM")], + "unknown:openinference", + ), + (vec![kv("llm.model_name", "gpt-4o")], "unknown:other"), + (vec![kv("traceloop.workflow.name", "w")], "unknown:other"), + ] { + let (vendor, state) = classify(&[], "com.example.app", "call", &attributes); + assert_eq!(vendor, expected, "for {attributes:?}"); + assert_eq!(state, session_state::NO_RULES); + } + } + + /// Phase-2 X1 / decision D-4: the plan gates `input.value`/`output.value` on + /// co-occurrence with an OpenInference attribute, and v1 encoded that gate by + /// omitting the keys entirely (its algebra had no conjunction). The rule now + /// exists in [`crate::ai_vendors::UNKNOWN_TIER`]; the contract it has to keep is + /// unchanged for the standalone case — both keys are unnamespaced English and a + /// span carrying only them is not AI. + #[test] + fn generic_input_output_values_do_not_fire_on_their_own() { + let (standalone, _) = classify( + &[], + "com.example.app", + "handler", + &[kv("input.value", "{}"), kv("output.value", "{}")], + ); + assert_eq!(standalone, ""); + + let (co_occurring, _) = classify( + &[], + "com.example.app", + "handler", + &[ + kv("input.value", "{}"), + kv("openinference.span.kind", "CHAIN"), + ], + ); + assert_eq!(co_occurring, "unknown:openinference"); + } + + /// The half of X1 that v1 could not express at all: with the *other* + /// OpenInference spelling as co-evidence — the `llm.*` namespace its semconv + /// defines — an `input.value`/`output.value` span is OpenInference dialect and + /// must land in `unknown:openinference`, not the `unknown:other` catch-all the + /// bare `llm.` rule would give it. Ordering inside the tier is what buys this, + /// so this test is also the guard on that ordering. + #[test] + fn input_output_values_with_llm_namespace_bucket_as_openinference() { + let (with_llm, state) = classify( + &[], + "com.example.app", + "handler", + &[ + kv("output.value", "{\"text\":\"hi\"}"), + kv("llm.model_name", "gpt-4o"), + ], + ); + assert_eq!(with_llm, "unknown:openinference"); + assert_eq!(state, session_state::NO_RULES); + + // Without the generic-value key the same `llm.*` span stays `unknown:other`: + // the new rule must not swallow the bare namespace fingerprint. + let (llm_alone, _) = classify( + &[], + "com.example.app", + "handler", + &[kv("llm.model_name", "gpt-4o")], + ); + assert_eq!(llm_alone, "unknown:other"); + } + + /// Phase-2 X3 reachability: `unknown:other` was dead in v1 because + /// vercel_ai_sdk's bare `ai.` prefix outranked it on 100% of spans. With that + /// evidence scope-gated (V1), an `ai.*`-carrying span under a scope no vendor + /// claims has to reach the bucket — the corpus case is eve_slack's 9 + /// `ai.eve.turn` trace roots per capture, which is what the FP ratchet measures. + #[test] + fn an_unclaimed_ai_prefixed_span_reaches_unknown_other() { + let (vendor, state) = classify( + &[], + "eve", + "ai.eve.turn", + &[kv("ai.telemetry.functionId", "eve.turn")], + ); + assert_eq!(vendor, "unknown:other"); + assert_eq!(state, session_state::NO_RULES); + + // The same attribute under one of the AI SDK's own tracer scopes is the + // vendor's, not the bucket's — the conjunction, not the bucket, is the gate. + let (claimed, _) = classify( + &[], + "ai", + "ai.generateText", + &[kv("ai.telemetry.functionId", "eve.turn")], + ); + assert_eq!(claimed, "vercel_ai_sdk"); + } + + /// Phase-2 P2 (hardened): pydantic_ai's scope-loss fallback is the 3-way + /// logfire conjunction — the queue's 2-conjunct form + /// (logfire.json_schema && gen_ai.operation.name) must NOT fire on its own, + /// because logfire.* is the Logfire SDK's cross-vendor dialect and a future + /// Logfire first-party instrumentation adopting gen_ai semconv would + /// otherwise be claimed for pydantic. The third conjunct is + /// pydantic-unique co-evidence. + #[test] + fn pydantic_ai_logfire_fallback_requires_pydantic_unique_co_evidence() { + // Scope rewritten, full conjunction → pydantic_ai. + let (vendor, _) = classify( + &[], + "com.example.app", + "chat openai/gpt-4o-mini", + &[ + kv("logfire.json_schema", "{\"type\":\"object\"}"), + kv("gen_ai.operation.name", "chat"), + kv("operation.cost", "0.00013"), + ], + ); + assert_eq!(vendor, "pydantic_ai"); + + // The 2-conjunct form alone degrades to the unknown tier instead. + let (two_conjunct, _) = classify( + &[], + "com.example.app", + "chat", + &[ + kv("logfire.json_schema", "{\"type\":\"object\"}"), + kv("gen_ai.operation.name", "chat"), + ], + ); + assert_eq!(two_conjunct, "unknown:genai"); + } + + #[test] + fn a_vendor_hit_always_outranks_the_unknown_tier() { + // vercel's `ai.` attr family overlaps the `ai.*` unknown fingerprint. + let (vendor, _) = classify( + &[], + "ai", + "ai.generateText", + &[kv("ai.operationId", "ai.generateText")], + ); + assert_eq!(vendor, "vercel_ai_sdk"); + } + + // -- session-key states -------------------------------------------------- + + /// google_adk's two candidate populations are disjoint; `max` unions them + /// instead of letting the absent one cancel the present one. + #[test] + fn disjoint_candidate_populations_union_via_max() { + // Candidate 1 (gen_ai.conversation.id) is authoritative only on + // invoke_agent/generate_content spans; candidate 2 + // (gcp.vertex.agent.session_id) only where gen_ai.system says so. This span + // satisfies only the second: candidate 1 scores 2, candidate 2 scores 6, and + // `max` unions them instead of letting the unauthoritative one cancel. + let (vendor, state) = classify( + &[], + "gcp.vertex.agent", + "invocation", + &[ + kv("gen_ai.system", "gcp.vertex.agent"), + kv("gcp.vertex.agent.session_id", "s-1"), + ], + ); + assert_eq!(vendor, "google_adk"); + assert_eq!(state, session_state::SESSION); + + // The mirror image: only candidate 1 is authoritative here. + let (_, other_population) = classify( + &[], + "gcp.vertex.agent", + "invoke_agent weather", + &[ + kv("gen_ai.operation.name", "invoke_agent"), + kv("gen_ai.conversation.id", "c-9"), + ], + ); + assert_eq!(other_population, session_state::SESSION); + } + + /// flue: a non-authoritative span still resolves at instance granularity + /// (state 5) rather than being reported unauthoritative. + #[test] + fn a_non_authoritative_span_still_resolves_at_instance_granularity() { + let (vendor, state) = classify( + &[], + "@flue/opentelemetry", + "flue.tool", + &[ + kv("flue.operation.kind", "tool"), + kv("flue.instance.id", "inst-7"), + ], + ); + assert_eq!(vendor, "flue"); + assert_eq!(state, session_state::SUB_SESSION); + + let (_, authoritative) = classify( + &[], + "@flue/opentelemetry", + "flue.prompt", + &[ + kv("flue.operation.kind", "prompt"), + kv("gen_ai.conversation.id", "conv-3"), + kv("flue.instance.id", "inst-7"), + ], + ); + assert_eq!(authoritative, session_state::SESSION); + } + + /// pydantic_ai's `gen_ai.conversation.id` is always present and often per-run. + /// + /// The write-side plan predicted this would be capped at state 5. The seed + /// overrode that with an explicit, documented trade-off: it labels the key + /// `session` granularity because a correctly-configured deployment + /// (`conversation_id=` passed, or `message_history` threaded) produces a genuine + /// cross-run session, and labelling it `run` would drive those deployments to + /// state 5 and 8/8 unsessioned traces. The cost — a default-configured app + /// reports one session per run and maple cannot tell the two apart span-locally + /// — is recorded in the seed's caveats. This test pins the *registry's* behavior. + #[test] + fn pydantic_ai_conversation_id_resolves_at_session_granularity() { + let (vendor, state) = classify( + &[], + "pydantic-ai", + "agent run", + &[ + kv("gen_ai.operation.name", "invoke_agent"), + kv("gen_ai.conversation.id", "run-1"), + kv("pydantic_ai.all_messages", "[]"), + ], + ); + assert_eq!(vendor, "pydantic_ai"); + assert_eq!(state, session_state::SESSION); + + // Its run-granularity sibling on its own tops out at 5. + let (_, run_only) = classify( + &[], + "pydantic-ai", + "agent run", + &[ + kv("gen_ai.operation.name", "invoke_agent"), + kv("gen_ai.agent.call.id", "call-1"), + ], + ); + assert_eq!(run_only, session_state::SUB_SESSION); + } + + /// Phase-2 P1 (owner ruling, decided 2026-08-13): a strict-UUIDv7-shaped + /// `gen_ai.conversation.id` is pydantic's own auto-minted per-run default + /// (`str(uuid7())`) wearing a session key, so it resolves at run granularity + /// (state 5) — while the hash still comes from the conversation id (the + /// demoted candidate ties with the run-id candidate at 5 and candidate + /// order keeps the earlier one), so joins are unaffected by the demotion. + #[test] + fn pydantic_ai_uuidv7_conversation_id_demotes_to_run_granularity() { + let uuid7 = "01890a5d-ac96-774b-bcce-b302099a8057"; + let attrs = [ + kv("gen_ai.operation.name", "invoke_agent"), + kv("gen_ai.conversation.id", uuid7), + kv("gen_ai.agent.call.id", "call-1"), + ]; + let registry = registry(); + let resource_context = ResourceContext::new(registry, &[]); + let scope = scope("pydantic-ai"); + let scope_context = resource_context.scope(Some(&scope), ""); + let result = scope_context.classify_span("agent run", &attrs); + assert_eq!(result.vendor_slug(), "pydantic_ai"); + assert_eq!(result.session_state, session_state::SUB_SESSION); + assert_eq!(result.session_key.as_deref(), Some(uuid7)); + + // Case-insensitivity: uppercase hex is still the same UUID. + let (_, upper) = classify( + &[], + "pydantic-ai", + "agent run", + &[ + kv("gen_ai.operation.name", "invoke_agent"), + kv("gen_ai.conversation.id", "01890A5D-AC96-774B-BCCE-B302099A8057"), + ], + ); + assert_eq!(upper, session_state::SUB_SESSION); + + // Strictness: a UUIDv4 (version nibble 4) is customer-chosen shape, not + // pydantic's uuid7 default — stays session. So does a value that merely + // CONTAINS a UUID7. + let (_, uuid4) = classify( + &[], + "pydantic-ai", + "agent run", + &[ + kv("gen_ai.operation.name", "invoke_agent"), + kv("gen_ai.conversation.id", "01890a5d-ac96-474b-bcce-b302099a8057"), + ], + ); + assert_eq!(uuid4, session_state::SESSION); + let (_, embedded) = classify( + &[], + "pydantic-ai", + "agent run", + &[ + kv("gen_ai.operation.name", "invoke_agent"), + kv( + "gen_ai.conversation.id", + "conv-01890a5d-ac96-774b-bcce-b302099a8057", + ), + ], + ); + assert_eq!(embedded, session_state::SESSION); + } + + #[test] + fn present_but_empty_is_not_absent() { + // claude_agent_sdk validates `session.id` as non-empty. + // Its candidates are authoritative wherever `span.type` is present. + let (_, empty) = classify( + &[], + "com.anthropic.claude_code", + "claude_code.interaction", + &[kv("span.type", "interaction"), kv("session.id", "")], + ); + assert_eq!(empty, session_state::KEY_INVALID); + + let (_, absent) = classify( + &[], + "com.anthropic.claude_code", + "claude_code.interaction", + &[kv("span.type", "interaction")], + ); + assert_eq!(absent, session_state::KEY_ABSENT); + + let (_, present) = classify( + &[], + "com.anthropic.claude_code", + "claude_code.interaction", + &[kv("span.type", "interaction"), kv("session.id", "abc")], + ); + assert_eq!(present, session_state::SESSION); + } + + #[test] + fn decoy_values_fail_validation() { + // litellm's candidate rejects the decoy value; effect_ai's `undefined` + // decoy is the wire-observed one. + let registry = registry(); + let litellm = registry.vendor_id("litellm").expect("vendor"); + assert!(!registry.vendor(litellm).candidates().is_empty()); + let candidate = ®istry.vendor(litellm).candidates()[0]; + assert!(candidate.reject_decoy_values || candidate.require_non_empty); + } + + #[test] + fn non_ai_spans_still_carry_the_rules_version() { + let registry = registry(); + let resource_context = ResourceContext::new(registry, &[]); + let scope = scope("io.opentelemetry.http"); + let context = resource_context.scope(Some(&scope), ""); + let attributes = [kv("http.request.method", "GET")]; + let result = context.classify_span("GET /health", &attributes); + assert_eq!(result.vendor, None); + assert_eq!(result.vendor_slug(), ""); + assert_ne!(result.rules_version, 0); + assert_eq!(result.session_key_hash(), 0); + } + + #[test] + fn resolved_keys_hash_the_bare_value() { + let registry = registry(); + let resource_context = ResourceContext::new(registry, &[]); + let scope = scope("com.anthropic.claude_code"); + let context = resource_context.scope(Some(&scope), ""); + let attributes = [kv("span.type", "interaction"), kv("session.id", "sess-42")]; + let result = context.classify_span("claude_code.interaction", &attributes); + assert_eq!(result.session_state, session_state::SESSION); + // Exactly what `SELECT cityHash64('sess-42')` returns — single argument, + // no salt, no concat construction (plan §2 step 5). + assert_eq!( + result.session_key_hash(), + crate::cityhash102::city_hash64(b"sess-42") + ); + } + + // -- canonicalization and degradation ------------------------------------ + + #[test] + fn values_are_canonicalized_before_matching() { + // A bool/int arrives typed on protobuf and as a string over JSON; both must + // match langchain's `resource(langsmith.internal_provider) == "true"`. + let registry = registry(); + for value in [ + KeyValue { + key: "langsmith.internal_provider".into(), + value: Some(AnyValue { + value: Some(any_value::Value::BoolValue(true)), + }), + }, + kv("langsmith.internal_provider", "true"), + ] { + let resource = [value]; + let resource_context = ResourceContext::new(registry, &resource); + let scope = scope("app"); + let context = resource_context.scope(Some(&scope), ""); + let attributes = [kv("langsmith.trace.name", "x")]; + let result = context.classify_span("chain", &attributes); + assert_eq!(result.vendor_slug(), "langchain"); + } + } + + /// Plan §2: the same logical span delivered as OTLP protobuf and as OTLP/JSON + /// must classify identically. JSON carries int64s as decimal strings and the + /// span/trace ids as hex, and the crate's leniency pass normalizes both — the + /// classifier must not be able to tell which transport it came from. + #[test] + fn transports_agree() { + use opentelemetry_proto::tonic::collector::trace::v1::ExportTraceServiceRequest; + use opentelemetry_proto::tonic::resource::v1::Resource; + use opentelemetry_proto::tonic::trace::v1::{ResourceSpans, ScopeSpans, Span}; + + let protobuf = ExportTraceServiceRequest { + resource_spans: vec![ResourceSpans { + resource: Some(Resource { + attributes: vec![kv("service.name", "adk-app")], + ..Default::default() + }), + scope_spans: vec![ScopeSpans { + scope: Some(scope("gcp.vertex.agent")), + spans: vec![Span { + name: "invocation".to_string(), + start_time_unix_nano: 1_700_000_000_000_000_000, + end_time_unix_nano: 1_700_000_000_500_000_000, + attributes: vec![ + kv("gen_ai.system", "gcp.vertex.agent"), + kv("gcp.vertex.agent.session_id", "s-1"), + int_kv("gen_ai.usage.input_tokens", 4_294_967_296), + ], + ..Default::default() + }], + ..Default::default() + }], + ..Default::default() + }], + }; + + // The OTLP/JSON form of exactly that span, as an exporter would send it. + let json = r#"{"resourceSpans":[{"resource":{"attributes":[ + {"key":"service.name","value":{"stringValue":"adk-app"}}]}, + "scopeSpans":[{"scope":{"name":"gcp.vertex.agent"},"spans":[{ + "name":"invocation", + "traceId":"5b8efff798038103d269b633813fc60c","spanId":"eee19b7ec3c1b174", + "startTimeUnixNano":"1700000000000000000","endTimeUnixNano":"1700000000500000000", + "attributes":[ + {"key":"gen_ai.system","value":{"stringValue":"gcp.vertex.agent"}}, + {"key":"gcp.vertex.agent.session_id","value":{"stringValue":"s-1"}}, + {"key":"gen_ai.usage.input_tokens","value":{"intValue":"4294967296"}}]}]}]}]}"#; + let mut value: serde_json::Value = serde_json::from_str(json).expect("json"); + crate::otlp_json::normalize(&mut value, "resourceSpans"); + let decoded: ExportTraceServiceRequest = + serde_json::from_value(value).expect("OTLP/JSON decodes"); + + let classify_request = |request: &ExportTraceServiceRequest| { + let registry = registry(); + let resource_spans = &request.resource_spans[0]; + let attributes = &resource_spans + .resource + .as_ref() + .expect("resource") + .attributes; + let context = ResourceContext::new(registry, attributes); + let scope_spans = &resource_spans.scope_spans[0]; + let scope = context.scope(scope_spans.scope.as_ref(), &scope_spans.schema_url); + let span = &scope_spans.spans[0]; + let classified = scope.classify_span(&span.name, &span.attributes); + ( + classified.vendor_slug(), + classified.session_state, + classified.session_key_hash(), + ) + }; + + let from_protobuf = classify_request(&protobuf); + assert_eq!(from_protobuf, classify_request(&decoded)); + assert_eq!(from_protobuf.0, "google_adk"); + assert_eq!(from_protobuf.1, session_state::SESSION); + assert_ne!(from_protobuf.2, 0); + } + + #[test] + fn garbage_attributes_do_not_panic() { + let huge = "x".repeat(1 << 20); + let attributes = vec![ + kv("", ""), + kv("\u{0}\u{1}\u{2}", "\u{0}"), + kv("🌍.emoji.key", "🙂"), + kv("gen_ai.operation.name", &huge), + kv(&huge, "v"), + int_kv("llm.token_count.total", i64::MIN), + KeyValue { + key: "spring.ai.kind".into(), + value: None, + }, + KeyValue { + key: "session.id".into(), + value: Some(AnyValue { value: None }), + }, + ]; + let (vendor, _) = classify(&[], "org.springframework.boot", &huge, &attributes); + assert_eq!(vendor, "spring_ai"); + } + + #[test] + fn attribute_order_does_not_change_the_outcome() { + let noise: Vec = (0..40) + .map(|i| kv(&format!("http.header.x_{i}"), "v")) + .collect(); + let signal = vec![ + kv("spring.ai.kind", "chat_client"), + kv("gen_ai.operation.name", "framework"), + ]; + let mut forward = signal.clone(); + forward.extend(noise.iter().cloned()); + let mut backward = noise; + backward.reverse(); + backward.extend(signal); + + let a = classify(&[], "org.springframework.boot", "chat_client", &forward); + let b = classify(&[], "org.springframework.boot", "chat_client", &backward); + assert_eq!(a, b); + assert_eq!(a.0, "spring_ai"); + } + + /// The prefilter/candidate fast path must agree with direct evaluation of every + /// vendor over the raw attribute lists — the optimization's safety net, and the + /// declared-hint drift detector. + #[test] + fn the_indexed_path_agrees_with_direct_evaluation() { + let registry = registry(); + let cases: Vec<(Vec, &str, &str, Vec)> = vec![ + ( + vec![], + "org.springframework.boot", + "POST", + vec![kv("method", "POST")], + ), + ( + vec![kv("telemetry.sdk.name", "@mastra/otel-exporter")], + "@mastra/otel-exporter", + "agent.run", + vec![kv("mastra.agent.id", "a")], + ), + ( + vec![kv("model_id", "x")], + "litellm", + "litellm_request", + vec![kv("litellm.call_id", "c")], + ), + ( + vec![], + "app", + "LanguageModel.generateText", + vec![kv("gen_ai.system", "x")], + ), + ( + vec![], + "gen_ai", + "step", + vec![kv("gen_ai.execute_tool.duration", "1")], + ), + ( + vec![], + "app", + "x", + vec![kv("openinference.span.kind", "LLM")], + ), + ]; + for (resource, scope_name, span_name, attributes) in cases { + let resource_context = ResourceContext::new(registry, &resource); + let scope_value = scope(scope_name); + let context = resource_context.scope(Some(&scope_value), ""); + let indexed = context.classify_span(span_name, &attributes); + let direct = context.classify_span_unindexed(span_name, &attributes, &[]); + assert_eq!( + indexed.vendor, direct, + "indexed vs direct for {scope_name}/{span_name}" + ); + } + } +} diff --git a/apps/ingest/src/ai_classifier_corpus_test.rs b/apps/ingest/src/ai_classifier_corpus_test.rs new file mode 100644 index 000000000..6dfeaad0a --- /dev/null +++ b/apps/ingest/src/ai_classifier_corpus_test.rs @@ -0,0 +1,506 @@ +//! Corpus replay — the acceptance gate for the classifier. +//! +//! Replays every capture in the trace-capture corpus (raw OTLP/JSON export requests +//! as they arrived on the wire) through the crate's own OTLP/JSON decode path and +//! the classifier, and compares the result against the hand-reviewed goldens in +//! `frameworks//registry-seed.yaml`. +//! +//! Run it with the corpus checked out next door: +//! +//! ```sh +//! TRACE_CAPTURE_DIR=~/Documents/repos/trace-capture cargo test --lib corpus +//! ``` +//! +//! Unset, every test here skips cleanly — the corpus is a sibling repo, not a +//! vendored fixture (the plan says to vendor it eventually; until then CI without +//! the corpus still runs the unit invariants). +//! +//! # How the goldens map onto a multi-vendor registry +//! +//! `verify-seed.ts` evaluates ONE seed's rules and separates *harness*-emitted spans +//! (fixture scaffolding) from the framework's own. The compiled registry has no +//! harness concept and all 21 vendors at once, so the identities checked here are: +//! +//! * **vendor span count** = `vendor_span_counts[] + harness_matched`. +//! The seed's hit set is `sufficient-hit OR attr-hit`, which is exactly the +//! registry's hit set for that vendor (a promoted conditional candidate requires a +//! same-vendor attr hit, which is already a hit). The counts can therefore only +//! diverge if another vendor outranks this one on some span — and the compile's +//! cross-fire audit found no same-span inter-vendor conflicts in the corpus, so any +//! divergence is a real finding, not an expected artifact. +//! * **key-state histogram / unsessioned traces** are the seed's per-vendor view of +//! *every* span in the capture regardless of which vendor classified it, so they +//! are reproduced through `evaluate_session_for_vendor`. +//! +//! D2 (`langgraph` → `langchain`) is applied when looking the vendor up. + +use std::collections::{BTreeMap, HashMap}; +use std::path::{Path, PathBuf}; + +use opentelemetry_proto::tonic::collector::trace::v1::ExportTraceServiceRequest; + +use crate::ai_classifier::{session_state, ResourceContext}; +use crate::ai_registry::registry; +use crate::otlp_json; + +/// Seed vendor slug → compiled registry slug (write-side plan D2). +fn registry_slug(seed_vendor: &str) -> &str { + match seed_vendor { + "langgraph" => "langchain", + other => other, + } +} + +fn corpus_root() -> Option { + let root = PathBuf::from(std::env::var_os("TRACE_CAPTURE_DIR")?); + if root.join("captures").is_dir() && root.join("frameworks").is_dir() { + Some(root) + } else { + panic!("TRACE_CAPTURE_DIR={root:?} has no captures/ and frameworks/"); + } +} + +/// One capture's spans, decoded exactly as ingest would decode them. +struct Capture { + dir: String, + /// (resource attrs, scope, schema_url, span) grouped as they arrived. + requests: Vec, +} + +impl Capture { + fn load(path: &Path) -> Self { + let dir = path + .file_name() + .expect("capture dir") + .to_string_lossy() + .into_owned(); + let records = std::fs::read_to_string(path.join("records.jsonl")).expect("records.jsonl"); + let mut requests = Vec::new(); + for line in records.lines() { + if line.trim().is_empty() { + continue; + } + let record: serde_json::Value = serde_json::from_str(line).expect("record json"); + if record.get("signal").and_then(|s| s.as_str()) != Some("traces") { + continue; + } + let Some(mut body) = record.get("body").cloned().filter(|b| !b.is_null()) else { + continue; // undecodable capture record (`rawBase64` only) + }; + // The crate's own OTLP/JSON leniency pass, then the generated types — + // the same two steps `decode_and_enrich_payload` runs on the wire. + otlp_json::normalize(&mut body, "resourceSpans"); + let request: ExportTraceServiceRequest = + serde_json::from_value(body).expect("OTLP/JSON decodes"); + requests.push(request); + } + Capture { dir, requests } + } + + fn span_count(&self) -> usize { + self.requests + .iter() + .flat_map(|r| &r.resource_spans) + .flat_map(|rs| &rs.scope_spans) + .map(|ss| ss.spans.len()) + .sum() + } +} + +/// What one capture produces under the full registry. +#[derive(Default)] +struct CaptureResult { + /// vendor slug (or `""` for non-AI) → span count + vendors: BTreeMap, + /// state (under the *classified* vendor) → span count + states: BTreeMap, + hashes: usize, +} + +fn classify_capture(capture: &Capture) -> CaptureResult { + let registry = registry(); + let mut result = CaptureResult::default(); + for request in &capture.requests { + for resource_spans in &request.resource_spans { + let empty = Vec::new(); + let attributes = resource_spans + .resource + .as_ref() + .map(|r| &r.attributes) + .unwrap_or(&empty); + let resource_context = ResourceContext::new(registry, attributes); + for scope_spans in &resource_spans.scope_spans { + let schema_url = if scope_spans.schema_url.is_empty() { + resource_spans.schema_url.as_str() + } else { + scope_spans.schema_url.as_str() + }; + let scope = resource_context.scope(scope_spans.scope.as_ref(), schema_url); + for span in &scope_spans.spans { + let classified = + scope.classify_span_full(&span.name, &span.attributes, &span.events); + assert_eq!(classified.rules_version, registry.version()); + *result + .vendors + .entry(classified.vendor_slug().to_string()) + .or_default() += 1; + *result.states.entry(classified.session_state).or_default() += 1; + if classified.session_state >= session_state::SUB_SESSION { + assert_ne!(classified.session_key_hash(), 0); + result.hashes += 1; + } else { + assert_eq!(classified.session_key_hash(), 0); + } + } + } + } + } + result +} + +/// Per-vendor state histogram over EVERY span of the capture — the seed's view. +fn seed_state_view(capture: &Capture, vendor_slug: &str) -> (BTreeMap, usize) { + let registry = registry(); + let vendor = registry + .vendor_id(vendor_slug) + .unwrap_or_else(|| panic!("registry has no vendor {vendor_slug}")); + let mut histogram: BTreeMap = BTreeMap::new(); + // trace id → does any span of it reach state 6 + let mut traces: HashMap, bool> = HashMap::new(); + for request in &capture.requests { + for resource_spans in &request.resource_spans { + let empty = Vec::new(); + let attributes = resource_spans + .resource + .as_ref() + .map(|r| &r.attributes) + .unwrap_or(&empty); + let resource_context = ResourceContext::new(registry, attributes); + for scope_spans in &resource_spans.scope_spans { + let schema_url = if scope_spans.schema_url.is_empty() { + resource_spans.schema_url.as_str() + } else { + scope_spans.schema_url.as_str() + }; + let scope = resource_context.scope(scope_spans.scope.as_ref(), schema_url); + for span in &scope_spans.spans { + let (state, _) = scope.evaluate_session_for_vendor( + vendor, + &span.name, + &span.attributes, + &span.events, + ); + *histogram.entry(state).or_default() += 1; + let sessioned = traces.entry(span.trace_id.clone()).or_insert(false); + *sessioned |= state == session_state::SESSION; + } + } + } + } + let unsessioned = traces.values().filter(|sessioned| !**sessioned).count(); + (histogram, unsessioned) +} + +// --------------------------------------------------------------------------- +// goldens +// --------------------------------------------------------------------------- + +struct Golden { + framework: String, + vendor: String, + capture: String, + total_spans: usize, + vendor_spans: usize, + key_state_histogram: BTreeMap, + unsessioned_traces: usize, +} + +fn number(value: &serde_yaml::Value) -> usize { + value + .as_u64() + .unwrap_or_else(|| panic!("expected a number, got {value:?}")) as usize +} + +fn load_goldens(root: &Path) -> Vec { + let mut goldens = Vec::new(); + let mut frameworks: Vec<_> = std::fs::read_dir(root.join("frameworks")) + .expect("frameworks/") + .filter_map(|entry| entry.ok()) + .map(|entry| entry.path()) + .filter(|path| path.join("registry-seed.yaml").is_file()) + .collect(); + frameworks.sort(); + for framework in frameworks { + let text = std::fs::read_to_string(framework.join("registry-seed.yaml")).expect("seed"); + let seed: serde_yaml::Value = serde_yaml::from_str(&text).expect("seed yaml"); + let seed_vendor = seed["vendor"].as_str().expect("vendor").to_string(); + let per_capture = seed["goldens"]["per_capture"] + .as_sequence() + .expect("goldens.per_capture"); + for entry in per_capture { + let capture = entry["capture"].as_str().expect("capture").to_string(); + let counts = &entry["vendor_span_counts"]; + let vendor_spans = + number(&counts[seed_vendor.as_str()]) + number(&entry["harness_matched"]); + let mut histogram = BTreeMap::new(); + for (state, count) in entry["key_state_histogram"] + .as_mapping() + .expect("key_state_histogram") + { + histogram.insert(number(state) as u8, number(count)); + } + goldens.push(Golden { + framework: framework + .file_name() + .expect("framework") + .to_string_lossy() + .into_owned(), + vendor: registry_slug(&seed_vendor).to_string(), + capture, + total_spans: number(&entry["total_spans"]), + vendor_spans, + key_state_histogram: histogram, + unsessioned_traces: number(&entry["unsessioned_traces"]), + }); + } + } + goldens +} + +// --------------------------------------------------------------------------- +// tests +// --------------------------------------------------------------------------- + +/// The gate: every golden in all 20 seeds reproduces. +#[test] +fn corpus_replay_matches_every_golden() { + let Some(root) = corpus_root() else { + eprintln!("skipping: set TRACE_CAPTURE_DIR to the trace-capture checkout"); + return; + }; + let goldens = load_goldens(&root); + assert!(goldens.len() >= 40, "expected the full seed set"); + + let mut cache: HashMap = HashMap::new(); + let mut failures = Vec::new(); + println!( + "{:<34} {:<26} {:>7} {:>7} {:>6}", + "capture", "vendor", "spans", "golden", "ok" + ); + for golden in &goldens { + let entry = cache.entry(golden.capture.clone()).or_insert_with(|| { + let capture = Capture::load(&root.join("captures").join(&golden.capture)); + let result = classify_capture(&capture); + (capture, result) + }); + let (capture, result) = entry; + + let mut problems = Vec::new(); + if capture.span_count() != golden.total_spans { + problems.push(format!( + "span count {} != golden {}", + capture.span_count(), + golden.total_spans + )); + } + let classified = result.vendors.get(&golden.vendor).copied().unwrap_or(0); + if classified != golden.vendor_spans { + problems.push(format!( + "vendor spans {classified} != golden {} (all vendors: {:?})", + golden.vendor_spans, result.vendors + )); + } + let (histogram, unsessioned) = seed_state_view(capture, &golden.vendor); + if histogram != golden.key_state_histogram { + problems.push(format!( + "key_state_histogram {histogram:?} != golden {:?}", + golden.key_state_histogram + )); + } + if unsessioned != golden.unsessioned_traces { + problems.push(format!( + "unsessioned traces {unsessioned} != golden {}", + golden.unsessioned_traces + )); + } + + println!( + "{:<34} {:<26} {:>7} {:>7} {:>6}", + golden.capture, + golden.vendor, + classified, + golden.vendor_spans, + if problems.is_empty() { "PASS" } else { "FAIL" } + ); + if !problems.is_empty() { + failures.push(format!( + "{}/{}: {}", + golden.framework, + golden.capture, + problems.join("; ") + )); + } + } + let total_spans: usize = cache.values().map(|(c, _)| c.span_count()).sum(); + println!( + "\n{} goldens over {} captures, {total_spans} spans", + goldens.len(), + cache.len() + ); + assert!( + failures.is_empty(), + "golden mismatches:\n{}", + failures.join("\n") + ); +} + +/// Every capture in the corpus — including the ones no seed claims (probes, smoke +/// tests, the two large `eve_slack` negative sets) — must decode and classify +/// without panicking, and every examined span must carry the rules version. +#[test] +fn corpus_replay_never_panics_and_always_stamps_the_version() { + let Some(root) = corpus_root() else { + eprintln!("skipping: set TRACE_CAPTURE_DIR to the trace-capture checkout"); + return; + }; + let mut dirs: Vec = std::fs::read_dir(root.join("captures")) + .expect("captures/") + .filter_map(|entry| entry.ok()) + .map(|entry| entry.path()) + .filter(|path| path.join("records.jsonl").is_file()) + .collect(); + dirs.sort(); + assert!(dirs.len() >= 40, "expected the full corpus"); + + let mut totals: BTreeMap = BTreeMap::new(); + let mut spans = 0usize; + for dir in &dirs { + let capture = Capture::load(dir); + let result = classify_capture(&capture); + spans += capture.span_count(); + println!("{:<34} {:?}", capture.dir, result.vendors); + for (vendor, count) in result.vendors { + *totals.entry(vendor).or_default() += count; + } + } + println!( + "\n{} captures, {spans} spans\ncorpus totals: {totals:?}", + dirs.len() + ); + let non_ai = totals.get("").copied().unwrap_or(0); + assert!( + spans > 0 && non_ai > 0, + "corpus must contain both AI and non-AI spans" + ); +} + +/// At most one vendor's `detect` fires on any corpus span (plan v2 §1) — the +/// invariant that keeps the `VENDORS` resolution order from being load-bearing +/// on real wire data. Zero overlaps today, so no allowlist: the first corpus +/// span two vendors both claim fails here and forces a deliberate ordering (or +/// rules) decision. The vendored-fixture twin of this test runs on every plain +/// `cargo test`. +#[test] +fn at_most_one_vendor_matches_any_corpus_span() { + let Some(root) = corpus_root() else { + eprintln!("skipping: set TRACE_CAPTURE_DIR to the trace-capture checkout"); + return; + }; + let registry = registry(); + let mut dirs: Vec = std::fs::read_dir(root.join("captures")) + .expect("captures/") + .filter_map(|entry| entry.ok()) + .map(|entry| entry.path()) + .filter(|path| path.join("records.jsonl").is_file()) + .collect(); + dirs.sort(); + + let mut checked = 0usize; + let mut overlaps = Vec::new(); + for dir in &dirs { + let capture = Capture::load(dir); + for request in &capture.requests { + for resource_spans in &request.resource_spans { + let empty = Vec::new(); + let attributes = resource_spans + .resource + .as_ref() + .map(|r| &r.attributes) + .unwrap_or(&empty); + let resource_context = ResourceContext::new(registry, attributes); + for scope_spans in &resource_spans.scope_spans { + let scope = + resource_context.scope(scope_spans.scope.as_ref(), &scope_spans.schema_url); + for span in &scope_spans.spans { + let firing = + scope.firing_vendors(&span.name, &span.attributes, &span.events); + if firing.len() > 1 { + overlaps.push(format!( + "{}: span {:?} fires {firing:?}", + capture.dir, span.name + )); + } + checked += 1; + } + } + } + } + } + println!("{checked} corpus spans checked for vendor overlap"); + assert!( + overlaps.is_empty(), + "vendor detects overlap on corpus spans:\n{}", + overlaps.join("\n") + ); +} + +/// Order independence over real data: shuffling the non-registry attributes of every +/// corpus span must not move a single classification. +#[test] +fn corpus_classification_is_order_independent() { + let Some(root) = corpus_root() else { + eprintln!("skipping: set TRACE_CAPTURE_DIR to the trace-capture checkout"); + return; + }; + let registry = registry(); + let mut checked = 0usize; + for dir in ["spring_ai_user", "crewai_user", "flue_user", "eve_slack"] { + let capture = Capture::load(&root.join("captures").join(dir)); + for request in &capture.requests { + for resource_spans in &request.resource_spans { + let empty = Vec::new(); + let attributes = resource_spans + .resource + .as_ref() + .map(|r| &r.attributes) + .unwrap_or(&empty); + let context = ResourceContext::new(registry, attributes); + for scope_spans in &resource_spans.scope_spans { + let scope = context.scope(scope_spans.scope.as_ref(), &scope_spans.schema_url); + for span in &scope_spans.spans { + let straight = scope.classify_span(&span.name, &span.attributes); + // Reverse the order of the keys no rule consults; the + // registry-referenced ones keep their relative order because + // first-occurrence-wins is order-*dependent* by design. + let (referenced, rest): (Vec<_>, Vec<_>) = span + .attributes + .iter() + .cloned() + .partition(|kv| registry.references_key(&kv.key)); + let mut shuffled: Vec<_> = rest.into_iter().rev().collect(); + shuffled.extend(referenced); + let reordered = scope.classify_span(&span.name, &shuffled); + assert_eq!( + straight.vendor, reordered.vendor, + "{dir}: {} reordered differently", + span.name + ); + assert_eq!(straight.session_state, reordered.session_state); + checked += 1; + } + } + } + } + } + println!("{checked} spans checked for order independence"); +} diff --git a/apps/ingest/src/ai_registry.rs b/apps/ingest/src/ai_registry.rs new file mode 100644 index 000000000..9798ac937 --- /dev/null +++ b/apps/ingest/src/ai_registry.rs @@ -0,0 +1,753 @@ +//! The compiled AI vendor registry: key interning, the generated prefilter and +//! the per-key/per-prefix candidate dispatch over the vendor tables in +//! [`crate::ai_vendors`]. +//! +//! The vendor knowledge itself — the `detect` predicates, session candidates, +//! decoy values, and the seed review record — lives in `ai_vendors.rs` as plain +//! Rust (write-side plan v2 §1: vendor knowledge is code; the corpus is the +//! contract). Predicates are opaque functions, so the fast-path machinery is +//! built from each vendor's **declared prefilter hints** (`keys`, `prefixes`, +//! `span_names`) instead of being derived from matcher data: this module +//! interns the declared keys and prefixes, generates the byte/length screens, +//! and builds the key/prefix/span-name → candidate-detector masks the +//! classifier uses for its fast exit. +//! +//! What this module guarantees, structurally rather than by convention: +//! +//! * **Vendor slugs are a closed set.** A classification result is a +//! [`VendorId`] — a Rust enum. There is no constructor that takes a string, so +//! minting an unlisted slug — the LowCardinality-cardinality and +//! tenant-amplification bug the plan calls out — is not expressible. +//! * **The prefilter is generated from the declared hints**, never +//! hand-maintained: it is the union of every exact key and key prefix any +//! vendor or unknown-tier rule declares, plus every session-candidate key +//! (candidate keys are data, so they are collected automatically). +//! +//! **Hint drift is the one failure the build cannot catch**: a `detect` or +//! authority function consulting a key its vendor did not declare evaluates +//! against a prefiltered view that never stored that key, so the indexed fast +//! path silently sees "absent". The defense is the indexed-vs-direct +//! differential (`ai_classification_fixture_test.rs` and the classifier's unit +//! suite): the direct reference path evaluates every vendor over the **raw, +//! unprefiltered** attribute lists, so a wrong hint surfaces as a divergence +//! over the fixture/corpus rather than staying invisible. +//! +//! Everything else is checked in [`Registry::validate`], which panics. That is +//! the right failure mode: the tables are boot configuration compiled into the +//! binary, so a violation is a table bug that must not reach production traffic, +//! and the process has no traffic to lose at that point. + +use std::borrow::Cow; +use std::collections::HashMap; +use std::hash::{BuildHasherDefault, Hasher}; +use std::sync::LazyLock; + +use crate::ai_classifier::SpanCtx; +use crate::ai_vendors::{ + SessionCandidateDef, UnknownRuleDef, VendorDef, RULES_VERSION, UNKNOWN_BUCKETS, UNKNOWN_TIER, + VENDORS, +}; + +pub use crate::ai_vendors::{Granularity, VendorId}; + +/// The exact-key map, keyed by a **non-cryptographic** hasher. +/// +/// SipHash (std's default) cost ~12 ns per probed key, and a fat AI span probes +/// dozens — it was the single largest line in the per-span budget. Dropping DoS +/// resistance here is bounded and deliberate: the key *set* is the compiled +/// vendor tables, fixed at build and never influenced by traffic, so an attacker +/// can only choose lookup keys, not the buckets they collide into. The worst +/// case a crafted attribute name can buy is a short bucket walk over a +/// small fixed map that it still misses — no unbounded chain, no insertion, no +/// eviction. Every other map in this module keeps the std hasher; only this one +/// is hot. +type KeyIdMap = HashMap<&'static str, KeyId, BuildHasherDefault>; + +/// The prefix map shares the hasher and the rationale: candidate predicates +/// probe it on every `any_attr_prefix` call. +type PrefixIdMap = HashMap<&'static str, PrefixId, BuildHasherDefault>; + +/// The span-name dispatch map shares the hasher and the rationale, and is the +/// hottest of the three: it is probed **unconditionally, once per span**, before +/// the non-AI fast exit — so on the overwhelming-majority path it is the only +/// map probe there is. The key set is again the compiled tables. +type SpanNameDetectorMap = HashMap<&'static str, u64, BuildHasherDefault>; + +/// FxHash (rustc's own string hasher), inlined rather than pulled in as a +/// dependency — it is eleven lines and this is its only use. +#[derive(Default)] +struct FxHasher { + hash: u64, +} + +impl FxHasher { + const SEED: u64 = 0x51_7c_c1_b7_27_22_0a_95; + + #[inline] + fn add(&mut self, word: u64) { + self.hash = (self.hash.rotate_left(5) ^ word).wrapping_mul(Self::SEED); + } +} + +impl Hasher for FxHasher { + #[inline] + fn write(&mut self, bytes: &[u8]) { + let mut rest = bytes; + while rest.len() >= 8 { + let (head, tail) = rest.split_at(8); + self.add(u64::from_le_bytes(head.try_into().expect("8 bytes"))); + rest = tail; + } + if !rest.is_empty() { + let mut buf = [0u8; 8]; + buf[..rest.len()].copy_from_slice(rest); + self.add(u64::from_le_bytes(buf)); + } + } + + #[inline] + fn finish(&self) -> u64 { + self.hash + } +} + +/// The `key_len_screen` bit for a key of this byte length, clamped so keys +/// longer than 63 bytes all share the top bucket. +#[inline] +fn length_bit(len: usize) -> u64 { + 1u64 << len.min(63) +} + +/// Detector masks are a `u64`: bits `0..VendorId::COUNT` are vendors (by +/// [`VendorId::index`]; the `unknown:*` bucket bits are never set — buckets are +/// verdicts, not detectors), and bits `UNKNOWN_RULE_BASE..` are the unknown-tier +/// rules by their position in [`UNKNOWN_TIER`]. +const MAX_VENDORS: usize = UNKNOWN_RULE_BASE as usize; +/// First detector-mask bit used by the unknown-tier rules. +const UNKNOWN_RULE_BASE: u32 = 32; +/// Prefix hits are tracked in a `u64` bitmask. +const MAX_PREFIXES: usize = 64; +/// The classifier's per-attribute-list key-presence bitset is a fixed +/// `[u64; MAX_KEYS / 64]`. A multiple of 64; grow it (and nothing else) when the +/// vendor tables outgrow it. +pub(crate) const MAX_KEYS: usize = 256; + +/// The detector-mask bit for an unknown-tier rule at this [`UNKNOWN_TIER`] +/// position. +#[inline] +pub(crate) fn unknown_rule_bit(index: usize) -> u64 { + 1u64 << (UNKNOWN_RULE_BASE + index as u32) +} + +// --------------------------------------------------------------------------- +// compiled shapes +// --------------------------------------------------------------------------- + +/// Index into the interned exact-key table. +pub type KeyId = u16; +/// Index into the interned key-prefix table. +pub type PrefixId = u8; + +/// One compiled session-key candidate (plan §2 step 5). `key` stays in string +/// form for the direct (unprefiltered) reference path; `key_id` is the interned +/// form the indexed fast path reads. +pub struct SessionCandidate { + pub key: &'static str, + pub(crate) key_id: KeyId, + /// Span-local predicate selecting session-authoritative spans; + /// `|_| true` = every span of the vendor is authoritative. + pub authority: fn(&SpanCtx) -> bool, + pub require_non_empty: bool, + pub reject_decoy_values: bool, + /// Span-EVENT attribute key read as the value source when `key` is absent + /// from the span's own attributes (see [`crate::ai_vendors::SessionCandidateDef`]). + pub event_key: Option<&'static str>, + pub granularity: Granularity, + /// Value-conditional granularity override (phase-2 P1; see + /// [`crate::ai_vendors::SessionCandidateDef::granularity_of_value`]). + pub granularity_of_value: Option Granularity>, +} + +pub struct Vendor { + slug: &'static str, + /// `unknown:*` buckets are verdicts for resolution purposes but carry no + /// session-key rules and are reserved: no seed may mint one. + unknown_bucket: bool, + candidates: Vec, + decoy_values: &'static [&'static str], +} + +impl Vendor { + pub fn slug(&self) -> &'static str { + self.slug + } + pub fn is_unknown_bucket(&self) -> bool { + self.unknown_bucket + } + pub fn candidates(&self) -> &[SessionCandidate] { + &self.candidates + } + pub fn is_decoy_value(&self, value: &str) -> bool { + self.decoy_values.contains(&value) + } +} + +/// A rule-referenced key seen on a span: its interned id (when the key is +/// referenced exactly) and the prefixes it satisfies. +#[derive(Clone, Copy, Debug, Default, PartialEq, Eq)] +pub struct KeyProbe { + pub key_id: Option, + pub prefix_bits: u64, +} + +impl KeyProbe { + pub fn is_empty(&self) -> bool { + self.key_id.is_none() && self.prefix_bits == 0 + } +} + +pub struct Registry { + version: u32, + /// Indexed by [`VendorId::index`], buckets included. + vendors: Vec, + vendor_ids: HashMap<&'static str, VendorId>, + + keys: Vec<&'static str>, + key_ids: KeyIdMap, + prefixes: Vec<&'static str>, + prefix_ids: PrefixIdMap, + + /// Bit 0: some exact key starts with this byte. Bit 1: some prefix does. + byte_screen: [u8; 256], + /// Second screen dimension: for each first byte, the set of *lengths* the + /// tables' exact keys of that byte have (length clamped to 63, so anything + /// longer than the longest rule key shares one bucket). A filler key that + /// happens to share a first byte with a rule key — + /// `gen_ai.request.parameter_7` against `gen_ai.system` — is rejected here + /// instead of paying a map lookup. + key_len_screen: [u64; 256], + prefixes_by_first_byte: Vec>, + + // candidate dispatch — a span's surviving evidence names the detectors + // (vendors + unknown-tier rules) whose declared hints it touches, so the + // classifier evaluates the (typically 1–3) candidate predicates instead of + // all of them, and fast-exits when the mask is empty. + detectors_by_key: Vec, + detectors_by_prefix: Vec, + detectors_by_span_name: SpanNameDetectorMap, +} + +/// The process-wide registry. Compiled and validated on first use from the +/// static tables in [`crate::ai_vendors`]. +pub fn registry() -> &'static Registry { + static REGISTRY: LazyLock = + LazyLock::new(|| Registry::compile().expect("the static ai_vendors tables are malformed")); + ®ISTRY +} + +impl Registry { + pub fn version(&self) -> u32 { + self.version + } + pub fn vendors(&self) -> &[Vendor] { + &self.vendors + } + pub fn vendor(&self, id: VendorId) -> &Vendor { + &self.vendors[id.index()] + } + pub fn vendor_slug(&self, id: VendorId) -> &'static str { + self.vendors[id.index()].slug() + } + pub fn vendor_id(&self, slug: &str) -> Option { + self.vendor_ids.get(slug).copied() + } + pub fn keys(&self) -> &[&'static str] { + &self.keys + } + pub fn prefixes(&self) -> &[&'static str] { + &self.prefixes + } + #[inline] + pub fn key_id(&self, key: &str) -> Option { + self.key_ids.get(key).copied() + } + #[inline] + pub(crate) fn prefix_id(&self, prefix: &str) -> Option { + self.prefix_ids.get(prefix).copied() + } + + #[inline] + pub(crate) fn detectors_by_key(&self, key: KeyId) -> u64 { + self.detectors_by_key[key as usize] + } + #[inline] + pub(crate) fn detectors_by_prefix(&self, prefix: PrefixId) -> u64 { + self.detectors_by_prefix[prefix as usize] + } + pub(crate) fn detectors_by_span_name(&self, name: &str) -> u64 { + self.detectors_by_span_name.get(name).copied().unwrap_or(0) + } + + /// The generated prefilter. `true` iff some rule can consult this key. + /// + /// Cheap by construction: a 256-entry byte screen rejects almost every + /// attribute key on a non-AI span before any hashing happens. + pub fn references_key(&self, key: &str) -> bool { + !self.probe(key).is_empty() + } + + /// Prefilter + interning in one pass: the hot-path entry point. + #[inline] + pub fn probe(&self, key: &str) -> KeyProbe { + let bytes = key.as_bytes(); + let Some(&first) = bytes.first() else { + return KeyProbe::default(); + }; + let screen = self.byte_screen[first as usize]; + if screen == 0 { + return KeyProbe::default(); + } + let mut probe = KeyProbe::default(); + if screen & 1 != 0 && self.key_len_screen[first as usize] & length_bit(bytes.len()) != 0 { + probe.key_id = self.key_ids.get(key).copied(); + } + if screen & 2 != 0 { + for &pid in &self.prefixes_by_first_byte[first as usize] { + if key.starts_with(self.prefixes[pid as usize]) { + probe.prefix_bits |= 1u64 << pid; + } + } + } + probe + } + + // ----------------------------------------------------------------------- + // compile + // ----------------------------------------------------------------------- + + fn compile() -> Result { + let mut builder = Builder::default(); + let registry = builder.build(RULES_VERSION, VENDORS, UNKNOWN_TIER)?; + registry.validate()?; + Ok(registry) + } + + /// Build-time validation over the static tables. Every violation here is a + /// table bug that must fail the process before it takes traffic. + fn validate(&self) -> Result<(), String> { + if self.version == 0 { + return Err("RULES_VERSION 0 is reserved for pre-rollout rows".into()); + } + if VendorId::COUNT > MAX_VENDORS { + return Err(format!( + "{} vendors exceeds the {MAX_VENDORS}-bit vendor set", + VendorId::COUNT + )); + } + if UNKNOWN_TIER.len() > (64 - UNKNOWN_RULE_BASE) as usize { + return Err("too many unknown-tier rules for the detector mask".into()); + } + if self.prefixes.len() > MAX_PREFIXES { + return Err(format!( + "{} key prefixes exceeds the {MAX_PREFIXES}-bit prefix set", + self.prefixes.len() + )); + } + if self.keys.len() > MAX_KEYS { + return Err(format!( + "{} exact keys exceeds the {MAX_KEYS}-bit key-presence set", + self.keys.len() + )); + } + + // `unknown:` is reserved for the fingerprint tier; the slug table and the + // bucket flag must agree. + for vendor in &self.vendors { + if vendor.slug().starts_with("unknown:") != vendor.unknown_bucket { + return Err(format!( + "vendor slug {:?} misuses the reserved `unknown:` prefix", + vendor.slug() + )); + } + if vendor.unknown_bucket && !vendor.candidates.is_empty() { + return Err("unknown-tier buckets carry no session-key rules".into()); + } + } + + // The prefilter must survive every key and prefix the tables declare. + for key in &self.keys { + if !self.references_key(key) { + return Err(format!("prefilter drops rule key {key:?}")); + } + } + for prefix in &self.prefixes { + if !self.references_key(prefix) || !self.references_key(&format!("{prefix}x")) { + return Err(format!("prefilter drops rule prefix {prefix:?}")); + } + } + Ok(()) + } +} + +#[derive(Default)] +struct Builder { + keys: Vec<&'static str>, + key_ids: KeyIdMap, + prefixes: Vec<&'static str>, + prefix_ids: PrefixIdMap, +} + +impl Builder { + fn intern_key(&mut self, key: &'static str) -> Result { + if key.is_empty() { + return Err("empty rule key".into()); + } + if let Some(&id) = self.key_ids.get(key) { + return Ok(id); + } + let id = u16::try_from(self.keys.len()).map_err(|_| "too many rule keys".to_string())?; + self.keys.push(key); + self.key_ids.insert(key, id); + Ok(id) + } + + fn intern_prefix(&mut self, prefix: &'static str) -> Result { + if prefix.is_empty() { + return Err("empty key_prefix would match every attribute".into()); + } + if let Some(&id) = self.prefix_ids.get(prefix) { + return Ok(id); + } + let id = u8::try_from(self.prefixes.len()) + .ok() + .filter(|id| (*id as usize) < MAX_PREFIXES) + .ok_or_else(|| "too many key prefixes".to_string())?; + self.prefixes.push(prefix); + self.prefix_ids.insert(prefix, id); + Ok(id) + } + + fn build( + &mut self, + version: u32, + vendor_defs: &[VendorDef], + unknown_tier: &[UnknownRuleDef], + ) -> Result { + // The vendors table is indexed by `VendorId::index()`. `VENDORS` is in + // *resolution* order — a permutation of the non-bucket variants — so the + // slots are filled by id and the coverage is checked afterwards. + let mut vendors: Vec> = (0..VendorId::COUNT).map(|_| None).collect(); + let mut vendor_ids: HashMap<&'static str, VendorId> = HashMap::new(); + let mut detectors_by_key: HashMap = HashMap::new(); + let mut detectors_by_prefix: HashMap = HashMap::new(); + let mut detectors_by_span_name = SpanNameDetectorMap::default(); + + for def in vendor_defs { + if def.id.is_unknown_bucket() { + return Err(format!("VENDORS must not list the bucket {:?}", def.id)); + } + let bit = 1u64 << def.id.index(); + + // Declared prefilter hints → interning + candidate dispatch. A key + // consulted by `detect` (or an authority predicate) but not declared + // here is invisible to the indexed path — see the module docs for + // the differential that catches it. + for key in def.keys { + let id = self.intern_key(key)?; + *detectors_by_key.entry(id).or_default() |= bit; + } + for prefix in def.prefixes { + let id = self.intern_prefix(prefix)?; + *detectors_by_prefix.entry(id).or_default() |= bit; + } + for name in def.span_names { + if name.is_empty() { + return Err("empty span-name hint".into()); + } + *detectors_by_span_name.entry(name).or_default() |= bit; + } + + let mut candidates = Vec::with_capacity(def.session_candidates.len()); + for candidate in def.session_candidates { + let SessionCandidateDef { + key, + authority, + require_non_empty, + reject_decoy_values, + event_key, + granularity, + granularity_of_value, + } = *candidate; + // Candidate keys are data, so they are interned automatically — + // no detector bit: a session key is read after resolution and + // must never make its vendor a detection candidate. + candidates.push(SessionCandidate { + key, + key_id: self.intern_key(key)?, + authority, + require_non_empty, + reject_decoy_values, + event_key, + granularity, + granularity_of_value, + }); + } + + let vendor = Vendor { + slug: def.id.slug(), + unknown_bucket: false, + candidates, + // `decoy_keys` are deliberately not compiled: the rule is "never + // consult", so the detector must not be able to read one. They + // live as doc comments on the vendor blocks. + decoy_values: def.decoy_values, + }; + if vendor_ids.insert(vendor.slug, def.id).is_some() { + return Err(format!("vendor {:?} appears twice in VENDORS", vendor.slug)); + } + vendors[def.id.index()] = Some(vendor); + } + + // The reserved buckets occupy the table slots after the vendors, in + // discriminant order. + for (position, &bucket) in UNKNOWN_BUCKETS.iter().enumerate() { + if bucket.index() != vendor_defs.len() + position || !bucket.is_unknown_bucket() { + return Err(format!( + "UNKNOWN_BUCKETS order does not match VendorId discriminants at {bucket:?}" + )); + } + let vendor = Vendor { + slug: bucket.slug(), + unknown_bucket: true, + candidates: Vec::new(), + decoy_values: &[], + }; + if vendor_ids.insert(vendor.slug, bucket).is_some() { + return Err(format!("duplicate vendor slug {:?}", vendor.slug)); + } + vendors[bucket.index()] = Some(vendor); + } + let vendors: Vec = vendors + .into_iter() + .enumerate() + .map(|(index, slot)| { + slot.ok_or_else(|| format!("no VENDORS entry for VendorId index {index}")) + }) + .collect::>()?; + + // Unknown-tier rules join the candidate dispatch under their own bits; + // the classifier consults them only in the no-vendor `else`. + for (index, rule) in unknown_tier.iter().enumerate() { + if !rule.bucket.is_unknown_bucket() { + return Err(format!( + "unknown-tier rule targets non-bucket vendor {:?}", + rule.bucket + )); + } + let bit = unknown_rule_bit(index); + for key in rule.keys { + let id = self.intern_key(key)?; + *detectors_by_key.entry(id).or_default() |= bit; + } + for prefix in rule.prefixes { + let id = self.intern_prefix(prefix)?; + *detectors_by_prefix.entry(id).or_default() |= bit; + } + } + + let mut byte_screen = [0u8; 256]; + let mut key_len_screen = [0u64; 256]; + let mut prefixes_by_first_byte = vec![Vec::new(); 256]; + for key in &self.keys { + if let Some(&first) = key.as_bytes().first() { + byte_screen[first as usize] |= 1; + key_len_screen[first as usize] |= length_bit(key.len()); + } + } + for (index, prefix) in self.prefixes.iter().enumerate() { + if let Some(&first) = prefix.as_bytes().first() { + byte_screen[first as usize] |= 2; + prefixes_by_first_byte[first as usize].push(index as PrefixId); + } + } + + let key_count = self.keys.len(); + let prefix_count = self.prefixes.len(); + Ok(Registry { + version, + vendors, + vendor_ids, + keys: std::mem::take(&mut self.keys), + key_ids: std::mem::take(&mut self.key_ids), + prefixes: std::mem::take(&mut self.prefixes), + prefix_ids: std::mem::take(&mut self.prefix_ids), + byte_screen, + key_len_screen, + prefixes_by_first_byte, + detectors_by_key: (0..key_count) + .map(|id| detectors_by_key.get(&(id as KeyId)).copied().unwrap_or(0)) + .collect(), + detectors_by_prefix: (0..prefix_count) + .map(|id| { + detectors_by_prefix + .get(&(id as PrefixId)) + .copied() + .unwrap_or(0) + }) + .collect(), + detectors_by_span_name, + }) + } +} + +/// Canonical `AnyValue → String` for a *rule-referenced* value, borrowing when +/// the value is already a string (the overwhelmingly common case). +/// +/// Delegates to the row writer's `any_value_string` for every other type — one +/// shared canonicalization, so the same logical span delivered as OTLP protobuf +/// (typed values) and OTLP/JSON (int64s as decimal strings, bools typed vs +/// `"true"`) classifies identically. +pub fn canonical_value( + value: Option<&opentelemetry_proto::tonic::common::v1::AnyValue>, +) -> Cow<'_, str> { + use opentelemetry_proto::tonic::common::v1::any_value; + match value.and_then(|v| v.value.as_ref()) { + Some(any_value::Value::StringValue(s)) => Cow::Borrowed(s.as_str()), + Some(_) => Cow::Owned(crate::telemetry::any_value_string(value.expect("checked"))), + None => Cow::Borrowed(""), + } +} + +#[cfg(test)] +mod tests { + use super::*; + + #[test] + fn the_static_tables_compile_and_validate() { + let registry = registry(); + assert_eq!(registry.version(), 1); + assert_eq!( + registry.vendors().len(), + 21 + 3, + "21 vendors + 3 unknown buckets" + ); + assert_eq!( + registry + .vendors() + .iter() + .map(|v| v.candidates().len()) + .sum::(), + 29 + ); + // Every declared key and prefix dispatches at least one detector or is a + // session-candidate key. + for (index, key) in registry.keys().iter().enumerate() { + let dispatched = registry.detectors_by_key(index as KeyId) != 0; + let candidate = registry + .vendors() + .iter() + .any(|v| v.candidates().iter().any(|c| c.key == *key)); + assert!(dispatched || candidate, "key {key} is dead in the tables"); + } + for (index, prefix) in registry.prefixes().iter().enumerate() { + assert_ne!( + registry.detectors_by_prefix(index as PrefixId), + 0, + "prefix {prefix} dispatches nothing" + ); + } + } + + #[test] + fn vendor_slugs_are_the_closed_set() { + let registry = registry(); + for slug in [ + "agno", + "claude_agent_sdk", + "crewai", + "dspy", + "effect_ai", + "flue", + "google_adk", + "haystack", + "langchain", + "litellm", + "llamaindex", + "mastra", + "microsoft_agent_framework", + "openai_agents_sdk", + "openinference-openai", + "pydantic_ai", + "semantic_kernel", + "smolagents", + "spring_ai", + "strands", + "vercel_ai_sdk", + ] { + let id = registry.vendor_id(slug).expect("known slug"); + assert_eq!(registry.vendor_slug(id), slug); + assert_eq!(id.slug(), slug); + assert!(!registry.vendor(id).is_unknown_bucket()); + } + // D2 applied in the vendor tables: the seed's slug is not producible. + assert!(registry.vendor_id("langgraph").is_none()); + for bucket in ["unknown:genai", "unknown:openinference", "unknown:other"] { + let id = registry.vendor_id(bucket).expect("bucket"); + assert!(registry.vendor(id).is_unknown_bucket()); + assert!(registry.vendor(id).candidates().is_empty()); + } + } + + /// Plan §6: "every rule key/prefix survives the generated prefilter". + /// `validate` enforces it at build; this states it as a test in its own right and + /// adds the negative direction. + #[test] + fn prefilter_is_self_consistent() { + let registry = registry(); + for key in registry.keys() { + assert!(registry.references_key(key), "prefilter dropped {key}"); + assert_eq!(registry.probe(key).key_id, registry.key_id(key)); + } + for (index, prefix) in registry.prefixes().iter().enumerate() { + let probed = registry.probe(&format!("{prefix}suffix")); + assert!( + probed.prefix_bits & (1 << index) != 0, + "prefilter dropped prefix {prefix}" + ); + } + for key in ["http.request.method", "db.system", "", "x", "service.port"] { + assert!(!registry.references_key(key), "{key} should not survive"); + } + } + + /// `VENDORS` is the resolution order: it must cover every non-bucket + /// variant exactly once (the build panics otherwise; stated here as a test + /// in its own right), and the unknown tier keeps its internal order. + #[test] + fn resolution_order_covers_the_vendor_set() { + let mut seen: Vec = VENDORS.iter().map(|def| def.id).collect(); + assert_eq!(seen.len(), 21); + seen.sort_unstable(); + seen.dedup(); + assert_eq!(seen.len(), 21, "every vendor appears exactly once"); + assert!(seen.iter().all(|id| !id.is_unknown_bucket())); + // The unknown tier's internal order: v1's, plus the phase-2 X1 + // `input.value`/`output.value` rule. Its slot is load-bearing — it must sit + // between the `openinference.span.kind` rule and the bare `llm.` rule, so an + // OpenInference-dialect span keeps the openinference bucket instead of falling + // into the `unknown:other` catch-all (see the rule's comment and + // `input_output_values_with_llm_namespace_bucket_as_openinference`). + let buckets: Vec = UNKNOWN_TIER.iter().map(|rule| rule.bucket).collect(); + assert_eq!( + buckets, + [ + VendorId::UnknownGenai, + VendorId::UnknownOpeninference, + VendorId::UnknownOpeninference, + VendorId::UnknownOther, + VendorId::UnknownOther, + VendorId::UnknownOther, + ] + ); + } +} diff --git a/apps/ingest/src/ai_vendors.rs b/apps/ingest/src/ai_vendors.rs new file mode 100644 index 000000000..24a462bad --- /dev/null +++ b/apps/ingest/src/ai_vendors.rs @@ -0,0 +1,4814 @@ +//! The AI vendor rule tables — vendor knowledge as code, now with genuine Rust +//! predicates (write-side plan v2 §1). +//! +//! One block per vendor: a `detect` **function** over [`SpanCtx`], ordered +//! session-key candidates whose `authority` is likewise a function, declared +//! prefilter hints, and decoy values. The rule *content* is still the 1:1 +//! transcription from the retired `registry.json` artifact (registry_version 1), +//! which was compiled from the 20 wire-verified seeds in trace-capture +//! (`frameworks//registry-seed.yaml`) plus one synthesized vendor. Each +//! block carries its seed provenance and the seed review's justifications and +//! caveats as doc comments — the review record lives next to the code that acts +//! on it. The wire evidence itself (captures, NOTES.md, verify-seed.ts) stays in +//! trace-capture. +//! +//! **Phase 1 transcribed; phase 2 fixed.** The first pass reproduced the v1 +//! matcher semantics exactly — every `detect` was the OR of that vendor's old +//! matchers, with the old *insufficient* scope/resource matchers folded in as +//! `(sufficient_evidence) || (insufficient_evidence && attr_evidence)`, a +//! conjunct subsumed by `attr_evidence` alone and written out only as the record +//! of where a real gate had to go. Phase 2 (2026-08-13) went through every vendor +//! against its seed's `algebra_violations` and the fix queue and turned those +//! spots into genuine conjunctions, negations and value tests: generic scopes and +//! bare English keys are now guarded by vendor evidence, the rename-proof +//! fingerprints v1 could not express are live, and each block's doc comment +//! carries the adjudication (SHIPPED / DECLINED with wire evidence / DEFERRED +//! with the reason). Items still deferred are dated and point at the decision +//! that deferred them — there are deliberately no `TODO(phase-2)` markers left. +//! Classification is no longer byte-identical to v1; the fixture replay, the +//! corpus goldens and the FP ceilings are what pin the differences. +//! +//! ## Mapping from the retired phase-1 encoding +//! +//! * matcher (`class` + `PredicateDef`) → a call on the [`SpanCtx`] accessor the +//! class named: `Attr` → [`SpanCtx::attr`]/[`SpanCtx::has_attr`]/ +//! [`SpanCtx::any_attr_prefix`], `Resource` → [`SpanCtx::resource`], +//! `Scope`+`scope.name` pseudo-key → [`SpanCtx::scope_name`], span-name eq → +//! [`SpanCtx::span_name`]. Class-directed lookup is therefore encoded in +//! *which accessor the function calls* — a predicate that read only span +//! attributes still reads only span attributes. +//! * `sufficient: true` → an unguarded disjunct of `detect`; +//! `sufficient: false` → the `(insufficient && attr_evidence)` conjunct. +//! * the global priority ladder → the order of the [`VENDORS`] slice +//! (first-match-wins; rationale on the slice), with the unknown tier +//! ([`UNKNOWN_TIER`], its v1 internal order) evaluated only when no vendor +//! matched. +//! * `AuthorityDef::AnyOf` → a plain `||` inside the authority function. +//! +//! Two vendor-set facts are baked in and not to be re-litigated (plan D2/D3): +//! `langgraph` is folded into `langchain`, and `openinference-openai` exists as +//! a synthesized vendor for the shared instrumentor scope. +//! +//! Interning of the declared hints, the generated prefilter and the validation +//! of these tables happen in [`crate::ai_registry`]; evaluation lives in +//! [`crate::ai_classifier`]. + +use crate::ai_classifier::SpanCtx; + +/// The rules version stamped on every examined span (`AiRulesVersion`), including +/// non-AI ones. `0` is reserved for pre-rollout / flag-off rows, so this must +/// never be zero. Bump it on ANY semantic change to the tables in this module and +/// record the change in the changelog below — the rollup keeps +/// `RowRulesVersionMin/Max` per hour, so the version is what makes "these counts +/// were computed by v7 rules" auditable (write-side plan v2 §6, Rule lifecycle & +/// validation). +/// +/// The changelog counts from **deployment**, not from development churn: a +/// version is a claim about rows already in the warehouse ("these counts were +/// computed by v7 rules"), and nothing here has ever been deployed, so the whole +/// pre-rollout pass is one version. Once v1 ships, that stops: any semantic +/// change to these tables after the first deploy bumps the constant and adds an +/// entry below, even a change that "only fixes a bug" — especially then, since a +/// fix is exactly what makes two hours of rows incomparable. +/// +/// Changelog: +/// +/// * `1` — the initial production ruleset: the 20 wire-verified seeds + +/// `openinference-openai`, **including** the phase-2 predicate fixes. Two +/// pre-rollout passes fed into it and neither bumped the version: +/// - the transcription of the retired `registry.json` artifact (its +/// `registry_version` 1; same emitted-column semantics) and the ENGINE rework +/// that followed (predicates as code, ordered first-match resolution), which +/// changed the rule representation and not one classification outcome — the +/// fixture goldens were byte-identical across it; +/// - the phase-2 RULE fixes, which *did* change outcomes, deliberately, one +/// reviewed golden diff at a time (trace-capture `docs/phase2-fix-queue.md`): +/// vercel_ai_sdk's scope-gated `ai.*` evidence (the `ai.eve.turn` false +/// positives eliminated, the `gen_ai`-scope true positives recovered), +/// litellm reduced to a scope-only detect, langchain's dropped resource +/// clause, crewai's bare-key conjunctions + foreign-OpenInference refusal + +/// broadened session authority, agno's presence-gated `session.id` branch, +/// haystack's exact span-name set, llamaindex's event-borne detect and +/// event-sourced run id, claude_agent_sdk's dot-boundary scope family and +/// conjunctive span-name/value-set clauses, pydantic_ai's UUIDv7-conditional +/// conversation-id granularity + hardened logfire tier, google_adk's +/// `invoke_workflow` authority disjunct, effect_ai's split span-name tier with +/// the ecosystem-evidence guard, spring_ai's Boot-scope conjunct, +/// semantic_kernel's scope prefix families + narrowed bare `sk.` key + +/// `FinishReason.` fallback, microsoft_agent_framework's provider value-prefix +/// and guarded plumbing prefixes, strands' guarded `event_loop.`, flue's +/// delegated-prompt authority guard, and the unknown tier's +/// `input.value`/`output.value` co-evidence rule. +pub const RULES_VERSION: u32 = 1; + +/// The closed vendor set. A classification result is one of these — there is no +/// constructor from a string, so minting an unlisted slug (the +/// LowCardinality-cardinality and tenant-amplification bug the plan calls out) is +/// not expressible. Discriminants are the index into [`VENDORS`] + +/// the unknown buckets, in declaration order; the classifier packs them into +/// `u64` bitmasks via [`VendorId::index`]. +/// +/// The `Unknown*` variants are the reserved `unknown:` fingerprint buckets: they +/// are vendors for resolution purposes but carry no session-key rules, and no +/// seed may mint one (see [`UNKNOWN_TIER`]). +#[derive(Clone, Copy, PartialEq, Eq, PartialOrd, Ord, Hash, Debug)] +#[repr(u16)] +pub enum VendorId { + Agno = 0, + ClaudeAgentSdk = 1, + Crewai = 2, + Dspy = 3, + EffectAi = 4, + Flue = 5, + GoogleAdk = 6, + Haystack = 7, + Langchain = 8, + Litellm = 9, + Llamaindex = 10, + Mastra = 11, + MicrosoftAgentFramework = 12, + OpenaiAgentsSdk = 13, + OpeninferenceOpenai = 14, + PydanticAi = 15, + SemanticKernel = 16, + Smolagents = 17, + SpringAi = 18, + Strands = 19, + VercelAiSdk = 20, + UnknownGenai = 21, + UnknownOpeninference = 22, + UnknownOther = 23, +} + +impl VendorId { + /// Number of vendors including the unknown buckets. + pub const COUNT: usize = 24; + + /// The bitmask/table index — discriminant order. + pub fn index(self) -> usize { + self as usize + } + + /// The row-column slug. `unknown:*` names are reserved for the buckets. + pub fn slug(self) -> &'static str { + match self { + Self::Agno => "agno", + Self::ClaudeAgentSdk => "claude_agent_sdk", + Self::Crewai => "crewai", + Self::Dspy => "dspy", + Self::EffectAi => "effect_ai", + Self::Flue => "flue", + Self::GoogleAdk => "google_adk", + Self::Haystack => "haystack", + Self::Langchain => "langchain", + Self::Litellm => "litellm", + Self::Llamaindex => "llamaindex", + Self::Mastra => "mastra", + Self::MicrosoftAgentFramework => "microsoft_agent_framework", + Self::OpenaiAgentsSdk => "openai_agents_sdk", + Self::OpeninferenceOpenai => "openinference-openai", + Self::PydanticAi => "pydantic_ai", + Self::SemanticKernel => "semantic_kernel", + Self::Smolagents => "smolagents", + Self::SpringAi => "spring_ai", + Self::Strands => "strands", + Self::VercelAiSdk => "vercel_ai_sdk", + Self::UnknownGenai => "unknown:genai", + Self::UnknownOpeninference => "unknown:openinference", + Self::UnknownOther => "unknown:other", + } + } + + /// `true` for the reserved `unknown:` fingerprint buckets — vendors for + /// resolution purposes, but they carry no session-key rules. + pub fn is_unknown_bucket(self) -> bool { + matches!( + self, + Self::UnknownGenai | Self::UnknownOpeninference | Self::UnknownOther + ) + } +} + +/// The documented per-vendor session-key granularity (plan §1). `Session` is the +/// only granularity that resolves at state 6; the rest cap at state 5. +#[derive(Clone, Copy, PartialEq, Eq, Debug)] +pub enum Granularity { + Session, + Run, + User, + Instance, +} + +impl Granularity { + /// State 6 is reserved for `session` granularity; `run`/`user`/`instance` + /// resolve at state 5 (plan §2 step 5). + pub fn resolved_state(self) -> u8 { + match self { + Self::Session => 6, + _ => 5, + } + } +} + +/// One ordered session-key candidate (plan §2 step 5): the span's state is the +/// `max` over all candidates, and the hash comes from the candidate that produced +/// the winning state, ties broken by candidate order. +#[derive(Clone, Copy)] +pub struct SessionCandidateDef { + /// Span-local attribute key holding the identifier. Data, not code, so the + /// registry interns it automatically — it does not need declaring in the + /// vendor's `keys` hints. + pub key: &'static str, + /// Span-local predicate selecting session-authoritative spans; + /// `|_| true` = every span of the vendor is authoritative. Any attribute + /// key this function consults **must** be in the vendor's declared `keys`/ + /// `prefixes` hints (see [`VendorDef`]). + pub authority: fn(&SpanCtx) -> bool, + /// `non_empty` validation: an empty value is state 4, not resolved. + pub require_non_empty: bool, + /// `not_in_decoy_values` validation against the vendor's `decoy_values`. + pub reject_decoy_values: bool, + /// Span-EVENT attribute key read as the value source when the span-local + /// `key` is absent (phase-2 LL2; llamaindex is the first user). Exact key, + /// attr-first precedence, first event wins; validations apply to the event + /// value exactly as to the attribute value. `None` = span attributes only. + pub event_key: Option<&'static str>, + pub granularity: Granularity, + /// Value-conditional granularity (phase-2 P1; pydantic_ai is the first + /// user): when set, the resolved granularity is computed from the + /// VALIDATED value (non-empty / non-decoy checks have already passed) + /// instead of the static `granularity`, which then documents the + /// candidate's ceiling. Pure function of the value bytes — no context, so + /// it stays span-local, order-independent and transport-stable by + /// construction. `None` = the static granularity, which is every candidate + /// but pydantic_ai's conversation id today. + pub granularity_of_value: Option Granularity>, +} + +/// One vendor's rules. The doc comment on each `VendorDef` const is the seed +/// review's record: provenance, justifications, decoy keys and caveats. +/// +/// # The detection contract +/// +/// `detect` is an arbitrary span-local boolean predicate over [`SpanCtx`]. Two +/// structural requirements keep the classifier's fast path sound: +/// +/// * **Declared prefilter hints.** Predicates are opaque, so the prefilter and +/// the candidate dispatch are built from `keys`/`prefixes`/`span_names`: +/// every exact attribute key `detect` or an `authority` function consults (on +/// *any* of the three lists), every key prefix it scans, and every exact span +/// name it compares must be declared. An undeclared key is invisible to the +/// fast path; the indexed-vs-direct differential turns that drift into a test +/// failure over the fixture/corpus (see `ai_classifier`'s module docs). +/// Session-candidate keys are data and interned automatically. +/// * **Monotone in span evidence.** The scope hoist evaluates `detect` once +/// with an empty span; a `true` there is reused for every span of the scope. +/// Every current predicate is monotone: they are ORs of positive tests, and +/// the phase-2 conjunctions only ever *narrow* a disjunct, which cannot make +/// an empty span match where a fuller one does not. +/// +/// Two phase-2 negations exist and neither breaks the shortcut: crewai's +/// detect refuses a foreign `openinference.instrumentation.` scope, which is +/// negation on SCOPE evidence (constant across the hoist), and flue's +/// conversation-id `authority` rejects `flue.task.id`, which is a session +/// candidate — authorities are evaluated per span and never hoisted. +/// DEFERRED, 2026-08-13: a `detect` that negates SPAN evidence would still +/// need a per-vendor opt-out from the hoist. None was written in phase 2 and +/// none is planned, so the opt-out stays unbuilt rather than speculative — +/// this note is the contract that has to be honoured if one ever lands. +#[derive(Clone, Copy)] +pub struct VendorDef { + pub id: VendorId, + /// The span-local detection predicate (plan v2 §1). + pub detect: fn(&SpanCtx) -> bool, + /// Every exact attribute key the vendor's predicates consult. + pub keys: &'static [&'static str], + /// Every attribute-key prefix the vendor's predicates scan. + pub prefixes: &'static [&'static str], + /// Every exact span name the vendor's predicates compare against. + pub span_names: &'static [&'static str], + pub session_candidates: &'static [SessionCandidateDef], + /// Literal values a candidate must not resolve to (`not_in_decoy_values`). + pub decoy_values: &'static [&'static str], +} + +/// An unknown-tier fingerprint: classifies a span as AI (into a reserved +/// `unknown:*` bucket) when no vendor matched. Span-local; same declared-hint +/// contract as [`VendorDef`]. +#[derive(Clone, Copy)] +pub struct UnknownRuleDef { + pub bucket: VendorId, + pub detect: fn(&SpanCtx) -> bool, + pub keys: &'static [&'static str], + pub prefixes: &'static [&'static str], +} + +/// Every vendor, in **resolution order**: the slice is evaluated +/// first-match-wins per span (write-side plan v2 §1), so the order is +/// load-bearing wherever two vendors' evidence co-occurs on one span. It is +/// derived from the retired v1 priority ladder — specifically, the ordering that +/// ladder actually produced on every overlapping span of the corpus, the +/// vendored classification fixture and the adversarial fixture — +/// which reduces to two principles: +/// +/// * **Specific instrumentor scopes before generic dialect families.** A vendor +/// claimed by its own library-owned scope (or, for mastra, its self-minted +/// resource) must outrank another vendor's attr evidence riding under that +/// scope — v1's `3xxxx` sufficient band beat every `2xxxx` attr hit. +/// `claude_agent_sdk` leads because the adversarial fixture pins its scope +/// against five other vendors' attrs on one span +/// (`oversized/spilled_registry_keys`), and the three vendors with no +/// standalone scope/resource evidence at all (`effect_ai`, `spring_ai`, +/// `vercel_ai_sdk` — dialect families detected by span evidence alone) come +/// last, in their v1 attr-priority order. +/// * Within that, vendors keep their v1 sufficient-matcher priority order, with +/// two placements pinned by the adversarial fixture: `mastra` precedes `agno` +/// (mastra's self-minted resource beat agno's `agno.` attr family) and +/// `openinference-openai` precedes `crewai` (its scope beat crewai's bare +/// `task_key` attr). +/// +/// Real wire data never exercises the order: the at-most-one-vendor tests hold +/// with **zero** overlapping spans over the vendored fixture and the whole +/// corpus (10,886 spans), before and after phase 2. Only the adversarial +/// fixture constructs multi-vendor spans, and this order reproduces the v1 +/// ladder's winner on every one of them. +/// +/// Phase 2's conjunctions shrank that set — crewai's guarded `task_key` no +/// longer contests `openinference.instrumentation.openai`'s scope, for one — +/// and **4 constructed spans still carry two or more vendors' evidence** +/// (measured 2026-08-13): `cross_vendor/mastra_resource_vs_agno_attr`, +/// `cross_vendor/two_attr_bands`, +/// `cross_vendor/sufficient_scope_with_foreign_system` and +/// `oversized/spilled_registry_keys`. DEFERRED, deliberately: each is a genuine +/// collision between two vendors' *own* namespaced evidence stapled onto one +/// span (mastra's self-minted resource vs `agno.`; `spring.ai.` vs `mastra.`; +/// google_adk's scope vs `gen_ai.system=langchain`), so removing the overlap +/// would mean weakening a rule that is correct in isolation, on evidence no +/// wire capture has ever produced. The order stays load-bearing for exactly +/// those shapes, which is why it is written down here and pinned by the +/// fixture. +pub const VENDORS: &[VendorDef] = &[ + CLAUDE_AGENT_SDK, + DSPY, + FLUE, + GOOGLE_ADK, + HAYSTACK, + LANGCHAIN, + LITELLM, + LLAMAINDEX, + MASTRA, + AGNO, + MICROSOFT_AGENT_FRAMEWORK, + OPENAI_AGENTS_SDK, + OPENINFERENCE_OPENAI, + CREWAI, + PYDANTIC_AI, + SEMANTIC_KERNEL, + SMOLAGENTS, + STRANDS, + EFFECT_AI, + SPRING_AI, + VERCEL_AI_SDK, +]; + +/// The reserved `unknown:` buckets, in [`VendorId`] discriminant order — they +/// occupy the table slots after [`VENDORS`]. +pub const UNKNOWN_BUCKETS: &[VendorId] = &[ + VendorId::UnknownGenai, + VendorId::UnknownOpeninference, + VendorId::UnknownOther, +]; + +/// Seed: frameworks/agno/registry-seed.yaml +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `agno.agent.id` (wire): The Agent object's id (agno/_runs_wrapper.py:168). CONSTANT across +/// all 6 traces of agno_user ("user-assistant") — the single most convincing false session +/// key in this framework: root-only, stable across turns, stable across the whole process, +/// and adjacent to the real key in the same namespace. It is agent identity: two concurrent +/// users of the same Agent share it. +/// +/// * `agno.team.id` (wire): Team analogue of agno.agent.id ("research-orchestrator", +/// _runs_wrapper.py:145). Same trap, and it is the key on the agno_agents ROOT span, so a +/// root-only reader is maximally likely to grab it. +/// +/// * `graph.node.id` (wire): Looks like a durable node identity but is regenerated per +/// execution (_generate_node_id() at every start_span): 6 distinct values for the SAME agent +/// across agno_user's 6 turns. Per-run, not per-node and not per-session. +/// graph.node.parent_id points at another such ephemeral id. +/// +/// * `service.instance.id` (wire): OTel-SDK-minted uuid4, one per PROCESS. Constant within a +/// capture and session-shaped, but it is process identity — in a long-lived server it is +/// constant across every session forever. +/// +/// * `llm.input_messages.N.message.tool_calls.M.tool_call.id` (wire): Provider tool-call ids +/// echoed into the message history; they repeat across the HITL request/resume span pair, +/// which makes them look like a correlation key. They correlate one tool call, not a session. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * `session_id_default_is_instance_granularity`: The corpus' sharpest session trap. +/// agno/agent/_session.py:52-58 mints a uuid4 when no session_id is passed AND assigns it +/// back to the Agent instance ('sticky'), so session.id is ALWAYS present (verdict A) but in +/// a long-lived server sharing one Agent object it is a single constant for every user and +/// every conversation, indistinguishable on the wire from a well-behaved per-conversation id. +/// No validation token can detect this — it is well-formed, non-empty and not a sentinel. +/// NOTES.md previously claimed the key appears only when the app passes session_id=; the +/// source says otherwise and this seed follows the source. +/// +/// * `continue_run_is_uninstrumented`: openinference-instrumentation-agno 1.0.1 wraps the four +/// _run entry points and nothing on the resume path, so agent.continue_run() — agno's OWN +/// native HITL completion call — emits no AGENT span. Its LLM and tool spans surface as +/// parentless roots in fresh traces with neither session.id nor agno.run.id. In agno_user +/// this is 3 spans / 3 traces (33% of the traces, 100% of the approval-execution evidence). +/// The denied turn's rejection and the approved turn's actual delete_file execution are both +/// stranded. This is a fixture of a real upstream gap, not a harness artefact. +/// +/// * `context_leak_merges_top_level_runs`: The instrumentor uses start_span + +/// use_span(end_on_exit=False) and does not detach cleanly on the async path, so a subsequent +/// top-level run inherits the previous run's context. In agno_agents summary_agent.arun (a +/// completely separate await summarizer.arun call) is parented to research_orchestrator.arun +/// and the whole process lands in ONE trace — with the child STARTING 3 ms AFTER its parent +/// ENDED (parent +0..12245 ms, child +12248..15391 ms). Consumers must tolerate children +/// whose time range falls outside the parent's, parent durations that do not bound their +/// subtree, and unrelated sibling runs silently merged. This also produces the root_middle +/// arrival: the root ends before its last children. +/// +/// * `root_middle_arrival`: agno_agents is the corpus' root-middle case: the root +/// research_orchestrator.arun arrives in record seq 2 of 4 because it ended before +/// summary_agent.arun (which the context leak reparented under it) even started. A root- +/// anchored ingest path would have to buffer past the root's arrival, not just until it — the +/// assumption 'the root is the last span of its trace' fails here in the opposite direction +/// from BatchSpanProcessor's usual root-last ordering. +/// +/// * `token_count_total_only_on_ainvoke`: llm.token_count.total is set ONLY in the ainvoke +/// wrapper (_model_wrapper.py:519-520); the invoke, invoke_stream and ainvoke_stream wrappers +/// omit it while all four set prompt/completion. Wire-confirmed: 0/9 LLM spans in agno_user +/// (sync run()) vs 9/9 in agno_agents (async arun()). Any dashboard reading +/// llm.token_count.total silently reports zero total tokens for every synchronous agno app; +/// prompt+completion must be summed instead. +/// +/// * `span_names_do_not_identify_the_model`: LLM span names are the agno CLASS +/// (OpenRouter.invoke / OpenRouter.ainvoke) for every model — agno_agents mixes +/// openai/gpt-4o-mini (6) and anthropic/claude-haiku-4.5 (3) under one span name. Only +/// llm.model_name carries the truth, and llm.provider is the agno class name 'OpenRouter', +/// not a semconv provider value. Reinforces that span-name rules are useless here (and this +/// seed writes none). +/// +/// * `zero_gen_ai_by_default`: Under default config agno emits NOT ONE gen_ai.* attribute +/// across all 37 spans — it is a pure OpenInference-dialect framework. Any ingest path that +/// keys AI-ness on gen_ai.operation.name sees zero agno spans. Only the openinference-genai- +/// semconv variant changes this, and it is off by default. +/// +/// * `all_spans_internal_no_events`: 37/37 spans are kind=1 (INTERNAL); no SERVER/CLIENT spans, +/// no span events, no logs, no metrics. The one ERROR span (fetch_transport_data, code=2 with +/// message 'transport data service unavailable (503)') is native agno: the tool raises, +/// FunctionCall records the failure, the parent AGENT span stays OK and the run degrades +/// gracefully. Span kind carries zero classification signal. +/// +/// * `attribute_typing_is_mixed`: Unlike the Java frameworks, values keep their OTLP types: +/// token counts arrive as intValue, llm.tools.N.tool.json_schema / llm.invocation_parameters +/// / tool.parameters / agno.tools as JSON stringValue. Canonical stringification (the +/// verifier's rule) is what makes eq() comparable across them. +/// +/// Config variants that change the wire shape (`openinference-genai-semconv`, `using-session- +/// context-manager`): recorded in full in the seed's `variants:` block — re-read it before +/// touching this vendor's rules. +pub const AGNO: VendorDef = VendorDef { + id: VendorId::Agno, + detect: detect_agno, + keys: &["openinference.span.kind", "session.id"], + prefixes: &["agno.", "agno.workflow."], + span_names: &[], + session_candidates: &[ + // verdict: A. + SessionCandidateDef { + key: "session.id", + authority: agno_session_id_authority, + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::Session, + granularity_of_value: None, + }, + // verdict: A. + SessionCandidateDef { + key: "agno.run.id", + authority: agno_session_authority, + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::Run, + granularity_of_value: None, + }, + ], + decoy_values: &[], +}; + +fn detect_agno(s: &SpanCtx) -> bool { + // owned_by: library, source: wire. + // The scope name is the instrumentor's own module path, passed as get_tracer(__name__, + // __version__, tracer_provider) in openinference/instrumentation/agno/__init__.py — + // library-owned, namespaced, per-package (each openinference-instrumentation-* artifact + // gets its own scope, so there is no cross-vendor collision inside the OpenInference + // family). It catches 17/17 + 20/20 spans, including the 11 + 15 LLM/TOOL spans that + // carry no agno.* attribute at all and the 3 continue_run orphans. The instrumentor + // only wraps agno agent/team/workflow/tool/model entry points, so no non-AI span can + // land in this scope. + s.scope_name() == "openinference.instrumentation.agno" + // source: wire. + || s.any_attr_prefix("agno.") +} + +/// Authority for `agno.run.id`: AGENT-kind spans, or the workflow-key +/// population (a v1 `AnyOf`, now a plain `||`). No presence branch here — +/// `agno.run.id` is written only by _runs_wrapper.py:350-351 / +/// _workflow_wrapper.py:176 and never spread by the context mechanism, so a +/// presence branch would be dead code. +fn agno_session_authority(s: &SpanCtx) -> bool { + s.attr("openinference.span.kind") == Some("AGENT") || s.any_attr_prefix("agno.workflow.") +} + +/// Authority for `session.id`: [`agno_session_authority`] plus a presence-gated +/// branch (phase-2 A3, integration decision). Under the seed's +/// using-session-context-manager variant, get_attributes_from_context() splices +/// session.id onto LLM and TOOL spans too (_model_wrapper.py:370,427,498,561, +/// _tools_wrapper.py:101,161) — the only customer-side mechanism that puts a +/// session key on the continue_run orphans — and the v1 authority reported +/// those spans state 2 with a valid key in hand. The branch is presence-gated, +/// so state-3 reachability is preserved (an AGENT span missing the key still +/// reports 3, and a span matching only this branch has the key by construction, +/// landing at 4 or 6). Golden-neutral: under default config session.id lives +/// only on AGENT spans (6/17 + 5/20 wire). Deviates from the seed's recorded +/// "not self-referential" rationale — documented in the seed caveat. +fn agno_session_id_authority(s: &SpanCtx) -> bool { + agno_session_authority(s) || s.has_attr("session.id") +} + +/// Seed: frameworks/claude_agent_sdk/registry-seed.yaml +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `prompt.id` (wire): Log records only (20/20 and 29/29). A bare uuid4 that is stable for +/// the whole of one user turn — session-shaped and adjacent to session.id in the same +/// attribute set, but claude_agent_sdk_user shows 6 distinct values under one session. +/// Joining on it fragments a conversation into turns. +/// +/// * `agent_id` (wire): Opaque 17-hex subagent instance id on 7/32 llm_request and 3/32 tool +/// spans in claude_agent_sdk_agents (4 distinct values, one per worker). Identifies a +/// subagent invocation inside one session; the human-readable role lives on the PARENT tool +/// span as subagent_type. Never a session. +/// +/// * `user.account_uuid` (wire): Wire-observed in captures/claude_agent_sdk_probe/_probe2 +/// (first-party auth), on every span. A bare UUID sitting next to session.id in the same base +/// attribute set — maximally session-shaped, and actually the ACCOUNT identity: constant for +/// the life of the account. The same applies to its companions organization.id, +/// user.account_id and user.email (the last is PII and must not be indexed). +/// +/// * `tool_use_id` (wire): Log records only (5/20 and 14/29). Anthropic toolu_* id; correlates +/// a tool_decision to its tool_result, not a session. +/// +/// * `client_request_id` (wire): Wire-observed on llm_request in the probe captures (absent +/// through an LLM gateway). Per-HTTP-attempt id — the finest granularity in the dialect. +/// +/// Harness-only keys in the fixture captures (not framework signal): `capture.id`, +/// `deployment.environment`, `service.name`. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * `telemetry_is_the_cli_not_the_sdk`: The Claude Agent SDK emits nothing. query() spawns the +/// Claude Code CLI and the CLI is the OTel producer, so 100% of the configuration surface is +/// environment variables passed through options.env — and in TypeScript options.env REPLACES +/// the child environment rather than merging it (Python merges), so a customer who sets env +/// without spreading process.env silently loses PATH, auth and every OTEL_* var. Version skew +/// is a live risk: the SDK ships a bundled CLI (2.1.141 here) that differs from the machine's +/// (2.1.154), and the dialect version travels in the scope, not the package. +/// +/// * `trace_per_turn_not_per_session`: There is NO session-spanning root span. Six turns +/// produced six traces sharing one session.id; a subagent fan-out stays inside its turn's +/// trace. Any product view that equates 'trace' with 'conversation' is wrong for this vendor +/// — the conversation is the session.id group-by, and that group-by is the ONLY thing holding +/// the turns together. +/// +/// * `root_arrives_last_every_time`: 4/4 multi-batch traces are root-last, and the +/// claude_agent_sdk_agents trace arrived across EIGHT OTLP records with its +/// claude_code.interaction root in record 8 of 8 (seq 24) — 19.4 s after the trace began. +/// This is BatchSpanProcessor semantics (spans queue on end, parents end last), not a quirk. +/// Any per-trace decision keyed on the root is structurally impossible. It costs nothing here +/// because every span carries both the classifier and the session key, so all 7 traces are +/// classified AND session-keyed in their first record. +/// +/// * `approval_outcome_is_span_invisible`: claude_code.tool.blocked_on_user reports +/// decision=unknown, source=unknown for every APPROVED call (7/7 in agents, 2/3 in user); +/// only the DENIED call shows decision=reject. The true outcome is in the tool_decision LOG +/// record (accept/user_temporary vs reject/user_reject). The span-only signal for approval is +/// structural: an approved call has a claude_code.tool.execution child, a denied one has +/// none. HITL is therefore not expressible in this seed's predicate algebra at all. +/// +/// * `numbers_are_strings`: Almost every numeric and boolean value arrives as OTLP stringValue +/// — input_tokens="1228", success="true", duration_ms="3356", attempt="1" — and +/// gen_ai.response.finish_reasons arrives as the JSON-ish string ["end_turn"], not an +/// arrayValue. Duration is duplicated and stringly typed: duration_ms on tool/ +/// llm_request/tool.execution/tool.blocked_on_user, interaction.duration_ms on the root (the +/// root does NOT carry duration_ms), alongside the real start/end timestamps. +/// +/// * `provider_attribution_is_wrong`: gen_ai.system is the hardcoded literal "anthropic" on +/// every llm_request (source zv7), regardless of where the request actually went — every call +/// in these captures was served by OpenRouter via ANTHROPIC_BASE_URL. gen_ai.request.model / +/// model carry the truth (anthropic/claude-haiku-4.5, anthropic/claude-sonnet-4.5). Provider +/// attribution keyed on gen_ai.system is silently wrong for any LLM-gateway deployment, which +/// is the normal enterprise setup for this CLI. +/// +/// * `mcp_tool_name_placeholder_in_logs`: tool_decision and tool_result log records report +/// tool_name="mcp_tool" for EVERY MCP tool (source B7(): any name starting with mcp__ +/// collapses to the literal mcp_tool), and mcp_server.name / mcp_tool.name are the literal +/// "custom" unless the server is on an internal allowlist. The real identity is only in +/// tool_parameters ({"mcp_server_name":"tracetools","mcp_tool_name":"get_weather"}). SPANS +/// are unaffected — claude_code.tool carries the fully-qualified +/// mcp__tracetools__get_weather. Log-derived tool metrics will collapse every MCP tool into +/// one bucket. +/// +/// * `no_telemetry_sdk_resource_attrs`: The resource is built from scratch by Fc7() +/// (resourceFromAttributes + osDetector + host.arch + envDetector), never from +/// defaultResource(), so telemetry.sdk.name / .language / .version are ABSENT — 55/55 spans, +/// 49/49 log records and every metric block carry exactly {service.name, service.version, +/// os.type, os.version, host.arch} plus whatever OTEL_RESOURCE_ATTRIBUTES adds. No SDK- +/// language signal is available to ingest, and service.version (2.1.154) is the CLI version, +/// which is also the logs/metrics scope version — a usable cross-check. +/// +/// * `subagent_nesting_is_real`: Subagent spans hang off the orchestrator's +/// claude_code.tool.execution for that Agent/Task call, so a 4-worker delegation is ONE +/// 32-span trace with real parent links, and the three parallel workers genuinely overlap on +/// the wire (weather 2741→ 5393 ms, transport 3350→6372 ms, budget 3066→8586 ms from +/// interaction start). The SDK option is named `Task` but the tool surfaces in spans and +/// messages as `Agent`; the readable role is subagent_type on the parent claude_code.tool +/// span (4/7), while the child spans carry only the opaque agent_id. +/// +/// * `error_representation`: The only ERROR-status span in the corpus is the native +/// claude_code.tool.execution for fetch_transport_data: status {code: 2, message: "transport +/// data service unavailable (503)"} plus success="false" and an `error` attribute — set by +/// the CLI itself, with no harness involvement. There are ZERO exception span events; the +/// only span event in the dialect is gen_ai.request.attempt. Failed LLM calls instead produce +/// llm_request spans with success=false/error/status_code plus api_error LOG records (wire- +/// observed in the probe captures). +/// +/// * `pruned_agents_capture`: claude_agent_sdk_agents was pruned after the review's first pass: +/// a superseded failed run (28 spans, llm_request 404 error spans from OpenRouter dropping +/// anthropic/claude-3.5-haiku) was removed, leaving the 25 records / 32 spans / 1 trace +/// recorded in `captures:` above. NOTES.md's older 41-record / 60-span / 2-trace description +/// is the pre-prune superset and has been corrected. +/// +/// * `probe_captures_excluded`: captures/claude_agent_sdk_probe and _probe2 (3 records each) +/// are deliberately NOT in `captures:` and not in the goldens. They are cited as source: wire +/// evidence for the firstparty-identity variant (organization.id / user.email / +/// user.account_uuid / user.account_id / client_request_id on every span) and for the +/// api_error log event, neither of which the golden captures exercise. +/// +/// Rejected fingerprint, wire-checked 2026-08-13: `gen_ai.system == "anthropic"` must never +/// become a claude matcher — openrouter carries 153 `gen_ai.system="anthropic"` spans (plus +/// 1,477 `openai`, 8 `moonshotai`), a proven 153-span FP; this vendor's own llm_request spans +/// hardcode the literal regardless of the actual provider (see `provider_attribution_is_wrong` +/// below). No clause here reads the key. +/// +/// Config variants that change the wire shape (`traces-off`, `session-id-off`, `firstparty- +/// identity`, `beta-tracing-detailed`): recorded in full in the seed's `variants:` block — re- +/// read it before touching this vendor's rules. +pub const CLAUDE_AGENT_SDK: VendorDef = VendorDef { + id: VendorId::ClaudeAgentSdk, + detect: detect_claude_agent_sdk, + keys: &["span.type", "service.name"], + prefixes: &[], + span_names: &[], + session_candidates: &[ + // verdict: A. + SessionCandidateDef { + key: "session.id", + authority: claude_agent_sdk_session_authority, + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::Session, + granularity_of_value: None, + }, + // verdict: A. + SessionCandidateDef { + key: "user.id", + authority: claude_agent_sdk_session_authority, + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::User, + granularity_of_value: None, + }, + ], + decoy_values: &[], +}; + +// Phase 2 (fix-queue C1–C3, integration decisions): three ordered clauses replace +// the v1 block's three scope eq matchers (→ clause 1), the seven UNGUARDED +// `span.type` eq attr matchers (→ clauses 2+3), and the standalone insufficient +// `service.name=claude-code` resource matcher, whose only v1 role was conditional +// promotion by a span.type hit — clause 3 IS that conjunction, written honestly. +fn detect_claude_agent_sdk(s: &SpanCtx) -> bool { + // (1) Scope family — primary, library-owned. Hardcoded in the CLI bundle: + // HV() = trace.getTracer("com.anthropic.claude_code.tracing", "1.0.0") — the trace + // scope's version is the DIALECT version (1.0.0), stable across CLI releases; the + // LOG scope is getLogger("com.anthropic.claude_code.events", ) and the + // METRIC scope the bare getMeter("com.anthropic.claude_code", ) — + // neither carries spans, but maple's log/metric ingest needs the same vendor + // mapping and the family test covers all three. Wire: 23/23 claude_agent_sdk_user + // + 32/32 claude_agent_sdk_agents + 3/3 + 3/3 probe spans, all on the .tracing + // scope; the string "com.anthropic" appears in NO other corpus capture (grep, 58 + // dirs, 2026-08-13). Exact-or-dotted-prefix rather than bare starts_with (the + // dot-boundary narrowing is an integration decision): a future + // com.anthropic.claude_code. rename/addition classifies while an + // unrelated "com.anthropic.claude_codeX" sibling-product scope does not. Scope + // matching is hoisted per-ScopeSpans (never prefiltered per-attribute), so the + // prefix comparison needs no declared hint. [C1] + let scope = s.scope_name(); + if scope == "com.anthropic.claude_code" || scope.starts_with("com.anthropic.claude_code.") { + return true; + } + + // Every span this dialect emits carries `span.type` — the CLI's NvH() attribute + // builder stamps it into the startSpan attributes of every span type (seed + // key_at_root_start citation); wire: 61/61 spans across all four claude captures. + // Both fallback clauses below require it as dialect co-evidence, which is also + // what keeps them dispatch-covered: `span.type` is a declared key, so every span + // either clause can accept reaches this detector through the key hint (the + // span-name PREFIX in clause 2 is not declarable — `span_names` dispatch is + // exact-name only). + let span_type = s.attr("span.type"); + + // (2) Span-name namespace — rename-proof fingerprint for the scope-rewritten + // path. The `claude_code.` vendor namespace lives ONLY in span names (every + // attribute key in the dialect is bare). Wire: all 61 span names are + // claude_code.{interaction|llm_request|tool|tool.execution|tool.blocked_on_user}; + // no other corpus capture contains the string "claude_code." (grep, 58 dirs). + // Conjunctive with span.type presence — NOT unconditional as queue C2 wrote it — + // because span names are customer data in other dialects (crewai builds + // ".kickoff": a crew named "claude_code" would collide and break the + // at-most-one-vendor invariant). Zero recall cost: 61/61 wire spans carry both. + // [C2, tightened per the integration decision] + if s.span_name().starts_with("claude_code.") && span_type.is_some() { + return true; + } + + // (3) Guarded bare-key dialect match — scope AND name rewritten, native resource + // default preserved. `span.type` value set: 5 wire values plus `hook` + // (beta-tracing-detailed variant, source Pv7()) and `subagent.spawn` (source + // Dv7(); unreachable in CLI 2.1.154 — d5H() returns false — listed so the rule + // survives the flag flipping on; both per seed attr_matchers, kept in v2 by + // integration decision). Guard: Fc7() seeds service.name="claude-code" as the + // NATIVE DEFAULT (source_code citation — never on the corpus wire because the + // harness set OTEL_SERVICE_NAME; zero corpus spans carry the value, so zero FP + // surface today), then merges osDetector/hostDetector/envDetector on top, so + // OTEL_SERVICE_NAME / OTEL_RESOURCE_ATTRIBUTES wins. The conjunction removes the + // openrouter collision class the v1 TODO tracked: 4,094/4,097 openrouter spans + // carry `span.type` (values span|generation — disjoint anyway) AND + // service.name=openrouter, so they fail both operands. (The queue's older 3,539 + // figure was stale; 4,094 is the 2026-08-13 recheck.) [C2; C3's negation is + // subsumed by this conjunction] + matches!( + span_type, + Some( + "interaction" + | "llm_request" + | "tool" + | "tool.execution" + | "tool.blocked_on_user" + | "hook" + | "subagent.spawn" + ) + ) && s.resource("service.name") == Some("claude-code") +} + +fn claude_agent_sdk_session_authority(s: &SpanCtx) -> bool { + s.has_attr("span.type") +} + +/// Seed: frameworks/crewai/registry-seed.yaml +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `crew_key` (wire): An md5 of the crew's CONFIGURATION, not an identity: 7/25 and 6/17 +/// spans, a single value per capture. crew.py:879-883 computes it as an md5 over the pipe- +/// joined agent.key list plus task.key list — pure configuration text, no instance id — so +/// two different customers running the same published crew template produce the SAME crew_key +/// forever, and every run of one deployment shares it. Joining on it would merge unrelated +/// tenants' conversations. +/// +/// * `crew_id` (wire): uuid4 minted per Crew OBJECT (str(crew.id), _wrappers.py:482). It is +/// constant across all 6 turns here only because the fixture builds one Crew and calls +/// kickoff() once; a server that constructs a Crew per request gets a fresh value per RUN, +/// and a module-level Crew gets one value for the whole PROCESS lifetime. Instance +/// granularity masquerading as session granularity — the exact trap §3 warns about. +/// +/// * `task_key` (wire): md5 of the task's description + expected_output (task.py:596-601) +/// (6/25, 5/17, one distinct value per task). Stable across runs and across customers using +/// the same task text; identifies a task TEMPLATE, not an execution and not a session. +/// +/// * `task_id` (wire): uuid4 per Task object (6/25, 5/17). Sub-run granularity — six distinct +/// values inside one fixture 'conversation'. +/// +/// * `graph.node.id` (wire): The agent ROLE string ("Helpful Assistant", "weather_worker"). +/// Constant across every turn in crewai_user, so it looks like a stable correlation key; it +/// identifies an agent definition, not a session or user. +/// +/// * `coding_agent` (source_code): Set process-wide by CrewAI's CommonAttributesSpanProcessor +/// when product telemetry is enabled (telemetry.py:112-121, utils.detect_coding_agent). +/// Values are a closed set (claude_code | cursor | codex | vscode_terminal | non_interactive +/// | unknown) — an environment fingerprint of the machine, never an identity. Not observed +/// here (telemetry disabled). +/// +/// * `service.name` (wire): Harness-set here [H] (crewai-user-flow / crewai-orchestration); in +/// a real deployment it is the app's service name — process identity, never session identity. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * `two_mandatory_instrumentors`: A useful CrewAI trace requires TWO OpenInference packages, +/// and only one of them is crewai's. Installing openinference-instrumentation-crewai alone +/// yields CHAIN/AGENT/TOOL spans with zero token counts, zero model ids and zero prompts — +/// 52% and 47% of the spans in these captures (the entire LLM layer) come from openinference- +/// instrumentation-openai. CrewAI 1.x demoted LiteLLM to an optional extra and calls +/// providers through the native openai SDK, so openinference-instrumentation-litellm would +/// capture nothing; the correct pairing is version-dependent and will change again if CrewAI +/// switches client. +/// +/// * `crewai_product_telemetry_can_leak_into_customer_collectors`: CrewAI ships anonymous +/// product telemetry that is ON BY DEFAULT and installed at import time, exporting to a +/// hardcoded https://telemetry.crewai.com:4319 (telemetry/constants.py). Two consequences for +/// maple. (a) If the customer already installed a real TracerProvider, Telemetry.set_tracer() +/// (telemetry.py:254-268) does NOT create its own — CrewAI's `Crew Created` / `Crew +/// Execution` / `Task Execution` / `Tool Usage` / `Human Feedback` spans are then created by +/// the CUSTOMER's tracer under scope `crewai.telemetry` and shipped to the customer's +/// backend. This is the ordinary OpenInference setup order, so it is likely, not exotic. (b) +/// Regardless of which provider wins, CommonAttributesSpanProcessor is attached to the +/// customer's provider and stamps `coding_agent` on every span it emits. The only clean opt- +/// out is CREWAI_DISABLE_TELEMETRY=true set BEFORE crewai is imported (what this fixture +/// does); OTEL_SDK_DISABLED=true also works but kills the customer's own spans too. +/// +/// * `span_names_are_customer_data`: Every CrewAI span name is built from user-supplied +/// strings: `>.kickoff`, `.._execute_core`, +/// `.run`, `.`. Unnamed crews/flows fall back to a raw +/// uuid in the name (_wrappers.py:249, 267), making span name a high-cardinality, PII- +/// adjacent field. Combined with the algebra's lack of a suffix operator this rules span +/// names out both as matchers and as grouping keys. +/// +/// * `llm_model_attributes_disagree`: On the same ChatCompletion span, +/// llm.invocation_parameters reports "model": "gpt-4o-mini" (CrewAI strips a recognised +/// openai/ prefix before calling the SDK) while llm.model_name, read from the response, says +/// openai/gpt-4o-mini. The secondary model keeps anthropic/claude-haiku-4.5 in both. Neither +/// is reliably the id the customer passed. Additionally llm.system is the literal "openai" on +/// all 21 LLM spans including the 3 anthropic/claude-haiku-4.5 calls, because it names the +/// CLIENT SDK, not the provider — provider attribution keyed on llm.system is silently wrong. +/// llm.provider is not emitted at all. +/// +/// * `no_native_hitl_telemetry`: CrewAI's HITL (Task(human_input=True) -> HumanInputProvider) +/// emits NO span, NO span event and NO attribute — and crewai_user proves it: the two HITL +/// turns really did gate a destructive tool (turn 5 denied, turn 6 approved) yet their +/// subtrees are indistinguishable in shape from an ordinary tool turn (AGENT + 4 +/// ChatCompletion + 2 delete_file.run). Natively the pause is visible only indirectly: a TOOL +/// span whose output.value is APPROVAL_REQUIRED, then the user's reply reappearing inside a +/// later ChatCompletion span's llm.input_messages.N.message.content as "User feedback: …". +/// Nothing in this seed's algebra can detect a HITL gate. CrewAI's own product telemetry does +/// have a `Human Feedback` span (telemetry.py:1134) — reachable only via the leak path above. +/// Earlier revisions of this fixture papered over the gap with a harness +/// `human_approval_gate` span; it was removed on 2026-08-11 because the invisibility is the +/// fixture. +/// +/// * `memory_telemetry_is_events_not_spans`: The instrumentor's four memory wrappers do NOT +/// create spans: _log_span_event (_wrappers.py:340-353) adds a span EVENT named +/// long_term_memory.save / long_term_memory.search / short_term_memory.save / +/// short_term_memory.search to whatever span is current AND flattens the payload onto that +/// span as . attributes (including `value`, `results`, `query` — raw memory +/// content). Not present here twice over: crewai 1.15.12 removed crewai.memory.long_term and +/// .short_term in favour of unified memory, so the wrappers hit the ModuleNotFoundError +/// branch and are never installed. On crewai 1.10.x-era installs these events and attributes +/// appear on AGENT/TOOL spans and would be attributed to whatever span happened to be active. +/// +/// * `graph_node_parent_id_is_not_the_topology`: graph.node.parent_id (4/17 in crewai_agents, +/// 0/25 in crewai_user) is derived from the agent's INDEX IN crew.agents (_find_parent_agent, +/// _wrappers.py:331-338 — 'the previous agent in the list is the parent'), not from +/// execution. The three fanned-out workers are siblings, yet budget_worker reports +/// graph.node.parent_id=weather_worker. It is also absent whenever the agent is first in the +/// list, which is why single-agent crewai_user has none. The real topology is the span +/// parent/child links; graph.node.* must not be used to reconstruct it. +/// +/// * `no_automatic_flush_and_no_export_by_default`: CrewAI registers nothing for customer +/// traces: without the customer's own TracerProvider + exporter, and without an explicit +/// force_flush()/shutdown() before exit, a short-lived CrewAI process exports NOTHING or +/// drops its tail batch. Bounds how much crewai data maple should expect from scripts and CLI +/// usage. +/// +/// * `no_harness_spans`: [H] Both captures are 100% native as of the 2026-08-11 regeneration: +/// 25/25 and 17/17 spans come from openinference.instrumentation.{crewai,openai}, and +/// scenario_a.py / scenario_b.py / common.py contain no tracer, no span, no set_attribute, no +/// set_status and no record_exception (grep-verified). The only harness code left is +/// telemetry.py's TracerProvider + BatchSpanProcessor + OTLPSpanExporter(endpoint) wiring, +/// the CREWAI_DISABLE_TELEMETRY / CREWAI_TRACING_ENABLED env defaults, and +/// force_flush()/shutdown() at exit — all permitted. The prior revision emitted 4 +/// human_approval_gate spans in a `trace-capture.crewai` scope and stamped framework=crewai / +/// capture.id on the resource; both were removed, so the resource is now service.name + +/// telemetry.sdk.* only and the harness bucket is empty in both goldens. +/// +/// * `exception_event_is_native`: The single `exception` span event and the single ERROR status +/// in crewai_agents (fetch_transport_data.run) are NATIVE: _BaseToolRunWrapper calls +/// set_status(ERROR) + record_exception(exception) at _wrappers.py:1080-1084 after starting +/// the span with record_exception=False/set_status_on_exception=False. No scenario code +/// touches it. Unlike google_adk, exception events ARE a usable native CrewAI tool-failure +/// signal — but note CrewAI then swallows the error and feeds 'Error executing tool: …' back +/// to the agent, so the enclosing AGENT and CHAIN spans both end OK. +/// +/// * `batching_is_coarse_and_root_arrives_last`: The BatchSpanProcessor emits one OTLP record +/// per ~2 s flush, each a single resourceSpans block whose scopeSpans array interleaves both +/// instrumentation scopes. Both traces are multi-record and in both the root arrives in the +/// LAST record (root_last: 2) — the CrewAI root ends only when the whole conversation ends, +/// 14.3 s after it started in crewai_user. A root-anchored ingest path would have to buffer +/// the entire conversation. +/// +/// Config variants that change the wire shape (`oi-event-listener`, `oi-genai-semconv`, +/// `crewai-product-telemetry-adopts-app-provider`): recorded in full in the seed's `variants:` +/// block — re-read it before touching this vendor's rules. +pub const CREWAI: VendorDef = VendorDef { + id: VendorId::Crewai, + detect: detect_crewai, + keys: &[ + "task_key", + "tool.result_as_answer", + "tool.description_updated", + "tool.cache_function", + "openinference.span.kind", + "coding_agent", + ], + prefixes: &["crew_", "flow_", "flow.node."], + span_names: &[], + session_candidates: &[ + // verdict: C. + SessionCandidateDef { + key: "session.id", + // Phase 2 (crewai spec §4, integration decision): broadened from the v1 + // scope-equality to "any crewai-classified span", expressed span-locally as + // the vendor's own detect. The v1 scope-eq authority was redundant on the + // scope path and actively wrong on the T2/T3 degradation path: a + // scope-stripped crewai span under using_session() still carries session.id + // (get_attributes_from_context runs at span end regardless of scope naming) + // yet scope-eq authority reported it state 2 instead of resolving. Using + // `detect_crewai` — rather than the spec's literal `|_| true` — is what + // keeps the per-vendor golden histograms byte-identical: the seed-state + // view evaluates crewai's candidates over EVERY span of the capture, and + // `|_| true` would have flipped the 13/8 openinference-openai + // ChatCompletion spans from state 2 to state 3 ({2:13,3:12} → {3:25}), + // which the spec's own zero-movement prediction rules out. + authority: detect_crewai, + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::Session, + granularity_of_value: None, + }, + ], + decoy_values: &[], +}; + +// Phase-2 predicate (fix-queue CR2, CR3 guarded half, X4; CR1 stays dead — +// cross-span, constraint 1, mitigated by the synthesized openinference-openai +// vendor). Tiered: exact scopes, then a foreign-OI-scope refusal, then +// attr-evidence conjunctions, then a span-name-suffix last resort. The refusal is +// a negation on SCOPE evidence only, so detect stays monotone in span evidence +// and the scope-decided hoist shortcut remains sound. +fn detect_crewai(s: &SpanCtx) -> bool { + let scope = s.scope_name(); + + // T1 — owned_by: library, source: wire. + // The scope name is the instrumentor package's own module __name__ passed to + // trace_api.get_tracer(__name__, __version__, tracer_provider) + // (openinference/instrumentation/crewai/__init__.py:120-121); version is the package's + // __version__. Library-owned, namespaced, stable, and independent of anything the + // customer names. Catches 12/12 and 9/9 CrewAI spans in the captures — CHAIN kickoff, + // AGENT _execute_core and TOOL run — including the TOOL spans that carry no crew_* key + // at all. No non-CrewAI span was observed in this scope. + if scope == "openinference.instrumentation.crewai" { + return true; + } + // T1b — owned_by: library, source: source_code. + // CrewAI's OWN product-analytics tracer name, hardcoded at 21 call sites in + // crewai/telemetry/telemetry.py (trace.get_tracer("crewai.telemetry")). Not observed in + // these captures because the fixture sets CREWAI_DISABLE_TELEMETRY=true, but it reaches + // a CUSTOMER's collector whenever the customer left telemetry at its default and + // installed a TracerProvider before building a Crew (see variants.crewai-product- + // telemetry-adopts-app-provider). Vendor is unambiguously crewai; the spans are product + // analytics, not AI operations (`Crew Created`, `Tool Usage`, `Human Feedback`, …), kept + // vendor=crewai with this caveat per integration decision D-6 — a consumer must not + // treat them as agent/LLM activity, and crewai's AI-span rollups inflate accordingly + // wherever the telemetry-leak variant occurs in production. + if scope == "crewai.telemetry" { + return true; + } + // Refusal — a DIFFERENT OpenInference instrumentor owns this span; never claim it. + // Wire: the 13/25 + 8/17 ChatCompletion spans (openinference.instrumentation.openai) + // carry token counts/models/prompts but zero crewai keys; capture smoke-test carries + // that scope with no CrewAI in the process. Protects the at-most-one-vendor invariant + // against customer attrs colliding with the bare crew_/task_key evidence below. + if scope.starts_with("openinference.instrumentation.") { + return false; + } + + // Crewai's own attribute evidence — bare/unnamespaced keys that must never classify + // alone (X4; the v1 standalone matchers were the corpus-safe-by-luck case the plan + // names). Wire counts, crewai_user/crewai_agents: crew_* 7/6 spans + // (_wrappers.py:481-505 kickoff, :391-394 _execute_core); task_key 6/5 + // (_wrappers.py:381, unconditional on _execute_core); the three CrewAI-only BaseTool + // fields tool.result_as_answer / tool.description_updated / tool.cache_function 5/3 + // (_wrappers.py:1055-1076 — the shared tool.name/description/parameters OI-semconv keys + // are deliberately NOT used); flow_* / flow.node.* source_code only + // (_wrappers.py:590-591, 712-713), 0 wire spans, guarded like everything else. + let crewai_attr_evidence = s.any_attr_prefix("crew_") + || s.has_attr("task_key") + || s.has_attr("tool.result_as_answer") + || s.has_attr("tool.description_updated") + || s.has_attr("tool.cache_function") + || s.any_attr_prefix("flow_") + || s.any_attr_prefix("flow.node."); + if !crewai_attr_evidence { + return false; + } + + // T2 — scope-stripped fallback (X4 conjunction + CR3's guarded half). + // openinference.span.kind rides EVERY crewai span (25/25, 17/17 wire) and survives a + // scope rewrite because it is an attribute; coding_agent is stamped by CrewAI's + // CommonAttributesSpanProcessor (telemetry.py:103-122) when product telemetry is on — + // the only rename-proof fingerprint, source_code evidence, 0/42 wire (fixture disables + // telemetry). CR3's process-scoping half stays dead (cross-span, constraint 1): + // coding_agent ALONE must never classify — it is stamped on every span of the host + // provider. Shared-evidence-set reading per the integration decision (the tool.* keys + // participate, not just the queue's literal task_key/crew_/flow_ set). + if s.has_attr("openinference.span.kind") || s.has_attr("coding_agent") { + return true; + } + + // T3 — span-name suffix last resort (CR2), only reachable with crewai attr evidence in + // hand. Suffix-only because the name prefix is customer data (crew/agent/task/tool + // names, uuid fallbacks — _wrappers.py:239-330). Wire: every crewai-scope span ends in + // exactly one of these (6+5 ._execute_core, 1+1 .kickoff, 5+3 .run). Simulated + // degradation (scope renamed AND all openinference.* attr keys dropped): recovers + // 12/12 and 9/9, 0 misses, 0 foreign matches corpus-wide. The oi-event-listener + // variant's `.execute` / `.llm_call` names are deliberately NOT listed (unexercised, + // over-fit risk; that variant still classifies via T1). + let name = s.span_name(); + name.ends_with("._execute_core") || name.ends_with(".kickoff") || name.ends_with(".run") +} + +/// Seed: frameworks/dspy/registry-seed.yaml +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `service.instance.id` (wire): Random uuid4 auto-detected by the OTel Python SDK once per +/// process (sdk/resources/__init__.py:507-528) and stamped on the RESOURCE of every span — +/// 411674cf-... for dspy_user, 8f8942de-... for dspy_agents. Perfectly session-shaped and +/// perfectly stable across a whole capture, which is exactly why it is dangerous: in a script +/// it looks like a session id, in a long-lived server it silently merges every session in the +/// process. Never join on it. +/// +/// * `llm.invocation_parameters` (wire): Byte-identical JSON blob ('{"temperature": 0.0, +/// "max_tokens": 600}') on every LM.__call__ span in a run — a constant that groups like a +/// key but identifies only the sampling config, in the same family as +/// langsmith.trace.session_name. +/// +/// * `metadata` (source_code): The third CONTEXT_ATTRIBUTES entry (using_metadata / +/// using_attributes, context_attributes.py:18-26). Written as a JSON blob under the bare key +/// 'metadata'; customers commonly bury a session or thread id inside it. Not a join key: the +/// algebra cannot reach into a JSON value, and there is no agreed inner field name. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * `no_token_counts_no_cost_anywhere`: DSPy spans carry ZERO usage and ZERO cost data. Not +/// one llm.token_count.*, gen_ai.usage.*, cost, or price key exists on any span in dspy_user +/// or dspy_agents (grep-verified across both records.jsonl). This is a source-level property, +/// not a run artifact: openinference-instrumentation-dspy's attribute surface is exactly +/// {span kind, input/output value+mime, llm.model_name, llm.provider, +/// llm.invocation_parameters, llm.input_messages, llm.output_messages, retrieval.documents} +/// (__init__.py:1157-1171) — no usage extractor exists, and the _LMCallWrapper never touches +/// response.usage. Re-verified against the regenerated 2026-08-11 captures. The dialect DOES +/// define the keys and openinference-instrumentation-openai emits them (crewai_user, same +/// corpus), so a DSPy customer who wants token/cost data must install a SECOND instrumentor +/// beneath DSPy (litellm or openai). Maple must expect DSPy traces with complete +/// prompt/completion content and no measurable spend. NOTES.md previously claimed these keys +/// were present; corrected in the same pass. +/// +/// * `session_id_is_pure_opt_in`: Verdict C is unusually strong here. Nothing in DSPy or the +/// instrumentor mints, defaults, or infers a session id — no uuid4 fallback (contrast +/// google_adk), no config-time id (contrast spring_ai's ChatMemory), no per-run id at all. +/// Absent using_session(), a DSPy trace has NO identifier of any granularity: not a session +/// id, not a run id, not an invocation id. dspy.History, DSPy's own conversation abstraction, +/// is a signature INPUT FIELD whose contents are serialised into input.value — carrying the +/// whole conversation and no key to it. The upside is that when the customer does opt in, +/// coverage is total (every span) and root-start-visible. +/// +/// * `span_amplification`: One logical LLM step is 5 spans: .forward -> Predict.forward +/// -> Predict().forward -> .__call__ -> LM.__call__, with only the last +/// carrying model/messages. ReAct multiplies it by iteration count and adds a synthetic +/// finish.__call__ TOOL span per successful run (6 in dspy_user, 3 in dspy_agents) that is +/// control flow, not a tool call. Observed ratio: 87 spans for a 6-turn chat, 73 spans for +/// one research briefing; 15 and 13 LM.__call__ spans respectively, i.e. ~5 spans of overhead +/// per real model call. Any per-span cost model or 'LLM calls' rollup must count +/// openinference.span.kind=LLM only. +/// +/// * `signature_names_are_erased`: Predict span names read Predict(StringSignature).forward, +/// not the customer's signature class name, whenever the signature was built dynamically +/// (dspy.ReAct and dspy.ChainOfThought both do this) — 15/15 and 13/13 occurrences here. +/// Combined with module/tool span names being raw customer class names, span.name in DSPy is +/// neither stable nor framework-identifying in either direction. +/// +/// * `adapter_fallback_duplicates_subtrees`: When ChatAdapter fails to parse a completion, DSPy +/// retries the same logical call through JSONAdapter, so one Predict(...).forward span holds +/// TWO adapter children, each with its own LM.__call__ — a genuine double-charge of the same +/// logical step. Observed during wiring validation (an earlier probe capture held 1 +/// JSONAdapter.__call__ against 6 ChatAdapter.__call__); it did not recur in the 2026-08-11 +/// captures, which are 28/28 ChatAdapter.__call__ and 0 JSONAdapter.__call__. Source-level, +/// not run-specific: dspy/adapters/chat_adapter.py:54-87 constructs a JSONAdapter and retries +/// through it whenever ChatAdapter parsing fails, gated by use_json_adapter_fallback (default +/// True). Dedupe by parent, not by name. +/// +/// * `react_swallows_tool_errors`: The corpus' only DSPy span event is the single `exception` +/// on fetch_transport_data.__call__ (dspy_agents), and it is NATIVE, not [H]: the +/// instrumentor's _ToolCallWrapper opens the span with OTel's default record_exception=True / +/// set_status_on_exception=True (__init__.py:830) and never catches, so the SDK records +/// exception.type/message/stacktrace/escaped and ends the span ERROR (code 2, +/// 'TransportDataError: transport data service unavailable (503)'). It does NOT propagate: +/// dspy.ReAct catches every tool exception and folds 'Execution error in : ...' into +/// its trajectory text, so the parent ReAct.forward and every ancestor end OK. In dspy_agents +/// exactly 1 of 73 spans is ERROR while the run is a business-level failure (a degraded +/// briefing). Worse after de-harnessing: that ERROR span sits in the ORPHAN +/// TransportWorker.forward trace, so the orchestrator trace — the one an operator would open +/// — contains no error at all. Trace-level error rollups keyed on the root will report 100% +/// success for DSPy agents that are failing. +/// +/// * `optimizer_traffic_is_indistinguishable`: dspy.Evaluate and every teleprompter +/// (BootstrapFewShot, MIPROv2, ...) drive dspy.Module.__call__ and dspy.Predict.forward, so +/// an offline compile or eval sweep emits spans identical in scope, name grammar and +/// attribute set to production serving traffic, at orders-of-magnitude higher volume and +/// typically with heavy internal threading (hence the orphan-trace behaviour, at scale). +/// Nothing in the algebra — and nothing on the wire — separates a DSPy optimization run from +/// a DSPy production run. This is the single biggest volume risk for the vendor and it is not +/// addressable by sampling rules maple can write. +/// +/// * `thread_fanout_orphans_are_native`: DSPy fan-out shreds the trace. +/// `ThreadPoolExecutor.submit` does not copy contextvars, and dspy.Parallel/ParallelExecutor +/// copies only its own thread_local_overrides ContextVar (dspy/utils/parallelizer.py) — never +/// the full contextvars.Context — so the OTel current span never reaches the worker thread +/// and each worker's outermost .forward starts a BRAND-NEW parentless trace. The +/// 2026-08-11 dspy_agents capture is the direct evidence: 4 traces for one briefing, 3 of +/// them orphans (61/73 spans), the three worker roots starting within 0.6 ms of each other +/// (real parallelism) and one of them holding the run's only ERROR span. An earlier version +/// of this fixture hid the effect with an explicit otel_context.attach() inside each worker; +/// that was removed per REVIEW_IMPLEMENTATION §2 — the broken shape IS the fixture. +/// Consequences for maple: a DSPy fan-out has no trace-level parent, no session key, and no +/// ordering signal beyond wall-clock; trace-per-request assumptions fail, and the same +/// mechanism applies at scale to dspy.Evaluate and every teleprompter (which thread +/// internally by default). +/// +/// * `scope_version_is_the_instrumentor_not_dspy`: scope.version is 0.1.38 — openinference- +/// instrumentation-dspy's version, passed as __version__ to get_tracer (__init__.py:86-87). +/// It tracks the instrumentor's release line, not dspy 3.3.0. Nothing on the wire reveals +/// which DSPy version produced the trace, so version-gated ingest behaviour cannot key on +/// scope.version. +/// +/// * `all_spans_are_internal_and_ok`: Every span in both captures is SpanKind INTERNAL (kind=1) +/// — span kind carries no information for DSPy, matching 15/22 corpus frameworks. Statuses +/// are equally uninformative: every wrapper explicitly sets OK (code 1), so 87/87 + 72/73 +/// spans are OK and the lone ERROR is the tool span above. There is no UNSET span anywhere, +/// which is itself a de-harnessing tell — the pre-2026-08-11 captures had 15 UNSET spans and +/// all 15 were fixture-made. +/// +/// * `no_container_span_means_no_turn_boundary`: The instrumentor's outermost span is whatever +/// .forward the app calls first, so there is no session, request, turn or invocation +/// container. dspy_user is 6 independent traces rooted at ChatAssistant.forward, one per +/// turn, and nothing on the wire says they belong together or in what order (start timestamps +/// only). A customer who wants turn boundaries must create them: either a surrounding +/// framework span (HTTP server, task queue) or using_session(). Maple cannot infer a DSPy +/// conversation from the trace graph — there is no edge to infer it from. +/// +/// Config variants that change the wire shape (`openinference-genai-semconv`): recorded in full +/// in the seed's `variants:` block — re-read it before touching this vendor's rules. +pub const DSPY: VendorDef = VendorDef { + id: VendorId::Dspy, + detect: detect_dspy, + keys: &[], + prefixes: &[], + span_names: &[], + session_candidates: &[ + // verdict: C. + SessionCandidateDef { + key: "session.id", + authority: |s| s.scope_name() == "openinference.instrumentation.dspy", + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::Session, + granularity_of_value: None, + }, + // verdict: C. + SessionCandidateDef { + key: "user.id", + authority: |s| s.scope_name() == "openinference.instrumentation.dspy", + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::User, + granularity_of_value: None, + }, + ], + decoy_values: &[], +}; + +// Phase 2 (fix-queue D1/D2, 2026-08-13): re-adjudicated, shape CONFIRMED — the exact +// scope equality below IS the v2 rule (integration decision D-1). DSPy has no +// attribute namespace of its own: its entire key surface is the shared OpenInference +// dialect (emitted identically by 5 sibling corpus scopes), its span names are +// customer Python identifiers, and its resource is stock OTel-Python. D1's span-name +// grammar (`Predict(...).forward` / `.forward|.__call__` suffixes) stays DECLINED: +// simultaneously too weak to be evidence (any framework producing .forward +// collides — a customer module named Predict in ANY OpenInference framework matches +// the "strong" form) and unnecessary while the scope holds; with D-1 the scope-loss +// outcome is unknown:openinference via openinference.span.kind (160/160 coverage), +// the honest ceiling. D2's nearest-dspy-ancestor attribution for nested +// litellm/openai scopes stays DO-NOT-FIX: constraint 1 blocks it and the wire proves +// it unorderable anyway (9/9 multi-batch dspy traces are root-LAST). Read-path +// consequence, preserved deliberately: a DSPy trace's per-trace vendor is a SET, and +// the token-bearing spans belong to the inner vendor — dspy's own spans carry zero +// usage/cost keys. Rules here must also stay VALUE-BLIND: openrouter's capture +// contains 'openinference.instrumentation.dspy' as traceback TEXT inside prompt +// payload values (dspy scenario file paths recorded provider-side) — a +// value-substring rule would cross-fire there; scope equality cannot. +fn detect_dspy(s: &SpanCtx) -> bool { + // owned_by: library, source: wire. + // Derived from the instrumentor package's own module path: DSPyInstrumentor._instrument + // does trace_api.get_tracer(__name__, __version__, tracer_provider) at + // openinference/instrumentation/dspy/__init__.py:86-87, where __name__ is literally + // 'openinference.instrumentation.dspy'. Library-owned, namespaced, and unchangeable by + // the app (the app can only swap the TracerProvider). Catches 87/87 + 73/73 spans — + // every span in both captures, which after the 2026-08-11 de-harnessing are 100% native + // — including the zero-payload adapter and module spans that no attribute rule can + // reach. This is the ONLY DSPy discriminator that exists — see the seed's + // attr_matchers.why and algebra_violations. + s.scope_name() == "openinference.instrumentation.dspy" +} + +/// Seed: frameworks/effect_ai/registry-seed.yaml +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `gen_ai.response.id` (wire): Provider generation id +/// (`gen-1785983725-oBoxbOOzp5dMRarKSjdf`), one distinct value per LLM call — 10 distinct in +/// effect_ai_user's single 6-turn session. Session-shaped opaque token; correlates one +/// request. +/// +/// * `http.response.header.x-generation-id` (wire): The SAME OpenRouter generation id, +/// duplicated onto the http.client POST span by @effect/platform's blanket response-header +/// capture. Doubly tempting because it appears on a second span type and looks like a cross- +/// span join key; it joins one LLM call to its HTTP span, nothing more. +/// +/// * `service.name` (wire): Process identity. Uniquely dangerous in this framework because it +/// is ALSO the instrumentation scope name (internal/tracer.js:273), so it shows up as a per- +/// app constant in two different places and reads like a stable grouping key. It is constant +/// forever for a deployment — joining on it merges every session of every user into one. +/// +/// * `effect.fiberId` (wire): SPAN EVENT attribute (never a span attribute) on every +/// Effect.log* event, e.g. `#15`/`#16`/`#17` for the three parallel workers. Identifies a +/// fiber — finer-grained than a run, recycled within a process. +/// +/// Harness-only keys in the fixture captures (not framework signal): `session.id`, +/// `capture.id`, `framework.name`, `conversation.turn`. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * `single_trace_whole_session`: effect_ai_user is the ONLY corpus capture in which one trace +/// covers an entire multi-turn session: all 6 turns, 62 spans, one trace id, one root. This +/// is not a framework guarantee — it follows from the scenario running the whole conversation +/// inside one Effect.withSpan in one process. It matters twice: it is why trace id +/// accidentally substitutes for a session key here (see unlinkable_populations), and it is +/// why spans_per_turn for this capture is measured as the user_turn.N SUBTREE size +/// (6/6/6/12/12/19, +1 root = 62) rather than spans-per-trace as in the trace-per-turn +/// frameworks. +/// +/// * `failure_repaints_the_whole_ancestry`: An Effect failure sets ERROR on every enclosing +/// span, not just the one that failed, because each ancestor's Effect also fails. The +/// effect_ai_probe capture (not a golden) shows one provider transport error turning +/// http.client POST, LanguageModel.generateText, Chat.generateText, agent_step.assistant, +/// agent.assistant, user_turn.4 AND the trace root all ERROR from one cause — 7 red spans, +/// one incident. Any error-rate or error-count metric over Effect spans is inflated by trace +/// depth. The inverse also holds: with a tool declared failureMode: "return", the failure is +/// caught inside Toolkit.handle, so Toolkit.handle stays OK and only the handler's own span +/// is red — if the customer wrote no handler span, the failure is invisible. +/// +/// * `status_ok_is_stamped_explicitly`: Effect sets StatusCode.OK on EVERY successful span +/// (internal/tracer.js:88-91), so 105/106 spans here have status code 1 rather than the UNSET +/// (0) that most instrumentation leaves. Consumers that treat 'has an explicit status' as a +/// signal, or that count OK-vs-UNSET, will read Effect traces differently from every other +/// framework in the corpus. +/// +/// * `attribute_types_are_preserved`: Unlike spring_ai's Micrometer bridge, Effect preserves +/// OTLP scalar types: intValue/boolValue/doubleValue survive +/// (gen_ai.usage.input_tokens=intValue 138, conversation.approval_gated=boolValue false). But +/// anything non-scalar is stringified by Inspectable.toStringUnknown with 2-space +/// indentation, so arrays arrive PRETTY-PRINTED as JSON text: gen_ai.response.finish_reasons +/// is the string "[\n \"stop\"\n]", never an arrayValue. Parsers must handle whitespace +/// inside these values. gen_ai.request.temperature=0 also arrives as intValue, not +/// doubleValue. +/// +/// * `span_names_are_module_paths_not_operations`: GenAI semconv would name the LLM span `chat +/// openai/gpt-4o-mini` with SpanKind.CLIENT; @effect/ai names it `LanguageModel.generateText` +/// with SpanKind.INTERNAL. Every span in both captures is INTERNAL except the 18 http.client +/// POST spans (CLIENT). Span kind is useless for classification here, and any UI that derives +/// an operation label from the span name will show the TypeScript method rather than the +/// model or the tool — the tool name lives in the bare `tool` attribute, not in the +/// `Toolkit.handle` span name. +/// +/// * `no_agent_loop_in_the_library`: LanguageModel.generateText is SINGLE-SHOT: one provider +/// request, tool calls resolved, results NOT fed back. The loop, the agent identity, the +/// worker fan-out and the HITL gate are all caller-written, so two Effect AI apps can produce +/// completely different trace shapes from the same library. This is the root cause of +/// false_negatives entry 1 and of the framework having no session: the library models a call, +/// not a conversation. +/// +/// * `hitl_is_simulated_and_the_deny_branch_leaves_no_tool_span`: [H] @effect/ai has no +/// interrupt / approval / resumable-run mechanism of any kind (no `interrupt`, nothing in +/// Tool/Toolkit). The hitl.* spans are the fixture's. Fixture-shape consequence to keep in +/// mind when reading the capture: in the deny turn the model asked in prose and never called +/// delete_file, so effect_ai_user contains NO failed delete_file span — the denial appears +/// only as hitl.user_decision{approved=false} plus the absence of a tool call, while the +/// approve turn shows the full hitl.request_approval -> tool.delete_file chain. +/// +/// * `two_records_per_scenario_by_scope_close`: Export is BatchSpanProcessor + a scoped flush: +/// NodeSdk.layer's release runs forceFlush() then shutdown() when the program scope closes +/// (NodeSdk.js:21), so there is no shutdown() call to make and no lost-spans-on-exit failure +/// mode. Both captures are exactly 2 records (one 5 s timer tick, one final flush) with the +/// root arriving last in both — the standard root-last pattern, at n=2. +/// +/// * `app_spans_are_the_customer_idiom_not_a_fidelity_violation`: [H] §2 FIDELITY JUDGMENT +/// (2026-08-11, re-review): the 49 harness spans were audited span-population by span- +/// population against 'would an unmodified real customer app plausibly contain this?' and ALL +/// were kept — effect_ai is the corpus case where harness spans and customer app spans are +/// the same artefact. An Effect application IS a tree of Effect.withSpan / Effect.fn spans: +/// the framework creates no root, no agent, no loop, no turn, no session and no HITL, so an +/// app that did NOT write these spans would be a LESS representative fixture, not a cleaner +/// one (strip the roots and Chat.generateText becomes the root — an attribute-less span, see +/// customer_realism_gap). Per population: scenario_*.* roots = the app entrypoint every +/// Effect service has; user_turn.N + session.id = the injection point that IS this +/// framework's only session mechanism (see session.candidates.why); agent.* / agent_step.* = +/// the caller-written loop the library forces (see no_agent_loop_in_the_library); worker.* / +/// orchestrator.fan_out / agent.orchestrator / agent.summary_agent = orchestration the +/// library has no concept of; tool.* = Effect.fn handlers, the default Effect way to write a +/// function, and the reason the failureMode:"return" error is visible at all; hitl.* = +/// simulated because the library has no interrupt (see +/// hitl_is_simulated_and_the_deny_branch_leaves_no_tool_span). Verified negative on all four +/// removal triggers: ZERO raw-OTel usage (no @opentelemetry/api import, no +/// getTracer/startSpan/setAttribute/recordException/setStatus/addEvent anywhere under src/), +/// ZERO trace-capture.* scopes, ZERO shape repairs (nothing re-parents, merges or orphan- +/// fixes a native span), and ZERO native-span mutation — wire-confirmed: the complete +/// attribute set of the native spans is LanguageModel.generateText{gen_ai.*, toolChoice, +/// concurrency}, Toolkit.handle{tool, parameters}, Chat.generateText{} with no events on any +/// of them, so all 9 Effect.annotateCurrentSpan calls demonstrably landed on spans the +/// scenario itself opened (harness_mutated_spans: 0). +/// +/// * `harness_writes_gen_ai_request_model_onto_app_spans`: [H] Fixture artefact kept +/// deliberately, recorded so it is never read as native: 4 harness spans carry the semconv +/// key gen_ai.request.model — scenario_a.user_flow (scenario-a.ts:102) and the three worker.* +/// spans (scenario-b.ts:39) — alongside agent.model. It is plausible customer behaviour (apps +/// do tag their own agent spans with semconv keys) and it is not maple dialect, so §2 does +/// not require its removal, but it has one consequence: this vendor's matchers are span-name- +/// based and correctly ignore all 4 (harness_matched: 0), while an UNKNOWN-TIER rule shaped +/// as key_prefix("gen_ai.") would classify them. The fallback_fingerprints count +/// (gen_ai.operation.name on 10/62 + 8/44, LanguageModel.generateText only) is the native +/// population and is unaffected — operation.name appears on no harness span. Any consumer +/// measuring 'gen_ai spans' by namespace rather than by this key will read 66/62 and 47/44. +/// +/// * `harness_spans_are_the_whole_agent_layer`: [H] 30/62 and 19/44 spans are harness-authored +/// via Effect.withSpan / Effect.fn (agent.*, agent_step.*, worker.*, user_turn.*, tool.*, +/// hitl.*, orchestrator.fan_out, scenario_a.user_flow, scenario_b.orchestration), and both +/// trace roots are among them. Unlike spring_ai's ObservationRegistry spans these are not +/// disguised as framework spans — but they DO land in the framework's scope (there is only +/// one scope), so scope is again no help; provenance is. None of them matches a vendor rule +/// (harness_matched: 0) and none mutates a native span (harness_mutated_spans: 0): every +/// Effect.annotateCurrentSpan call in the scenarios targets a span the scenario itself +/// opened. +/// +/// * `phase_2_tier_split` (2026-08-13, queue E1–E3): this vendor owns no attribute namespace — +/// the complete native span-attribute key set across all 39 @effect/ai spans is generic +/// `gen_ai.*` plus the four bare words `tool`, `parameters`, `toolChoice`, `concurrency` +/// (no `effect.*` span attribute exists; `effect.fiberId`/`effect.logLevel` are span-EVENT +/// attributes on harness spans). So detection is span-name-first, and phase 2 splits the 13 +/// names by distinctiveness rather than adding a namespace rule that has nothing to match: +/// the 6 ordinary-English `Class.method` names are guarded by Effect-ecosystem evidence, +/// the 7 module-path names stay standalone, and the `toolChoice`+`concurrency` pair is the +/// guarded rename-proof last resort. Full rename-proofing is impossible for this vendor. +/// +/// Config variants that change the wire shape (`otlp-tracer`, `effect-v4-unstable-ai`): +/// recorded in full in the seed's `variants:` block — re-read it before touching this vendor's +/// rules. +pub const EFFECT_AI: VendorDef = VendorDef { + id: VendorId::EffectAi, + detect: detect_effect_ai, + keys: &[ + "telemetry.sdk.name", + // Resource key read by the `scope.name == service.name` guard leg (queue + // E2); declared here because `resource()` reads the same prefiltered view + // as `attr()` (claude_agent_sdk's `service.name` clause is the precedent). + "service.name", + // Tier-3 bare-word conjunction (queue E3). + "toolChoice", + "concurrency", + ], + prefixes: &[], + span_names: EFFECT_AI_SPAN_NAMES, + session_candidates: &[], + decoy_values: &[ + // wire: The literal 9-character string, not a missing value. Effect's + // unknownToAttributeValue (internal/utils.js:13-20) falls through to + // Inspectable.toStringUnknown, so an unset option is serialised as the text + // `undefined`: 10/10 and 8/8 LanguageModel.generateText spans carry + // concurrency="undefined" and 10/10 + 6/8 carry toolChoice="undefined". Any future or + // customer-supplied key routed through Effect's attribute path can be present-but- + // meaningless in exactly this way, which `present()` and `non_empty` both wave through. + "undefined", + ], +}; + +/// The @effect/ai operation span names (source: wire for the first three, +/// source_code for the rest). Span names are the module-path method names the +/// library itself opens spans under — the one span-name family in the tables, +/// kept as a named const because it doubles as the vendor's declared span-name +/// hint (the prefilter dispatches span names by EXACT match, so every name a +/// clause compares has to be in this list). +/// +/// Phase 2 splits the set in two by *how distinctive the name is*, not by +/// provenance: [`EFFECT_AI_GUARDED_SPAN_NAMES`] is the ordinary-English subset +/// that only classifies alongside Effect-ecosystem evidence; the remainder +/// (`LanguageModel.*`, `EmbeddingModel.*`, `PersistedChat.*`) are unambiguous +/// TypeScript module paths and stay unguarded, so a collector that rewrites the +/// resource cannot un-classify the token-bearing spans. +const EFFECT_AI_SPAN_NAMES: &[&str] = &[ + // source: wire. + "LanguageModel.generateText", + // source: wire. + "Chat.generateText", + // source: wire. + "Toolkit.handle", + // source: source_code. + "LanguageModel.streamText", + // source: source_code. + "LanguageModel.generateObject", + // source: source_code. + "Chat.streamText", + // source: source_code. + "Chat.generateObject", + // source: source_code. + "Chat.export", + // source: source_code. + "Chat.exportJson", + // source: source_code. + "EmbeddingModel.embed", + // source: source_code. + "EmbeddingModel.embedMany", + // source: source_code. + "PersistedChat.get", + // source: source_code. + "PersistedChat.getOrCreate", +]; + +/// The ordinary-English `Class.method` subset of [`EFFECT_AI_SPAN_NAMES`]: names +/// that any tracer on earth could plausibly emit (the seed's own +/// `false_positives.why` names exactly these shapes). Phase 2 guards them with +/// Effect-ecosystem evidence; the rest of the set stays unguarded. +const EFFECT_AI_GUARDED_SPAN_NAMES: &[&str] = &[ + // wire: 10/62 + 6/44. + "Chat.generateText", + // source: source_code. + "Chat.streamText", + // source: source_code. + "Chat.generateObject", + // source: source_code. + "Chat.export", + // source: source_code. + "Chat.exportJson", + // wire: 2/62 + 3/44. + "Toolkit.handle", +]; + +/// Leg 1 of the Effect-ecosystem guard, and the only leg strong enough to carry a +/// span name that is ordinary English (tier 2 below). +/// +/// source: wire. +/// NATIVE and hardcoded: @effect/opentelemetry Resource.configToAttributes +/// (Resource.js:23-33) always writes telemetry.sdk.name="@effect/opentelemetry" plus +/// telemetry.sdk.language=nodejs|webjs, and notably NO telemetry.sdk.version. Wire- +/// confirmed identical on 100% of resourceSpans blocks in both captures, and on zero +/// spans anywhere else in the corpus. It identifies the process as an Effect app that +/// wired @effect/opentelemetry's NodeSdk/WebSdk — NOT as an AI app and NOT the span as +/// an AI span: an Effect HTTP service with no @effect/ai dependency emits the identical +/// resource, and inside these very captures 10/62 and 8/44 spans under it are plain HTTP +/// client spans (maple's own Effect backend would satisfy it too). Absent entirely under +/// the otlp-tracer variant, which is why leg 2 exists at all. +fn effect_opentelemetry_resource(s: &SpanCtx) -> bool { + s.resource("telemetry.sdk.name") == Some("@effect/opentelemetry") +} + +/// Effect-ecosystem evidence — a GUARD, never a classifying clause: both legs hold +/// on processes that have no @effect/ai dependency at all (see the per-leg notes), +/// and leg 2 holds on 5,153/5,153 openrouter spans, whose asserted FP ceiling is +/// zero vendor claims. +/// +/// Used by tier 3 ONLY. Tier 3's other conjunct (`toolChoice` ∧ `concurrency`, keys +/// that co-occur on zero spans in every other capture) is specific enough to make +/// leg 2 a widening of a narrow clause; tier 2's other conjunct is a set of +/// ordinary-English `Class.method` names, where leg 2 would be a widening of a broad +/// one — see the tier-2 note. +fn effect_ecosystem_evidence(s: &SpanCtx) -> bool { + effect_opentelemetry_resource(s) + // source: wire (queue E2). + // The structural fingerprint of @effect/opentelemetry's tracer: the scope name IS + // the app's service.name (internal/tracer.js:273 for NodeSdk; OtlpTracer.js:19-21 + // for the otlp-tracer variant, where leg 1 is absent — so this is the only + // Effect-ecosystem evidence that survives BOTH wiring variants). Wire: holds on + // 106/106 effect_ai spans (scope "effect-ai-user"/"effect-ai-agents" == service.name). + // NEVER alone: the openrouter capture satisfies it on 5,153/5,153 spans (scope + // "openrouter" == service.name "openrouter"). Non-empty equality, so an app with no + // service.name (nameless scope, OTel getTracer does not coerce) fails closed. + || match (s.scope_name(), s.resource("service.name")) { + ("", _) => false, + (scope, Some(service)) => scope == service, + (_, None) => false, + } +} + +fn detect_effect_ai(s: &SpanCtx) -> bool { + let name = s.span_name(); + + // -- Tier 2: ordinary-English Class.method names, GUARDED (phase-2, queue E1/E2). + // Chat.js:87-131, Toolkit.js:105. Wire: Chat.generateText 10/62 + 6/44 (zero + // attributes — the name is its only signal); Toolkit.handle 2/62 + 3/44 (bare + // `tool`/`parameters`). Before phase 2 these bare eq rules classified ANY span named + // `Chat.export` or `Toolkit.handle`, from any tracer, as effect_ai. The guard costs + // zero corpus recall (all 12 + 9 golden spans carry telemetry.sdk.name) and is an + // explicit FP-vs-FN trade: an Effect app on the otlp-tracer variant behind a collector + // that REWRITES service.name loses these spans entirely (they carry no other evidence) + // — accepted, because an FP mislabels another tenant's data while this FN only + // degrades to unclassified. Integration decision: guard the 6, keep tier 1 unguarded. + // + // The guard is leg 1 ALONE, deliberately narrower than tier 3's + // `effect_ecosystem_evidence`. Leg 2 (`scope_name == service.name`) is the + // `getTracer(serviceName)` idiom, not Effect evidence: it holds on 5,153/5,153 + // openrouter spans, i.e. on 100% of one unrelated vendor's traffic. Paired with six + // ordinary-English names — four of which appear on no wire span in the corpus at all + // — it would classify any app using that idiom and emitting a span named + // `Toolkit.handle` or `Chat.export` as effect_ai. Measured cost of dropping it here: + // zero. All 170 effect_ai corpus spans carry leg 1, and no guarded-name span anywhere + // in the corpus lacks it, so the replay, the histogram, the FP ceilings, the + // differential and the exclusivity invariant are all unmoved. The otlp-tracer variant + // leg 2 exists for keeps its coverage in tier 3, where the paired conjunct is specific. + if EFFECT_AI_GUARDED_SPAN_NAMES.contains(&name) { + return effect_opentelemetry_resource(s); + } + + // -- Tier 1: distinctive @effect/ai module-path span names, unguarded. + // Literals passed to Effect.useSpan / Effect.makeSpanScoped / Effect.fn inside + // @effect/ai 0.37.0 (LanguageModel.js:245/273/304, EmbeddingModel.js:135-171, + // Chat.js:395/399). Wire: LanguageModel.generateText 10/62 + 8/44 (the only + // gen_ai.*-bearing spans); the rest source_code-only. Unambiguous TypeScript module + // paths — zero hits in any other capture — so they stay standalone evidence and a + // resource-mangling collector cannot un-classify the token-bearing spans. + if EFFECT_AI_SPAN_NAMES.contains(&name) { + return true; + } + + // -- Tier 3 (queue E3): rename-proof bare-word conjunction, GUARDED. + // @effect/ai passes toolChoice + concurrency at span creation on every + // LanguageModel.generate* call — the ONLY attributes it passes at creation, so this is + // the one clause with a chance of surviving the effect-v4-unstable-ai variant, where + // every span name changes. Wire: co-occur on 10/10 + 8/8 LanguageModel.generateText + // spans and on zero spans in every other capture (neither key appears anywhere else, + // even singly). Guarded because the keys are unnamespaced English (seed + // algebra_violations #3); the guard is the disjunction so the clause survives the + // otlp-tracer variant too. Corpus-subsumed by tier 1 today — it buys nothing until a + // rename, which is the point. + if s.has_attr("toolChoice") && s.has_attr("concurrency") { + return effect_ecosystem_evidence(s); + } + + false +} + +/// Seed: frameworks/flue/registry-seed.yaml +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `flue.session.name` (wire): THE decoy of this framework, and the one that looks most like +/// a session key. In flue_user it is the constant `default` on 25/25 spans — a process-wide +/// literal, not an id. In flue_agents it is `default` on the orchestrator's 4 spans and +/// `task:default:` on the other 17: it names Pi's harness session slot and encodes +/// the delegation tree, changing WITHIN a single trace and turn. Joining on it merges every +/// `default` session of every customer. +/// +/// * `flue.parent_session.name` (wire): The other half of the delegation edge; `default` on +/// 17/21 flue_agents spans, absent everywhere in flue_user. Constant-valued, present only on +/// delegated work. +/// +/// * `flue.harness.name` (wire): `default` on 46/46 spans — the Pi harness profile name, a +/// build-time constant. Never varies per customer, session or run. +/// +/// * `flue.submission.id` (wire): sub_, one per dispatch() delivery — 8 distinct values +/// across the 8 flue_user traces sharing ONE conversation id. Session-shaped and stable +/// within a trace, which makes it the most convincing wrong answer; it is a run id. +/// +/// * `flue.operation.id` (wire): op_ per agent operation. Tracks the same granularity as +/// flue.submission.id and is likewise reborn every turn. +/// +/// * `flue.task.id` (wire): task_ per subagent delegation, 17/21 flue_agents spans, 4 +/// distinct values in one trace. Correlates a delegate's subtree, not a session. +/// +/// * `gen_ai.response.id` (wire): Provider response id on every chat span; unique per model +/// call. +/// +/// * `gen_ai.tool.call.id` (wire): Provider tool-call id (call_… / toolu_…). Also stamped on +/// delegated invoke_agent spans as the parent's `task` call id, which makes it look like a +/// parent-child correlation key; it correlates one tool call. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * `session_granularity_rationale`: Why maple treats gen_ai.conversation.id (not +/// flue.instance.id) as THE session key, per §3's multi-granularity rule. Three granularities +/// are live on every Flue span at once: flue.instance.id (durable agent instance — coarser +/// than a session; a long-lived instance holds many conversations), gen_ai.conversation.id +/// (the conversation — session), and flue.submission.id / flue.operation.id (one delivery — +/// run). The middle one is the session because it is the unit that (a) survives across traces +/// — one id over all 8 flue_user traces — and (b) is what the runtime re-loads history under. +/// flue.instance.id is only session-SHAPED here because each scenario is a single process +/// running a single instance; that coincidence is a fixture property, not a Flue property. +/// The subtlety is that the conversation key is also present at a FINER granularity on the +/// same wire: subagent spans carry their own conv_ ids (5 distinct in the one flue_agents +/// trace), so the key must be read only where flue.operation.kind=prompt. docs/session- +/// identity.md's flue row, which calls flue.instance.id THE session key, is stale and +/// contradicted by this seed. +/// +/// * `session_key_arrives_last`: SILENT-ZERO TRAP. gen_ai.conversation.id is on 100% of spans, +/// but the AUTHORITATIVE population is the root invoke_agent span, which ends last and so +/// exports last: 5/5 multi-batch traces are root-last, and only 4/9 traces (all single-batch) +/// have the session key visible in their first record. An ingest that resolves a trace's +/// session on first sight, and does not revisit, silently un-sessions every trace long enough +/// to span two batches — the more spans a turn has, the likelier it is to be lost. Resolution +/// must be revisitable. +/// +/// * `no_gen_ai_system`: Flue emits NO gen_ai.system. It uses the newer gen_ai.provider.name +/// spelling (=openrouter here) and puts the provider's own model id, slashes intact, in +/// gen_ai.request.model (`anthropic/claude-haiku-4.5`) and the span name. Any cross-framework +/// rule or dashboard keyed on gen_ai.system sees nothing for Flue, and provider attribution +/// must read gen_ai.provider.name. +/// +/// * `agent_attribution_is_wrong_on_chat_spans`: gen_ai.agent.name is the ACTING agent only on +/// invoke_agent spans. On the chat and execute_tool spans nested inside a delegate it reports +/// the registered root agent: all 3 `chat` spans under invoke_agent budget_worker say +/// gen_ai.agent.name=ResearchOrchestrator, and flue.agent.name says the same on 21/21 spans +/// (source: dist/index.mjs:159,194 read event.agentName, which identifiers() also feeds). +/// Per-agent token or latency rollups keyed on gen_ai.agent.name are silently wrong for every +/// delegated model call; use span parentage, flue.task.id or flue.session.name. +/// +/// * `content_ships_customer_stack_traces`: Content-on-by-default is not limited to prompts. +/// The one ERROR span in flue_agents carries an `exception` span event whose +/// exception.stacktrace contains absolute filesystem paths of the running application +/// (/Users/.../frameworks/flue/src/tools.ts:53 and node_modules paths). Errors thrown by +/// customer tool code put their source layout on the wire under the default configuration, +/// gated only by { content: false } — which also removes prompts. +/// +/// * `payload_is_mostly_content`: Content attributes are 84% of all span-attribute bytes in +/// flue_user (76.6 KB of 91.6 KB) and 73% in flue_agents, on conversations of 80-word +/// replies. The single largest attribute observed is a 4,973-byte gen_ai.input.messages; the +/// per-span ceiling is 56 KiB. Volume control for Flue is the content policy, not trace count +/// — and unlike sampling, it is a code change (see content_toggles). +/// +/// * `no_error_status_without_a_thrown_error`: Status is UNSET (code 0) on 45/46 spans; the +/// single ERROR is the tool that throws. Flue sets error.type + ERROR status + an exception +/// event together in one place (dist/index.mjs:447-462), so present(error.type) and +/// status.code=ERROR are equivalent for Flue — unlike google_adk, where they diverge. The +/// exception event here is NATIVE, not fixture-injected. +/// +/// * `harness_resource_attributes`: [H] The resource attributes framework.name=flue and +/// framework.version=2.0.3 are the FIXTURE's, from src/telemetry.ts:32-33 — not Flue's. Flue +/// contributes no resource attribute at all. Any earlier note treating them as a native +/// resource-level vendor signal (a resource matcher candidate) is wrong; see +/// classification.resource_matchers.why. +/// +/// * `dedupe_makes_span_counts_uneven`: A delegated subagent produces ONE invoke_agent span +/// (from task_start), not two, because dist/index.mjs:116 suppresses the subagent's own +/// operation_start. That is why 4 of the 5 invoke_agent spans in flue_agents lack +/// flue.operation.kind and gen_ai.input/output.messages coverage differs between root and +/// delegate invocations — not a capture gap. +/// +/// * `delegation_tree_stays_read_path` — F2, adjudicated DECLINED 2026-08-13: +/// `value_prefix(flue.session.name, "task:")` reads orchestrator-vs-delegate attribution, +/// which is attribution, not classification or session keying — plan scope sends it to the +/// read path. Its write-side value would be nil anyway: `flue.task.id` presence already +/// separates the same populations span-locally (17/21 = exactly the `task:*` spans), so the +/// only thing the value adds is the parent edge encoded in it. `flue.session.name` stays a +/// decoy key. +/// +/// * `latent_openai_namespace_cross_fire` (watch item, no action): when +/// `gen_ai.provider.name == "openai"`, Flue's adapter also stamps +/// `openai.api.type=chat_completions|responses` on chat spans (dist/index.mjs:403-408 — +/// source-only, since every corpus request went through OpenRouter). No rule keys on +/// `openai.*` today (openinference-openai is scope-gated), but any future vendor or +/// unknown-tier rule using that prefix will fire on Flue chat spans, which Flue's own +/// predicate also matches. The at-most-one-vendor test is exactly the tripwire for it. +/// +/// * `instance_id_accepts_the_literal_default` (recorded, deliberate): the `flue.instance.id` +/// candidate does not reject decoy values, faithful to the seed's `validation: [non_empty]`. +/// A customer calling `init(agent, { id: "default" })` therefore produces a state-5 hash of +/// `"default"` that collides across every such customer's instance rollups (the hash is +/// unsalted by design). Accepted: an instance name is customer-authored identity, unlike the +/// harness constants the decoy list targets. +/// +/// Config variants that change the wire shape (`cloudflare-workers-tracing`, `custom-tracer- +/// scope`): recorded in full in the seed's `variants:` block — re-read it before touching this +/// vendor's rules. +pub const FLUE: VendorDef = VendorDef { + id: VendorId::Flue, + detect: detect_flue, + keys: &[ + "flue.operation.kind", + // Phase-2 F1: the delegation guard on the conversation-id authority. + "flue.task.id", + ], + prefixes: &["flue."], + span_names: &[], + session_candidates: &[ + // verdict: A — authority extended by phase-2 fix-queue F1. + SessionCandidateDef { + key: "gen_ai.conversation.id", + // eq-half wire: 8/25 flue_user (one per dispatch, all resolving the SAME + // conv_01KZADQ7NQ… id) and 1/21 flue_agents (the orchestrator root; the + // other 4 invoke_agent spans are delegates carrying their own conv_ ids — + // 5 distinct ids live in that one trace, which is what this authority + // exists to exclude). + // + // Negation half (F1): today 0 prompt spans carry flue.task.id (0/8, 0/1, + // 0/1 across flue_user/flue_agents/flue_smoke) while ALL 17 + // delegate-context spans in flue_agents do, so the guard is vacuous on the + // corpus — it defends a real shape. A delegated subagent produces ONE + // invoke_agent span because dist/index.mjs:116 suppresses the subagent's + // own operation_start; if that dedup guard is ever filtered, dropped or + // refactored away, the delegate's own span arrives with kind=prompt PLUS + // flue.task.id and a SUB-conversation id, and without this test that id is + // promoted to state 6. With it the span stays unauthoritative and resolves + // at instance granularity (state 5) instead, which is correct. + // + // Key ABSENCE, not a value test, deliberately: under the + // cloudflare-workers-tracing variant flue.task.id is kept (seed variants), + // as is flue.operation.kind, so the whole predicate is variant-stable. + authority: |s| { + s.attr("flue.operation.kind") == Some("prompt") && !s.has_attr("flue.task.id") + }, + require_non_empty: true, + reject_decoy_values: true, + event_key: None, + granularity: Granularity::Session, + granularity_of_value: None, + }, + // verdict: A. + SessionCandidateDef { + key: "flue.instance.id", + // No authority predicate — every span of the vendor is authoritative. + authority: |_| true, + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::Instance, + granularity_of_value: None, + }, + ], + decoy_values: &[ + // wire: The value of flue.session.name (46/46 spans) and flue.harness.name (46/46). Any + // candidate resolving to the literal `default` is a harness/session-slot constant, not + // an identity — listed so not_in_decoy_values rejects it if a future Flue version ever + // routes it into a candidate key. + "default", + ], +}; + +fn detect_flue(s: &SpanCtx) -> bool { + // owned_by: library, source: wire. + // Hardcoded in @flue/opentelemetry 2.0.3 dist/index.mjs:94 + // (trace.getTracerProvider().getTracer('@flue/opentelemetry')) — package-scoped, + // library-owned, and the only tracer the adapter ever uses. Catches 25/25 + 21/21 + // spans, including the source-only span types (flue.coordinator, `flue.operation + // shell`) that carry no gen_ai.* key. Standalone evidence because nothing but this + // adapter emits under an npm-scoped tracer name; the one way to break that is the + // customer passing their own shared tracer via options.tracer — see + // variants.custom-tracer-scope and false_positives, in which configuration the + // `flue.` prefix is the discriminator. + s.scope_name() == "@flue/opentelemetry" + // source: wire. + || s.any_attr_prefix("flue.") +} + +/// Seed: frameworks/google_adk/registry-seed.yaml +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `gcp.vertex.agent.event_id` (wire): Per-ADK-Event UUID, 23/39 and 22/30 spans, 14 distinct +/// values inside the single google_adk_agents trace. Session-shaped (bare uuid4) and adjacent +/// to session_id in the same namespace, but changes several times per turn. +/// +/// * `gen_ai.tool.call.id` (wire): Provider tool-call id or ADK-synthesised adk-. +/// Repeats across the HITL ask/deny and ask/approve span pairs, which makes it look like a +/// correlation key; it correlates tool calls, not sessions. +/// +/// * `service.name` (wire): Harness-set here [H]; in real deployments it is the app's service +/// name — process identity, never session identity. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * `call_llm_generate_content_double_count`: call_llm and generate_content are near-duplicate +/// nested spans, 1:1 in both captures, with identical durations and overlapping usage attrs. +/// Any per-span LLM-call or token rollup double-counts unless one is dropped — but they are +/// also the seed's two session-candidate populations: dropping call_llm loses the only +/// gcp.vertex.agent.session_id carrier and the content blobs; dropping generate_content loses +/// half the gen_ai.conversation.id carriers. Keep both, dedupe downstream on +/// (gcp.vertex.agent.event_id, parent). +/// +/// * `gen_ai_system_is_not_the_provider`: gen_ai.system is 'gemini' on generate_content +/// (tracing.py:770, guessed regardless of provider) and the literal 'gcp.vertex.agent' on +/// call_llm. Every request here actually went to openrouter/openai/gpt-4o-mini and +/// openrouter/anthropic/claude-haiku-4.5 via LiteLlm. Provider attribution keyed on +/// gen_ai.system is silently wrong; gen_ai.request.model carries the truth. +/// +/// * `execute_tool_placeholder_blobs`: execute_tool spans hardcode +/// gcp.vertex.agent.llm_request/llm_response to the literal string '{}' (tracing.py:225-226) +/// while call_llm carries the real 1.7-8.6 KB blobs. present() matches both — a value-quality +/// fact, not a classification error (the spans ARE google_adk spans); content-aware consumers +/// must check for the placeholder. +/// +/// * `root_anchored_resolution_descends`: §3's root-most-anchoring must be allowed to descend: +/// the anchor is always a child (invoke_agent), never the trace root — a root-only reader +/// gets zero attributes from 9/9 traces. +/// +/// * `harness_injected_exception_event`: [H] The one exception span event and the one ERROR +/// status (google_adk_agents, execute_tool fetch_transport_data) come from +/// scenario_b.py:82-83 (record_exception/set_status in a BasePlugin on_tool_error_callback). +/// Native ADK sets only error.type=TOOL_ERROR and leaves status UNSET. Do not treat exception +/// events or ERROR status as native ADK signals — use present(error.type). Counted in +/// harness_mutated_spans. +/// +/// * `notes_hitl_claim_unverified`: NOTES.md claims the confirmation handshake is visible +/// inside the llm_request/llm_response blobs; the string adk_request_confirmation occurs +/// nowhere in either capture (nor the pre-prune .bak). The HITL flow IS present but only as 4 +/// execute_tool delete_file spans pairing on gen_ai.tool.call.id — no confirmation span, no +/// confirmation attribute; HITL is invisible to any rule in this seed's algebra. +/// +/// * `adk_exports_nothing_by_default`: Runner-driven ADK honours no OTLP env var — a customer +/// scripting ADK must register their own TracerProvider or nothing is sent. Bounds how much +/// google_adk data maple should expect from non-`adk web` deployments. +/// +/// Config variants that change the wire shape (`adk-schema-v2`): recorded in full in the seed's +/// `variants:` block — re-read it before touching this vendor's rules. +pub const GOOGLE_ADK: VendorDef = VendorDef { + id: VendorId::GoogleAdk, + detect: detect_google_adk, + keys: &[ + "gen_ai.system", + "gen_ai.operation.name", + "gen_ai.request.model", + ], + prefixes: &["gcp.vertex.agent."], + span_names: &[], + session_candidates: &[ + // verdict: A. + SessionCandidateDef { + key: "gen_ai.conversation.id", + // A v1 `AnyOf`, now a plain `||`. Wire carriers are exactly + // op=invoke_agent (8+7) and op=generate_content (9+8); the value is + // Session.id (tracing.py:170,596), one value across all 8 google_adk_user + // traces. `invoke_workflow` is phase-2 G2 (integration decision: ACCEPTED + // on the source citation, consistent with the claude_agent_sdk precedent + // for source-cited clauses): the adk-schema-v2 root — the implicit DEFAULT + // on Vertex Agent Engine, so real customers hit it without opting in — + // replaces `invocation` with `invoke_workflow {entrypoint}` carrying + // gen_ai.operation.name=invoke_workflow AND gen_ai.conversation.id at span + // start (node_tracing.py:189-211, verified against ADK 2.6.2 source; + // exercised_in_captures: false — 0/131 corpus ADK spans). Without the + // disjunct, the v2 root's conversation.id — the only root-readable session + // key ADK ever emits — would be rejected as unauthoritative (state 2 with + // a valid key in hand). Exact-value test, zero corpus movement. + authority: |s| { + matches!( + s.attr("gen_ai.operation.name"), + Some("invoke_agent" | "generate_content" | "invoke_workflow") + ) + }, + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::Session, + granularity_of_value: None, + }, + // verdict: A. + SessionCandidateDef { + key: "gcp.vertex.agent.session_id", + authority: |s| s.attr("gen_ai.system") == Some("gcp.vertex.agent"), + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::Session, + granularity_of_value: None, + }, + // verdict: A. + SessionCandidateDef { + key: "gcp.vertex.agent.invocation_id", + authority: |s| s.has_attr("gen_ai.request.model"), + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::Run, + granularity_of_value: None, + }, + ], + decoy_values: &[], +}; + +// Phase 2 (fix-queue G1, 2026-08-13): re-adjudicated, shape CONFIRMED — all three +// clauses are vendor-owned literals; no guard conjunction is needed (X4 does not +// bind) and none was added. G1's `attribute_count == 0` positive discriminator for +// the `invocation` roots stays DECLINED: zero-attribute INTERNAL spans are the least +// distinctive shape in any fleet, the scope clause already classifies all 9 roots, +// and scope loss degrading the root to non-AI is the seed's recorded, accepted +// posture (the other populations fall to unknown:genai via gen_ai.operation.name, +// 22/39 + 21/30). +fn detect_google_adk(s: &SpanCtx) -> bool { + // owned_by: library, source: wire. + // Hardcoded in google/adk/telemetry/tracing.py:102 + // (instrumenting_module_name="gcp.vertex.agent", version=ADK release, + // schema_url=Schemas.V1_36_0). Library-owned, namespaced, stable across the package. + // Catches 39/39 + 30/30 spans including the attribute-less `invocation` root, which + // nothing else can classify. No non-AI span was observed in this scope (see + // false_positives for the untested co-tenancy caveat). The adk-schema-v2 variant + // does not rename the scope, so detection is v2-proof as-is. + s.scope_name() == "gcp.vertex.agent" + // source: wire. 23/39 + 22/30 spans (call_llm, generate_content, execute_tool); + // survives a scope-rewriting bridge/collector. + || s.any_attr_prefix("gcp.vertex.agent.") + // source: wire. call_llm stamps gen_ai.system to the vendor literal + // (tracing.py:362): 9/39 + 8/30, call_llm only. Fully shadowed by the prefix + // clause on today's wire (every call_llm also carries gcp.vertex.agent.* keys, + // and the identity keys are NOT gated by ADK_CAPTURE_MESSAGE_CONTENT_IN_SPANS — + // that toggle gates only the four content blobs, telemetry/context.py:211) but + // kept as the survivor for attribute-stripping pipelines: vendor-owned-by-value, + // one map lookup, zero corpus FPs. DO NOT add gen_ai.system == "gemini": + // tracing.py:770 stamps it regardless of the actual provider and it would + // collide with any real Gemini/google-genai instrumentation (seed prohibition — + // and that prohibition must extend to any future google_genai vendor, which + // would otherwise claim ADK's 9+8 generate_content golden spans and trip the + // at-most-one-vendor CI). + || s.attr("gen_ai.system") == Some("gcp.vertex.agent") +} + +/// Seed: frameworks/haystack/registry-seed.yaml +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `haystack.pipeline.metadata` (wire): The only customer-writable attribute in the dialect +/// and therefore the obvious place an integrator would stash an id — but it is an opaque JSON +/// blob ('{}' on 10/10 pipeline spans here), fixed at Pipeline construction, and shared by +/// every session that pipeline instance serves. Never join on it. +/// +/// * `haystack.component.name` (wire): The only human-meaningful identity in the dialect +/// ('assistant', 'orchestrator', 'weather_worker'). It is a static pipeline-topology label — +/// one constant value forever, on 6/38 and 9/42 spans — not an instance identifier. Grouping +/// by it yields one bucket per component for the lifetime of the deployment. +/// +/// * `haystack.agent.step` (wire): A per-step counter (0, 1, ...) restarting at 0 inside every +/// agent run; 9/38 and 9/42 spans. Session-shaped only in that it is a small stable-looking +/// scalar. +/// +/// * `service.instance.id` (wire): The most session-shaped value in these captures — a bare +/// uuid4, exactly one per capture — and it is neither native Haystack nor a session: the OTel +/// Python SDK mints it per PROCESS in Resource.create(). It looks like a session id only +/// because each fixture scenario is one short-lived process; in a long-lived server it is +/// constant across every session that server ever handles. +/// +/// Harness-only keys in the fixture captures (not framework signal): `capture.id`. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * `harness_named_scope_native_spans`: [H] The instrumentation scope in both captures is +/// trace-capture.haystack — a harness-chosen string (frameworks/haystack/telemetry.py:48). It +/// is NOT evidence of harness provenance: every one of the 80 spans is emitted by haystack- +/// ai's own tracing calls through opentelemetry-haystack's OpenTelemetryTracer, and the +/// harness contributes only the tracer NAME. Provenance grep over frameworks/haystack/*.py +/// finds zero start_as_current_span, zero set_attribute, zero record_exception, zero +/// set_status, zero add_event outside telemetry.py's provider wiring — hence harness: 0 and +/// harness_mutated_spans: 0 in the goldens. The inverse of the spring_ai case (native-looking +/// scope, harness spans): here the scope name is the only harness artifact and the spans +/// under it are entirely native. It is deliberately absent from scope_matchers. +/// +/// * `values_are_not_all_strings`: NOT all attribute values are strings — +/// haystack/tracing/utils.py coerce_tag_value() passes bool/str/int/float through UNTOUCHED +/// and only JSON-encodes everything else. On the wire that means intValue for +/// haystack.agent.step, haystack.agent.steps_taken, haystack.agent.max_steps, +/// haystack.component.visits and haystack.pipeline.max_runs_per_component, and doubleValue +/// for haystack.agent.step.tool.output whenever a tool returns a number (haystack_agents: +/// calculate -> 750). A consumer that assumes stringValue drops or mistypes them; under the +/// canonical stringification in scripts/verify-seed.ts they compare as '1' / '750'. +/// +/// * `pipeline_output_data_is_always_empty`: haystack.pipeline.output_data is the literal '{}' +/// on 10/10 pipeline spans in both captures, and always will be: pipeline.py:385-393 passes +/// the still-empty pipeline_outputs dict in the tag map, and OpenTelemetryTracer.trace() +/// serializes the tags at span OPEN, before the pipeline has run. Same for +/// haystack.pipeline.metadata='{}' when no metadata is set. A google_adk-style placeholder +/// blob: present() matches, the content is worthless. The real outputs are on the +/// component/agent spans. +/// +/// * `root_is_not_findable_by_name`: Span names are static and non-unique within a trace: the +/// single haystack_agents trace contains FOUR haystack.pipeline.run spans (1 root + 3 worker +/// sub-pipelines invoked as PipelineTools), 9 haystack.component.run, 9 haystack.agent.step +/// and 9 haystack.agent.step.llm. All identity is in attributes. Root detection must be +/// structural. +/// +/// * `content_encoding_is_value_dependent`: Content tags are JSON strings EXCEPT where the +/// payload contains a non-JSON-serialisable object, in which case coerce_tag_value falls back +/// to Python repr(). Measured: 16/18 haystack.agent.step.llm.input values are JSON and 2/18 +/// are repr (the haystack_agents orchestrator, whose tool list holds PipelineTool objects); +/// 4/5 haystack.agent.tools are JSON and 1/5 is repr; llm.output is JSON 18/18. Parsers must +/// tolerate both, per-value — it is not a fixed property of the key. +/// +/// * `no_error_signal_of_any_kind`: hasError is false on 80/80 spans and status is UNSET on +/// 80/80, including the always-failing fetch_transport_data 503 in haystack_agents. Failure +/// surfaces only as the string {"error": "..."} inside the content-gated +/// haystack.agent.step.tool.output. Combined with the missing status/event surface in the +/// Span ABC, Haystack cannot report an error to a tracing backend at all. +/// +/// * `hitl_is_native_but_invisible`: Scenario A exercises Haystack's first-class +/// ConfirmationHook/before_tool gate (only the stdin UI is substituted). It produces NO +/// telemetry: the approval decision gets no span and no event, and a REJECTED tool call +/// produces no haystack.agent.step.tool span at all, because the hook strips the call before +/// the execution stage. Wire-confirmed: the denied delete_file(/tmp/report-final.txt) turn +/// has 2 agent steps and zero tool spans, while the approved delete_file(/tmp/scratch- +/// notes.txt) turn has 1 tool span. HITL is invisible to every rule in this seed's algebra; +/// the only trace of a denial is a sentence inside a content blob. +/// +/// * `harness_class_names_leak_into_native_values`: [H] haystack.component.fully_qualified_type +/// on the briefing_notes span reads 'scenario_b.BriefingNotes' — a harness-authored component +/// class. The SPAN is native (emitted by PipelineBase._create_component_span), so it is not +/// harness by provenance; only the value names fixture code. Worth flagging because +/// fully_qualified_type is otherwise the best available signal for what a component actually +/// is, and in customer data it will name customer classes just as often. +/// +/// * `parallel_fanout_is_real_and_context_propagates`: Verified from the wire, not prose: the +/// three worker tool spans in haystack_agents start within 0.7 ms of each other and overlap +/// for seconds (2088 / 5020 / 4743 ms durations under one 7592 ms step span). Agent +/// dispatches tool calls through a ThreadPoolExecutor bounded by tool_concurrency_limit +/// (default 4) and propagates context with contextvars.copy_context(), so the child spans +/// nest correctly across the thread boundary — no orphans, no split traces. +/// +/// * `execution_mode_records_the_sync_async_path`: haystack.pipeline.execution_mode is 'sync' +/// on 10/10 pipeline spans here. AsyncPipeline takes a parallel code path (pipeline.py:906, +/// agent.py:1203) with the same span names and the same tag vocabulary, so nothing in this +/// seed changes — but it is the attribute to check when reconciling a customer's async +/// deployment. +/// +/// Config variants that change the wire shape (`content-tracing-disabled`, `opentelemetry- +/// connector`, `openinference-haystack`): recorded in full in the seed's `variants:` block — +/// re-read it before touching this vendor's rules. +/// +/// Phase-2 note (fix-queue X2, integration decision D-3): the empty-fallback gap is +/// closed by the span-name clause in `detect_haystack` below, NOT by an unknown-tier +/// `haystack.*` line — such a line would be unreachable by construction (the vendor's +/// own unconditional `haystack.` prefix clause matches the identical population first). +pub const HAYSTACK: VendorDef = VendorDef { + id: VendorId::Haystack, + detect: detect_haystack, + keys: &[], + prefixes: &["haystack."], + span_names: &[ + "haystack.pipeline.run", + "haystack.component.run", + "haystack.agent.run", + "haystack.agent.step", + "haystack.agent.step.llm", + "haystack.agent.step.tool", + ], + session_candidates: &[], + decoy_values: &[], +}; + +fn detect_haystack(s: &SpanCtx) -> bool { + // owned_by: library, source: source_code. + // NOT observed in these captures — recorded from + // haystack_integrations/components/connectors/opentelemetry/opentelemetry_connector + // .py:84, which hardcodes opentelemetry.trace.get_tracer("haystack") — the ONLY + // library-owned scope name Haystack can produce, and the one the current Haystack docs + // steer customers to (see the opentelemetry-connector variant). A bare product-name + // tracer is a real if remote collision risk, called out under false_positives. On the + // enable_tracing() path exercised here the scope is whatever Tracer the app constructed + // — in these captures the harness's trace-capture.haystack [H], which is DELIBERATELY + // NOT transcribed: it does not exist in customer data, and no allowlist can enumerate + // app-chosen names. Redundant with the span-name clause for every span Haystack itself + // can emit today; kept as the record of the one library-owned scope and as a guard for + // any future connector span under a non-haystack.* name. + s.scope_name() == "haystack" + // source: wire. 38/38 + 42/42 spans carry >=1 of the dialect's 28 haystack.* keys + // (content tracing ON); the namespace is exclusively Haystack's — no other corpus + // capture has any haystack.* key. Vendor-owned namespace => unconditional per X4. + || s.any_attr_prefix("haystack.") + // source: wire + source_code (phase-2, fix-queue X2 / the content-off gap). + // Library-constant span names, passed by haystack-ai itself (pipeline.py:385, + // core/pipeline/base.py:978, agent.py:862, agent.py:1145, tool_calling.py:192), + // never by the customer — 80/80 corpus spans carry one of the six. This clause is + // what classifies the attribute-less haystack.agent.step.llm spans under the + // DEFAULT HAYSTACK_CONTENT_TRACING_ENABLED=false config (agent.py:1162 opens them + // with no tags), where no attribute fingerprint — vendor-tier or unknown-tier — + // can see them. Deviation from the spec's `starts_with("haystack.")` form, + // deliberate: the prefilter dispatches span names by EXACT match only, so a + // prefix comparison could never be covered by declarable hints (a future span + // name would pass the direct path and silently miss the fast path); the exact + // six-name set is the spec's own named-safer alternative and matches the declared + // `span_names` hints one-to-one. A new Haystack span type needs a hint+predicate + // entry here — same maintenance class as the seed's enumerated posture. + // Corpus FP sweep: 0 spans outside the haystack captures carry any of these names. + || matches!( + s.span_name(), + "haystack.pipeline.run" + | "haystack.component.run" + | "haystack.agent.run" + | "haystack.agent.step" + | "haystack.agent.step.llm" + | "haystack.agent.step.tool" + ) +} + +/// Seed: frameworks/langgraph/registry-seed.yaml (write-side plan D2: `langgraph` → `langchain` +/// — the LangSmith dialect is not span-locally separable). +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `langsmith.trace.session_name` (wire): THE prime decoy of this framework: 'session' here +/// is LangSmith's legacy word for a tracing PROJECT. The value is $LANGSMITH_PROJECT (default +/// 'default'), a deployment-wide constant that never changes for the life of the process — +/// 42/42 spans hold langgraph_user and 17/17 hold langgraph_agents. Joining on it merges +/// every trace the deployment ever produced into one 'session'. +/// +/// * `langsmith.trace.session_id` (source_code): Same thing as session_name, as a UUID: the +/// LangSmith project id (_otel_exporter.py:97,552, set from run_info.session_id). Not +/// observed here because OTEL-only mode never talks to the LangSmith API and so never learns +/// a project id — but a hosted/hybrid customer emits it, and it looks exactly like a session +/// uuid. +/// +/// * `langsmith.metadata.LANGSMITH_PROJECT` (wire): The same project name again, arriving by a +/// different route: every LANGCHAIN_* / LANGSMITH_* environment variable is mirrored into +/// metadata (langsmith/env/_runtime_env.py:171-199, minus an exclusion list and any name +/// containing key/secret/token). Constant per deployment. 42/42 + 17/17. +/// +/// * `langsmith.metadata.checkpoint_ns` (wire): Looks session-shaped (:) and sits +/// in the same namespace as thread_id, but it is the per-node-task checkpoint namespace: +/// 11/42 + 11/11 spans, 11 distinct values inside langgraph_user and 5 inside the SINGLE +/// langgraph_agents trace. Promoted by an ensure_config allowlist (runnables/config.py:297) +/// that also covers 'model'. Present even when the customer passes no configurable at all. +/// +/// * `langsmith.metadata.langgraph_checkpoint_ns` (wire): Same value as checkpoint_ns on the +/// node-span population (34/42 + 16/17, 12 and 5 distinct values). Changes several times per +/// turn; correlates a Pregel task, never a conversation. +/// +/// * `langsmith.metadata.revision_id` (wire): Deployment identity, not session identity: +/// $LANGCHAIN_REVISION_ID or, by default, `git describe --tags --always --dirty` of the +/// process CWD (_runtime_env.py:193-201). Constant for the life of a deploy; 04d3fbf-dirty on +/// 59/59 spans here. Also a leak: it publishes the host repo's git state. +/// +/// * `service.instance.id` (wire): OTel-SDK-minted uuid4, one per PROCESS (resource attribute). +/// In a one-scenario-one-process fixture it aliases the session perfectly and in a long-lived +/// server it aliases nothing. Never join on it. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * `two_stage_flush_or_nothing`: A plain provider.force_flush() exports NOTHING. langsmith +/// converts runs into spans on its own background worker, so at process exit the +/// TracerProvider's queue is still empty. The capture only works because +/// common.py:flush_tracing() first calls +/// langchain_core.tracers.langchain.wait_for_all_tracers() and get_client().flush(), and only +/// then force_flush()+shutdown(). Any customer (or maple onboarding doc) that follows the +/// standard OTel shutdown recipe gets an empty pipeline with no error — a silent-zero trap +/// that applies to every LangChain-based integration, not just LangGraph. +/// +/// * `metadata_namespace_is_an_open_door`: langsmith.metadata.* is NOT a fixed key set. Two +/// blanket loops feed it: (1) langchain-core copies every scalar entry of the `configurable` +/// dict into inheritable LangSmith metadata — the only exclusions are keys starting with '__' +/// and the single literal 'api_key' (runnables/config.py:151-167), so ARBITRARY customer- +/// chosen keys (user ids, tenant ids, emails, anything) arrive as span attributes on every +/// span of the tree; (2) langsmith mirrors every LANGCHAIN_*/ LANGSMITH_* environment +/// variable into metadata, minus a small exclusion list and any name containing +/// key/secret/token (_runtime_env.py:171-199). Consequences: maple must treat +/// langsmith.metadata.* as unbounded-cardinality customer data (PII risk, attribute-count +/// blowup), and the seed's session key is a customer-namespace key that merely happens to be +/// conventional — a customer passing configurable.thread_id with non-session semantics would +/// poison it. The upside is that the same mechanism is exactly why thread_id reaches 42/42 +/// spans including the root. +/// +/// * `gen_ai_system_is_guessed_from_the_model_string`: _set_gen_ai_system() substring-matches +/// the model name against a hardcoded table (anthropic/claude, gpt/openai, gemini, mistral, +/// groq, ...), defaulting to 'langchain'. Every request in these captures went to OpenRouter, +/// yet llm spans report gen_ai.system=openai (5) and anthropic (3). Provider attribution +/// keyed on gen_ai.system is silently wrong; gen_ai.request.model carries the truth +/// (openai/gpt-4o-mini, anthropic/claude-haiku-4.5). +/// +/// * `interrupts_are_error_spans`: LangGraph's native HITL gate (interrupt() + +/// Command(resume=...)) produces no dedicated span, attribute or event. The interrupted +/// tool_executor span simply carries status.code=2 and an `exception` event with +/// exception.type='Exception' and the GraphInterrupt repr in exception.message. 2 of the 3 +/// ERROR spans in the corpus are successful approval pauses. Also: a DENIED tool never +/// produces a tool span at all — the denial exists only inside the parent node's +/// gen_ai.completion blob. +/// +/// * `one_invoke_one_trace_multiplies_traces_per_session`: Each graph.ainvoke() is its own +/// trace, and an interrupt/resume pair splits one logical turn into two traces: 6 user turns +/// -> 8 traces in langgraph_user, all joined only by langsmith.metadata.thread_id. Cost/quota +/// reasoning must not equate traces with turns, and any per-trace head sampler shreds a +/// session geometrically (a 6-turn session survives intact with probability p^8). +/// +/// * `no_native_span_or_trace_identity_attributes`: langsmith.trace.id, langsmith.span.id and +/// langsmith.span.dotted_order are absent from the wire — identity is carried purely by +/// native OTel traceId/spanId/parentSpanId. There is consequently NO run-granularity join key +/// of any kind in this dialect (no invocation id, no run id), which is why this seed has +/// exactly one session candidate and no run-granular one. +/// +/// * `span_kind_and_names_are_useless_for_classification`: 59/59 spans are INTERNAL (kind=1). +/// Span NAMES are pure customer input — they are the graph node names (assistant, +/// tool_executor, route, orchestrator, budget_worker) and the compiled graph name; without +/// builder.compile(name=...) the root is the literal string 'LangGraph'. No span-name +/// predicate may be written for this framework. The type discriminator is the attribute +/// langsmith.span.kind (chain|llm|tool observed; retriever|prompt|parser|embedding also exist +/// in source). +/// +/// * `attribute_values_are_properly_typed`: Unlike spring_ai, this exporter preserves OTLP +/// types: gen_ai.usage.* arrive as intValue, langsmith.metadata.ls_temperature as +/// doubleValue, langsmith.metadata.stream as boolValue. Canonical stringification therefore +/// matters for eq() predicates over these keys (bool -> "true"/"false"). +/// +/// * `stale_probe_capture_present`: captures/langgraph_smoke (1 record, 3 spans, 1 trace) is a +/// throwaway OTel-wiring probe from the same review. It is deliberately NOT listed in +/// captures: above and must never be counted as fixture data; §7 regeneration should delete +/// it. +/// +/// Config variants that change the wire shape (`langsmith-internal-provider`): recorded in full +/// in the seed's `variants:` block — re-read it before touching this vendor's rules. +pub const LANGCHAIN: VendorDef = VendorDef { + id: VendorId::Langchain, + detect: detect_langchain, + keys: &["gen_ai.system"], + prefixes: &["langsmith."], + span_names: &[], + session_candidates: &[ + // verdict: B. + SessionCandidateDef { + key: "langsmith.metadata.thread_id", + // No authority predicate — every span of the vendor is authoritative. + authority: |_| true, + require_non_empty: true, + reject_decoy_values: true, + event_key: None, + granularity: Granularity::Session, + granularity_of_value: None, + }, + ], + decoy_values: &[ + // source_code: LangSmith's default project name when neither LANGSMITH_PROJECT nor + // LANGCHAIN_PROJECT nor LANGCHAIN_SESSION is set (utils.py:446-462). It is therefore + // the most common value of langsmith.trace.session_name and + // langsmith.metadata.LANGSMITH_PROJECT in the wild. Not observed here (the harness sets + // the project to the capture id [H]), and listed as a value so that any future + // candidate carrying it is forced to state 4 rather than 6. + "default", + ], +}; + +// Phase-2 predicate (langgraph spec L-extra-1, integration decision): the v1 +// `langsmith.internal_provider` resource conjunct is DROPPED, not ported. It was +// source_code-only (zero wire witnesses: 0/62 spans across all three langgraph +// capture dirs, 0 corpus-wide), and v2 has no non-classifying tier — as a +// standalone disjunct it is either redundant (the provider is private to +// langsmith, so the marker co-occurs only with scope=langsmith) or a latent +// process-wide FP (a globally-registered internal provider would stamp every +// co-tenant library's spans with the marker resource). The seed's +// langsmith-internal-provider variant records "span attributes, scope and session +// behaviour are identical", so the scope + attr clauses below cover that variant +// with zero span loss. The seed entry stays as the review record. +fn detect_langchain(s: &SpanCtx) -> bool { + // owned_by: library, source: wire. + // Hardcoded: trace.get_tracer("langsmith", tracer_provider=...) at + // _otel_exporter.py:243 — one call site, one tracer for the whole package, no version + // and no schema_url argument (wire confirms scope.version = "" and no schemaUrl on + // 59/59 spans). It is a bare, unnamespaced word, but it is a product name rather than a + // generic term like 'ai'/'gen_ai', and nothing else in the OTel ecosystem claims it + // (phase-2 corpus sweep: zero non-langgraph spans with this scope across 57 captures). + // Two things temper that: (a) with no version and no schema_url there is NO secondary + // confirmation available for a tiebreak, unlike google_adk; (b) the scope is the + // LangSmith dialect's, not LangGraph's — plain LangChain and bare @traceable spans land + // in it too (see false_positives), which is exactly the `langchain` vendor per D2. + s.scope_name() == "langsmith" + // source: wire. Library-owned, product-named prefix (langsmith.span.kind / + // trace.name / trace.session_name are written for every exported run, + // _otel_exporter.py:546-555): 42/42 + 17/17 spans. Rename-proofs against scope + // rewrite/loss; corpus sweep: zero foreign spans carry any langsmith.* key. + || s.any_attr_prefix("langsmith.") + // source: wire. gen_ai.system defaults to the literal "langchain" for every + // non-LLM run (_set_gen_ai_system fallback): 33/42 + 9/17, always co-occurring + // with the clauses above, so this adds zero corpus coverage — it exists purely to + // survive a langsmith.* namespace rename. Generic KEY but vendor-named VALUE; + // corpus sweep: zero foreign spans (openrouter's 1,477 gen_ai.system values are + // "openai", never "langchain"). NEVER extend to values "openai"/"anthropic" — + // those are guessed by substring-matching the model name and collide with real + // provider SDK instrumentation. + || s.attr("gen_ai.system") == Some("langchain") +} + +/// Seed: frameworks/litellm/registry-seed.yaml +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `service.instance.id` (wire): RESOURCE attribute, a fresh uuid4 per PROCESS generated by +/// the OTel Python SDK (sdk/resources/__init__.py:507-528), not by LiteLLM. Because each +/// scenario is one process it takes exactly one value per capture and looks like a perfect +/// session id; in a long-lived gateway it is one value for millions of sessions. The +/// archetypal fixture-shaped trap: predicates fall through to resource attributes, so a +/// candidate on this key would resolve on EVERY span. +/// +/// * `model_id` (wire): RESOURCE attribute; defaults to OTEL_MODEL_ID or, failing that, +/// service.name (opentelemetry.py:254-255, 370) — here the literal 'litellm-user' / 'litellm- +/// agents'. Deployment identity, constant forever. +/// +/// * `deployment.environment` (wire): RESOURCE attribute from OTEL_ENVIRONMENT_NAME, default +/// 'production' (opentelemetry.py:253). A process-wide constant. +/// +/// * `litellm.call_id` (wire): A fresh uuid4 per completion() call (17 distinct values across +/// 17 spans). Correlates one LLM request, not a conversation — and it is the authority +/// predicate for the candidates above precisely because it marks the request population. +/// +/// * `gen_ai.response.id` (wire): Provider response id (gen-1785983497-…), unique per call. +/// +/// * `llm.openrouter.id` (wire): The same provider response id repeated on raw_gen_ai_request +/// under the provider-prefixed namespace. Unique per call. +/// +/// * `metadata.user_api_key_hash` (wire): Hash of the virtual key. Key identity, not session +/// identity — and empty in SDK mode like the other 29 blank metadata.* keys. +/// +/// * `metadata.requester_metadata` (wire): The only channel for application metadata, and it +/// arrives as a stringified PYTHON DICT (single quotes), not JSON. A customer will inevitably +/// hide their own session id in here; it is not parseable by the algebra and must never be +/// treated as a key. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * `litellm_is_usually_a_passthrough`: The most important fact about this vendor: LiteLLM is +/// a gateway, not an agent framework, so most real LiteLLM telemetry arrives UNDERNEATH +/// another framework's spans rather than on its own. Expect litellm to co-occur with a second +/// AI vendor in the same trace far more often than it appears alone, and expect its spans to +/// be leaves. Vendor must be per-span; a per-trace vendor scalar is wrong for every +/// passthrough deployment. +/// +/// * `silent_attribute_loss_landmine`: SOURCE-VERIFIED, opentelemetry.py:1206 (sync) and 1936 +/// (async): should_create_primary_span = parent_span is None or +/// get_secret_bool('USE_OTEL_LITELLM_REQUEST_SPAN'). With a parent span present and the flag +/// unset — the DEFAULT for any wrapper — LiteLLM creates no span and stamps every +/// gen_ai./llm./litellm./metadata. attribute onto the caller's span (line 1224). If that +/// caller's span has already ended (LiteLLM's success callback runs after a synchronous +/// `with` block exits) the OTel SDK discards each set_attribute with a 'Setting attribute on +/// ended span' log line and nothing else. The first run of this fixture produced 28 spans +/// with ZERO token, model or message data and no error. Any framework that wraps LiteLLM +/// without setting this flag exports LLM spans with no LLM attributes — a silent-zero trap +/// maple should expect to see in the wild. +/// +/// * `cost_is_only_inside_a_json_string`: There is no gen_ai.usage.cost attribute. Per-call +/// cost exists on the trace ONLY as `response_cost` inside the hidden_params JSON string +/// attribute (e.g. {"model_id": null, …, "response_cost": 0.00011625, …}, ~1.4 KB), and a +/// second time inside metadata.usage_object / llm..usage, both of which are Python +/// repr() with single quotes rather than JSON. First-class cost exists only on the opt-in +/// gen_ai.client.token.cost metric. +/// +/// * `thirty_of_thirty_three_metadata_keys_are_blank`: Every litellm_request span carries +/// exactly 33 metadata.* attributes of which 30 are the empty string in SDK mode +/// (user_api_key_hash, _team_id, _org_id, _user_id, _end_user_id, spend_logs_metadata, +/// team_alias, …). They are pure noise — about half the attribute count of the corpus' widest +/// span — but always present, so present()-based rules and non-null-based dashboards both see +/// them as populated. +/// +/// * `six_attribute_families_on_one_span`: A single litellm_request span carries 50-63 +/// attributes spanning six vocabularies at once: OTel gen_ai semconv, Traceloop/OpenLLMetry +/// llm.*, INDEXED gen_ai.completion..function_call.*, LiteLLM's own litellm.*, 33 +/// metadata.*, and the bare unnamespaced hidden_params. Widest single span in the corpus; any +/// family-based classifier will see several families fire simultaneously. +/// +/// * `span_names_are_customer_overridable`: metadata={'generation_name': …} replaces the span +/// name for BOTH litellm_request (opentelemetry.py:2718-2722) and raw_gen_ai_request +/// (opentelemetry.py:1306). Combined with the gen-ai-latest-experimental rename, no span-name +/// predicate is safe for this vendor — which is why none appears in this seed despite +/// `litellm_request` being an unusually distinctive name. +/// +/// * `scope_name_is_env_overridable`: LITELLM_TRACER_NAME = os.getenv('OTEL_TRACER_NAME', +/// 'litellm') (opentelemetry.py:70) — read at MODULE IMPORT, so the scope name a customer's +/// spans arrive under is app-controllable. The default is a bare, unversioned, schema-less +/// word: scope.version and scope.schemaUrl are both empty on all 34 native spans because +/// get_tracer is called with the name alone (opentelemetry.py:561). otel-v2 passes a version; +/// v1 never does. +/// +/// * `gen_ai_system_is_the_provider_not_litellm`: gen_ai.system is `openrouter` on all 17 +/// litellm_request spans — the routed provider, never `litellm`. gen_ai.request.model is the +/// provider-side name (openai/gpt-4o-mini) while litellm.provider.model is the routed LiteLLM +/// name (openrouter/openai/gpt-4o-mini); the two differ on every span. LiteLLM self- +/// identifies in exactly one place in the whole integration: gen_ai.framework="litellm" on +/// the opt-in METRICS (opentelemetry.py:1471). No trace attribute names the framework. +/// +/// * `operation_name_is_not_a_semconv_value`: gen_ai.operation.name = `acompletion` (the +/// litellm call type: completion / acompletion / …), not `chat`. It only becomes `chat` under +/// the gen-ai-latest-experimental opt-in. NOTES.md previously claimed `chat` for the default +/// dialect; the wire disagrees and the wire wins. Any unknown-tier rule that switches on the +/// VALUE of gen_ai.operation.name will not recognise default-dialect LiteLLM. +/// +/// * `values_are_python_repr_not_json`: gen_ai.input.messages / gen_ai.output.messages / +/// hidden_params are real JSON, but metadata.usage_object, metadata.requester_metadata and +/// every llm..* blob are Python str()/repr() with single quotes and None/True/False +/// literals. A JSON parser fails on them. All attribute values arrive as OTLP stringValue, +/// including counts and booleans (llm.is_streaming="False"). +/// +/// * `native_spans_are_always_ok`: Both native span types set StatusCode.OK explicitly +/// (opentelemetry.py:1282, 1313) rather than leaving UNSET. Wire-confirmed after the fidelity +/// pass: 34/34 spans carry status code 1 and 0 span events — including litellm_agents, whose +/// fetch_transport_data tool raised a 503 and whose model wrote about the failure in prose. +/// There is NO error signal of any kind on a LiteLLM trace when the APPLICATION fails; only a +/// failed LLM call reaches _handle_failure, which no scenario exercised. otel-v2 changes the +/// success status to UNSET. +/// +/// * `default_topology_is_one_trace_per_request`: WIRE-VERIFIED 2026-08-11, the headline fact +/// for maple. A customer calling litellm.acompletion() with no other instrumentation gets ONE +/// INDEPENDENT TRACE PER HTTP REQUEST — 2 spans, root litellm_request, child +/// raw_gen_ai_request, nothing linking it to the previous call. A 6-turn chat is 9 +/// disconnected traces (litellm_user); a 5-agent orchestration with a real parallel fan-out +/// is 8 disconnected traces (litellm_agents). Combined with the total absence of a session +/// key, LiteLLM is the corpus' worst case for conversation reconstruction: neither a trace id +/// nor an attribute joins two calls of the same conversation. Any grouping maple offers here +/// must come from resource identity + time, or from the customer adding their own parent span +/// — which then triggers the no-primary-span landmine. +/// +/// * `harness_no_longer_emits`: PROVENANCE, post-§7: the fixture (frameworks/litellm/**) +/// creates no spans and sets no attributes. telemetry.py wires LiteLLM's own OTel callback +/// and calls force_flush; agent.py/scenario_*.py call acompletion() and nothing else, and no +/// USE_OTEL_LITELLM_REQUEST_SPAN or content-capture override is set. The one fixture-visible +/// value on the wire is metadata.requester_metadata, which is LiteLLM's own application- +/// metadata channel (metadata={'metadata': {...}}), not instrumentation — a real customer's +/// app metadata lands in exactly the same place. captures/litellm_semconv_probe still +/// contains 4 pre-pass harness spans and is excluded from the goldens. +/// +/// Config variants that change the wire shape (`gen-ai-latest-experimental`, `otel-v2`, `no- +/// primary-span`, `primary-span-forced`): recorded in full in the seed's `variants:` block — +/// re-read it before touching this vendor's rules. +pub const LITELLM: VendorDef = VendorDef { + id: VendorId::Litellm, + detect: detect_litellm, + // `litellm.call_id` is consulted by the session authority only; detect reads + // nothing but the scope column (see detect_litellm). + keys: &["litellm.call_id"], + prefixes: &[], + span_names: &[], + session_candidates: &[ + // verdict: A. + SessionCandidateDef { + key: "metadata.user_api_key_end_user_id", + authority: litellm_session_authority, + require_non_empty: true, + reject_decoy_values: true, + event_key: None, + granularity: Granularity::User, + granularity_of_value: None, + }, + // verdict: A. + SessionCandidateDef { + key: "metadata.user_api_key_user_id", + authority: litellm_session_authority, + require_non_empty: true, + reject_decoy_values: true, + event_key: None, + granularity: Granularity::User, + granularity_of_value: None, + }, + ], + decoy_values: &[ + // wire: 30 of the 33 metadata.* keys on EVERY litellm_request span are the empty string + // in SDK mode (only applied_guardrails, requester_metadata and usage_object hold data). + // present() matches all of them, so any presence-only session resolution collapses + // every LiteLLM trace in the fleet onto one "" group. This is the single most important + // validation fact for this vendor. + "", + // source_code: LiteLLM's proxy sentinel for the global admin (proxy/_types.py:3106). + // Not observed here (SDK mode blanks the key), but a proxy deployment stamps it into + // metadata.user_api_key_user_id for every admin-key request, producing a deployment- + // wide constant that looks like a real user id. + "default_user_id", + ], +}; + +// Phase-2 predicate (fix-queue LI2, applied as a DELETION): the v1 unguarded +// `litellm.` prefix matcher stole the host framework's spans under LiteLLM's +// default no-primary-span config (opentelemetry.py:1222-1226 stamps the CALLER's +// span with litellm's whole attribute set), and its guarded form +// `any_attr_prefix("litellm.") && scope == "litellm"` is subsumed by the scope +// clause — so the scope equality is the entire predicate. The v1 `model_id` +// resource conjunct is likewise gone: LiteLLM installs the GLOBAL TracerProvider, +// so `model_id` is a process-wide resource that every co-tenant library inherits +// (opentelemetry.py:364-374, 549-557); it stays as doc-comment evidence and a +// decoy key only. Rename evasion is the ACCEPTED ceiling (integration decision): +// OTEL_TRACER_NAME renames the scope and the spans degrade to unknown:genai +// (litellm_request carries gen_ai.operation.name 17/17) / unknown:other +// (raw_gen_ai_request via the `llm.` fingerprint) — no span-local signal +// separates "litellm under a renamed scope" from "foreign span stamped by +// passthrough", because the attribute sets are identical by construction. +fn detect_litellm(s: &SpanCtx) -> bool { + // owned_by: library, source: wire. + // Hardcoded in litellm/integrations/opentelemetry.py:70 (LITELLM_TRACER_NAME) and again + // in the v2 rewrite at otel/logger.py:69. It is the ONLY thing that classifies + // `raw_gen_ai_request` (17 spans across the two captures), which carries no gen_ai.*, + // no litellm.* and no stable attribute namespace at all. Catches 18/18 + 16/16 golden + // spans and the 3 native spans of litellm_semconv_probe (the gen-ai-latest-experimental + // dialect keeps the scope while renaming spans). Corpus negative sweep (phase-2 review): + // zero spans in any other capture carry this scope. Two caveats: (a) the name is a bare + // word and is overridable by the app via OTEL_TRACER_NAME — see the rename-evasion + // ceiling above. (b) In proxy deployments and under otel-v2 this scope also carries + // non-AI spans (`Received Proxy Server Request`, `{service} {call_type}`) — they are + // still LiteLLM's spans, so vendor attribution stays correct even when 'is this an AI + // span' does not. + s.scope_name() == "litellm" +} + +fn litellm_session_authority(s: &SpanCtx) -> bool { + s.has_attr("litellm.call_id") +} + +/// Seed: frameworks/llamaindex/registry-seed.yaml +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `session_id` (source_code): llama_index.core.memory.Memory.session_id (memory.py:254, +/// defaulting to generate_chat_store_key()) is the SQL/chat-store partition key that the +/// memory blocks read and write. It is the one thing in LlamaIndex actually named a session — +/// and it NEVER reaches telemetry: no span attribute, no event attribute, 0 occurrences in +/// either capture. Joining on it is impossible, and expecting it is the natural mistake. +/// +/// * `span_id` (wire): Present on every dispatcher span EVENT (36+9+6 events per capture). It +/// is LlamaIndex's own string span id, format `ClassName.method-` — NOT the OTel span +/// id and not stable across anything. Session-shaped (a uuid4) and sitting next to +/// tags.llamaindex.run_id in the same event attribute map. +/// +/// * `id_` (wire): Per-EVENT uuid4 on every span event; changes several times per span. The +/// most session-shaped bare uuid in the capture. +/// +/// * `llamaindex.step.input_event` (wire): The workflow event CLASS NAME that triggered the +/// step (AgentSetup, ToolCall, AgentWorkflowStartEvent, WeatherTask, ...): 73/79 and 69/75 +/// spans, only 6 distinct values, constant across runs. A low-cardinality string that a naive +/// group-by could mistake for a conversation/thread key. +/// +/// Harness-only keys in the fixture captures (not framework signal): `llamaindex.agent_name`, +/// `llamaindex.agent_model`. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * `payload_lives_in_span_events`: The defining property of this dialect: the classification- +/// relevant surface (attributes) and the value-relevant surface (span events) are disjoint. +/// Three attribute keys total; everything a consumer wants — prompts, tool arguments, tool +/// results, agent replies, model name — is in flatten_dict()ed span EVENT attributes +/// (LLMChatStartEvent.messages, model_dict.model_name, step.output.output, +/// workflow.output.output). Any ingest path that drops span events keeps 100% of the +/// classification signal and loses ~82% of the payload. +/// +/// * `no_model_no_tokens_no_cost`: There is no model name, no token count and no cost on any +/// span, in any signal. Model identity exists only inside the LLMChatStartEvent event +/// (model_dict.model_name), which is present on 9/18 and 8/16 astream_chat spans. Token usage +/// exists NOWHERE: LLMChatEndEvent/LLMChatInProgressEvent are dropped because the streaming +/// span closes when the coroutine returns the generator, before the stream is consumed +/// (base.py:306 `if current_span_id not in self.span_handler.all_spans`). Per-span cost/token +/// rollups are impossible for LlamaIndex. +/// +/// * `double_llm_spans`: Every LLM call emits TWO OpenRouter.astream_chat spans with near- +/// identical timing (FunctionCallingLLM.astream_chat_with_tools -> astream_chat, both +/// dispatcher-decorated): 18 spans / 9 LLMChatStartEvents in llamaindex_user, 16/8 in +/// llamaindex_agents. Only the first carries the event. Any LLM-call count keyed on span name +/// double-counts; dedupe on (parent, LLMChatStartEvent presence). +/// +/// * `hitl_error_spans_are_not_failures`: NATIVE HITL: ctx.wait_for_event(HumanResponseEvent, +/// waiter_event= InputRequiredEvent(...)) suspends by raising an internal control-flow +/// exception and REPLAYING the step, so each approval produces two FunctionTool.acall spans — +/// the first with StatusCode.ERROR, a SpanDropEvent and an `exception` event whose message is +/// `Waiting for event `, then a successful one. +/// 2 of the 3 ERROR spans in the corpus-for-this-framework are this pattern, not failures. +/// There is no HITL-specific attribute or event name: the approval gate is only detectable by +/// that exception message string, which the algebra cannot match. +/// +/// * `error_status_is_native_and_shallow`: Unlike google_adk, the ERROR status and the +/// `exception` span event are NATIVE here (base.py:245-255 prepare_to_drop_span calls +/// record_exception + set_status). The real tool failure (fetch_transport_data 503) is marked +/// ERROR on FunctionTool.acall only; the parent BaseWorkflowAgent.call_tool stays OK because +/// the agent converts the exception into a ToolCallResult. exception.stacktrace frames are +/// dispatcher internals, not customer code. +/// +/// * `instrument_tags_is_the_only_extension_point`: [H] scenario_b.py uses +/// instrument_tags({'agent_name','agent_model'}) around each worker run, producing +/// llamaindex.agent_name/llamaindex.agent_model on 62/75 spans. Those keys are FIXTURE-ONLY +/// and must not be transcribed. They are kept visible because they prove two registry- +/// relevant facts: (a) LlamaIndex has NO native agent-identity attribute — without tags, +/// agent identity is recoverable only from prompt text inside span events; (b) +/// instrument_tags is the injection point for any customer key, session ids included, and it +/// prefixes dot-less keys with 'llamaindex.' while passing dotted keys through verbatim +/// (base.py:191-196). NOT counted under harness_mutated_spans (fixed after cross-seed audit): +/// passing config through a first-class API (instrument_tags) is simulated customer action, +/// exactly like mastra's tracingOptions.metadata — 'mutated' is reserved for scenario code +/// calling telemetry APIs on native spans (record_exception/set_status/ add_event, the +/// google_adk case). The injected VALUES stay [H] and the keys are listed under harness_keys. +/// +/// * `instrument_tags_injection`: Because the only injection point is a free-form tag dict, +/// there is NO canonical LlamaIndex session attribute key, and the seed carries no session +/// candidate (the earlier 'session.id' convention-bet candidate was removed by the cross-seed +/// audit — unobserved, non-native keys are not registrable). The mechanism itself, for the +/// education surface: wrap each run in `with instrument_tags({'': sid}): await +/// agent.run(...)` — tags are read at span creation (dispatcher.py:361-375), so the key lands +/// on the ROOT and every descendant (unlike run_id, applied post-root); a dotted key is +/// written verbatim, a dot-less key becomes llamaindex. (base.py:191-196). Session +/// support therefore requires per-tenant configuration (a per-org overlay rule or the +/// key_prefix-shaped candidate recorded in algebra_violations). +/// +/// * `thinnest_resource_in_the_corpus`: The resource has TWO attributes (service.name plus the +/// fixture's framework=llamaindex [H]) and NO telemetry.sdk.* at all — not language, not +/// name, not version. This is not only a fixture artefact: the library's own default builds +/// the resource with the bare Resource(attributes=...) constructor rather than +/// Resource.create() (base.py:363-366,382), so the default customer path also ships a +/// resource with a single attribute and no SDK identification. Any ingest heuristic keyed on +/// telemetry.sdk.language sees nothing here. +/// +/// * `run_id_is_the_only_native_correlator`: llamaindex.run_id is a genuinely useful correlator +/// at RUN granularity (it groups the 5 agent sub-runs inside the llamaindex_agents trace and +/// survives across the batch boundary), but it is one level below session and one level below +/// trace in llamaindex_agents. Recording it as a candidate at granularity: run is what keeps +/// state-5 visible in key_state_by_candidate; the max-reduction would otherwise print the +/// same histogram as a framework with no keys at all. +/// +/// Config variants that change the wire shape (`app-owned-resource`): recorded in full in the +/// seed's `variants:` block — re-read it before touching this vendor's rules. +/// +pub const LLAMAINDEX: VendorDef = VendorDef { + id: VendorId::Llamaindex, + detect: detect_llamaindex, + keys: &[], + // `tags.llamaindex.` is an EVENT-attribute prefix (detect clause 3 and the + // candidate's event fallback read it); event attribute keys feed the same + // candidate dispatch as span attribute keys, so the declaration lives here. + prefixes: &["llamaindex.", "tags.llamaindex."], + span_names: &[], + session_candidates: &[ + // verdict: A. + SessionCandidateDef { + key: "llamaindex.run_id", + // No authority predicate — every span of the vendor is authoritative. + authority: |_| true, + require_non_empty: true, + reject_decoy_values: false, + // Phase-2 LL2: the 12 attribute-less `*.run` spans (6+6 across the two + // captures, incl. all 7 trace roots) carry exactly one workflow.output + // event whose tags.llamaindex.run_id holds the run id — wire-verified, + // and on the 142 spans carrying BOTH the span attr and event tags the + // values never disagree (0/154 mismatches), so attr-first precedence is + // deterministic and unobservable on the corpus. The fallback reads + // exactly this one key and must never fuzzy-match "a session-shaped + // uuid in the event attrs" — the decoys `span_id` and `id_` live in the + // SAME event attribute map. + event_key: Some("tags.llamaindex.run_id"), + granularity: Granularity::Run, + granularity_of_value: None, + }, + ], + decoy_values: &[], +}; + +// Phase-2 predicate (fix-queue LL1 + X2 at the vendor tier; LL3 declined). The v1 +// `service.name == "llamaindex.opentelemetry"` resource conjunct is NOT ported: a +// resource is process-wide — in a default-resource LlamaIndex app that also runs +// opentelemetry-instrumentation-httpx/openai, every httpx/openai span shares that +// resource, and an OR-clause would steal them. It never classified in v1 +// (insufficient) and is observed on 0/154 corpus spans (both captures take the +// app-owned-resource variant, service.name=llamaindex- [H]); it stays +// recorded here as the education-surface fact (base.py:363-366 hardcodes +// Resource(attributes={SERVICE_NAME: 'llamaindex.opentelemetry'}) whenever the app +// passes neither service_name_or_resource= nor tracer_provider=). Bare event NAMES +// (workflow.output / step.output / LLMChatStartEvent / SpanDropEvent) are the +// declined refinement of LL1: generic strings, subsumed by the tags clause on +// every wire span. LL3's span-name grammar (ends_with(".run")) stays declined — +// the name set is open (customer class names) and `.run` collides ecosystem-wide. +fn detect_llamaindex(s: &SpanCtx) -> bool { + // owned_by: library, source: wire. + // Hardcoded in llama_index/observability/otel/base.py:398 + // (trace.get_tracer("llamaindex.opentelemetry.tracer")) — library-owned, namespaced, + // and the ONLY scope in either capture (79/79 + 75/75 spans). The only clause that + // needs no attributes at all: it classifies the 12 attribute-less `*.run` spans + // (7 of which are the trace roots; the other 5 are mid-trace nested agent + // boundaries in llamaindex_agents). get_tracer() is called with no version and no + // schema_url, so scope.version and scope.schema_url are empty strings on every span + // and cannot be used to distinguish LlamaIndex releases. + s.scope_name() == "llamaindex.opentelemetry.tracer" + // source: wire. 73/79 + 69/75 spans carry llamaindex.run_id / + // llamaindex.step.input_event / llamaindex.step.input_summary (native, + // workflows/context/context.py:280 + step_function.py:267-268); the bridge + // prefixes any dot-less instrument_tags key with "llamaindex." (base.py:191-196), + // so the namespace is closed over the vendor. Corpus FP scan: 0 llamaindex.* + // span-attr keys outside the two llamaindex captures. v1 held this matcher as + // insufficient; classifying on it is the vendor-tier resolution of X2 (the + // scope-rewrite safety net) — an unknown-tier llamaindex. fingerprint would be + // dead code behind this clause and is deliberately NOT added. + || s.any_attr_prefix("llamaindex.") + // source: wire (phase-2 LL1). Dispatcher-mirrored span events repeat the + // instrument_tags map as tags. event attributes, and the native keys are + // pre-prefixed: tags.llamaindex.run_id / tags.llamaindex.step.* ride 53/55 + + // 51/52 events (all but OTel-native `exception`), on 104/154 spans including + // all 12 attribute-less `*.run` spans. The only clause that reaches those spans + // if the scope is ever rewritten/dropped by a collector. Corpus FP scan: + // tags.llamaindex.* event-attr keys occur ONLY in the two llamaindex captures + // (147 + 141 occurrences; openrouter 0, eve_slack 0). Vendor-namespaced, so + // unconditional per X4. + || s.events() + .any(|event| event.any_attr_prefix("tags.llamaindex.")) +} + +/// Seed: frameworks/mastra/registry-seed.yaml +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `mastra.metadata.resumedFromSpanId` (wire): Session-shaped hex id on all 15 resume- +/// population spans in mastra_user, and it looks like a correlation key because it equals the +/// resumed root's dangling parentSpanId. It is a SPAN id (of an internal, never-exported +/// span), scoped to one suspend→resume hop; two different values inside one 66-span session. +/// +/// * `mastra.metadata.resumed` (wire): Constant literal 'true' on the 15 resume spans. A +/// boolean marker, not an identifier — but it is the only span-local way to recognise the +/// resume roots whose parents dangle (see algebra_violations). +/// +/// * `gen_ai.response.id` (wire): On every `chat` span with a response (7/66 + 5/37); one +/// distinct value per LLM call, 7 values inside the single mastra_user session. +/// +/// * `gen_ai.tool.call.id` (wire): Provider tool-call id (call_… / toolu_bdrk_…). Per tool +/// invocation; the one value that repeats (call_nGuNvnEH… x2 in mastra_agents) does so only +/// because that span was exported twice. +/// +/// * `service.name` (wire): mastra- here [H]; in real deployments it is the +/// Observability config's serviceName — process/deployment identity, never session identity. +/// Note it is also the ONLY attribute on the log signal's resource. +/// +/// Harness-only keys in the fixture captures (not framework signal): +/// `mastra.metadata.scenario`, `mastra.metadata.capture`, `mastra.metadata.turn`, +/// `mastra.metadata.approval`. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * `dangling_parents_on_resume`: Mastra's HITL resume re-parents the new root onto the span +/// that was live when the run suspended (@mastra/core dist/workflow-event-processor- +/// BbED1LMn.js:2207-2215 persists {traceId, spanId}; dist/agent-Dj30gJa3.js:34499-34506 feeds +/// it back as tracingOptions.parentSpanId). Under the default includeInternalSpans: false +/// that span is an INTERNAL loop span that is never exported, and BaseSpan.getParentSpanId +/// returns the persisted id verbatim without the usual internal-span skip +/// (@mastra/observability dist/index.js:2579-2584). Result: 2 spans in mastra_user declare +/// parents 85b7af4294e4b0ef / 5179d6fcaf30c7ba that no record ever contains. Root detection +/// MUST be 'parent absent from the trace' — mastra_user then has 9 roots across 7 traces, +/// with 2 traces holding 2 roots each. +/// +/// * `duplicate_span_id_with_conflicting_error`: mastra_agents record seq 0 contains +/// `execute_tool fetch_transport_data` TWICE under one span id (9c1bf272f056c34a) — same +/// trace, same parent, same status (ERROR/503), same exception event, but error.type=unknown +/// on the first copy and error.type=TOOL_EXECUTION_FAILED on the second. error.type is +/// `span.errorInfo.id || 'unknown'` (otel-exporter dist/index.js:487), so the tool span was +/// ended twice with progressively-enriched errorInfo and both ends were exported. 37 spans, +/// 36 distinct span ids. See algebra_violations. +/// +/// * `no_gen_ai_system`: Mastra emits NO gen_ai.system. Provider attribution lives in +/// gen_ai.provider.name, normalized from the model string by an alias table +/// (dist/index.js:498-557): every call here went to OpenRouter, so the value is the literal +/// 'openrouter' (not in the semconv's provider list) while gen_ai.request.model carries +/// openai/gpt-4o-mini or anthropic/claude-haiku-4.5. Any rule keyed on gen_ai.system misses +/// Mastra entirely. +/// +/// * `operation_name_is_not_semconv`: gen_ai.operation.name doubles as Mastra's span-type +/// field: 6 of the 8 observed values (model_step, model_inference, memory_operation, +/// processor_run, workflow_step, workflow_parallel) are not semconv operation names, they are +/// span.type.toLowerCase(). Convenient for coverage, hostile to any consumer that validates +/// the enum. +/// +/// * `nested_model_spans_double_count`: One LLM call produces up to three nested spans: `chat +/// ` (CLIENT, the only one with gen_ai.request/response/usage), `model_step ` +/// and `model_inference ` (both INTERNAL, carrying mastra.model_step.input/output +/// blobs). In mastra_user that is 9 chat / 9 model_step / 9 model_inference for 9 LLM calls; +/// in mastra_agents 5 / 8 / 8 (multi-step tool loops). Token and cost rollups must count +/// `chat` spans only. +/// +/// * `span_kind_is_almost_useless`: getSpanKind maps MODEL_GENERATION / RAG_EMBEDDING / +/// MCP_TOOL_CALL to CLIENT and everything else to INTERNAL (dist/index.js:657-664). So 9+5 +/// CLIENT spans and 89 INTERNAL — the trace root is INTERNAL even in the workflow scenario. +/// +/// * `attribute_typing_is_mixed`: Unlike the Java frameworks, values keep their OTLP types: +/// token counts arrive as intValue, temperature as doubleValue, +/// gen_ai.response.finish_reasons as a JSON STRING '["stop"]' (JSON.stringify of a one- +/// element array, dist/index.js:449) and gen_ai.tool.definitions as a JSON string array. +/// Canonical stringification is required before any eq() comparison. +/// +/// * `harness_metadata_shares_the_framework_namespace`: [H] The scenarios pass +/// tracingOptions.metadata {scenario, turn, capture, approval}; the exporter writes them into +/// mastra.metadata.* alongside the framework's own runId/threadId/resourceId. Zero spans are +/// harness-EMITTED and zero are harness-MUTATED (no manual span API is used anywhere under +/// frameworks/mastra/ — grep for startActiveSpan/setAttribute/recordException/addEvent +/// returns nothing), but 103/103 spans carry harness-authored attribute keys that a +/// customer's own metadata would occupy identically. See session.harness_keys. +/// +/// * `exports_nothing_without_an_explicit_exporter`: Mastra reads no OTEL_EXPORTER_OTLP_* +/// variable: OtelExporter requires an explicit provider config and disables itself with +/// '[OtelExporter] Custom configuration requires endpoint' otherwise, and `observability` +/// must be an Observability INSTANCE — passing a plain config object silently installs +/// NoOpObservability. Both failure modes are silent, which bounds how much Mastra data +/// arrives from apps that were merely env-configured. +/// +/// * `single_resource_block_per_record`: Every record is one resourceSpans block with one +/// scopeSpans block containing the whole batch (18/29/19 spans for mastra_user), so the +/// resource and scope are NOT duplicated per span — the opposite of spring_ai's one-span-per- +/// block shape. +/// +/// Config variants that change the wire shape (`include-internal-spans`, `exclude-span-types`): +/// recorded in full in the seed's `variants:` block — re-read it before touching this vendor's +/// rules. +pub const MASTRA: VendorDef = VendorDef { + id: VendorId::Mastra, + detect: detect_mastra, + keys: &["telemetry.sdk.name", "mastra.span.type"], + prefixes: &["mastra."], + span_names: &[], + session_candidates: &[ + // verdict: B. + SessionCandidateDef { + key: "gen_ai.conversation.id", + authority: mastra_session_authority, + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::Session, + granularity_of_value: None, + }, + // verdict: A. + SessionCandidateDef { + key: "mastra.metadata.runId", + authority: mastra_session_authority, + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::Run, + granularity_of_value: None, + }, + // verdict: B. + SessionCandidateDef { + key: "mastra.metadata.resourceId", + authority: mastra_session_authority, + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::User, + granularity_of_value: None, + }, + ], + decoy_values: &[], +}; + +// Phase 2 (fix-queue M1–M3 + expert M4, 2026-08-13): re-adjudicated, shape CONFIRMED. +// M1 (duplicate span id with conflicting error.type), M2 (resume roots with dangling +// parents) and M3 (harness-indistinguishable mastra.metadata.* provenance) all stay +// DO-NOT-FIX — each needs cross-span state or absent wire data; the caveats below are +// the permanent record, and classification is already correct and deterministic on +// every one of those shapes (both duplicate copies classify identically; both resume +// roots carry the session key). M4 — the `mastra.` namespace as a standalone +// rename-proof disjunct — is CONFIRMED as shipped: mastra.span.type is written +// unconditionally on every span (otel-exporter dist/index.js:419-420; 66/66 + 37/37 + +// 21/21 wire), the namespace is exporter-owned (the only customer injection path, +// tracingOptions.metadata -> mastra.metadata.*, lands on Mastra's own spans by +// construction — unlike llamaindex's instrument_tags there is no API that puts +// mastra.* on a non-Mastra span), and the negative sweep is clean: 0/4,097 openrouter, +// 0/2,328 eve_slack, 0/1,927 eve_slack_no_messages carry any `mastra.` key. A +// scope+resource rename (both pin the npm package name, so they rename together) +// degrades to `mastra`, not to unknown:genai. +fn detect_mastra(s: &SpanCtx) -> bool { + // source: wire. + // The only NATIVE framework-identifying resource attribute in the corpus. Mastra abuses + // the standard OTel key: SpanConverter.initIfNeeded() (otel-exporter + // dist/index.js:585-600) builds the resource from scratch with telemetry.sdk.name = the + // exporter package name and telemetry.sdk.version = the exporter version (1.3.8), while + // service.version carries the @mastra/core version. STANDALONE sufficiency is justified + // by construction, not by single-vendor-process assumption: this resource is minted per + // exported span inside Mastra's own converter — no resource detector, no merge with a + // global SDK Resource — and Mastra never routes spans through a process-wide + // TracerProvider. A Mastra app also running @opentelemetry/auto-instrumentations-node + // therefore emits its HTTP / DB spans with the NodeSDK's own resource + // (telemetry.sdk.name=opentelemetry); those spans cannot inherit this value. The only + // ways to see it on a non-Mastra span are a customer explicitly setting + // OTEL_RESOURCE_ATTRIBUTES or the exporter's own resourceAttributes option to this + // value (it is merged last and would win), or a collector rewriting resources. Both are + // pathological; the scope test agrees on 103/103 spans in these captures, so a wrong + // sufficiency verdict changes nothing here. NOTE the asymmetry: the LOG signal's + // resource is built separately (dist/index.js:936-941) and carries service.name ONLY, + // so this predicate classifies spans but never log records. + s.resource("telemetry.sdk.name") == Some("@mastra/otel-exporter") + // owned_by: library, source: wire. + // Hardcoded: SpanConverter sets scope = {name: params.packageName, version: } with packageName pinned to the literal '@mastra/otel-exporter' at + // construction (otel-exporter dist/index.js:602-605, 910). Library-owned, npm- + // namespaced, stable across the package; catches 66/66 + 37/37 spans and the single log + // record (LoggerProvider.getLogger uses the same name, dist/index.js:944). Nothing else + // can land in this scope: Mastra converts finished AISpans into ReadableSpans and + // pushes them straight into its own BatchSpanProcessor (dist/index.js:963-967), so no + // third-party instrumentation can write to it. The scope identifies the EXPORTER, not + // the framework version — scope.version tracks @mastra/otel-exporter, and + // @mastra/core's version is only visible as service.version. + || s.scope_name() == "@mastra/otel-exporter" + // source: wire. + || s.any_attr_prefix("mastra.") +} + +// Deliberately `has_attr("mastra.span.type")` rather than `|_| true` (phase-2 +// re-adjudication kept the seed's non-self-referential choice): under detect clauses +// (a)/(b) a hypothetical attribute-less span in the scope would correctly NOT be +// session-authoritative. In-corpus the two are indistinguishable — the key is a total +// cover (66/66 + 37/37 + 21/21). +fn mastra_session_authority(s: &SpanCtx) -> bool { + s.has_attr("mastra.span.type") +} + +/// Seed: frameworks/microsoft_agent_framework/registry-seed.yaml +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `gen_ai.agent.id` (wire): THE trap in this framework. Per-Agent-OBJECT uuid4 +/// (_agents.py:436-438), on all 13 invoke_agent spans. In the user capture ONE value covers +/// all 8 traces and it is the only cross-trace constant that exists — a session-shaped +/// coincidence of one process holding one Agent object. The agents capture shows the truth: 5 +/// distinct values inside a single workflow run. In a server the Agent is a module-level +/// singleton, so joining on it merges every user of the process into one 'session'. Customers +/// may also pass Agent(id=...) explicitly, which makes it stable across restarts and even +/// more convincing. It is agent identity, never conversation identity. +/// +/// * `workflow.id` (wire): Per WorkflowBuilder.build() uuid4. Genuinely joins the two agents- +/// capture traces (identical value on workflow.build and workflow.run), which makes it look +/// like a session key — but a server builds the workflow once at import and runs it for every +/// request, so the value is process-constant across unrelated runs. Use it to stitch +/// build->run, never to define a session. +/// +/// * `service.instance.id` (wire): uuid4 minted per process by the OTel SDK resource detector; +/// one value per capture, so it is perfectly session-shaped in a one-process fixture and +/// perfectly useless in a server. Process identity. +/// +/// * `gen_ai.response.id` (wire): Provider response id on every `chat` span; unique per LLM +/// call. +/// +/// * `gen_ai.tool.call.id` (wire): Provider tool-call id (call_... / toolu_...). It repeats +/// across the HITL approval span and the resumed execute_tool span, which makes it look like +/// a correlation key for the approval flow; it correlates one tool call, not a session. +/// +/// * `edge_group.id` (wire): '/' per edge group; the 3 FanIn spans share +/// one value and look like a group id. Scoped to the workflow graph, not to a conversation. +/// +/// Harness-only keys in the fixture captures (not framework signal): `hitl.approval.id`, +/// `hitl.mechanism`, `hitl.tool.name`, `hitl.tool.arguments`, `hitl.user.response`, +/// `hitl.approved`. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * `otlp_protocol_defaults_to_grpc`: _get_exporters_from_env() reads +/// OTEL_EXPORTER_OTLP_PROTOCOL with default="grpc" (observability.py:554), against the OTel +/// spec default of http/protobuf. A customer pointing OTEL_EXPORTER_OTLP_ENDPOINT at an HTTP +/// collector and setting nothing else sends gRPC to an HTTP port and captures NOTHING — +/// silently, with retries, no error surfaced to the app. Highest-frequency onboarding failure +/// to expect for this vendor. The fixture sets the var explicitly (telemetry.py:25). +/// +/// * `cumulative_histograms_reexported_in_full`: All three instruments are CUMULATIVE +/// (aggregationTemporality=2) behind a PeriodicExportingMetricReader at 5 s +/// (observability.py:983). Every export re-ships every data point ever recorded: in the user +/// capture seq 5 and seq 6 are byte-identical metric payloads, as are seq 6 and seq 7 in the +/// agents capture. Any naive sum over records double-counts, and metric volume grows with +/// process lifetime, not with traffic. +/// +/// * `unbounded_metric_cardinality_on_tool_duration`: +/// agent_framework.function.invocation.duration is recorded with the execute_tool SPAN's +/// attribute dict (_tools.py:793), so its dimensions include gen_ai.tool.call.id — a unique +/// id per invocation — plus gen_ai.tool.description and, under ENABLE_SENSITIVE_DATA, the +/// full gen_ai.tool.call.arguments JSON. Every tool call therefore creates a NEW permanent +/// cumulative time series carrying prompt-derived content. Combined with cumulative +/// temporality this is an unbounded, monotonically growing metric payload; wire-visible +/// already at 3 series in a 32-span capture. +/// +/// * `metric_views_drop_everything_else`: configure_otel_providers() installs +/// create_metric_views(): View(instrument_name="agent_framework*"), +/// View(instrument_name="gen_ai*"), View(instrument_name="*", aggregation=DropAggregation()) +/// (observability.py:688-692) on the GLOBAL MeterProvider. Calling the framework's +/// convenience setup therefore silently discards every other library's metrics in the process +/// — HTTP clients, runtime metrics, the app's own counters. +/// +/// * `framework_overwrites_service_version`: create_resource() sets service.version to the +/// agent-framework package version when OTEL_SERVICE_VERSION is unset +/// (observability.py:669-671), and service.name to the literal 'agent_framework' when +/// OTEL_SERVICE_NAME is unset. Both captures show service.version=1.13.0 for an app that has +/// no such version. Resource-based app identity from this framework is not trustworthy. +/// +/// * `gen_ai_provider_name_is_the_client_class`: gen_ai.provider.name is a ClassVar of +/// whichever client/agent class emitted the span, not the endpoint actually contacted: +/// 'microsoft.agent_framework' on invoke_agent (_agents.py:754), 'openai' on chat +/// (agent_framework_openai _chat_completion_client.py:1193) — for traffic that went to +/// OpenRouter, including the anthropic/claude-haiku-4.5 calls. server.address carries the +/// truth (https://openrouter.ai/api/v1/ on 17/17 chat spans; the 'Unknown' first-request +/// value NOTES.md reported does not occur in these captures). +/// +/// * `span_links_are_the_only_fan_in_encoding`: Workflow message delivery is modelled with OTel +/// span links, not parent/child: every executor.process / edge_group.process span is a direct +/// child of workflow.run and links back to the message.send span that published its input. 8 +/// spans carry links in the agents capture; executor.process summary_agent carries 3 — the +/// fan-in join. A parser walking only parentSpanId sees flat siblings and loses the causality +/// entirely. Links are outside the predicate algebra (see algebra_violations). +/// +/// * `no_native_hitl_telemetry`: @tool(approval_mode="always_require") is a genuine native gate +/// — the loop stops before the tool body runs — but it emits nothing: no span, no event, no +/// attribute. A DENIED call produces no execute_tool span at all, so the only wire evidence +/// is a string inside the next chat span's gen_ai.input.messages. Approval latency and +/// approval outcome are unobservable for this vendor. +/// +/// * `harness_reparents_the_resume_traces`: [H] The 2 `approval delete_file` spans +/// (scenario_a_user.py:58, via the public create_workflow_span) WRAP the resuming +/// agent.run(), so in traces 17bcfafb and e12727cd the harness span is the ROOT and the +/// native invoke_agent is its child. Without the fixture those two resume runs would be +/// ordinary invoke_agent-rooted traces; the trace COUNT (8) is unaffected, the root identity +/// is not. Root-anchored readers must not learn 'MAF traces are rooted at a non-gen_ai span' +/// from this capture. +/// +/// * `attribute_value_typing_is_mixed`: Unlike the Java frameworks, values arrive natively +/// typed: gen_ai.usage.input_tokens as intValue, gen_ai.request.temperature and +/// agent_framework.function.invocation.duration as doubleValue, +/// gen_ai.response.finish_reasons as an arrayValue of strings. Canonical stringification +/// (verify-seed.ts semantics) is what makes eq() predicates portable here; do not assume +/// stringValue. +/// +/// * `semconv_flavour_is_latest_experimental_without_opt_in`: 1.13.0 emits the +/// gen_ai_latest_experimental flavour unconditionally — message content as +/// gen_ai.input.messages / gen_ai.output.messages JSON attributes, no gen_ai.user.message / +/// gen_ai.choice SPAN events, gen_ai.provider.name instead of gen_ai.system, only the new +/// gen_ai.usage.input_tokens/output_tokens names. There is no OTEL_SEMCONV_STABILITY_OPT_IN +/// switch anywhere in the package (grep: zero hits), so there is no stable-flavour variant to +/// model — but any consumer keyed on gen_ai.system or on the older event names sees nothing +/// from this vendor. +/// +/// * `chat_spans_are_scope_only` — MS2, adjudicated DECLINED 2026-08-13: the 17 `chat ` +/// spans (9 user + 8 agents) carry no framework-specific attribute at all — their key sets +/// are pure `gen_ai.*` + `server.address` — so there is nothing to conjoin on, and the +/// queue's wanted rule (`gen_ai.provider.name == "openai"` plus a negation of the OpenAI-SDK +/// scope) is a corpus trap: openrouter carries 1,477 spans with that exact provider value +/// under its own scope, against an asserted ceiling of zero vendor claims. Disposition: +/// scope claims them; on scope loss they honestly degrade to `unknown:genai`. Do not +/// re-propose without new wire evidence. Scope loss is this vendor's real cliff — 13 +/// invoke_agent survive on the provider prefix, 5 execute_tool on `agent_framework.`, 10 +/// plumbing on the guarded conjunct, but the 17 chat spans (every token count) degrade, and +/// the 4 `message.send` + 2 `workflow.*` spans vanish below the unknown tier entirely. +/// +/// * `span_links_stay_read_path` — MS3, DEFERRED 2026-08-13 (integration decision D-6): span +/// links are the only fan-in encoding here (8 linked spans in the agents capture, one with +/// 3 links), but fan-in causality has no classification output column, so `SpanCtx` +/// exposes no link accessor at all. As a detect clause it would also be redundant (all 8 +/// linked spans already match on scope + `executor.`/`edge_group.` evidence) and dangerous +/// as a fingerprint, since span links are generic OTel. Read-path note, no rule. +/// +/// Config variants that change the wire shape (`sensitive-data-off`, `framework-logger-at- +/// info`): recorded in full in the seed's `variants:` block — re-read it before touching this +/// vendor's rules. +pub const MICROSOFT_AGENT_FRAMEWORK: VendorDef = VendorDef { + id: VendorId::MicrosoftAgentFramework, + detect: detect_microsoft_agent_framework, + keys: &["gen_ai.provider.name", "gen_ai.operation.name"], + // `message.` is consulted only inside the guarded workflow-plumbing conjunct; + // conjunct-only prefixes still have to be declared or the indexed path sees + // them as absent (the prefilter self-consistency test pins that). + prefixes: &[ + "agent_framework.", + "executor.", + "edge_group.", + "message.", + ], + span_names: &[], + session_candidates: &[ + // verdict: B. + SessionCandidateDef { + key: "gen_ai.conversation.id", + authority: |s| s.attr("gen_ai.operation.name") == Some("invoke_agent"), + require_non_empty: true, + reject_decoy_values: true, + event_key: None, + granularity: Granularity::Session, + granularity_of_value: None, + }, + ], + decoy_values: &[ + // source_code: LOCAL_HISTORY_CONVERSATION_ID sentinel (_sessions.py:1028). Stamped onto + // ChatResponse.conversation_id when require_per_service_call_history_persistence is + // used without service-side storage (_sessions.py:1341-1343). The framework itself + // guards against writing it into AgentSession.service_session_id + // (is_local_history_conversation_id checks at _agents.py:1135, 1170, 1193), but an + // integration that feeds response.conversation_id back in as the next run's + // conversation_id option would stamp it on every invoke_agent span as a process-wide + // constant. Not observed on the wire. + "agent_framework_local_history_persistence", + // source_code: Fallback used across the telemetry layer when an identity cannot be + // resolved (gen_ai.agent.id/gen_ai.agent.name default to 'unknown' at + // observability.py:1833-1834, provider name at 1421). Never a session id; listed so a + // resolver never treats a literal 'unknown' as a real value. + "unknown", + ], +}; + +fn detect_microsoft_agent_framework(s: &SpanCtx) -> bool { + // owned_by: library, source: wire. + // Hardcoded as the default instrumenting_module_name in + // agent_framework/observability.py:992-996 (get_tracer), with + // instrumenting_library_version = the package version. ONE scope for the whole + // framework — agent, chat, tool, workflow, executor, edge-group and message spans all + // land in it (53/53 spans across both captures, no schemaUrl, no scope attributes). It + // must stand alone: the 17 `chat ` spans carry no framework-specific attribute + // at all and nothing else in this seed classifies them. Accepted cost: get_tracer() and + // create_workflow_span() are PUBLIC API, so app-authored spans land in this scope too — + // see false_positives. + s.scope_name() == "agent_framework" + // source: wire (phase-2, fix-queue MS1). + // Value-PREFIX, not equality: `Agent.AGENT_PROVIDER_NAME` (_agents.py:754) is the + // exact string on 13/13 invoke_agent spans (8 user + 5 agents), and the prefix + // additionally covers the harness agents' `microsoft.agent_framework.harness` + // (_harness/_agent.py:265,677 — source-verified, not exercised on the wire). Corpus + // scan: zero non-MAF spans carry any gen_ai.provider.name starting with this + // prefix, so it is a strict recall superset at zero FP cost. Subclasses that + // REPLACE the value (A2A, github.copilot, anthropic.claude, azure.ai.foundry) stay + // permanently unreachable by value — claiming `anthropic.claude` as MAF evidence + // would steal Anthropic-SDK spans — and are covered by the scope alone. + || s.attr("gen_ai.provider.name") + .is_some_and(|value| value.starts_with("microsoft.agent_framework")) + // source: wire. + // The vendor's own attribute namespace — X4's explicit carve-out, so it stays + // unconditional. Wire: agent_framework.function.invocation.duration on 5/5 + // execute_tool spans (_tools.py:793). + || s.any_attr_prefix("agent_framework.") + // source: wire (phase-2, X4 sweep — the queue's own list missed this one). + // `executor.id` / `executor.type` / `edge_group.*` are not vendor-named: they are + // stock scheduler vocabulary (Airflow, Spark, any task-queue app), the same + // genericity class as the `workflow.` prefix this seed already had to delete after + // it fired on 2,037/2,328 eve_slack spans. Corpus disjointness was the only thing + // protecting them — precisely the posture C2 was written to end. The guard is free: + // all 5 `executor.process` spans carry message.type + message.payload_type and all + // 5 `edge_group.process` spans carry message.source_id (10/10 co-occurrence in + // microsoft_agent_framework_agents, from create_processing_span / + // create_edge_group_processing_span), so recall is identical on the corpus while a + // lone `executor.*` app key no longer classifies. Bare `message.` deliberately + // stays out: the 4 `message.send` spans remain scope-only false negatives rather + // than letting one generic `message.type` key claim a vendor. + || ((s.any_attr_prefix("executor.") || s.any_attr_prefix("edge_group.")) + && s.any_attr_prefix("message.")) +} + +/// Seed: frameworks/openai_agents_sdk/registry-seed.yaml +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `service.instance.id` (wire): Stock OTel-Python resource attribute, a fresh uuid4 per +/// PROCESS (6a9de051-... / b944a5f5-...). In these fixtures one process is one scenario, so +/// it looks exactly like a session id and is constant across all 6 traces of +/// openai_agents_sdk_user. In a server it is one value for millions of conversations. +/// +/// * `graph.node.id` (wire): 13/76 spans (8 + 5). Despite the name it is the AGENT NAME copied +/// verbatim (_processor.py:183, from AgentSpanData.name) — `assistant`, `budget_worker`. A +/// constant per agent definition, not an identifier of anything runtime. +/// +/// * `llm.output_messages.0.message.tool_calls.0.tool_call.id` (wire): Provider tool-call id +/// (call_...), and its mirror llm.input_messages.N.message.tool_call_id. Repeats across the +/// approval-pending and executed delete_file spans of one HITL turn, which makes it look like +/// a correlation key; it correlates one tool call, never a session. +/// +/// * `openinference.project.name` (source_code): Resource attribute set by +/// openinference.instrumentation.using_project (_projects.py:20-24). A Phoenix PROJECT name — +/// a deployment-wide constant, the same decoy shape as langsmith.trace.session_name. Never a +/// session. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * `group_id_is_silently_dropped`: THE landmine. The SDK's documented session idiom — +/// trace(workflow_name, group_id=...) and RunConfig.group_id, described in its own docs as +/// the way to link multiple traces from one conversation — is accepted, stored on the Trace +/// object (tracing/traces.py:168,231-232, exported to OpenAI's backend as +/// payload['group_id']) and then thrown away by the OTLP path: +/// OpenInferenceTracingProcessor.on_trace_start reads ONLY trace.name (_processor.py:87-94). +/// grep group_id in the instrumentation package = 0 matches; the fixture used the idiom +/// correctly on all 6 turns and the value scenario-a- appears 0 times in the capture +/// bytes. A customer who did everything the SDK told them to do produces 100% unsessioned +/// traces, with no error and no warning. Same for RunConfig.trace_metadata (Trace.metadata is +/// never read either). +/// +/// * `sdk_trace_ids_dropped`: The SDK mints its own ids — trace_<32hex> and span_<24hex> — +/// which are the ids shown in the OpenAI traces dashboard. The bridge creates fresh W3C OTel +/// ids and emits neither SDK id as an attribute (_processor.py has no reference to +/// trace.trace_id outside its internal dict key). There is NO way to correlate a maple trace +/// back to the OpenAI dashboard, in either direction. +/// +/// * `task_and_turn_spans_are_unmapped`: openai-agents 0.19.4 added TaskSpanData (one per +/// Runner.run, name = the workflow name) and TurnSpanData (one per agent-loop turn, carrying +/// turn index, agent_name and per-turn USAGE). OpenInference 1.6.2's _get_span_kind knows +/// neither type, so both fall through to CHAIN (_processor.py:235) and on_span_end's +/// isinstance chain matches nothing — their entire payload is discarded. Wire-confirmed: all +/// 11 `Agent workflow` and all 17 `turn` spans carry exactly 2 attributes +/// (openinference.span.kind + llm.system). 28/76 spans in this corpus are content-free +/// scaffolding purely because the instrumentor lags the SDK, and the SDK's own per-run/per- +/// turn token usage never reaches OTLP. +/// +/// * `trace_root_is_agent_not_chain`: The trace-root span (`user turn N`, +/// `amsterdam_research_briefing`) is openinference.span.kind=AGENT, hardcoded at +/// _processor.py:92 — NOT CHAIN. It is also the only span type that does not get llm.system, +/// so it carries exactly ONE attribute. An earlier revision of NOTES.md recorded it as CHAIN; +/// the wire disagrees (7/7 AGENT). +/// +/// * `span_names_are_customer_text`: Span names are unusable as rules. The root's name is the +/// workflow name the customer passes to trace() (free text: `user turn 3`); `Agent workflow` +/// is merely RunConfig.workflow_name's DEFAULT; AGENT span names are agent names; TOOL span +/// names are tool names. On a resumed run the task span inherits the workflow name from the +/// persisted RunState (agents/run.py:607-665 resolve_trace_settings -> task_span(name= +/// trace_workflow_name)), which is why openai_agents_sdk_user contains two spans named `user +/// turn 6` at different depths of one trace. +/// +/// * `llm_system_is_always_openai`: llm.system is the constant string openai on 69/76 spans, +/// set at span start from OpenInferenceLLMSystemValues.OPENAI (_processor.py:127) with no +/// reference to the actual provider. openai_agents_sdk_agents routes 3 of 8 generations to +/// anthropic/claude-haiku-4.5 through OpenRouter and still reports openai. Only +/// llm.model_name carries the truth, and llm.invocation_parameters carries the base_url +/// (https://openrouter.ai/api/v1/, credential-free — verified: 0 occurrences of api_key or +/// sk-or in either capture). +/// +/// * `pending_approval_repr_leak`: Native HITL (@function_tool(needs_approval=True)) fires +/// correctly — 3 delete_file spans in openai_agents_sdk_user: one pending in the rejected +/// turn 5, one pending plus one executed in the approved turn 6. Both PENDING spans set +/// output.value to a 4,762/4,763-byte (one byte apart) Python repr(FunctionToolResult(...)) containing every tool's +/// JSON schema, the nested ToolApprovalItem and live object addresses (<... object at +/// 0x10c343740>), with output.mime_type absent; the executed span is a clean 30-byte string. +/// Nothing in the span marks which is which — approval state is invisible to any rule. +/// +/// * `errors_are_status_text_only`: The corpus' only failure (fetch_transport_data, +/// openai_agents_sdk_agents) is an OTel status code 2 whose message is the SDK SpanError +/// rendered as a Python dict literal: "Error running tool (non-fatal): {'tool_name': +/// 'fetch_transport_data', 'error': 'transport data service unavailable (503)'}". No +/// exception event, no exception.type/message attribute, no error.type. Note the parent chain +/// stays OK — the agent recovered — so trace-level error rollups keyed on the root see a +/// clean trace. +/// +/// * `payload_is_written_twice`: Every `generation` span carries the same messages twice: +/// flattened into indexed keys +/// (llm.input_messages.12.message.tool_calls.1.tool_call.function.arguments) AND as a JSON +/// blob in input.value/output.value. One 6-turn conversation with growing history reaches 8.1 +/// KB of attributes on a single span and 55 KB in one OTLP record. There is no toggle that +/// drops only one half. +/// +/// * `no_native_otel_export`: There is no OTel export in the SDK. Without openinference- +/// instrumentation- openai-agents nothing reaches an OTLP endpoint (the SDK POSTs to +/// api.openai.com/v1/traces/ingest instead), and calling set_tracing_disabled(True) to stop +/// that ALSO kills the bridge — the OpenInference processor feeds off the same pipeline, so +/// the correct wiring keeps SDK tracing enabled and replaces its processors +/// (exclusive_processor=True, the default). With exclusive_processor=False a customer double- +/// ships every trace to OpenAI and to maple. +/// +/// * `unbatched_multi_scope_shape`: OTLP shape is one resourceSpans -> one scopeSpans -> N +/// spans per record, with the resource repeated per record. Records are BatchSpanProcessor- +/// timed, not trace-aligned: openai_agents_sdk_user packs traces 1-3 into record 0 and traces +/// 4-6 into record 1, while openai_agents_sdk_agents splits ONE trace across both records (23 +/// + 9 spans) with the root arriving last. record != trace in both directions. +/// +/// Config variants that change the wire shape (`no-openinference-default`, `using-session`, +/// `genai-semconv-dual-write`, `no-task-turn-spans`): recorded in full in the seed's +/// `variants:` block — re-read it before touching this vendor's rules. +pub const OPENAI_AGENTS_SDK: VendorDef = VendorDef { + id: VendorId::OpenaiAgentsSdk, + detect: detect_openai_agents_sdk, + keys: &["openinference.span.kind"], + prefixes: &[], + span_names: &[], + session_candidates: &[ + // Phase 2 (fix-queue O1, 2026-08-13): the authority stays BROAD — the queue's + // narrowing to the workflow-root population (AGENT && !graph.node.id) was + // resolved-DECLINED (expert override, integration decision). Under using_session + // — the only configuration in which this vendor ever emits a session key — + // OITracer merges the context attributes into EVERY span's start attributes + // (_tracers.py:166-184), so the broad authority encodes the wire fact that every + // span is a legitimate place to expect (state 3) and read (state 6) the key; + // narrowing would zero the key hash on 63/76 spans there and under-state the + // group-id landmine by default. The root discriminator is recorded in the seed + // for a future classification sub-tier (D-6), not here. + // verdict: C, source: source_code. + SessionCandidateDef { + key: "session.id", + authority: |s| s.has_attr("openinference.span.kind"), + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::Session, + granularity_of_value: None, + }, + // verdict: C, source: source_code. + SessionCandidateDef { + key: "gen_ai.conversation.id", + authority: |s| s.has_attr("openinference.span.kind"), + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::Session, + granularity_of_value: None, + }, + ], + decoy_values: &[], +}; + +// Phase 2 (fix-queue O1–O3, 2026-08-13): re-adjudicated, shape CONFIRMED — the sole +// exact-scope clause below already is the v2 rule (integration decision D-1: exact +// scope-eq inside each vendor's detect, no shared family dispatcher). O1's authority +// narrowing was resolved-DECLINED (see the session candidates); O3's repr-leak flag is +// deferred to the read path. No attribute conjunct, deliberately: every span attribute +// this vendor emits is the generic OpenInference dialect shared by ~40 sibling +// instrumentors (seed attr_matchers.why), and llm.system is the hardcoded literal +// "openai" even for anthropic/claude-haiku-4.5 via OpenRouter (3/8 generations in the +// agents capture) — any attr clause either adds nothing or steals sibling vendors' +// spans. On a scope rename the spans degrade to unknown:openinference +// (openinference.span.kind is on 76/76), never to a wrong vendor. +fn detect_openai_agents_sdk(s: &SpanCtx) -> bool { + // owned_by: library, source: wire. + // Library-owned and hardcoded: the instrumentor calls trace_api.get_tracer(__name__, + // __version__, tracer_provider) where __name__ is the package path + // openinference.instrumentation.openai_agents (openai_agents/__init__.py:41-43); + // scope.version is the INSTRUMENTOR release (1.6.2), never the SDK release. It is the + // only scope in either capture and catches 44/44 + 32/32 spans, including the trace- + // root span, which carries a single attribute and is otherwise unclassifiable. + // Standalone because the OITracer built here is used by nothing else in the process: + // every span in this scope originates in the SDK's own tracing pipeline + // (agents.tracing) or the realtime wrappers. + // + // EXACT equality, never starts_with (prefix-shadowing hazard, pinned by O2): + // "openinference.instrumentation.openai" — the D3 openinference-openai vendor, on + // the wire in crewai_user/crewai_agents/smoke-test — is a string PREFIX of this + // scope name; prefix matching would make the two vendors evaluation-order-dependent + // on each other's spans. The at-most-one-vendor tests plus both vendors' + // sufficient_scope adversarial-fixture cases pin both directions. + s.scope_name() == "openinference.instrumentation.openai_agents" +} + +/// Seed: none — synthesized vendor (write-side plan D3); the shared instrumentor scope is +/// unclaimed by design. +/// +/// Justification: openinference.instrumentation.openai is a shared instrumentor other stacks +/// load alongside their framework (crewai captures prove co-tenancy; smoke-test proves +/// standalone use). No framework seed may claim it (crewai's seed documents why: a crewai rule +/// on this scope would mislabel every OpenAI-SDK span in the fleet). +/// +/// # Caveats (the seed review's rationale record) +/// +/// * Carries the token/model/prompt payload for crewai (and any host framework that drives the +/// OpenAI SDK) — per-span vendor attribution means these spans are openinference-openai even +/// inside another vendor's trace. +pub const OPENINFERENCE_OPENAI: VendorDef = VendorDef { + id: VendorId::OpeninferenceOpenai, + // owned_by: library, source: wire. + detect: |s| s.scope_name() == "openinference.instrumentation.openai", + keys: &[], + prefixes: &[], + span_names: &[], + session_candidates: &[ + // verdict: C, source: source_code. + // Same OpenInference using_session() context mechanism as the framework instrumentors. + SessionCandidateDef { + key: "session.id", + authority: |s| s.scope_name() == "openinference.instrumentation.openai", + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::Session, + granularity_of_value: None, + }, + ], + decoy_values: &[], +}; + +/// Seed: frameworks/pydantic_ai/registry-seed.yaml +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `gen_ai.response.id` (wire): 9/19 + 9/20 `chat` spans, 18 distinct values for 18 spans +/// (gen-- from OpenRouter). Per model call, never repeats across turns. +/// +/// * `gen_ai.tool.call.id` (wire): Provider tool-call id (call_… / toolu_…), 2/19 + 6/20 spans, +/// unique per call. Pydantic AI substitutes pyd_ai_ when the provider supplies +/// none (_utils.py:543-551). Correlates a tool call with its result inside +/// gen_ai.input.messages, not sessions. +/// +/// * `service.instance.id` (wire): RESOURCE attribute, generated per process by the OTel Python +/// SDK (not by Pydantic AI): one uuid4 on all 19 spans of pydantic_ai_user and another on all +/// 20 of pydantic_ai_agents. Perfectly session-shaped in a fixture where one process is one +/// scenario — and in pydantic_ai_agents it is the ONLY key that spans both traces, which is +/// exactly the trap: it would join the pipeline correctly here and join millions of unrelated +/// sessions in a long-lived server. The archetypal process-identity trap. +/// +/// * `gen_ai.agent.name` (wire): Also baggage-propagated to every child span +/// (AGENT_NAME_BAGGAGE_KEY), so it looks like a per-run join key. It is a static agent NAME: +/// one value ('user_assistant') for all 19 spans of pydantic_ai_user, 5 constants in +/// pydantic_ai_agents. Constant forever per deployed agent. +/// +/// Harness-only keys in the fixture captures (not framework signal): `capture.id`. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * `conversation_id_is_per_run_by_default`: gen_ai.conversation.id is on ~every span and is a +/// FRESH UUID7 PER RUN whenever the customer passes neither conversation_id= nor +/// message_history= (_agent_graph.py:231-255, branch 4; GraphAgentState.conversation_id +/// defaults to str(uuid7())). Presence is worthless as evidence of a session. Two red flags +/// maple can compute cheaply, neither expressible in the seed algebra: (1) the value is a +/// UUID7 — customer-chosen ids usually are not; (2) it partitions a trace exactly like +/// gen_ai.agent.call.id (the run id), which is the definitive tell. pydantic_ai_agents shows +/// 4 conversation ids inside ONE trace (5 across its 2 traces, none shared); pydantic_ai_user +/// shows 1 across 8 traces. Treat a conversation id that never appears in more than one trace +/// AND coincides with a run id as a run, not a session. PHASE-2 (P1, DECIDED 2026-08-13): +/// red flag (1) is ENFORCED IN CODE — the candidate's granularity is value-conditional on +/// the strict UUIDv7 shape; red flag (2), the partition-identity test, remains +/// documentation-only (trace-level, blocked by constraint 1). +/// +/// * `agent_delegation_fragments_the_conversation`: Sub-agents invoked as tools (the standard +/// Pydantic AI delegation pattern) run with their own message_history, so each delegated +/// worker mints its OWN conversation id — 3 of the 4 values inside pydantic_ai_agents' +/// orchestrator trace. The orchestrator's own id never propagates down. §3's root-most- +/// anchoring picks the orchestrator's value, which is correct behaviour but still only a per- +/// run UUID7 here. Multi-agent Pydantic AI apps are session-fragmented by construction unless +/// the customer forwards conversation_id into every delegated run. +/// +/// * `baggage_is_in_process_only`: The propagation mechanism is OTel BAGGAGE attached inside +/// the agent-run span (capabilities/instrumentation.py:178-181) and read back into each child +/// span's creation attributes. It is in-process context, not W3C baggage headers: nothing is +/// injected into outbound HTTP, so a span produced by a downstream service — or by any +/// library that does not go through Pydantic AI's own instrumentation, including httpx/openai +/// auto-instrumentation nested under `chat` — carries no session key. Conversely, any span +/// opened by CUSTOMER code inside an agent run does NOT get the keys either: only Pydantic +/// AI's own three span types splice the baggage in. +/// +/// * `native_error_span_is_real`: Unlike most of the corpus, the ERROR status and the +/// `exception` span event on `execute_tool fetch_transport_data` (pydantic_ai_agents) are +/// NATIVE: the scenario raises the framework's ToolFailed and capabilities/instrumentation.py +/// records the exception and sets StatusCode.ERROR. error.type is NOT emitted — status + +/// event are the only error signal, so a present(error.type) rule finds nothing here. +/// +/// * `hitl_is_invisible_to_span_rules`: The native declarative approval gate +/// (@agent.tool_plain(requires_approval=True) + DeferredToolRequests) emits NO span for the +/// proposal and NO span for the denial — Pydantic AI short-circuits before the instrumented +/// tool wrapper. In pydantic_ai_user the 2 approval proposals and the 1 denial are visible +/// only inside the `final_result` / gen_ai.input.messages JSON; only the APPROVED call +/// produces an `execute_tool delete_file` span (1/19). The alternative path — +/// ApprovalRequired raised from inside a tool body — does produce a span carrying +/// pydantic_ai.tool.deferral.name, and at instrumentation version < 5 that span is +/// additionally marked ERROR with an exception event. +/// +/// * `logfire_keys_are_not_a_pydantic_ai_signal`: logfire.json_schema on 100% of native spans +/// and logfire.msg on the agent/tool spans are emitted with the Logfire SDK ABSENT — they are +/// a dialect, not a vendor tag. Tempting as a scope-loss fallback (they cover every span, +/// unlike pydantic_ai.*), but they would claim every span of any Logfire-instrumented +/// application. See algebra_violations. PHASE-2 (P2): v2 uses logfire.json_schema only +/// inside a 3-way conjunction with gen_ai.operation.name and a pydantic-unique key — +/// still never alone. +/// +/// * `gen_ai_system_is_the_provider`: gen_ai.system and gen_ai.provider.name both hold +/// 'openrouter' on `chat` spans — the provider, not the framework and not the model vendor. +/// The actual models are openai/gpt-4o-mini and anthropic/claude-haiku-4.5, readable only +/// from gen_ai.request.model / gen_ai.response.model. There is no gen_ai.system value that +/// identifies Pydantic AI. +/// +/// * `a_pipeline_is_several_disconnected_traces`: There is NO framework-level notion of a trace +/// spanning two top-level runs. pydantic_ai_agents' orchestrator run and summary run are two +/// roots, two traces, two conversation ids, two run ids, and nothing joins them span-locally +/// (only the process-level service.instance.id, a decoy). Whatever the customer's mental +/// model, an N-step Pydantic AI pipeline is N traces unless the customer opens their own +/// parent span or threads conversation_id/message_history through every step. This is the +/// corrected fixture: until 2026-08-11 the scenario opened a harness root span +/// (`research_briefing_pipeline`, scope trace-capture.pydantic-ai, briefing.* attrs) that +/// fused the two into one 21-span trace and hid this fact. That span and its attributes are +/// gone; both captures are now 100% native, with zero harness spans and zero harness-mutated +/// spans. +/// +/// * `all_values_are_strings_on_the_wire`: Numbers and booleans arrive as OTLP stringValue via +/// the OTel Python SDK's normal typing only where the framework passes strings; note in +/// particular gen_ai.response.finish_reasons is an ARRAY attribute (canonicalized to +/// '["stop"]'), while gen_ai.input.messages / gen_ai.output.messages / +/// pydantic_ai.all_messages / gen_ai.tool.definitions / model_request_parameters / +/// final_result are JSON-encoded STRINGS, not structured OTLP values. final_result is raw +/// text when the output is a str and JSON otherwise — the same key holds two formats. +/// +/// Config variants that change the wire shape (`instrumentation-version-2`, `instrumentation- +/// version-2-3-4-deferral-as-error`, `aggregated-usage-off`): recorded in full in the seed's +/// `variants:` block — re-read it before touching this vendor's rules. +pub const PYDANTIC_AI: VendorDef = VendorDef { + id: VendorId::PydanticAi, + detect: detect_pydantic_ai, + keys: &[ + "gen_ai.operation.name", + "logfire.json_schema", + "gen_ai.agent.call.id", + "operation.cost", + "model_request_parameters", + ], + prefixes: &["pydantic_ai.", "gen_ai.aggregated_usage."], + span_names: &[], + session_candidates: &[ + // verdict: A. Granularity is VALUE-CONDITIONAL since phase 2 (fix-queue P1, + // owner ruling DECIDED 2026-08-13): a strict + // UUIDv7-shaped value resolves at run granularity (state 5), any other value at + // session granularity (state 6). This is the seed's red flag (1) promoted from + // prose to code, and a span-local proxy for the blocked trace-level partition + // test: pydantic mints GraphAgentState.conversation_id = str(uuid7()) fresh PER + // RUN whenever the customer passes neither conversation_id= nor + // message_history= (_agent_graph.py:231-255, branch 4), so a UUID7 value is a + // run id wearing a session key. Wire: pydantic_ai_user's explicit + // 'pydantic-ai-scenario-a-session' (1 value across 8 traces) stays state 6; + // pydantic_ai_agents' 5 auto-minted strict-UUIDv7 values (4 inside ONE trace — + // the partition-identity tell) demote to state 5. Known, accepted misses: + // message_history=-threaded sessions inherit the first run's UUID7 (labeled + // run — same outcome as the plan's blunt always-run stance, so the heuristic + // strictly dominates it) and customers minting their own UUIDv7 session ids + // (label-only cost: states 5 and 6 both hash the same value, so + // AiSessionKeyHash and joins are unaffected either way). + SessionCandidateDef { + key: "gen_ai.conversation.id", + authority: |s| s.has_attr("gen_ai.operation.name"), + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::Session, + granularity_of_value: Some(|value| { + if is_strict_uuidv7(value) { + Granularity::Run + } else { + Granularity::Session + } + }), + }, + // verdict: A. Pydantic's run_id, fresh UUID7 per run, never inherited from + // message_history (_agent_graph.py:258-290). Hash-stability note for P1: in the + // demoted case both candidates resolve at state 5 and the tie-break keeps + // candidate order, so the hash is cityHash64(gen_ai.conversation.id) in every + // configuration — P1 moves only the state label, never the hash. + SessionCandidateDef { + key: "gen_ai.agent.call.id", + authority: |s| s.has_attr("gen_ai.operation.name"), + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::Run, + granularity_of_value: None, + }, + ], + decoy_values: &[], +}; + +/// Strict RFC 9562 UUIDv7 shape (phase-2 P1): `xxxxxxxx-xxxx-7xxx-Nxxx-xxxxxxxxxxxx` +/// with hex digits case-insensitive, version nibble exactly `7` and variant nibble in +/// `[89ab]` (also case-insensitive). Deliberately strict: a value that merely CONTAINS +/// a UUID (prefixed/suffixed customer id) is treated as customer-chosen → session, +/// which is the right default. All 5 pydantic_ai_agents wire values match; the +/// pydantic_ai_user explicit id does not. +fn is_strict_uuidv7(value: &str) -> bool { + let bytes = value.as_bytes(); + if bytes.len() != 36 { + return false; + } + bytes.iter().enumerate().all(|(index, &byte)| match index { + 8 | 13 | 18 | 23 => byte == b'-', + 14 => byte == b'7', + 19 => matches!(byte.to_ascii_lowercase(), b'8' | b'9' | b'a' | b'b'), + _ => byte.is_ascii_hexdigit(), + }) +} + +fn detect_pydantic_ai(s: &SpanCtx) -> bool { + // Tier 1 — owned_by: library, source: wire. + // Hardcoded in models/instrumented.py:133-134 (scope_name = 'pydantic-ai'; + // get_tracer(scope_name, __version__)) and used for every span the library emits — + // agent run, model request, tool execution, embeddings, and the concurrency-limiter + // span. Library-owned and stable; the scope version IS the pydantic-ai package version, + // so it doubles as a version signal. Catches 19/19 spans in pydantic_ai_user and 20/20 + // spans in pydantic_ai_agents — after the 2026-08-11 regeneration both captures are + // 100% native and `pydantic-ai` is the ONLY scope present in either. A pydantic-ai app + // that adopts Logfire still emits this scope (Logfire only supplies the + // TracerProvider), so tier 4 below is purely the scope-rewrite fallback. + s.scope_name() == "pydantic-ai" + // Tier 2 — source: wire. Vendor-namespaced attr fallback (scope rewritten or + // dropped): pydantic_ai.all_messages / .new_message_index on invoke_agent spans, + // 8/19 + 5/20; corpus-unique prefix. Unconditional per X4 — the vendor's own + // namespace. Also catches the deferral path's pydantic_ai.tool.deferral.name. + || s.any_attr_prefix("pydantic_ai.") + // Tier 3 — source: wire. Pydantic-invented usage namespace + // (models/instrumented.py:126-128, documented non-semconv). Same carrier + // population as tier 2; kept because each survives a rename of the other. + // Corpus-unique today; if semconv ever standardizes this exact prefix the + // at-most-one-vendor CI is the tripwire (seed risk note). + || s.any_attr_prefix("gen_ai.aggregated_usage.") + // Tier 4 — phase 2 (fix-queue P2, hardened): the logfire co-signal conjunction, + // recovering the chat/execute_tool population on scope loss (11/19 + 15/20; + // tiers 2+3 recover the rest — total scope-loss recall 19/19 + 20/20). + // Conjunct 1: logfire.json_schema — 19/19 + 20/20, emitted WITHOUT the Logfire + // SDK (_instrumentation.py:336 etc.); a cross-vendor dialect stamped on every + // span of any Logfire-instrumented app, never safe alone (seed caveat + // logfire_keys_are_not_a_pydantic_ai_signal). Zero corpus occurrences outside + // the two pydantic captures today (grep over all 56 capture dirs). + // Conjunct 2: gen_ai.operation.name — 19/19 + 20/20; the unknown tier itself, + // never safe alone (openrouter: 4,094 spans carry it). + // Conjunct 3 (added vs the queue's 2-conjunct form): pydantic-specific + // co-evidence guarding against future Logfire-dialect emitters that adopt + // gen_ai semconv — the risk is structural, not corpus-visible. Each key is + // corpus-unique to pydantic: + // - gen_ai.agent.call.id: pydantic's run_id via in-process baggage + // (RUN_ID_BAGGAGE_KEY, _instrumentation.py:36); 19/19 + 20/20. + // - operation.cost: pydantic extension (_instrumentation.py:403); 9/19 + 9/20 + // (all chat spans; source-verified on embeddings spans, which carry no + // baggage — this disjunct is what reaches them). + // - model_request_parameters: legacy duplicate on chat spans, 9/19 + 9/20 + // (include_model_request_parameters, default on). + || (s.has_attr("logfire.json_schema") + && s.has_attr("gen_ai.operation.name") + && (s.has_attr("gen_ai.agent.call.id") + || s.has_attr("operation.cost") + || s.has_attr("model_request_parameters"))) +} + +/// Seed: frameworks/semantic_kernel/registry-seed.yaml +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `gen_ai.agent.id` (wire): THE decoy. Stable across traces and therefore session-shaped on +/// the wire — one value (e97df81c-c307-4e24-99ef-9b490658f3bc) on all 8 invoke_agent spans +/// across all 8 traces of semantic_kernel_user — but it is Agent.id, a +/// default_factory=lambda: str(uuid.uuid4()) field on the Agent MODEL (agents/agent.py:267), +/// i.e. per-agent-OBJECT identity, customer-overridable and constant for the object's whole +/// lifetime. In a long-lived server one agent object serves every user, so joining on it +/// merges all sessions into one; in semantic_kernel_agents it does the opposite, splitting a +/// single logical run across 5 distinct values (one per worker). It also has no relationship +/// to the thread that actually carries conversation state. +/// +/// * `gen_ai.response.id` (wire): Provider completion id (gen-1786460114-rK97L7Wm07Nf3VN3cKyX); +/// unique per LLM call, 10 distinct values in 8 user traces. +/// +/// * `gen_ai.tool.call.id` (wire): Provider tool-call id (call_… / toolu_…). Correlates a tool +/// call with its assistant message, never sessions. Retries do NOT reuse it: the 7 failing +/// `execute_tool TransportPlugin-fetch_transport_data` spans in semantic_kernel_agents carry +/// 7 distinct ids, so it cannot group retry attempts either. +/// +/// * `messaging.destination` (wire): Looks like a durable session/actor address and embeds a +/// 32-hex GUID (weather_worker_fd657f72c9b14485b2f54f50c2ee41bc.(ConcurrentOrchestration)-A), +/// and it is the ONLY attribute shared across the 10 fragmented traces of +/// semantic_kernel_agents — the single most tempting stitch key in the corpus. But the GUID +/// is the orchestration instance minted per ConcurrentOrchestration.invoke() and the string +/// is an AgentId/TopicId rendering — per-run and per-actor, and absent from every non-runtime +/// span. +/// +/// * `service.instance.id` (wire): A uuid4 minted by the OTel-Python SDK per PROCESS +/// (eba7a1b6-8670-4d18-91be-a06eb27e0dab). Constant across all 8 traces of +/// semantic_kernel_user, which makes it the most session-shaped value in the capture — and it +/// is pure process identity that would merge every concurrent user of a server into one +/// 'session'. Not SK's; listed because with no real session key present it is the first thing +/// a resolver would reach for. +/// +/// * `CHAT_MESSAGE_INDEX` (wire): LOG-record attribute only. An SK-proprietary within-request +/// message ordinal (0,1,2,…) used to restore chat order; not an identifier of anything. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * `import_order_silent_zero`: The diagnostics env vars must be set BEFORE the first `import +/// semantic_kernel`. MODEL_DIAGNOSTICS_SETTINGS = ModelDiagnosticSettings() is a module-level +/// constant in three modules (model_diagnostics/decorators.py:34, +/// agent_diagnostics/decorators.py:28, model_diagnostics/function_tracer.py:26) and is never +/// re-read. Setting them later produces zero GenAI spans with no warning, no log line and no +/// error — and, because AutoFunctionInvocationLoop and the agent_runtime spans are ungated, +/// the trace is NOT empty, it is just silently GenAI-less. Expect customer reports of 'SK +/// sends telemetry but no LLM data'. +/// +/// * `gen_ai_system_is_always_openai`: gen_ai.system is the CONNECTOR class constant, not the +/// provider: OpenAIChatCompletionBase.MODEL_PROVIDER_NAME = "openai" +/// (open_ai_chat_completion_base.py:57) is passed to the decorator, so the anthropic/claude- +/// haiku-4.5 spans in semantic_kernel_agents also report gen_ai.system=openai. 21/21 spans +/// carrying gen_ai.system in the corpus say openai (10 user + 11 agents; the seed's "12/12" +/// counted only the `chat.completions`-named spans, which EXCLUDES the anthropic spans the +/// sentence is about — corrected 2026-08-13). Provider attribution keyed on gen_ai.system is silently +/// wrong; gen_ai.request.model carries the truth. This is also why eq(gen_ai.system, +/// "openai") must NEVER be a semantic_kernel matcher — it would steal every genuine OpenAI- +/// SDK span. +/// +/// * `off_semconv_values`: SK's values are not semconv values. gen_ai.operation.name is +/// `chat.completions` / `chat.streaming_completions` (semconv says `chat`); +/// gen_ai.response.finish_reason is a Python enum repr, `FinishReason.STOP` / +/// `FinishReason.TOOL_CALLS` (semconv says `stop` / `tool_calls`), produced by +/// ",".join(str(fr)) at model_diagnostics/decorators.py:417-421 — note it is singular +/// `finish_reason` holding a comma-joined LIST, not the semconv plural array. server.address +/// is a full URL, https://openrouter.ai/api/v1/, not a host, and server.port is never set. +/// Every value arrives as OTLP stringValue except the two token counts and max_tokens, which +/// arrive as intValue. +/// +/// * `falsy_attributes_are_dropped`: _get_completion_span filters execution settings with a +/// bare `if attribute:` over extension_data (model_diagnostics/decorators.py:355-358), so any +/// ZERO-valued knob is silently absent: temperature=0 was set in both scenarios and appears +/// on no span, and top_p=0 / seed=0 / frequency_penalty=0 would behave identically. +/// _set_completion_response does the same for usage (`if usage.prompt_tokens:`), so a genuine +/// 0-token count is dropped rather than recorded as 0. Absence of gen_ai.request.temperature +/// does NOT mean the caller left it default. +/// +/// * `duplicate_exception_events`: Failing tool spans carry the `exception` event TWICE — once +/// from KernelFunction._handle_exception's record_exception (kernel_function.py:403) and once +/// from the span context manager's __exit__ as the exception escapes. Wire- confirmed on all +/// 7 `execute_tool TransportPlugin-fetch_transport_data` spans (14 events for 7 exceptions). +/// error.type and the ERROR status are set once each. Any error-event counter must dedupe. +/// Failing tool spans also carry NO gen_ai.tool.call.result at all (2/9 execute_tool spans in +/// semantic_kernel_agents have one), so result presence is not a proxy for tool completion. +/// +/// * `error_type_shape_differs_by_path`: SK has three error paths with two different error.type +/// shapes: kernel_function.py:404 and agent_diagnostics/decorators.py:213 use +/// type(e).__name__ (observed: `RuntimeError`), while model_diagnostics/decorators.py:453 +/// (_set_completion_error) uses str(type(error)), which would emit the literal ``. Only the first shape is exercised in these captures (no chat span +/// errored). A value-keyed error taxonomy must expect both. +/// +/// * `tool_errors_do_not_propagate`: Kernel._inner_auto_function_invoke_handler swallows tool +/// exceptions and feeds the model a string, so the `execute_tool` span is ERROR while every +/// ancestor (AutoFunctionInvocationLoop, invoke_agent, and the whole trace) stays UNSET. +/// Trace health computed from the root, or from status alone, reports these traces as clean: +/// 7 ERROR spans sit under an UNSET root in the 31-span trace. The model retried +/// fetch_transport_data 7× despite instructions not to (5 LLM round trips). +/// +/// * `high_cardinality_span_names`: Every native span name is templated with unbounded data: +/// `invoke_agent `, `chat.completions `, `execute_tool +/// -`, and worst, `agent_runtime process _<32-hex orchestration +/// GUID>.(Orchestration)-A` — the GUID is minted per orchestration run, so the 17 runtime +/// span names in this capture are unique to this run and will never recur. Span-name +/// grouping, dashboards and any eq(span.name, …) rule are unusable for this framework; that +/// is why this seed contains no span.name predicate at all. +/// +/// * `runtime_fragments_traces_and_stitches_with_links`: THE headline fixture fact, revealed by +/// the 2026-08-11 §7 regeneration (the previous capture hid it behind a harness root span). +/// SK's InProcessRuntime does NOT continue the caller's trace across the actor message bus: +/// TraceHelper.trace_block computes `context = None` — literally, with a `# TODO(evmattso): +/// we may need to remove other code for using custom context.` beside it +/// (agents/runtime/core/telemetry/tracing.py:82) — and passes it to start_as_current_span. +/// Whenever the enqueue and the handling of a message sit in different asyncio tasks (which +/// is always for send/ack, and for the whole bus once no customer span is ambient), the span +/// starts a BRAND NEW TRACE. Instead of parenting, the runtime attaches LINKS built from the +/// envelope's traceparent (get_telemetry_links, propagation.py). Measured: one +/// ConcurrentOrchestration run = 10 traces, 4 of them a single span, with 13/17 runtime spans +/// carrying exactly one link each. Consequences: (a) a customer's own root span makes this +/// LOOK like one clean trace, so the shape maple sees depends on whether the app wraps the +/// call; (b) trace-level anything (duration, error rollup, cost per request) is wrong for +/// orchestrated SK by construction; (c) any stitching must follow span links, which no +/// predicate in the algebra can express. +/// +/// * `hitl_is_invisible_on_the_wire`: The fixture exercises both approval branches and NEITHER +/// is distinguishable in the telemetry. Turn 5 (deny): gpt-4o-mini asks for confirmation in +/// prose, so no tool call is ever emitted and the FUNCTION_INVOCATION filter never runs — the +/// denial exists only in the model's text, which lives in a gen_ai.choice LOG record. Turn 6 +/// (approve): the filter runs and the tool executes, producing an ordinary OK-status +/// `execute_tool FileSystemPlugin-delete_file` span identical in shape to any other tool +/// call. A denied-then-executed gate is therefore indistinguishable from a plain tool call, +/// and a gate that blocks is indistinguishable from a model that simply chose not to call the +/// tool. (The 2026-08-06 capture appeared to show a denial only because the harness emitted +/// an approval.decision span for it — a §2 violation now removed.) +/// +/// * `no_native_hitl`: SK Python has no tool-approval / interrupt / resume primitive at all — +/// no analogue of LangGraph's interrupt or ADK's LongRunningFunctionTool. +/// AutoFunctionInvocationContext.terminate can stop the loop but offers no pause/resume +/// checkpoint. The idiomatic interception point is a FilterTypes.FUNCTION_INVOCATION filter, +/// which runs INSIDE KernelFunction.invoke — so a filter denial would still produce a full, +/// OK-status execute_tool span whose gen_ai.tool.call.result is the refusal text (unexercised +/// in this capture: the model asks in prose before ever calling the tool, see +/// caveats.hitl_is_invisible_on_the_wire). HITL is invisible to any rule in this algebra, and +/// a denied tool call is indistinguishable from a successful one. +/// +/// * `keyword_args_empty_the_input`: gen_ai.agent.invocation_input is [] whenever the caller +/// passes messages by keyword: the decorators do `messages = args[1] if len(args) > 1 else +/// None` (agent_diagnostics/decorators.py:76,111,147), and `agent.get_response(messages=x)` +/// is the form the SK documentation shows. Both scenarios pass positionally on purpose; a +/// real customer following the docs ships empty inputs while the outputs populate normally. +/// Value-quality caveat, not a matcher. +/// +/// * `three_scopes_vanish_by_default`: Restating the sharpest operational fact: with the +/// shipped defaults three of the five scopes never emit. A customer who wires an OTLP +/// exporter and no env vars sends semantic_kernel traces consisting solely of +/// AutoFunctionInvocationLoop and agent_runtime spans — vendor-classifiable, GenAI-empty, and +/// with gen_ai.operation.name absent the generic unknown tier catches nothing either. +/// +/// * `vendor_but_not_genai_sub_tier` — DEFERRED, 2026-08-13 (fix-queue SK3, integration +/// decision D-6, not a TODO): 22/47 agents spans carry zero GenAI payload — 17 +/// `agent_runtime *` spans plus the 5 `AutoFunctionInvocationLoop` spans — and **7** of the +/// 10 agents traces contain nothing else (the seed's "6" is a miscount; wire-verified: 1× +/// `create`, 3× `send`→`process CollectionActor` pairs, 3× `ack`; only 3 traces contain any +/// AI span at all, not 4). They are correctly semantic_kernel spans but they inflate any +/// per-vendor operation count by ~47% here, ~77% under `variants.diagnostics_off`. The fix +/// is an output-schema concept (a vendor-but-non-GenAI sub-tier / annotation column) that v1 +/// does not have — blocked on the schema, not on predicate power, exactly like langchain's +/// L3. Do not "fix" it by dropping the scope clauses: these spans reach no unknown tier +/// (they carry no gen_ai.* key), so un-classifying them loses them entirely. +/// +/// Config variants that change the wire shape (`diagnostics_off`, `diagnostics_non_sensitive`): +/// recorded in full in the seed's `variants:` block — re-read it before touching this vendor's +/// rules. +pub const SEMANTIC_KERNEL: VendorDef = VendorDef { + id: VendorId::SemanticKernel, + detect: detect_semantic_kernel, + keys: &[ + "gen_ai.operation.name", + // Phase-2 X4: the exact key replaces the two-letter `sk.` prefix. + "sk.available_functions", + // Phase-2 clause 5's second conjunct. + "gen_ai.response.finish_reason", + ], + prefixes: &[], + span_names: &[], + session_candidates: &[], + decoy_values: &[], +}; + +fn detect_semantic_kernel(s: &SpanCtx) -> bool { + let scope = s.scope_name(); + + // owned_by: library, source: wire (phase-2, fix-queue SK1). + // The four SK tracers are all `get_tracer(__name__)` calls, so the scope name IS the + // dotted module path inside the semantic_kernel package — library-owned, vendor- + // namespaced, unproducible by app code. The v1 rules enumerated the four module paths + // (agent_diagnostics.decorators — every `invoke_agent ` span, 8/28 user + 5/47 + // agents; model_diagnostics.decorators — `chat.completions`/`chat.streaming_completions` + // , 10/28 + 11/47, plus the untested text.* twins; + // functions.kernel_function — every `execute_tool -` span, 2/28 + + // 9/47, the only spans in the corpus with error.type / ERROR status / exception events; + // connectors.ai.chat_completion_client_base — the `AutoFunctionInvocationLoop` span, + // 8/28 + 5/47, whose ONLY attribute is sk.available_functions). The seed calls the + // module-path rename "the highest-probability future breakage in this seed", so the + // prefix replaces the enumeration: it survives any utils/telemetry/ refactor and any + // sixth get_tracer(__name__) call site. Corpus sweep: no non-SK span has a scope + // starting `semantic_kernel.` (the one grep hit inside openrouter is a `git status` + // listing embedded in a span-attribute VALUE, which no scope test can read). + if scope.starts_with("semantic_kernel.") { + return true; + } + + // owned_by: library, source: wire (phase-2, fix-queue SK2). + // The pathological scope: a literal SPACE, no vendor namespace. Built at + // agents/runtime/core/telemetry/tracing.py:38 as + // f"agent_runtime {instrumentation_builder_config.name}", where the name comes from + // MessageRuntimeTracingConfig("InProcessRuntime") — a hardcoded literal at + // in_process_runtime.py:182, NOT the runtime class name. v1 pinned that one value; + // InProcessRuntime is merely the only CoreRuntime shipped in 1.36.0, so a + // non-InProcess runtime was a silent-and-total miss: its spans carry only + // messaging.operation / messaging.destination / messaging.message.type, and a generic + // messaging.* rule would sweep in every Kafka/RabbitMQ span in a real app. The trailing + // space is load-bearing. Wire: 17/47 agents, 0/28 user. Corpus sweep: zero non-SK spans + // under any `agent_runtime ` scope — notably microsoft_agent_framework, SK's successor + // in the same AutoGen lineage and the most plausible collision, uses the single scope + // `agent_framework` (53/53 spans). Residual risk unchanged from the seed and accepted: + // TraceHelper / MessageRuntimeTracingConfig are PUBLIC exports, so a third-party runtime + // reusing SK's telemetry code is attributed to SK — one-directional, and arguably + // correct since it IS SK's telemetry code emitting. These spans are SK spans but NOT + // GenAI spans (see false_positives); they are also the population that fragments the + // agents capture into 10 traces and the only corpus spans carrying span LINKS (13/17). + if scope.starts_with("agent_runtime ") { + return true; + } + + // ---- scope-loss fallbacks (a collector/bridge rewrote or dropped the scope) ---- + + // source: wire (phase-2, fix-queue X4 — deviation from the queue's prescribed shape, + // adopted per the integration decision). + // X4 asked for `key_prefix("sk.")` guarded by the semantic_kernel scope family, but + // that conjunction is dead code: every span carrying an sk.* key sits in the + // chat_completion_client_base scope (13/13 across both captures), so the scope clause + // already claims it — and the whole purpose of this tier is scope LOSS, under which a + // scope-guarded form recovers nothing. The exact key is strictly better: it is the only + // sk.* key SK emits (model_diagnostics/gen_ai_attributes.py:47, "Kernel specific + // attributes"; wire-confirmed — the complete key inventory of both captures contains no + // other), so recall is unchanged, while the FP surface shrinks from "any app key + // starting with two letters" (Sidekiq, an `sdk` typo, some `some kit`) to "an app + // minting the literal 26-char sk.available_functions". A future second sk.* key would + // ride on spans inside a semantic_kernel.* scope and be caught above anyway. This is + // the ONLY signal on AutoFunctionInvocationLoop spans (8 user + 5 agents), which carry + // no gen_ai.* key at all. + if s.has_attr("sk.available_functions") { + return true; + } + + // source: wire. + // SK-invented operation value (model_diagnostics/decorators.py:38); not an OTel semconv + // value. 9/47 agents (streaming chats under orchestration). Corpus-clean: every other + // vendor emits "chat". + if s.attr("gen_ai.operation.name") == Some("chat.streaming_completions") { + return true; + } + + // source: wire (phase-2 — the queue missed this one; adopted per the integration + // decision, which also records that it fingerprints a bug). + // The non-streaming twin of the clause above, which the seed declined under the old + // algebra because `chat.completions` alone is "generic enough to collide with other + // vendors" — true, and exactly what the conjunction fixes. The co-evidence is SK's + // Python-enum-repr bug: decorators.py:417-421 does `",".join(str(fr))` over + // FinishReason enum members, so the value arrives as `FinishReason.STOP` / + // `FinishReason.TOOL_CALLS` instead of a semconv value. Corpus-unique: a full sweep of + // every *finish_reason* attribute finds `FinishReason.`-prefixed values ONLY in the two + // SK captures (10 user + 11 agents). The obvious trap is checked — openrouter carries + // the same singular key `gen_ai.response.finish_reason` on 1,918 spans (2026-08-13 + // re-count; the queue's figure of 1,637 predates a corpus refresh), values + // stop/tool_calls/length, none `FinishReason.`-prefixed, and its 4,937 + // gen_ai.operation.name values are all "chat", never "chat.completions". Recovers the + // 12 non-streaming chat spans (10 + 2) on scope loss, symmetric with the streaming + // fallback the seed already ships. Honest failure mode: if SK ever fixes the enum repr + // the clause goes quiet and those spans degrade to unknown:genai — today's behavior. + s.attr("gen_ai.operation.name") == Some("chat.completions") + && s.attr("gen_ai.response.finish_reason") + .is_some_and(|value| value.starts_with("FinishReason.")) +} + +/// Seed: frameworks/smolagents/registry-seed.yaml +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `service.instance.id` (wire): Resource attribute auto-detected by the OTel Python SDK 1.44 +/// as a random uuid4 per process (sdk/resources/__init__.py:507-528), not by smolagents or +/// OpenInference. Session-shaped and stable across all 6 turns of smolagents_user ONLY +/// because the fixture is one process per scenario; in a server it is one value for thousands +/// of sessions. Process identity, never session identity. +/// +/// * `metadata` (wire): The third slot of the SAME using_attributes call that carries +/// session.id, so it is present on 42/42 and 33/33 spans and looks like a first-class +/// correlation field. It is an opaque customer JSON blob — here {"scenario","turn", +/// "capture.id"}, i.e. it CHANGES per turn inside one session. Never join on it. +/// +/// * `tag.tags` (wire): Fourth slot of the same context call (42/42, 33/33). A customer- +/// supplied label array — here ["turn-1"] … ["turn-6"] within a single session. Per-call +/// labels, not identity. +/// +/// * `llm.output_messages.0.message.tool_calls.0.tool_call.id` (wire): Provider tool-call id +/// (call_…) on LLM spans; also mirrored into the TOOL span's input. Correlates one tool call +/// to its result, changes many times per turn. +/// +/// * `openinference.project.name` (source_code): The only OpenInference RESOURCE attribute that +/// exists (semconv/resource/ __init__.py). Set exclusively by `dangerously_using_project`, a +/// notebook helper that patches ReadableSpan.__init__ (_projects.py:10-27), and by Phoenix- +/// style backends. It is a deployment-wide constant — the langsmith.trace.session_name +/// failure mode. Not observed in these captures; never join on it. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * `no_first_party_telemetry`: smolagents 1.26.0 contains ZERO telemetry code — it imports +/// opentelemetry nowhere, has no tracer/exporter/callback setting, and honours no OTEL_* env +/// var. 100% of smolagents telemetry maple will ever see is authored by openinference- +/// instrumentation-smolagents, a third-party wrapt monkey-patcher. Practical consequences: +/// (a) the framework version is never on the wire — scope.version is the instrumentor's +/// 0.1.33, and service.version=1.26.0 here is harness-set [H]; (b) instrumentation is opt-in +/// application code, so the population of smolagents users maple can see is only those who +/// installed the OpenInference package and built an SDK; (c) span shapes track the +/// instrumentor's release cadence, not smolagents'. +/// +/// * `model_subclass_discovery_is_by_export`: The instrumentor patches Model subclasses by +/// scanning vars(smolagents) at instrument() time (__init__.py:75-84). A customer's own Model +/// subclass — the normal way to wire a private gateway — is NOT in that dict and is therefore +/// NEVER traced: the trace keeps its AGENT / CHAIN / TOOL spans and silently loses every LLM +/// span, along with all token counts and message content. A smolagents trace with no +/// `.generate` span is this case, not an error. Also version-fragile: patching happens +/// once at instrument() time, so classes imported later are missed. +/// +/// * `agent_identity_only_in_span_name`: No agent.name / agent.id / role attribute exists. The +/// agent is identifiable only by splitting `.run` off the span name, and the fallback +/// when an agent has no name= is the Python CLASS name (_wrappers.py:123). Tool spans are +/// worse: the span name is instance.__class__.__name__ (_wrappers.py:653), so every @tool- +/// decorated function produces a span literally named `SimpleTool` — the fixture declares +/// explicit Tool subclasses purely so the names differ. tool.name carries the real tool name +/// in both styles; span names must never be used as rules. See algebra_violations. +/// +/// * `smolagents_task_is_the_previous_turn`: smolagents.task on `.run` is OFF BY ONE +/// when the agent is reused. The wrapper reads agent.task BEFORE calling the wrapped run() +/// (_wrappers.py:74,124-126), and run() is what assigns it — so on a fresh agent the key is +/// ABSENT and on every subsequent turn it holds the PREVIOUS turn's task. Wire-proven in +/// smolagents_user: turn 1 has no smolagents.task, turn 2 carries turn 1's text, … turn 6 +/// carries turn 5's (5/6 spans). Never use smolagents.task as the turn's input — input.value +/// on the same span is correct. In smolagents_agents it is absent from all 5 AGENT spans +/// (every agent is run exactly once). +/// +/// * `token_counts_double_and_undercount`: llm.token_count.{prompt,completion,total} appears on +/// BOTH the LLM spans and the `.run` AGENT span, where the AGENT value is +/// agent.monitor's run total (_wrappers.py:214-219) — i.e. the sum of its own LLM children. +/// Any per-span rollup over a trace double counts. In the other direction, scenario B's +/// orchestrator.run total covers only the orchestrator's own LLM calls, NOT the managed +/// agents' (each worker has its own monitor and its own AGENT span), so the root span is not +/// a trace total either. Dedupe on openinference.span.kind = LLM. +/// +/// * `session_context_is_instrumentor_side_not_otel_context`: OpenInference's session +/// propagation is NOT OTel baggage and NOT span-attribute inheritance: using_attributes +/// attaches a plain contextvar that only OITracer reads at span creation. A span created with +/// a stock opentelemetry.trace.Tracer inside the very same `with using_attributes(...)` block +/// gets NOTHING. Wire-proven [H] in the pre-prune backup of smolagents_user: run 1's two +/// `human_approval` spans (plain get_tracer, inside the context) carry no +/// session.id/user.id/metadata/tag.tags at all, while run 2's — after hitl.py added an +/// explicit span.set_attributes(dict(get_attributes_from_context())) — carry all four. Any +/// customer-authored or third-party-auto-instrumented span in a smolagents trace is session- +/// blind unless it opts in the same way. +/// +/// * `one_trace_per_run_reset_false_does_not_help`: agent.run(reset=False) preserves MEMORY, +/// not the trace: every run() opens a new root span and therefore a new trace id (six turns +/// of one persistent agent = six unrelated trace ids in smolagents_user). smolagents exposes +/// no run/thread/conversation identifier to the instrumentor either. Cross-turn correlation +/// exists ONLY through the customer-supplied session.id. +/// +/// * `error_shape_and_the_unreachable_recovery_event`: A failed tool produces status=ERROR + +/// one `exception` event on the TOOL span, and status=ERROR + TWO `exception` events on the +/// enclosing `Step ` span (the wrapper's record_exception at _wrappers.py:325 plus the +/// SDK's own on the way out of start_as_current_span). 0.1.33 also contains a softer path — +/// _record_step_error() emits an `agent.step_recovery` span EVENT and sets status OK for +/// AgentToolCallError/AgentToolExecutionError (_wrappers.py:260-286) — but it is unreachable +/// whenever the error propagates, because _finalize_step_span skips it once the status is +/// already ERROR. Wire-confirmed: zero `agent.step_recovery` events and zero OK-status +/// errored steps in either capture; the transport failure in smolagents_agents is an +/// AgentToolExecutionError and still lands as ERROR + 2 exception events. Error-rate +/// consumers must expect exactly this double-count. +/// +/// * `no_native_hitl_or_resume`: smolagents 1.26.0 has no approval/interrupt-and-resume +/// mechanism. MultiStepAgent.interrupt() only flips a flag checked at the top of the next +/// loop iteration and then raises AgentError — it aborts a run, it cannot suspend a pending +/// tool call. There is no needs_approval / checkpointer concept. The fixture's HITL is +/// therefore SIMULATED [H] by subclassing ToolCallingAgent.execute_tool_call (hitl.py): on +/// denial Tool.__call__ is never reached, so NO DeleteFileTool span exists — a real absence, +/// not a dropped span. maple must not expect any native HITL signal from smolagents. +/// +/// * `parallel_fan_out_is_real_and_context_safe`: Scenario B's three managed-agent calls +/// genuinely overlap (weather/budget/transport workers start within ~5 ms of each other +/// inside one 33-span trace): ToolCallingAgent.process_tool_calls dispatches through a +/// ThreadPoolExecutor with copy_context().run(...), and the instrumentor additionally swaps +/// smolagents.local_python_executor.ThreadPoolExecutor for a context-preserving one +/// (__init__.py:105-123). Parent/child links survive the thread hop. Fragile in a different +/// way, though: it degrades to sequential whenever the model emits a single tool call per +/// message, so fan-out shape is model-dependent, not framework-guaranteed. +/// +/// * `payload_grows_quadratically_within_a_session`: Every `.generate` span re- +/// serialises the ENTIRE conversation into llm.input_messages..* (144 message-content +/// triples across 11 LLM spans in smolagents_user) and re-sends every tool's full JSON Schema +/// in llm.tools.. With reset=False the memory grows monotonically, so late turns of a long +/// session cost far more bytes than early ones — the largest single OTLP record here is +/// 118,815 B for one 3-turn batch. OPENINFERENCE_HIDE_LLM_TOOLS and +/// OPENINFERENCE_HIDE_INPUT_MESSAGES are the levers; trace-count sampling is not. +/// +/// * `pruned_capture_inventory`: Both capture dirs originally held TWO runs of their scenario +/// (the capture server is append-only). They were pruned on 2026-08-06 to the canonical later +/// run (scripts/prune-spec.json: smolagents_user keep 3-5, smolagents_agents keep 5-8) and +/// the seqs renumbered from 0. The pre-prune supersets survive only as +/// records.jsonl.bak-2026-08-06T02-32-20-748Z / …T02-30-45-531Z and are NOT part of the +/// fixture. Two throwaway probe captures — smolagents_probe (2 records / 20 spans / 3 traces) +/// and smolagents_agents_probe (6 / 37 / 1) — are development artefacts and are deliberately +/// excluded from this seed. +/// +/// Config variants that change the wire shape (`openinference-genai-semconv`): recorded in full +/// in the seed's `variants:` block — re-read it before touching this vendor's rules. +pub const SMOLAGENTS: VendorDef = VendorDef { + id: VendorId::Smolagents, + detect: detect_smolagents, + keys: &["openinference.span.kind"], + prefixes: &["smolagents."], + span_names: &[], + session_candidates: &[ + // verdict: C. + SessionCandidateDef { + key: "session.id", + authority: |s| s.has_attr("openinference.span.kind"), + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::Session, + granularity_of_value: None, + }, + // verdict: C. + SessionCandidateDef { + key: "user.id", + authority: |s| s.has_attr("openinference.span.kind"), + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::User, + granularity_of_value: None, + }, + ], + decoy_values: &[], +}; + +// Phase 2 (fix-queue SM1/SM2, 2026-08-13): re-adjudicated, shape CONFIRMED — two +// independent clauses, no shared-key hazards, and the HONEST CEILING is on the record +// per SM1: on scope rewrite/drop, 34/42 + 28/33 spans (every `Step ` CHAIN, +// `.generate` LLM and `` TOOL span) carry NOTHING +// smolagents-specific — outside `smolagents.*` there is no key in either capture that +// any other OpenInference vendor would not also emit — and they fall to +// unknown:openinference via openinference.span.kind (42/42 + 33/33 coverage). That +// degradation is correct: loss of vendor label only, never silent total loss, and any +// attribute-only rule for those spans would be an invented fingerprint. SM2 +// (`suffix(span_name, ".run")` agent identity) stays DEFERRED to the read path: span +// names are customer Python identifiers, and the rule adds zero recall (every `.run` +// span already matches the scope clause; on scope loss the same spans match the +// `smolagents.` clause). +fn detect_smolagents(s: &SpanCtx) -> bool { + // owned_by: library, source: wire. + // The scope name is the instrumentor module's own __name__ and the version is its + // __version__ — openinference/instrumentation/smolagents/__init__.py:51 does + // trace_api.get_tracer(__name__, __version__, tracer_provider). Library-owned, + // namespaced, stable, and NOT app-derivable: the customer supplies only a + // TracerProvider. It is also the ONLY signal that classifies 34/40 (user) and 28/33 + // (agents) native spans — the LLM / TOOL / CHAIN populations carry no smolagents- + // specific attribute whatsoever (see false_negatives), so gating this scope on attr + // evidence would leave 85% of this vendor's spans unattributed. Exactly four + // span-creation sites exist in this scope (MultiStepAgent.run, + // {Code,ToolCalling}Agent._step_stream, .generate(_stream), Tool.__call__ — + // __init__.py:56-130), all agent operations. NOTE the scope version tracks the + // INSTRUMENTOR (0.1.33), never smolagents (1.26.0): the framework version is not on the + // wire anywhere. EXACT equality also refuses the harness scope + // "trace-capture.smolagents" (2 spans in smolagents_user), which CONTAINS the + // substring "smolagents" — a contains/suffix scope rule would wrongly claim them. + s.scope_name() == "openinference.instrumentation.smolagents" + // source: wire. Vendor-owned namespace, scope-loss fallback reaching only the + // AGENT spans: 6/42 + 5/33 carry smolagents.{max_steps,tools_names,task, + // managed_agents..*} — emitted solely by _smolagent_run_attributes() on + // `.run` (_wrappers.py:71-104). Unconditional per X4 (own namespace); + // negative sets: 0 occurrences of the prefix in openrouter (4,097 spans), + // eve_slack (2,328), eve_slack_no_messages (1,927) or any other + // non-smolagents capture (grep, 2026-08-13). The harness human_approval spans + // carry no smolagents.* key, so this clause does not claim them either. + || s.any_attr_prefix("smolagents.") +} + +/// Seed: frameworks/spring_ai/registry-seed.yaml +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `gen_ai.response.id` (wire): On every `chat` span; unique per LLM call, never repeats +/// across turns. +/// +/// * `spring.ai.tool.call.id` (wire): Per tool invocation (call_AzE6...); correlates tool +/// calls, not sessions. +/// +/// Harness-only keys in the fixture captures (not framework signal): `chat.session.id`. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * The instrumentation scope identifies SPRING BOOT, not Spring AI: scope.name is +/// org.springframework.boot, scope.version is the Boot version. A Boot app with no Spring AI +/// on the classpath emits spans in the identical scope. Strongest argument in the corpus for +/// attribute-based over scope-based classification. +/// +/// * gen_ai.system is the CLIENT implementation, not the provider: `chat` spans for +/// anthropic/claude-haiku-4.5 (via OpenRouter through the OpenAI-compatible client) report +/// gen_ai.system=openai. gen_ai.request.model / gen_ai.response.model carry the truth. +/// +/// * ALL attribute values arrive as OTLP stringValue, including numbers and booleans +/// (gen_ai.usage.input_tokens="210", spring.ai.chat.client.stream="false") and +/// gen_ai.response.finish_reasons as the string ["STOP"], not an arrayValue. Micrometer +/// KeyValues are String-typed and the bridge does not re-type them. +/// +/// * Emitted OTLP is maximally unbatched: ONE resourceSpans block containing ONE scopeSpans +/// block containing ONE span, repeated — the full resource attribute set is duplicated per +/// span. +/// +/// * In 1 of the 2 multi-record traces the first record mentioning the trace contains ONLY the +/// POST HTTP span — neither a classifiable span nor the session key — so a first-batch +/// classifier sees that trace as non-AI for one batch. +/// +/// * Spring AI produced no ERROR-status span anywhere: the default +/// ToolExecutionExceptionProcessor swallows tool exceptions and feeds the message back to the +/// model, so execute_tool fetch_transport_data ends OK with the 503 text in +/// spring.ai.tool.call.result. The corpus' only ERROR span is harness [H]. +/// +/// * 28 of 101 native spans are advisor bookkeeping (`call`, `tool _calling `, +/// `message_chat_memory`) with no AI payload beyond spring.ai.advisor.name/order. One has a +/// malformed name — the literal string `tool _calling ` (stray underscore, trailing space; +/// Spring AI name-derivation bug). Span-name rules must not be used. +/// +/// * Harness spans [H]: agent.* (8 + 5, AgentSpan.java — hardcodes gen_ai.system=spring_ai, +/// gen_ai.operation.name=invoke_agent, agent.role/parent/ task, workflow.* on the +/// orchestrator, chat.session.id/chat.turn.* on agent.assistant), hitl.approval (3 — Spring +/// AI has NO native HITL mechanism), and transport_api.fetch (1). All emitted via Spring's +/// own ObservationRegistry, so they land in the framework scope and are detectable only by +/// provenance. +pub const SPRING_AI: VendorDef = VendorDef { + id: VendorId::SpringAi, + detect: detect_spring_ai, + keys: &["gen_ai.system", "spring.ai.kind"], + prefixes: &["spring.ai."], + span_names: &[], + session_candidates: &[ + // verdict: B. + SessionCandidateDef { + key: "spring.ai.chat.client.conversation.id", + authority: |s| s.attr("spring.ai.kind") == Some("chat_client"), + require_non_empty: true, + reject_decoy_values: true, + event_key: None, + granularity: Granularity::Session, + granularity_of_value: None, + }, + ], + decoy_values: &[ + // source_code: ChatMemory's documented default conversation id. NOT observed on the + // wire (the convention omits the key when unset), but an integration passing the + // literal default into the advisor param would produce a process-wide constant that + // must never be joined on. + "default", + ], +}; + +fn detect_spring_ai(s: &SpanCtx) -> bool { + // source: wire. + // Spring AI's own attribute namespace: spring.ai.kind, spring.ai.advisor.*, + // spring.ai.tool.*, spring.ai.chat.client.* — and, per the seed, the future + // embedding/image/vector-store conventions, which also emit spring.ai.kind. Wire: + // 52/75 spring_ai_user + 27/43 spring_ai_agents spans; zero occurrences in any other + // capture. + s.any_attr_prefix("spring.ai.") + // source: wire. + // The OTel-semconv-shaped form of the same fact; survives a spring.ai.* rename. + // Wire: 40 native (user) + 21 native (agents) spans. Known, accepted side effect: + // the fixture harness's agent.* spans (8 + 5) hardcode this value (AgentSpan.java) + // and match — pinned as harness_matched in the goldens. A real customer stamping + // gen_ai.system="spring_ai" on their own Observations is claiming the vendor + // namespace and gets classified accordingly. + || s.attr("gen_ai.system") == Some("spring_ai") + // source: wire (phase-2, fix-queue SP1). + // Tool-less ChatModel spans carry the full gen_ai.* block and NO spring.ai.* key, + // because spring.ai.model.request.tool.names is omitted when no tool callbacks are + // configured — 2 spans in spring_ai_agents (0 in _user, where every chat span + // configures tools). The seed wanted `NOT scope.starts_with( + // "io.opentelemetry.instrumentation.") AND gen_ai.system == "openai"`; that + // negation form is banned by the corpus: openrouter carries 1,477 spans with + // gen_ai.system="openai" under its own scope (plus langsmith 14 and + // semantic_kernel 21), and openrouter's asserted FP ceiling is zero vendor claims. + // The positive conjunct is the safe form. The Boot scope is usable ONLY as a + // conjunct — it is Spring Boot's GLOBAL Micrometer-tracing scope (version tracks + // Boot 4.1.0, not Spring AI 2.0.0), so alone it would also claim the 20 plain HTTP + // CLIENT POST spans in these very captures, and every Spring MVC / RestClient / + // JDBC / @Observed span in a real app, all of which must stay non-AI. Wire for the + // positive: all 20 `chat` spans (12 + 8) carry gen_ai.system=="openai" under scope + // org.springframework.boot — including the 3 anthropic/claude-haiku-4.5 chats, + // since Spring AI sets the value from the model-client implementation, not the + // provider. Negative sets, predicate applied: eve_slack 0/2328, + // eve_slack_no_messages 0/1927, openrouter 0/4097. + // Seed: frameworks/spring_ai/registry-seed.yaml (algebra_violations[0], resolved). + || (s.scope_name() == "org.springframework.boot" + && s.attr("gen_ai.system") == Some("openai")) +} + +/// Seed: frameworks/strands/registry-seed.yaml +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `event_loop.parent_cycle_id` (wire): Looks like a parent/session pointer and is WRONG +/// under concurrency: event_loop.py:803 writes it into the invocation_state dict, which +/// multiagent/graph.py:833 SHARES across every node running as its own asyncio.create_task. +/// In strands_agents 3 of the 4 spans carrying it name a cycle belonging to a DIFFERENT agent +/// (weather_worker->transport_worker, budget_worker->weather_worker, +/// summary_agent->weather_worker); the 4th is self-consistent only by luck. Correct in the +/// sequential strands_user case (3/3 same agent, same trace). Never join on it, and never use +/// it to reconstruct causality. +/// +/// * `event_loop.cycle_id` (wire): Fresh uuid4 per event-loop cycle: 11 distinct values across +/// 8 traces in strands_user, 8 within the single strands_agents trace. Sub-run granularity — +/// changes several times inside one turn. +/// +/// * `gen_ai.tool.call.id` (wire): Provider tool-call id. Deliberately REPEATS across the +/// interrupted and resumed copies of the same execute_tool span, which makes it look like a +/// correlation key spanning traces; it correlates one tool call, not a session. +/// +/// * `service.instance.id` (wire): Added to the resource by the OTel Python SDK, not by +/// strands: a fresh uuid4 per PROCESS, constant across all 33 spans and all 8 traces of +/// strands_user. The most convincing decoy in this framework — in a one-script-one-session +/// fixture it is indistinguishable from a session id, and in a long-lived server it silently +/// merges every user into one 'session'. +/// +/// * `gen_ai.agent.name` (wire): Stable per agent (user_assistant; +/// orchestrator/weather_worker/...), so it looks like a conversation key in single-agent +/// captures. It is a role name shared by every session that agent ever serves. +/// +/// Harness-only keys in the fixture captures (not framework signal): `scenario`, `capture.id`. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * `agent_span_tokens_are_cumulative`: gen_ai.usage.* on invoke_agent spans is +/// response.metrics.accumulated_usage — the Agent instance's LIFETIME total, not the turn's +/// (tracer.py:788-812). In strands_user the 8 invoke_agent spans read 248, 595, 1031, 2019, +/// 2576, 3190, 3844, 4541 total_tokens, and 4541 is exactly the sum of all 9 `chat` spans. +/// Summing invoke_agent tokens across a session over-counts by ~4x (18044 vs 4541); summing +/// `chat` spans is correct. The gen_ai_use_latest_invocation_tokens opt-in silently inverts +/// which of the two is right, with no attribute to tell them apart. +/// +/// * `content_lives_in_span_events`: In the default flavour 100% of prompts and completions are +/// span EVENTS (gen_ai.system.message / user / assistant / tool.message / gen_ai.choice), +/// with the payload in the event attributes `content` / `message` as JSON-serialised Strands +/// content blocks. Any pipeline that keeps spans but drops span events keeps every token +/// count and loses every message. The history is replayed IN FULL on each `chat` span, so +/// events grow quadratically with turn count: the 9 chat spans of the 6-turn strands_user +/// conversation carry 36 gen_ai.user.message + 36 gen_ai.assistant.message events between +/// them; 233 span events ride 33 spans. +/// +/// * `parent_cycle_id_is_corrupt_under_concurrency`: event_loop.parent_cycle_id is wrong in 3/4 +/// concurrent cases (strands_agents), naming another agent's cycle, because invocation_state +/// is one dict shared by all parallel graph nodes. Recorded as a decoy_key; repeated here +/// because it is the one strands attribute that actively misleads about trace structure +/// rather than merely being useless. +/// +/// * `interrupt_and_resume_are_different_traces`: Strands' native interrupt +/// (BeforeToolCallEvent.interrupt) stops the event loop and returns; resuming requires a NEW +/// agent(...) call, which opens a NEW root trace. 6 turns -> 8 traces. The interrupted +/// `execute_tool` span is exported with status OK and NO gen_ai.tool.status, and a second +/// span with the same gen_ai.tool.call.id appears in the resume trace with the real outcome. +/// Denial is a native ERROR span (code 2, message = the cancel_tool string) with +/// gen_ai.tool.status absent on the first copy and the tool body never executed. +/// +/// * `gen_ai_system_is_the_framework`: gen_ai.system is the constant 'strands-agents' on every +/// span — never the model vendor. Both captures actually called OpenRouter +/// (openai/gpt-4o-mini, anthropic/claude-haiku-4.5); only gen_ai.request.model carries +/// provider truth, and it holds the OpenRouter id, not a native OpenAI/Anthropic model id. +/// Convenient for classification (it is our attr_matcher), useless for provider attribution. +/// +/// * `invoke_graph_is_a_bare_container`: The multi-agent root has 3 attributes, an UNSET +/// status, no gen_ai.event.end_time and span kind CLIENT — the only non-INTERNAL span in +/// either capture, and kind CLIENT for a span that makes no outbound call. It is also the +/// only span type that reads its trace_attributes from the Graph object rather than from an +/// Agent. +/// +/// * `no_native_http_span`: Strands emits no span for the actual model HTTP request; `chat` +/// wraps the provider SDK call. Latency attribution below `chat` requires separate +/// HTTP/provider auto-instrumentation, whose spans belong to a different vendor and would sit +/// underneath strands spans in the same trace. +/// +/// * `attribute_values_are_properly_typed`: Unlike the JVM frameworks, numeric attributes +/// arrive as OTLP intValue (gen_ai.usage.input_tokens, gen_ai.server.time_to_first_token) and +/// gen_ai.agent.tools arrives as a JSON STRING, not an arrayValue. Nothing in these captures +/// needs string->number coercion. +/// +/// * `customer_chosen_session_key` — ST1, adjudicated DO-NOT-FIX 2026-08-13: `session.id` is on +/// the wire only because the fixture passed `Agent(trace_attributes={"session.id": ...})`. +/// The literal string `session.id` occurs nowhere in strands-agents 1.50.2, so a span-local +/// static rule cannot know the customer's chosen key name; the hardcoded candidate is kept +/// because it IS the key AgentCore's ADOT layer injects for free (the one deployment where +/// session identity costs the customer nothing). The real fix is per-org overlay rules, which +/// the plan defers with their own version field. Not a predicate-power problem. +/// +/// * `abandoned_tool_duplicates` — ST2, half DO-NOT-FIX / half DEFERRED 2026-08-13: strands_user +/// has 4 `execute_tool delete_file` spans of which exactly 2 lack `gen_ai.tool.status` +/// (interrupted first attempts, exported with OK status), each pair sharing a +/// `gen_ai.tool.call.id`. The call.id JOIN is cross-span and therefore dead under the +/// per-span constraint (DO-NOT-FIX). The span-local half — +/// `gen_ai.operation.name == "execute_tool" && !has_attr("gen_ai.tool.status")` — is trivially +/// writable in v2 but has no v2 output column: it is a rollup-quality annotation ("this +/// tool-call row is an abandoned duplicate; any count or duration rollup double-counts it"), +/// not a classification. DEFERRED to an annotation surface (D-6); classification is +/// unaffected either way, since both copies are strands under every clause above. +/// +/// Config variants that change the wire shape (`gen-ai-latest-experimental`, `gen-ai-tool- +/// definitions`, `gen-ai-span-attributes-only`, `gen-ai-use-latest-invocation-tokens`, +/// `bedrock-agentcore-runtime`): recorded in full in the seed's `variants:` block — re-read it +/// before touching this vendor's rules. +pub const STRANDS: VendorDef = VendorDef { + id: VendorId::Strands, + detect: detect_strands, + keys: &[ + "gen_ai.system", + "gen_ai.provider.name", + // Phase-2: the guard on the `event_loop.` fallback. + "gen_ai.operation.name", + ], + prefixes: &["event_loop."], + span_names: &[], + session_candidates: &[ + // verdict: C. + SessionCandidateDef { + key: "session.id", + // A v1 `AnyOf`, now a plain `||`. + authority: |s| { + s.attr("gen_ai.system") == Some("strands-agents") + || s.attr("gen_ai.provider.name") == Some("strands-agents") + }, + require_non_empty: true, + reject_decoy_values: false, + event_key: None, + granularity: Granularity::Session, + granularity_of_value: None, + }, + ], + decoy_values: &[], +}; + +fn detect_strands(s: &SpanCtx) -> bool { + // owned_by: library, source: wire. + // Library-owned and structurally stable: telemetry/tracer.py:113-116 sets + // self.service_name = __name__ and calls tracer_provider.get_tracer( + // self.service_name), so the scope name IS the dotted module path of the tracer module + // inside the strands package. It cannot be influenced by the app, is namespaced, and + // catches 33/33 + 25/25 spans — the two captures contain NO span from any other scope + // at all — including the `invoke_graph` root, which carries only 3 attributes. NOTE: + // get_tracer() is called with no version argument, so scope.version is EMPTY on the + // wire — scope.version can never be used to detect the SDK release. + s.scope_name() == "strands.telemetry.tracer" + // source: wire / source_code (queue ST3: ONE expression, two semconv flavours). + // tracer.py:1216-1228's `_get_common_attributes` emits gen_ai.system on the legacy + // branch and gen_ai.provider.name INSTEAD on the gen_ai_latest_experimental branch — + // mutually exclusive, one fact. As two separate matchers they could be merged or + // ranked apart by any future priority pass; as one `||` inside one detect body they + // cannot. Wire: gen_ai.system=="strands-agents" on 58/58 corpus spans; + // gen_ai.provider.name has zero wire occurrences and is kept on the source-code + // citation so the experimental flavour stays classified under scope loss. The value + // is the FRAMEWORK name, never the model vendor (caveat + // gen_ai_system_is_the_framework) — exact equality, never substring or prefix, so + // openrouter's 1,477 gen_ai.system="openai" spans are untouched. + || s.attr("gen_ai.system") == Some("strands-agents") + || s.attr("gen_ai.provider.name") == Some("strands-agents") + // source: wire (phase-2, X4 sweep — the queue's list missed strands). + // `event_loop.` is NOT a vendor-named namespace, unlike `litellm.*` or `crew_*`: + // "event loop" is generic async-runtime vocabulary, and an asyncio/uvloop monitoring + // instrumentation emitting `event_loop.*` keys is entirely plausible. Corpus absence + // was its only protection — the same disjointness-only posture C2 was written to + // end. The guard cannot be strands' OWN evidence without collapsing the clause into + // the two above (which is the whole reason the seed keeps a prefix tier: to survive + // a gen_ai.* rename), so it is generic-AI evidence instead: on the wire all 19 + // `event_loop.*` spans (11/33 + 8/25, the execute_event_loop_cycle population) carry + // gen_ai.operation.name, and BOTH semconv flavours emit that key — only the + // system/provider key name differs between them. Zero corpus recall cost; a + // hypothetical asyncio-monitor span has no gen_ai.* at all and now falls through. + || (s.any_attr_prefix("event_loop.") && s.has_attr("gen_ai.operation.name")) +} + +/// Seed: frameworks/vercel_ai_sdk/registry-seed.yaml +/// Goldens: human_reviewed. +/// +/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule +/// is "never read", so the detector must not be able to): +/// +/// * `gen_ai.response.id` (wire): 9/28 + 9/18 + 9/29 spans, one distinct value per LLM call +/// (gen--); never repeats across turns. +/// +/// * `gen_ai.tool.call.id` (wire): Provider tool-call id (call_... / toolu_bdrk_...). +/// Correlates a tool call to its request, not turns to a session. +/// +/// * `gen_ai.agent.name` (wire): Set from telemetry.functionId (open-telemetry.ts:274) — agent +/// identity, and a PROCESS-LIFETIME CONSTANT per agent ('user_assistant' on all 8 +/// invoke_agent spans in vercel_ai_sdk_user). Session-shaped only because a fixture runs one +/// agent. +/// +/// * `ai.telemetry.functionId` (wire): Legacy-dialect twin of gen_ai.agent.name — same +/// constant, 18/18 spans, including ai.toolCall. Same trap. +/// +/// * `resource.name` (wire): assemble-operation-name.ts:15 sets it to telemetry.functionId +/// verbatim, so it is the same constant again under a name that reads like an entity id. Note +/// it is a SPAN attribute literally named resource.name, not an OTel Resource attribute. +/// +/// * `operation.name` (wire): Legacy dialect: `${operationId} ${functionId}` e.g. +/// 'ai.generateText user_assistant'. Constant per (operation, agent) pair for the whole +/// process life. +/// +/// Harness-only keys in the fixture captures (not framework signal): +/// `ai.settings.context.sessionId`, `ai.settings.context.scenario`. +/// +/// # Caveats (the seed review's rationale record) +/// +/// * SILENT ZERO: AI SDK v7 removed the per-call experimental_telemetry: {isEnabled: true} +/// switch. Telemetry now requires installing a separate package (@ai-sdk/otel) and calling +/// registerTelemetry(...) once at startup. Without it the SDK emits no spans, no warning and +/// no error. Every v5/v6 integration guide still in circulation produces a silently empty +/// pipeline on v7. This bounds how much vercel_ai_sdk data maple should expect to see at all. +/// +/// * TWO DIALECTS, ONE VENDOR: the same library ships two mutually exclusive span schemas with +/// different span names, different tree shapes and different attribute namespaces. scope.name +/// (gen_ai vs ai) is the ONLY clean discriminator: legacy ai.generateText.doGenerate spans +/// also carry gen_ai.system / gen_ai.request.* / gen_ai.response.* / gen_ai.usage.*, so +/// attribute-presence detection fails, and both integrations can be registered at once into +/// one trace. +/// +/// * gen_ai.provider.name is the CLIENT ROUTE, not the model vendor: mapProviderName (gen-ai- +/// format-messages.ts:76-109) maps the AI SDK provider string through a well-known-prefix +/// table and falls through to the raw string, so every span here says 'openrouter' even for +/// anthropic/claude-haiku-4.5. ai.response.providerMetadata (opt-in) reveals the real +/// upstream. The legacy dialect writes gen_ai.system=openrouter for the same reason. +/// +/// * Span names embed the MODEL ID, never the agent: `invoke_agent openai/gpt-4o-mini`. Two +/// different agents on one model are indistinguishable by name. Agent identity exists only as +/// gen_ai.agent.name, only on the operation span, and only if the customer set +/// telemetry.functionId — ToolLoopAgent's `id` is never exported. Attribution of a `chat` or +/// `execute_tool` span to an agent requires walking the parent chain. +/// +/// * DOCS BUG, verified: ai-sdk.dev/docs/ai-sdk-core/telemetry documents runtime context +/// landing as ai.settings.runtimeContext.*. The source has one implementation for both +/// dialects — getRuntimeContextAttributes at supplemental-attributes.ts:114-121 — and it +/// emits ai.settings.context.${key}. All 34 wire occurrences across the two dialects (and all +/// 106 across the two eve_slack captures) use ai.settings.context.*. Anyone building a +/// session rule from the docs joins on a key that does not exist. +/// +/// * enrichSpan (open-telemetry.ts:141-156, GenAI dialect only) is a second, undocumented- in- +/// NOTES injection point: it returns arbitrary attributes applied to EVERY AI SDK span type +/// at creation, including `chat` and `execute_tool`, which runtimeContext cannot reach. It is +/// the only way a customer can get a session key onto the token-bearing spans. Its keys are +/// entirely app-chosen, so it is invisible to any closed-key rule. +/// +/// * LEGACY DIALECT DROPS THE POST-APPROVAL TOOL SPAN: after a HITL approval resume the tool +/// executes before any step begins; onToolExecutionStart returns early when stepContext is +/// undefined (legacy-open-telemetry.ts:603-604), so vercel_ai_sdk_user_legacy has an +/// ai.toolCall span for get_weather but NONE for the approved delete_file that actually ran. +/// The GenAI integration falls back to stepContext ?? rootContext, so its `execute_tool +/// delete_file` span exists but is parented to `invoke_agent` — which post-§7 is the TRACE +/// ROOT — not to a `step`. A parser assuming tool is a descendant of step gets it wrong. Both +/// behaviours are wire-confirmed here (user: execute_tool get_weather under `step 1`, +/// execute_tool delete_file directly under the root; legacy: ai.toolCall for get_weather +/// only). +/// +/// * NATIVE HITL, INVISIBLE TO TELEMETRY: toolApproval: {delete_file: 'user-approval'} is a +/// real v7 gate, but neither dialect emits an approval span, event or attribute. A denied +/// call produces NO execute_tool span at all; the decision survives only inside message +/// payloads ({"denied":true,...} in gen_ai.input.messages, output:{"type":"execution-denied"} +/// in ai.prompt.messages), and approval parts are rendered as bare {"type":"tool-approval- +/// request"} with no approvalId, tool name or approved flag. HITL is unreachable by any +/// predicate in this algebra. +/// +/// * SPAN KIND IS PARTLY USEFUL HERE, unusually: the GenAI dialect emits CLIENT for `chat` +/// (9/28 and 9/29 spans) and INTERNAL for everything else. The legacy dialect emits INTERNAL +/// for all 18. Kind alone still cannot classify, but a kind-based LLM-call rollup works in +/// the GenAI dialect and silently returns nothing in the legacy one. Note the trace ROOT is +/// INTERNAL in both dialects — there is no SERVER span anywhere. +/// +/// * ERROR MODELLING IS NATIVE AND CORRECT: the failing tool in vercel_ai_sdk_agents produces +/// execute_tool fetch_transport_data with status ERROR ('transport data service unavailable +/// (503)') and one `exception` span event (exception.type/message/stacktrace), written by +/// @ai-sdk/otel's recordErrorOnSpan. The run does not abort — the error becomes a tool-error +/// part fed back to the model. Unlike google_adk, this exception event is framework-emitted, +/// not harness-injected. +/// +/// * NO HARNESS SPANS: the §7 fidelity pass (2026-08-11) deleted the fixture's own tracer +/// (`trace-capture.vercel_ai_sdk`), its `chat_turn {n}` / `research_briefing_run` root spans, +/// the `session.id` span attribute, the `tool_approval.decision` span events and the +/// telemetry.dialect / capture.id resource attributes. Native span counts were unchanged by +/// the removal (28 / 18 / 29 before and after), so the earlier goldens' vendor counts carry +/// over; what changed is the TRACE structure, and it changed a lot. +/// +/// * ONE TRACE PER generate() CALL — the AI SDK never joins calls into a trace. With the +/// harness root gone there is no trace-level grouping at all: vercel_ai_sdk_user is 8 traces +/// for 6 user turns, not 6, because a HITL approval resume is a SECOND generate() call and +/// therefore a second, separate trace with its own root. Scenario B is 2 traces, not 1: the +/// orchestrator run (26 spans, workers nested under their delegate `execute_tool` spans) and +/// the summary agent run (3 spans) share nothing. Any app-level notion of turn, conversation +/// or workflow must come from a customer span or from the session key — the trace id will not +/// supply it. +/// +/// * UNVERIFIED, no capture and no source in this repo: apps deployed on Vercel with OTel Trace +/// Drains are reported to receive vercel.* attributes alongside the ai.*/gen_ai.* ones. If +/// real, vercel.* is a HOSTING signal, not an AI SDK signal, and must not be added as a +/// vendor matcher — a self-hosted AI SDK app emits none of it. +/// +/// * Every attribute value arrives as an OTLP typed value here (intValue/doubleValue/ boolValue +/// as well as stringValue), unlike the Micrometer-bridged frameworks; +/// gen_ai.response.finish_reasons is a real arrayValue. Canonical stringification matters for +/// eq() comparisons on this vendor. +/// +/// Config variants that change the wire shape (`genai-dialect`, `legacy-dialect`, `genai- +/// supplemental-off`, `custom-tracer`, `both-dialects-registered`): recorded in full in the +/// seed's `variants:` block — re-read it before touching this vendor's rules. +pub const VERCEL_AI_SDK: VendorDef = VendorDef { + id: VendorId::VercelAiSdk, + detect: detect_vercel_ai_sdk, + keys: &["gen_ai.operation.name", "gen_ai.execute_tool.duration"], + prefixes: &["ai."], + span_names: &[], + session_candidates: &[], + decoy_values: &[], +}; + +// Phase-2 predicate (fix-queue V1, integration decision on vercel_ai_sdk): the bare +// `ai.` prefix became a scope conjunction, and the two AI-SDK-invented semconv +// markers stay as scope-independent disjuncts for the custom-tracer variant. +// +// OWNER DECISION 2026-08-13 (S11) — a fourth disjunct was removed. Earlier the same day +// this function opened with +// +// scope == "gen_ai" && s.has_attr("gen_ai.operation.name") +// +// which read as a conjunction but was not one: `gen_ai.operation.name` is REQUIRED on +// every GenAI-semconv span, so the added conjunct carried no vendor evidence and the +// clause reduced to "a tracer named exactly `gen_ai` claims any GenAI span inside it". +// The scope name is customer data — an app that hand-rolls `trace.getTracer('gen_ai')` +// (the natural name, and the reason the SDK hardcoded it) would have had every LLM span +// attributed to this vendor. The corpus cannot see that failure: no capture here names a +// tracer `gen_ai` except the AI SDK itself, so the false-positive ceiling stayed `{}` +// either way, and a rule whose risk is invisible to the gate is a rule the gate cannot +// defend. The owner chose the narrow form. +// +// What that gave up, measured on the vendored fixture: 53 spans revert to +// `unknown:genai` — eve_slack 122 -> 92, eve_slack_no_messages 83 -> 60. All of them are +// `chat {modelId}` spans under the default `new OpenTelemetry()` config, which emits no +// supplemental `ai.*` for (A) below to reach. This vendor is now narrow BY CHOICE: the +// default-config GenAI dialect is a known, accepted false negative (seed +// `false_negatives[0]`), not an oversight. +fn detect_vercel_ai_sdk(s: &SpanCtx) -> bool { + let scope = s.scope_name(); + + // (A) Both dialects: the ai.* attribute namespace, guarded by the SDK's two + // hardcoded tracer names. owned_by: library, source: wire — `gen_ai` is hardcoded at + // open-telemetry.ts:117 and the legacy `ai` at legacy-open-telemetry.ts:157 (and + // again as the fallback in get-tracer.ts:19). Both are bare, unnamespaced, + // unversioned words (no scope.version, no schemaUrl, no scope attributes on any of + // them) that any app hand-rolling an AI tracer would plausibly pick, so neither ever + // stands alone — the vendor's own namespace is the other half. Wire: legacy dialect + // 18/18 spans carry ai.operationId under scope "ai" (vercel_ai_sdk_user_legacy — the + // only corpus capture with scope "ai"); GenAI dialect 26/28 + 23/29 spans carry + // supplemental ai.* keys under "gen_ai". The guard is what un-claims eve_slack's 9 + // ai.eve.turn spans per capture (scope "eve", ai.telemetry.functionId) — the + // corpus-proven v1 false positive, which now falls through to the unknown tier's + // `ai.` fingerprint → unknown:other. Seed: + // frameworks/vercel_ai_sdk/registry-seed.yaml (algebra_violations[0], resolved in + // phase 2). + ((scope == "ai" || scope == "gen_ai") && s.any_attr_prefix("ai.")) + // (B) Scope-independent AI-SDK-invented markers, kept for the custom-tracer + // variant (new OpenTelemetry({tracer}) makes the scope app-chosen; seed + // variants). source: wire. `agent_step` is NOT a semconv gen_ai.operation.name + // value (semconv 1.43.0) and `gen_ai.execute_tool.duration` is AI-SDK-invented + // (a duration stamped as a span attribute). Wire: agent_step on 9+9 fixture / + // 30+23 eve step spans; execute_tool.duration on 2+6 fixture / 32+14 eve spans; + // ZERO hits in the other 52 captures incl. all 3,968 openrouter spans (whose + // gen_ai.operation.name values are all "chat"). + || s.attr("gen_ai.operation.name") == Some("agent_step") + || s.has_attr("gen_ai.execute_tool.duration") +} + +/// The unknown tier (plan §1): fingerprints that classify a span as AI without a +/// vendor match, bucketed into the reserved `unknown:*` vendors. Evaluated only +/// when no vendor matched (the resolution `else`), in this slice's order — v1's +/// internal ordering plus the phase-2 `input.value`/`output.value` rule, whose +/// position is load-bearing (see its comment). +pub const UNKNOWN_TIER: &[UnknownRuleDef] = &[ + UnknownRuleDef { + bucket: VendorId::UnknownGenai, + detect: |s| s.has_attr("gen_ai.operation.name"), + keys: &["gen_ai.operation.name"], + prefixes: &[], + }, + UnknownRuleDef { + bucket: VendorId::UnknownOpeninference, + detect: |s| s.has_attr("openinference.span.kind"), + keys: &["openinference.span.kind"], + prefixes: &[], + }, + // Phase-2 X1 / integration decision D-4 — the headline omission of v1: the plan + // always said `input.value`/`output.value` fire ONLY in co-occurrence with an + // OpenInference attribute, and v1 shipped them nowhere because its algebra had no + // conjunction (compile-registry.ts even carried a CI rule whose only job was to + // enforce the omission). Both keys are unnamespaced English — `input.value` on a + // form-handling span means nothing about AI — so the co-evidence is the whole rule. + // + // The co-evidence is the OpenInference attribute FAMILY, both spellings: the marker + // key `openinference.span.kind` and the `llm.*` namespace that OpenInference's + // semconv defines alongside it (llm.model_name, llm.input_messages.N.*, …). That is + // why this rule sits ABOVE the bare `llm.` rule below and not at the end: a span + // carrying `input.value` + `llm.*` is OpenInference dialect and belongs in + // `unknown:openinference`, not the `unknown:other` catch-all it would otherwise fall + // into. Where the co-evidence is `openinference.span.kind` the rule above already + // reached the same bucket, so this rule only ever *adds* the llm.* re-bucketing — + // which is exactly the coverage v1 documented and did not ship. + // + // Corpus: zero movement (verified 2026-08-13 over all capture dirs). Every span + // carrying either key sits in an OpenInference instrumentor scope that a VENDOR + // claims — agno, crewai, dspy, openai_agents_sdk, smolagents, openinference-openai — + // so the unknown tier never runs on it; the only exceptions are the 2 + // `litellm_semconv_probe` harness spans, which carry neither co-evidence form and + // stay `unknown:genai` on their `gen_ai.operation.name`. + UnknownRuleDef { + bucket: VendorId::UnknownOpeninference, + detect: |s| { + (s.has_attr("input.value") || s.has_attr("output.value")) + && (s.has_attr("openinference.span.kind") || s.any_attr_prefix("llm.")) + }, + keys: &["input.value", "output.value", "openinference.span.kind"], + prefixes: &["llm."], + }, + UnknownRuleDef { + bucket: VendorId::UnknownOther, + detect: |s| s.any_attr_prefix("llm."), + keys: &[], + prefixes: &["llm."], + }, + UnknownRuleDef { + bucket: VendorId::UnknownOther, + detect: |s| s.any_attr_prefix("traceloop."), + keys: &[], + prefixes: &["traceloop."], + }, + // Reachable since vercel_ai_sdk's `ai.` prefix evidence turned conjunctive on scope + // (phase 2, fix-queue V1/X3): an `ai.*`-prefixed span outside the AI SDK's "ai"/ + // "gen_ai" scopes now lands here — wire: the 9 `ai.eve.turn` trace roots per + // eve_slack capture (scope "eve", ai.telemetry.functionId). Seed: + // frameworks/vercel_ai_sdk/registry-seed.yaml. + UnknownRuleDef { + bucket: VendorId::UnknownOther, + detect: |s| s.any_attr_prefix("ai."), + keys: &[], + prefixes: &["ai."], + }, +]; + +#[cfg(test)] +mod tests { + use crate::ai_registry::{registry, Vendor}; + + /// `packages/domain/src/ai/vendors.ts`, compiled in verbatim. + /// + /// The read path needs this vocabulary as a closed TypeScript union — the + /// `AiVendor` column's domain — and reading the real file is the cheapest + /// honest way to check it: no codegen, no build-step coupling, no generated + /// file to keep in sync, and no second hand-kept copy that can agree with + /// neither side. (A hand-copied list *was* the mechanism, and it made this + /// test a tautology: the TypeScript file was unread by anything in either + /// language.) `AI_VENDOR_LABELS` needs no check here — it is typed + /// `Record`, so a missing or extra label is a `tsc` error. + /// + /// Reaching out of the crate is safe **because this module is `cfg(test)`**: + /// `cfg` strips the item before macro expansion, so `cargo build --release` + /// never opens the path. That matters — `apps/ingest/Dockerfile` builds with + /// `apps/ingest/` as its whole context, where `packages/` does not exist. + const VENDORS_TS: &str = include_str!("../../../packages/domain/src/ai/vendors.ts"); + + /// The string literals of `export const AI_VENDORS = [ … ] as const`, in + /// file order. + fn typescript_ai_vendors() -> Vec<&'static str> { + let open = "export const AI_VENDORS = ["; + let start = VENDORS_TS + .find(open) + .expect("vendors.ts declares `export const AI_VENDORS = [`") + + open.len(); + let body = &VENDORS_TS[start..]; + let end = body + .find("] as const") + .expect("vendors.ts closes AI_VENDORS with `] as const`"); + body[..end] + .lines() + .filter_map(|line| line.trim().strip_prefix('"')?.split('"').next()) + .collect() + } + + #[test] + fn slug_set_mirrors_the_typescript_vendors() { + let emitted: Vec<&str> = registry().vendors().iter().map(Vendor::slug).collect(); + let typescript = typescript_ai_vendors(); + assert!( + typescript.len() >= 20, + "parsed only {} slugs out of vendors.ts — the array's shape changed \ + and this parser stopped seeing it: {typescript:?}", + typescript.len() + ); + assert_eq!( + emitted, typescript, + "the AiVendor slug set drifted from packages/domain/src/ai/vendors.ts — \ + update AI_VENDORS (and AI_VENDOR_LABELS) there" + ); + } +} diff --git a/apps/ingest/src/cityhash102.rs b/apps/ingest/src/cityhash102.rs new file mode 100644 index 000000000..dc55d9d2f --- /dev/null +++ b/apps/ingest/src/cityhash102.rs @@ -0,0 +1,317 @@ +//! CityHash64 as ClickHouse computes it — **CityHash v1.0.2**, not upstream HEAD. +//! +//! `AiSessionKeyHash` is `city_hash64(value)` over the resolved session-key value +//! (write-side plan §2 step 5). This in-crate port is kept **deliberately**, for +//! three reasons that survive the retirement of the Rust/SQL classifier +//! equivalence contract: +//! +//! * **Read-path ClickHouse-computability.** ClickHouse vendors +//! `contrib/cityhash102` — Google's 1.0.2 release, frozen in 2011 — so +//! `city_hash64(x)` == `SELECT cityHash64(x)` for every byte string. The +//! plaintext session key stays in `SpanAttributes` on the same row, which means +//! `WHERE AiSessionKeyHash = cityHash64({sessionId})` finds a known session's +//! spans via the indexed column instead of a map probe, and the column is +//! verifiable/repairable from `SpanAttributes` in SQL. No SQL *classifier* is +//! involved in either. +//! * **Zero dependencies, zero maintenance.** The algorithm froze in 2011; this +//! transcription is done and pinned by ground-truth vectors read out of a live +//! ClickHouse (26.7.2.59). +//! * **crates.io is the riskier option.** Published CityHash crates track +//! upstream 1.1+, which changed `CityHash64` (different mixing for len ≤ 32, +//! different seeding/loop for len > 64). A dependency whose semver can move +//! under a hash that must never change is a worse fit than a frozen copy. +//! +//! **Stability contract: this hash must never change.** It feeds the +//! `uniqCombined(12)` sketches in the 400-day-TTL `service_ai_vendors_hourly` +//! rollup, so any change — an algorithm swap, a "fix", a crate upgrade — is a +//! silent `SessionsApprox` discontinuity across every org's history, not an +//! error anyone sees. +//! +//! Landmine, kept from the v1 docs: ClickHouse's multi-argument +//! `cityHash64(a, b)` is **not** the hash of a concatenation — it folds +//! per-argument hashes. Only the single-argument form equals this function. + +const K0: u64 = 0xc3a5_c85c_97cb_3127; +const K1: u64 = 0xb492_b66f_be98_f273; +const K2: u64 = 0x9ae1_6a3b_2f90_404f; +const K3: u64 = 0xc949_d7c7_509e_6557; + +#[inline] +fn fetch64(bytes: &[u8], at: usize) -> u64 { + let mut buf = [0u8; 8]; + buf.copy_from_slice(&bytes[at..at + 8]); + u64::from_le_bytes(buf) +} + +#[inline] +fn fetch32(bytes: &[u8], at: usize) -> u32 { + let mut buf = [0u8; 4]; + buf.copy_from_slice(&bytes[at..at + 4]); + u32::from_le_bytes(buf) +} + +#[inline] +fn rotate(value: u64, shift: u32) -> u64 { + if shift == 0 { + value + } else { + value.rotate_right(shift) + } +} + +/// `Rotate` with a shift the caller guarantees is non-zero. 1.0.2 keeps this as a +/// separate function because the branchless form is only valid for shift ≥ 1. +#[inline] +fn rotate_by_at_least_1(value: u64, shift: u32) -> u64 { + value.rotate_right(shift) +} + +#[inline] +fn shift_mix(value: u64) -> u64 { + value ^ (value >> 47) +} + +/// `Hash128to64` — the 128→64 fold shared by every length branch. +#[inline] +fn hash_len16(u: u64, v: u64) -> u64 { + const MUL: u64 = 0x9ddf_ea08_eb38_2d69; + let mut a = (u ^ v).wrapping_mul(MUL); + a ^= a >> 47; + let mut b = (v ^ a).wrapping_mul(MUL); + b ^= b >> 47; + b.wrapping_mul(MUL) +} + +fn hash_len0to16(bytes: &[u8]) -> u64 { + let len = bytes.len(); + if len > 8 { + let a = fetch64(bytes, 0); + let b = fetch64(bytes, len - 8); + return hash_len16( + a, + rotate_by_at_least_1(b.wrapping_add(len as u64), len as u32), + ) ^ b; + } + if len >= 4 { + let a = fetch32(bytes, 0) as u64; + return hash_len16( + (len as u64).wrapping_add(a << 3), + fetch32(bytes, len - 4) as u64, + ); + } + if len > 0 { + let a = bytes[0] as u32; + let b = bytes[len >> 1] as u32; + let c = bytes[len - 1] as u32; + let y = a.wrapping_add(b << 8) as u64; + let z = (len as u32).wrapping_add(c << 2) as u64; + return shift_mix(y.wrapping_mul(K2) ^ z.wrapping_mul(K3)).wrapping_mul(K2); + } + K2 +} + +fn hash_len17to32(bytes: &[u8]) -> u64 { + let len = bytes.len(); + let a = fetch64(bytes, 0).wrapping_mul(K1); + let b = fetch64(bytes, 8); + let c = fetch64(bytes, len - 8).wrapping_mul(K2); + let d = fetch64(bytes, len - 16).wrapping_mul(K0); + hash_len16( + rotate(a.wrapping_sub(b), 43) + .wrapping_add(rotate(c, 30)) + .wrapping_add(d), + a.wrapping_add(rotate(b ^ K3, 20)) + .wrapping_sub(c) + .wrapping_add(len as u64), + ) +} + +/// Returns a 16-byte hash for 48 bytes: `(a + z, b + c)`. +#[inline] +fn weak_hash_len32_with_seeds_raw(w: u64, x: u64, y: u64, z: u64, a: u64, b: u64) -> (u64, u64) { + let mut a = a.wrapping_add(w); + let mut b = rotate(b.wrapping_add(a).wrapping_add(z), 21); + let c = a; + a = a.wrapping_add(x); + a = a.wrapping_add(y); + b = b.wrapping_add(rotate(a, 44)); + (a.wrapping_add(z), b.wrapping_add(c)) +} + +#[inline] +fn weak_hash_len32_with_seeds(bytes: &[u8], at: usize, a: u64, b: u64) -> (u64, u64) { + weak_hash_len32_with_seeds_raw( + fetch64(bytes, at), + fetch64(bytes, at + 8), + fetch64(bytes, at + 16), + fetch64(bytes, at + 24), + a, + b, + ) +} + +fn hash_len33to64(bytes: &[u8]) -> u64 { + let len = bytes.len(); + let mut z = fetch64(bytes, 24); + let mut a = fetch64(bytes, 0).wrapping_add( + (len as u64) + .wrapping_add(fetch64(bytes, len - 16)) + .wrapping_mul(K0), + ); + let mut b = rotate(a.wrapping_add(z), 52); + let mut c = rotate(a, 37); + a = a.wrapping_add(fetch64(bytes, 8)); + c = c.wrapping_add(rotate(a, 7)); + a = a.wrapping_add(fetch64(bytes, 16)); + let vf = a.wrapping_add(z); + let vs = b.wrapping_add(rotate(a, 31)).wrapping_add(c); + + a = fetch64(bytes, 16).wrapping_add(fetch64(bytes, len - 32)); + z = fetch64(bytes, len - 8); + b = rotate(a.wrapping_add(z), 52); + c = rotate(a, 37); + a = a.wrapping_add(fetch64(bytes, len - 24)); + c = c.wrapping_add(rotate(a, 7)); + a = a.wrapping_add(fetch64(bytes, len - 16)); + let wf = a.wrapping_add(z); + let ws = b.wrapping_add(rotate(a, 31)).wrapping_add(c); + + let r = shift_mix( + vf.wrapping_add(ws) + .wrapping_mul(K2) + .wrapping_add(wf.wrapping_add(vs).wrapping_mul(K0)), + ); + shift_mix(r.wrapping_mul(K0).wrapping_add(vs)).wrapping_mul(K2) +} + +/// `CityHash64` (v1.0.2). Byte-identical to ClickHouse's single-argument +/// `cityHash64(String)`. +pub fn city_hash64(bytes: &[u8]) -> u64 { + let total = bytes.len(); + if total <= 32 { + return if total <= 16 { + hash_len0to16(bytes) + } else { + hash_len17to32(bytes) + }; + } + if total <= 64 { + return hash_len33to64(bytes); + } + + // For strings over 64 bytes: hash the tail first, then loop over 64-byte + // chunks keeping 56 bytes of state (v, w, x, y, z). + let mut x = fetch64(bytes, 0); + let mut y = fetch64(bytes, total - 16) ^ K1; + let mut z = fetch64(bytes, total - 56) ^ K0; + let mut v = weak_hash_len32_with_seeds(bytes, total - 64, total as u64, y); + let mut w = weak_hash_len32_with_seeds(bytes, total - 32, (total as u64).wrapping_mul(K1), K0); + z = z.wrapping_add(shift_mix(v.1).wrapping_mul(K1)); + x = rotate(z.wrapping_add(x), 39).wrapping_mul(K1); + y = rotate(y, 33).wrapping_mul(K1); + + let mut at = 0usize; + let mut left = (total - 1) & !63usize; + loop { + x = rotate( + x.wrapping_add(y) + .wrapping_add(v.0) + .wrapping_add(fetch64(bytes, at + 16)), + 37, + ) + .wrapping_mul(K1); + y = rotate( + y.wrapping_add(v.1).wrapping_add(fetch64(bytes, at + 48)), + 42, + ) + .wrapping_mul(K1); + x ^= w.1; + y ^= v.0; + z = rotate(z ^ w.0, 33); + v = weak_hash_len32_with_seeds(bytes, at, v.1.wrapping_mul(K1), x.wrapping_add(w.0)); + w = weak_hash_len32_with_seeds(bytes, at + 32, z.wrapping_add(w.1), y); + std::mem::swap(&mut z, &mut x); + at += 64; + left -= 64; + if left == 0 { + break; + } + } + + hash_len16( + hash_len16(v.0, w.0) + .wrapping_add(shift_mix(y).wrapping_mul(K1)) + .wrapping_add(z), + hash_len16(v.1, w.1).wrapping_add(x), + ) +} + +#[cfg(test)] +mod tests { + use super::*; + + /// Ground truth, read out of a live ClickHouse 26.7.2.59 (the repo's + /// `bun ch:up` container) with + /// `SELECT toString(cityHash64(unhex('')))`. One representative pin per + /// length class of the algorithm — 0, 1..3, 4..8, 9..16, 17..32, 33..64, + /// and over-64 (an exact 64-byte loop multiple) — so a variant mismatch + /// (1.1 vs 1.0.2 changed the ≤32 and over-64 branches) or a transcription + /// regression in any branch trips at least one pin. The original 47-vector + /// capture sweep lives in git history; regenerate against the container if + /// the table ever needs to grow. + const VECTORS: &[(&str, u64)] = &[ + // empty + ("", 11160318154034397263u64), + // 1 byte (the len 1..=3 sub-branch) + ("62", 4947675599669400333u64), + // 4 bytes (the len 4..=8 sub-branch) + ("656c737a", 6980601109885121812u64), + // 9 bytes (the len 9..=16 sub-branch) + ("6a7178656c737a676e", 15781391667595025456u64), + // 17 bytes (hash_len17to32) + ("7279666d7461686f76636a7178656c737a", 14462083576506790518u64), + // 33 bytes (hash_len33to64) + ("686f76636a7178656c737a676e7562697077646b7279666d7461686f76636a7178", 16474122761118675582u64), + // 128 bytes (the >64 loop, at an exact 64-byte multiple) + ( + "79666d7461686f76636a7178656c737a676e7562697077646b7279666d7461686f76636a7178656c737a676e7562697077646b7279666d7461686f76636a7178656c737a676e7562697077646b7279666d7461686f76636a7178656c737a676e7562697077646b7279666d7461686f76636a7178656c737a676e756269707764", + 10493324097790847553u64, + ), + ]; + + fn unhex(s: &str) -> Vec { + (0..s.len()) + .step_by(2) + .map(|i| u8::from_str_radix(&s[i..i + 2], 16).expect("hex")) + .collect() + } + + #[test] + fn matches_clickhouse_ground_truth() { + for (hex, expected) in VECTORS { + let input = unhex(hex); + assert_eq!( + city_hash64(&input), + *expected, + "cityHash64 mismatch for {} bytes (hex {hex})", + input.len() + ); + } + } + + /// A stable, published CityHash 1.0.2 fact rather than a captured vector: + /// the empty string hashes to k2, and ClickHouse agrees. + #[test] + fn empty_string_is_k2() { + assert_eq!(city_hash64(b""), K2); + assert_eq!(K2, 11160318154034397263); + } + + #[test] + fn long_inputs_do_not_panic_on_boundaries() { + for len in 0..600 { + let data: Vec = (0..len).map(|i| (i % 251) as u8).collect(); + let _ = city_hash64(&data); + } + } +} diff --git a/apps/ingest/src/lib.rs b/apps/ingest/src/lib.rs index 885b407f1..1e85a6e2d 100644 --- a/apps/ingest/src/lib.rs +++ b/apps/ingest/src/lib.rs @@ -1,3 +1,7 @@ +pub mod ai_classifier; +pub mod ai_registry; +pub mod ai_vendors; +pub mod cityhash102; pub mod clickhouse_insert_mappings; pub mod metrics; pub mod otel; diff --git a/apps/ingest/src/telemetry.rs b/apps/ingest/src/telemetry.rs index 5d8b09a20..a3b765d85 100644 --- a/apps/ingest/src/telemetry.rs +++ b/apps/ingest/src/telemetry.rs @@ -2798,7 +2798,10 @@ fn attr_map(attributes: &[KeyValue]) -> Map { out } -fn any_value_string(value: &AnyValue) -> String { +/// `pub(crate)` so the AI classifier canonicalizes attribute values through the +/// *same* function the row writer uses — one canonicalization, so the same +/// logical span delivered as OTLP protobuf and OTLP/JSON classifies identically. +pub(crate) fn any_value_string(value: &AnyValue) -> String { match value.value.as_ref() { Some(any_value::Value::StringValue(value)) => value.clone(), Some(any_value::Value::BoolValue(value)) => value.to_string(), From 6e05c4debbc93da6b23ea9ca2c4dd872c646451d Mon Sep 17 00:00:00 2001 From: JeremyFunk Date: Thu, 13 Aug 2026 15:00:58 +0200 Subject: [PATCH 3/4] refactor(ingest): decouple unknown-bucket discriminants and trim rule comments MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Move the reserved unknown:* VendorId variants to UNKNOWN_BASE (1000+) so new vendors extend the dense 0..N range without renumbering the buckets; VendorId::index() folds them back onto the tail for the bitmask/table paths. Compress the vendor rule comments to maintainer-grade docs — design-doc section references and review-process narratives removed, decoy-key and trap documentation kept. Co-Authored-By: Claude Fable 5 --- apps/ingest/benches/ingest_bench.rs | 10 +- .../src/ai_classification_fixture_test.rs | 135 +- apps/ingest/src/ai_classifier.rs | 237 +- apps/ingest/src/ai_classifier_corpus_test.rs | 35 +- apps/ingest/src/ai_registry.rs | 50 +- apps/ingest/src/ai_vendors.rs | 4877 +++++------------ apps/ingest/src/cityhash102.rs | 17 +- 7 files changed, 1443 insertions(+), 3918 deletions(-) diff --git a/apps/ingest/benches/ingest_bench.rs b/apps/ingest/benches/ingest_bench.rs index fd5b99675..68108788a 100644 --- a/apps/ingest/benches/ingest_bench.rs +++ b/apps/ingest/benches/ingest_bench.rs @@ -81,9 +81,9 @@ fn bench_ingest_accept(c: &mut Criterion) { let _ = std::fs::remove_dir_all(&fixture.queue_dir); } -/// Classifier cost in isolation (write-side plan constraint 2: ~50 ns/span mean, -/// ~300 ns worst case on a 60-attribute AI span, out of a ~500 ns total per-span -/// budget). Everything here is pure CPU — no pipeline, no I/O. +/// Classifier cost in isolation. Budget: ~50 ns/span mean, ~300 ns worst case on a +/// 60-attribute AI span, out of ~500 ns total per span. Pure CPU — no pipeline, no +/// I/O. fn bench_ai_classifier(c: &mut Criterion) { let registry = registry(); let mut group = c.benchmark_group("ai_classifier"); @@ -189,8 +189,8 @@ fn bench_ai_classifier(c: &mut Criterion) { }); }); - // The realistic unit: hoist once, then classify 20 spans (the plan's spans/trace - // figure). Divide by 20 for the effective per-span cost including hoisting. + // The realistic unit: hoist once, then classify a trace's worth of spans. + // Divide by 20 for the effective per-span cost including hoisting. group.bench_function("hoisted_scope_20_ai_spans", |b| { b.iter(|| { let resource = ResourceContext::new(registry, black_box(&ai_resource)); diff --git a/apps/ingest/src/ai_classification_fixture_test.rs b/apps/ingest/src/ai_classification_fixture_test.rs index 3d1bde00a..54a62b05b 100644 --- a/apps/ingest/src/ai_classification_fixture_test.rs +++ b/apps/ingest/src/ai_classification_fixture_test.rs @@ -3,10 +3,10 @@ //! Replays `fixtures/classification/` (the pruned corpus vendored from //! trace-capture, see its README) through the classifier's real entry points and //! asserts the hand-reviewed per-capture goldens, the false-positive ceiling over -//! the negative sets, and the indexed-vs-direct differential (write-side plan -//! §6.1–§6.3). Unlike the sibling `ai_classifier_corpus_test.rs` — which needs -//! `TRACE_CAPTURE_DIR` pointing at the full corpus checkout and remains the -//! full-fidelity local gate — this runs on every plain `cargo test`. +//! the negative sets, and the indexed-vs-direct differential. Unlike the sibling +//! `ai_classifier_corpus_test.rs` — which needs `TRACE_CAPTURE_DIR` pointing at +//! the full corpus checkout and remains the full-fidelity local gate — this runs +//! on every plain `cargo test`. //! //! Each fixture line is one span's classifier inputs in OTLP/JSON typed encoding, //! plus a `weight`: negatives were deduplicated onto representatives, and `weight` @@ -407,7 +407,7 @@ fn value_read_keys_are_all_in_the_fixture_dedup_signature() { } // --------------------------------------------------------------------------- -// per-capture goldens (plan §6.1) +// per-capture goldens // --------------------------------------------------------------------------- /// Every hand-reviewed per-capture expectation reproduces through the real @@ -423,9 +423,9 @@ fn value_read_keys_are_all_in_the_fixture_dedup_signature() { /// * `unsessioned_traces` is trace-level; the fixture strips trace ids, so it is /// not replayable here (the TRACE_CAPTURE_DIR corpus test still asserts it). /// -/// Expectations already speak maple's vendor set (the D2 `langgraph` → -/// `langchain` rename is applied at generation and recorded as `renamed_from`), -/// so no slug mapping happens here. +/// Expectations already speak maple's vendor set (the `langgraph` → `langchain` +/// fold is applied at generation and recorded as `renamed_from`), so no slug +/// mapping happens here. #[test] fn fixture_replay_matches_every_expectation() { let expectations = fixture_json("expectations.json"); @@ -531,22 +531,15 @@ fn fixture_replay_matches_every_expectation() { failures.join("\n") ); - // Six golden FIELDS are marked `v2_resolved` in trace-capture: the shipped rule is - // outside `verify-seed.ts`'s algebra, so those numbers were predicted by hand. - // Naming them keeps the tautology visible — a number refreshed by running this very - // classifier over the capture would make the assertion "the classifier equals - // itself", recorded nowhere. New entries are legitimate but must be deliberate. - // - // "THIS replay is their only check" is true of four of the six, and the exceptions - // are named here because nothing else names them: - // * `pydantic_ai_agents.unsessioned_traces` is trace-level and this fixture strips - // trace ids, so only `ai_classifier_corpus_test.rs` asserts it — and that needs - // `TRACE_CAPTURE_DIR`, which no CI workflow sets (the corpus lives in the other - // repo). Local-only gate. - // * `pydantic_ai_agents.key_state_by_candidate` is not emitted into - // `expectations.json` at all. It has no automated asserter anywhere. - // Both sit on the P1 ruling (decided 2026-08-13); if it is ever revisited, - // start here. + // Six golden FIELDS are marked `v2_resolved` in trace-capture: the shipped rule + // sits outside the generator's own evaluator, so those numbers were predicted by + // hand and THIS replay is their only check. Naming them keeps the tautology + // visible — a number refreshed by running this very classifier over the capture + // would make the assertion "the classifier equals itself". Two exceptions this + // replay does NOT cover: `pydantic_ai_agents.unsessioned_traces` is trace-level + // and this fixture strips trace ids (only the TRACE_CAPTURE_DIR corpus test + // asserts it), and `pydantic_ai_agents.key_state_by_candidate` is not emitted + // into `expectations.json` at all. println!( "algebra-unverified golden fields (v2_resolved): {:?}", algebra_unverified @@ -567,7 +560,7 @@ fn fixture_replay_matches_every_expectation() { } // --------------------------------------------------------------------------- -// whole-fixture vendor histogram (plan §6.1) +// whole-fixture vendor histogram // --------------------------------------------------------------------------- /// The per-capture goldens above assert only the *entry* vendor's span count, so @@ -649,24 +642,16 @@ fn fixture_vendor_histogram_is_exactly_the_golden_distribution() { /// /// **Two captures are live** — openrouter AND eve_slack — so regenerating legitimately /// moves `unknown:genai` (openrouter) and the non-AI residue `""` (both). A *vendor* row -/// moving is a rules change and needs the same review as an FP ceiling bump — with one +/// moving is a rules change and needs the same review as an FP ceiling bump, with one /// caveat the failure message repeats: eve_slack is an AI-SDK application, so its growth /// CAN land in `vercel_ai_sdk`. If a pure re-vendor moves that row and nothing else, -/// that is drift wearing a rules change's clothes; the fix is freezing the negative sets -/// (standing owner decision), not ratcheting on faith. -/// -/// The two licensed rows carry 82% of the fixture's weight (`unknown:genai/1` 4,021 + -/// the non-AI residue `/0` 4,153, of 9,945), which is more slack than a ratchet should -/// have: a ~200-span bucketing regression landing in the same PR as a re-vendor reads as -/// drift. The FP test pins what this table cannot — openrouter's unknown-bucket *set* is -/// exactly `{unknown:genai}`, an assertion immune to live growth. +/// that is drift wearing a rules change's clothes; the fix is freezing the negative sets, +/// not ratcheting on faith. /// -/// Re-measured 2026-08-13 against the reverted corpus (9,945 spans; the two live captures -/// were rolled back to their committed state and the ingest URL moved at the origin, so -/// they stop growing) and the S11 narrowing of `vercel_ai_sdk`. Both moves are visible in -/// this table: the corpus revert took `unknown:genai/1` 5,153 → 3,968 and `/0` 4,170 → -/// 4,153, and the narrowing then moved 53 spans `vercel_ai_sdk/1` 280 → 227 into -/// `unknown:genai/1` 3,968 → 4,021. +/// The two licensed rows carry 82% of the fixture's weight, which is more slack than a +/// ratchet should have: a ~200-span bucketing regression landing in the same PR as a +/// re-vendor reads as drift. The FP test pins what this table cannot — openrouter's +/// unknown-bucket *set* is exactly `{unknown:genai}`, an assertion immune to growth. const FIXTURE_VENDOR_HISTOGRAM: &[(&str, usize)] = &[ ("/0", 4153), ("agno/2", 26), @@ -711,7 +696,7 @@ const FIXTURE_VENDOR_HISTOGRAM: &[(&str, usize)] = &[ ]; // --------------------------------------------------------------------------- -// false-positive ceiling (plan §6.2) +// false-positive ceiling // --------------------------------------------------------------------------- /// Over the vendor-negative populations, weighted so the numbers speak for the @@ -797,16 +782,14 @@ fn expected_claims( eve_turn_unknown_other: usize, ) { match capture { - // openrouter is the canonical vendor-negative trap: 3,968 spans of - // legitimately unknown-tier AI traffic, the overwhelming majority of - // which carry the bare `span.type` key (values `span`/`generation`) that - // claude_agent_sdk's dialect clause reads — kept out structurally since - // phase-2 C2 (the clause is conjunctive with - // `service.name=claude-code`, on zero of these spans), not just by value - // disjointness. Phase 2 also aimed semantic_kernel's `FinishReason.` - // fallback and spring_ai's `gen_ai.system == "openai"` conjunct straight - // at this population; both stay out. No span may resolve to a specific - // vendor. + // The canonical vendor-negative trap: thousands of spans of legitimately + // unknown-tier AI traffic, most carrying the bare `span.type` key that + // claude_agent_sdk's dialect clause reads. They are kept out structurally + // (that clause is conjunctive with `service.name=claude-code`, on zero of + // these spans), not by value disjointness. semantic_kernel's + // `FinishReason.` fallback and spring_ai's `gen_ai.system == "openai"` + // conjunct are aimed straight at this population too. No span may resolve + // to a specific vendor. "openrouter" => { assert_eq!( *claimed, @@ -814,23 +797,16 @@ fn expected_claims( "openrouter must never classify as a specific vendor" ); } - // eve_slack genuinely contains Vercel AI SDK traffic (eve is built on - // it). Phase 2 replaced the unconditional `ai.` evidence with a - // scope-gated form, which eliminated 9 FALSE positives here: eve's own - // `ai.eve.turn` orchestration spans (scope `eve`, not an AI-SDK scope) - // were claimed by `vercel_ai_sdk` on the bare `ai.` prefix and now land - // `unknown:other`, asserted below so a regression in either direction - // (re-claiming them, or losing the unknown-tier reachability the X3 rule - // restored) is loud. + // eve_slack genuinely contains Vercel AI SDK traffic (eve is built on it), + // so the ceiling is not zero. The scope gate on the `ai.` evidence is what + // keeps eve's own `ai.eve.turn` orchestration spans (scope `eve`, not an + // AI-SDK scope) out of `vercel_ai_sdk`; they land in `unknown:other`, + // asserted below so a regression in either direction — re-claiming them, or + // losing the unknown-tier reachability — is loud. // - // The same phase-2 pass also briefly ADDED a `scope == "gen_ai"` clause - // that recovered 30 true positives here (92 -> 122). The owner removed it - // on 2026-08-13 (S11): the clause's only conjunct was a key OTel semconv - // requires on every GenAI span, so it reduced to "a tracer named `gen_ai` - // claims everything inside it" over customer-chosen data, and the corpus - // cannot witness that failure mode. The 30 spans are back in - // `unknown:genai` and this constant is back to 92 — narrow by choice. See - // `detect_vercel_ai_sdk`. + // The 30 default-config `chat` spans this capture holds are deliberately + // NOT claimed: recovering them would need a `scope == "gen_ai"` clause over + // a customer-chosen scope name. See `detect_vercel_ai_sdk`. "eve_slack" => { assert_eq!(eve_turn, EVE_TURN_FALSE_POSITIVES, "ai.eve.turn FPs"); assert_eq!( @@ -844,10 +820,9 @@ fn expected_claims( the 30 default-config `chat` spans are unknown:genai by decision" ); } - // Same service re-recorded without message payloads: the same 9-strong - // `ai.eve.turn` false-positive population eliminated by the same predicate - // change, and the same 23 default-config `chat` spans given up with S11 - // (83 -> 60). + // Same service re-recorded without message payloads: the same `ai.eve.turn` + // population kept out by the same predicate, and the same default-config + // `chat` spans deliberately given up. "eve_slack_no_messages" => { assert_eq!(eve_turn, EVE_TURN_FALSE_POSITIVES, "ai.eve.turn FPs"); assert_eq!( @@ -865,21 +840,21 @@ fn expected_claims( } } -/// `ai.eve.turn` spans per eve capture misclassified as `vercel_ai_sdk`. Was 9 -/// in v1 (the bare `ai.` prefix); phase 2's scope gate ratcheted it to zero. -/// This is a floor as much as a ceiling — raising it needs a rule change and a -/// deliberate decision, not a constant bump. +/// `ai.eve.turn` spans per eve capture misclassified as `vercel_ai_sdk`. A bare +/// `ai.` prefix rule claims 9; the scope gate ratchets it to zero. This is a floor +/// as much as a ceiling — raising it needs a rule change and a deliberate +/// decision, not a constant bump. const EVE_TURN_FALSE_POSITIVES: usize = 0; /// Where those 9 spans go instead: the `unknown:other` catch-all. Asserted -/// explicitly (vercel spec X3) because "no longer a false positive" has two very -/// different endings — correctly bucketed, or silently dropped out of the -/// unknown tier entirely. The unit-test half of X3 lives in `ai_classifier.rs` +/// explicitly because "no longer a false positive" has two very different endings +/// — correctly bucketed, or silently dropped out of the unknown tier entirely. The +/// unit-test half lives in `ai_classifier.rs` /// (`an_unclaimed_ai_prefixed_span_reaches_unknown_other`). const EVE_TURN_UNKNOWN_OTHER: usize = 9; // --------------------------------------------------------------------------- -// indexed vs direct differential (plan §6.3) +// indexed vs direct differential // --------------------------------------------------------------------------- /// The prefilter/candidate fast path agrees with naive evaluate-every-vendor @@ -927,7 +902,7 @@ fn indexed_dispatch_agrees_with_direct_evaluation_over_the_fixture() { } // --------------------------------------------------------------------------- -// at most one vendor matches any span (plan v2 §1) +// at most one vendor matches any span // --------------------------------------------------------------------------- /// The resolution rule's supporting invariant: at most one vendor's `detect` diff --git a/apps/ingest/src/ai_classifier.rs b/apps/ingest/src/ai_classifier.rs index 6b953ca27..c8eae72a3 100644 --- a/apps/ingest/src/ai_classifier.rs +++ b/apps/ingest/src/ai_classifier.rs @@ -1,9 +1,8 @@ //! Per-span AI classification: vendor, session-key state, session-key hash. //! -//! Pure functions over decoded OTLP. No I/O, no clock, no cross-span state — the -//! write-side plan's first design constraint is that a span's classification depends -//! on nothing but that span, its scope and its resource, because root spans arrive -//! last in 18/19 multi-batch corpus traces. +//! Pure functions over decoded OTLP. No I/O, no clock, no cross-span state: a +//! span's classification depends on nothing but that span, its scope and its +//! resource, because root spans arrive last in almost every multi-batch trace. //! //! # Shape //! @@ -18,18 +17,16 @@ //! `detect` against the scope-level evidence alone, leaving a per-span pass that //! touches the span's own attributes once. //! -//! # Evaluation semantics (write-side plan v2 §1–§2) +//! # Evaluation semantics //! //! The rules are plain Rust predicates in [`crate::ai_vendors`]: each vendor is a //! `detect: fn(&SpanCtx) -> bool` plus session-key candidates whose `authority` is //! likewise a function. Resolution is **ordered first-match**: vendors are evaluated //! in [`crate::ai_vendors::VENDORS`] slice order, the first match wins, and the //! unknown tier ([`crate::ai_vendors::UNKNOWN_TIER`], its own internal order) is -//! evaluated only when no vendor matched. The v1 priority ladder, sufficiency flags -//! and conditional-promotion bitmasks are gone; the negative behavior sufficiency -//! encoded ("a generic scope alone must not classify") lives inside each vendor's -//! own predicate as a conjunction, and the corpus replay in -//! `ai_classification_fixture_test.rs` is the acceptance gate. +//! evaluated only when no vendor matched. "A generic scope alone must not classify" +//! lives inside each vendor's own predicate as a conjunction, and the fixture replay +//! in `ai_classification_fixture_test.rs` is the acceptance gate. //! //! Invariants the [`SpanCtx`] accessors carry by construction: //! @@ -43,9 +40,9 @@ //! accessor it calls — [`SpanCtx::attr`] reads the span's own attributes, //! [`SpanCtx::resource`] the resource's, [`SpanCtx::scope_attr`] the scope's, and //! [`SpanCtx::scope_name`]/[`SpanCtx::span_name`] the columns. There is no -//! fallback chain, no class table and no pseudo-key exemption list — the v1 -//! near-miss this design closes (`langsmith.internal_provider` on the resource -//! satisfying langchain's attr-class prefix family) is inexpressible. +//! fallback chain, no class table and no pseudo-key exemption list, so a resource +//! attribute can never satisfy a span-attribute prefix family (the +//! `langsmith.internal_provider` hazard) — see the test of the same name. //! //! # The fast path, and its safety net //! @@ -62,13 +59,12 @@ //! [`crate::ai_vendors::VendorDef`]: //! //! * `detect` must be **monotone in span evidence** (true on scope evidence alone ⇒ -//! true for every span). Every predicate is, after phase 2 as before it: they are -//! ORs of positive tests, and the phase-2 conjunctions only narrow a disjunct. -//! The two negations phase 2 introduced are safe by construction — crewai negates -//! SCOPE evidence (constant across the hoist) and flue negates a span attribute -//! inside a session-candidate `authority`, which is never hoisted. A `detect` -//! negating *span* evidence would need a per-vendor opt-out from the shortcut; -//! none exists because none is needed (deferred 2026-08-13, see +//! true for every span). Every predicate is: they are ORs of positive tests, and +//! conjunctions only narrow a disjunct. The two negations that exist are safe by +//! construction — crewai negates SCOPE evidence (constant across the hoist) and +//! flue negates a span attribute inside a session-candidate `authority`, which is +//! never hoisted. A `detect` negating *span* evidence would need a per-vendor +//! opt-out from the shortcut, which does not exist (see //! [`crate::ai_vendors::VendorDef`]). //! * The declared `keys`/`prefixes` hints must cover everything the predicates //! consult. A predicate reading an undeclared key sees "absent" on the fast path; @@ -127,14 +123,11 @@ impl SpanClassification<'_> { /// `cityHash64(value)`, or 0 when no key resolved. /// /// The hash is a storage format, not a confidentiality boundary: the value it - /// digests came out of `SpanAttributes` and stays there in the clear on the same - /// row, so anything that can read `AiSessionKeyHash` can read the source value - /// beside it. What hashing buys is physical — 8 fixed bytes on a per-span column, - /// and a numeric input to `uniqCombined` in `service_ai_vendors_hourly`. - /// - /// 64 bits is matched to that consumer. At ~1M distinct sessions in an org the - /// birthday collision probability is ~1e-8, six orders of magnitude under the - /// ~1.6% standard error of the `uniqCombined(12)` sketch that consumes it. + /// digests stays in `SpanAttributes` in the clear on the same row. What it buys + /// is 8 fixed bytes on a per-span column and a numeric input to `uniqCombined` + /// in `service_ai_vendors_hourly`. 64 bits is matched to that consumer — at ~1M + /// distinct sessions per org the birthday collision probability is ~1e-8, six + /// orders of magnitude under the sketch's own ~1.6% standard error. pub fn session_key_hash(&self) -> u64 { match &self.session_key { Some(value) => city_hash64(value.as_bytes()), @@ -169,11 +162,9 @@ const KEY_BITS_WORDS: usize = crate::ai_registry::MAX_KEYS / 64; /// plus which registry key-prefixes its keys satisfy. /// /// A flat `(KeyId, value)` list, **not** a `registry.keys().len()`-wide slot -/// array. The slot array was O(1) to read but cost a 116-slot zeroing -/// allocation on every span that carried a single registry key — one malloc and -/// ~3.7 KiB of memset for typically three useful entries. Lookups are a linear -/// scan over `len` instead, which for a handful of entries is a cache line, not -/// a branch-predictor problem. +/// array: the slot array is O(1) to read but costs a zeroing allocation on every +/// span carrying a single registry key. Lookups scan `len` instead, which for a +/// handful of entries is a cache line, not a branch-predictor problem. struct AttrView<'a> { inline: [Option<(KeyId, Cow<'a, str>)>; INLINE_ATTRS], inline_len: usize, @@ -205,7 +196,7 @@ impl<'a> AttrView<'a> { let probe = registry.probe(&attribute.key); view.prefix_bits |= probe.prefix_bits; if let Some(key) = probe.key_id { - // First occurrence wins (plan §2), among registry keys only. + // First occurrence wins, among registry keys only. if view.get(key).is_some() { continue; } @@ -268,14 +259,13 @@ impl<'a> AttrView<'a> { } } -/// The reference view: every attribute of one list, canonicalized, in wire -/// order, with **no prefilter** — the raw list a predicate would see if the -/// fast-path machinery did not exist. Lookups take the first occurrence by -/// scanning, so first-occurrence-wins holds for every key, declared or not. +/// The reference view: every attribute of one list, canonicalized, in wire order, +/// with **no prefilter**. Lookups scan for the first occurrence, so +/// first-occurrence-wins holds for every key, declared or not. /// -/// Test-only: this is what makes the indexed-vs-direct differential a real -/// safety net for hint drift (a predicate consulting an undeclared key finds it -/// here and not in the [`AttrView`], and the divergence fails the test). +/// Test-only: this is what makes the indexed-vs-direct differential a real safety +/// net for hint drift — a predicate consulting an undeclared key finds it here and +/// not in the [`AttrView`], and the divergence fails the test. #[cfg(test)] struct DirectAttrs<'a> { entries: Vec<(&'a str, Cow<'a, str>)>, @@ -384,18 +374,15 @@ impl<'a> Attrs<'a, '_> { /// A span plus the scope/resource it hangs off — the unit every predicate reads. /// -/// This is the rule-author API (write-side plan v2 §1): a vendor's `detect` and -/// its session candidates' `authority` functions receive a `&SpanCtx` and say -/// *where* they read by which accessor they call. Values are -/// canonical-stringified, duplicate keys are first-occurrence-wins, and there is -/// no fallback between the three attribute lists. +/// The rule-author API: a vendor's `detect` and its session candidates' +/// `authority` functions receive a `&SpanCtx` and say *where* they read by which +/// accessor they call. Values are canonical-stringified, duplicate keys are +/// first-occurrence-wins, and there is no fallback between the three lists. /// /// On the fast path, `attr`/`resource`/`scope_attr` see only keys the vendor -/// tables **declare** (the prefilter drops the rest before they are ever -/// stored); the direct reference path behind the differential tests sees every -/// key. A predicate consulting an undeclared key therefore diverges between the -/// two, which is the designed failure mode for hint drift — loud, in CI, on -/// real data. +/// tables **declare**; the direct reference path behind the differential tests +/// sees every key. A predicate consulting an undeclared key therefore diverges +/// between the two — the designed failure mode for hint drift. pub struct SpanCtx<'a, 'v> { registry: &'static Registry, scope_name: &'a str, @@ -480,13 +467,11 @@ impl<'a> SpanCtx<'a, '_> { /// The span's events: name plus a canonical-stringified attribute accessor. /// - /// Event attribute keys feed the candidate dispatch through the same - /// declared `keys`/`prefixes` hints as span attributes (see - /// [`ScopeContext::classify_span_full`]), so an event-reading predicate — - /// llamaindex's `tags.llamaindex.` clause is the first — survives the fast - /// exit on spans whose only evidence is an event. Events themselves are - /// never prefiltered: both the indexed and the direct path read the raw - /// wire list through this accessor. + /// Event attribute keys feed the candidate dispatch through the same declared + /// `keys`/`prefixes` hints as span attributes (see + /// [`ScopeContext::classify_span_full`]), so an event-reading predicate + /// survives the fast exit on spans whose only evidence is an event. Events + /// themselves are never prefiltered — both paths read the raw wire list. pub fn events(&self) -> impl Iterator> + '_ { self.events.iter().map(|event| EventCtx { event }) } @@ -656,12 +641,10 @@ impl<'a, 'r> ScopeContext<'a, 'r> { candidates |= self.registry.detectors_by_prefix(prefix); } candidates |= self.registry.detectors_by_span_name(span_name); - // Event-attribute keys feed the same dispatch (the event hint the module - // docs' events accessor promised): a predicate reading span events via a - // declared key/prefix — llamaindex's `tags.llamaindex.` clause is the - // first — must survive the fast exit on spans whose ONLY evidence is an - // event (its scope-rewritten zero-attribute `*.run` population). Runs - // only when the span carries events at all. + // Event-attribute keys feed the same dispatch: a predicate reading span + // events via a declared key/prefix — llamaindex's `tags.llamaindex.` + // clause — must survive the fast exit on spans whose ONLY evidence is an + // event. Runs only when the span carries events at all. for event in events { for attribute in &event.attributes { let probe = self.registry.probe(&attribute.key); @@ -677,8 +660,8 @@ impl<'a, 'r> ScopeContext<'a, 'r> { } } - // Fast exit (plan §2 step 3): no surviving evidence and nothing the - // scope decided → non-AI, one branch. + // Fast exit: no surviving evidence and nothing the scope decided → non-AI, + // one branch. if candidates == 0 { return SpanClassification { vendor: None, @@ -691,7 +674,7 @@ impl<'a, 'r> ScopeContext<'a, 'r> { let ctx = self.span_ctx(span_name, &facts, events); // Ordered first-match over the vendors; the unknown tier only in the - // `else` (plan v2 §1). A scope-decided vendor needs no re-evaluation. + // `else`. A scope-decided vendor needs no re-evaluation. let mut vendor = None; for def in VENDORS { let bit = 1u64 << def.id.index(); @@ -759,7 +742,7 @@ impl<'a, 'r> ScopeContext<'a, 'r> { let mut best_key: Option> = None; for candidate in entry.candidates() { let (state, value) = candidate_state(entry, candidate, ctx); - // Strictly greater: ties keep the earlier candidate's hash (plan §1). + // Strictly greater: ties keep the earlier candidate's hash. if state > best_state { best_state = state; best_key = if state >= session_state::SUB_SESSION { @@ -801,9 +784,9 @@ fn candidate_state<'a>( if candidate.reject_decoy_values && vendor.is_decoy_value(&value) { return (session_state::KEY_INVALID, None); } - // Value-conditional granularity (phase-2 P1) runs over the VALIDATED value - // only — states 3/4 are decided above, so the override moves a resolved - // span between 5 and 6, never in or out of resolution. + // Value-conditional granularity runs over the VALIDATED value only — states + // 3/4 are decided above, so the override moves a resolved span between 5 and 6, + // never in or out of resolution. let granularity = match candidate.granularity_of_value { Some(granularity_of_value) => granularity_of_value(&value), None => candidate.granularity, @@ -892,7 +875,7 @@ impl<'a, 'r> ScopeContext<'a, 'r> { } /// Every vendor whose `detect` fires on this span, in resolution order — - /// the at-most-one-vendor invariant's measurement (plan v2 §1). + /// the at-most-one-vendor invariant's measurement. pub(crate) fn firing_vendors( &self, span_name: &'a str, @@ -969,7 +952,7 @@ mod tests { ) } - // -- plan §2 correctness invariants ------------------------------------- + // -- correctness invariants --------------------------------------------- /// "Spring's plain HTTP POST spans under org.springframework.boot → non-AI." /// The Boot scope is generic evidence: spring_ai's predicate gates it on the @@ -1049,9 +1032,7 @@ mod tests { /// process — mastra's is standalone evidence in its predicate *by /// construction*: `@mastra/otel-exporter` mints its own resource per exported /// span inside Mastra's converter, so a co-loaded instrumentor's spans carry the - /// NodeSDK resource instead and never reach this branch. Stated as a test - /// because the write-side plan's §1 prose uses mastra as its example of an - /// *insufficient* resource matcher; the wire-verified seed overrode that. + /// NodeSDK resource instead and never reach this branch. #[test] fn a_sufficient_resource_matcher_applies_process_wide() { let registry = registry(); @@ -1182,13 +1163,12 @@ mod tests { assert_eq!(vendor, "mastra"); } - /// llamaindex's scope-rewritten degradation shape (phase-2 LL1/LL2): a span - /// with ZERO attributes under a foreign scope whose only evidence is a - /// `workflow.output` event carrying `tags.llamaindex.run_id`. The - /// event-attribute candidate dispatch must carry it past the fast exit to - /// the vendor predicate, and the session candidate must resolve state 5 - /// from the event-borne value — no corpus capture exercises the rewritten - /// scope, so this test is the guard the llamaindex spec requires. + /// llamaindex's scope-rewritten degradation shape: a span with ZERO attributes + /// under a foreign scope whose only evidence is a `workflow.output` event + /// carrying `tags.llamaindex.run_id`. The event-attribute candidate dispatch + /// must carry it past the fast exit to the vendor predicate, and the session + /// candidate must resolve state 5 from the event-borne value. No corpus capture + /// exercises a rewritten scope, so this test is the only guard. #[test] fn an_event_only_span_classifies_and_session_keys_through_event_dispatch() { let registry = registry(); @@ -1212,11 +1192,10 @@ mod tests { assert_eq!(both.session_key.as_deref(), Some("ATTRFIRST1")); } - /// haystack's content-off population (phase-2 X2/D-3): a span with ZERO - /// attributes under an app-chosen scope, carrying only a library-constant - /// name. The span-name candidate dispatch must carry it past the fast exit - /// to the vendor predicate — no corpus capture exercises this shape, so - /// this test is the guard the haystack spec requires. + /// haystack's content-off population: a span with ZERO attributes under an + /// app-chosen scope, carrying only a library-constant name. The span-name + /// candidate dispatch must carry it past the fast exit to the vendor predicate. + /// No corpus capture exercises this shape, so this test is the only guard. #[test] fn a_zero_attribute_span_classifies_through_span_name_dispatch() { let (vendor, state) = classify( @@ -1289,14 +1268,11 @@ mod tests { assert_eq!(span_local, session_state::SESSION); } - /// F2, the hazard list-directed lookup exists to close. - /// - /// `langsmith.internal_provider` is langchain's resource-read key and also lies - /// inside langchain's span-attr `langsmith.` prefix family. Under a cross-list - /// fallback the resource attribute satisfied the span-attr family — so one - /// resource attribute classified every span in the process as langchain, plain - /// HTTP included and whatever the value. The resource evidence must contribute - /// nothing on its own. + /// The hazard list-directed lookup exists to close: `langsmith.internal_provider` + /// is a resource key that also lies inside langchain's span-attribute + /// `langsmith.` prefix family. Under a cross-list fallback one resource + /// attribute would classify every span in the process as langchain, plain HTTP + /// included and whatever the value. #[test] fn an_insufficient_resource_key_does_not_promote_itself_through_its_vendors_prefix_family() { for value in ["false", "true"] { @@ -1375,12 +1351,9 @@ mod tests { } } - /// Phase-2 X1 / decision D-4: the plan gates `input.value`/`output.value` on - /// co-occurrence with an OpenInference attribute, and v1 encoded that gate by - /// omitting the keys entirely (its algebra had no conjunction). The rule now - /// exists in [`crate::ai_vendors::UNKNOWN_TIER`]; the contract it has to keep is - /// unchanged for the standalone case — both keys are unnamespaced English and a - /// span carrying only them is not AI. + /// `input.value`/`output.value` are gated on co-occurrence with an + /// OpenInference attribute (see [`crate::ai_vendors::UNKNOWN_TIER`]): both keys + /// are unnamespaced English, so a span carrying only them is not AI. #[test] fn generic_input_output_values_do_not_fire_on_their_own() { let (standalone, _) = classify( @@ -1403,12 +1376,11 @@ mod tests { assert_eq!(co_occurring, "unknown:openinference"); } - /// The half of X1 that v1 could not express at all: with the *other* - /// OpenInference spelling as co-evidence — the `llm.*` namespace its semconv - /// defines — an `input.value`/`output.value` span is OpenInference dialect and - /// must land in `unknown:openinference`, not the `unknown:other` catch-all the - /// bare `llm.` rule would give it. Ordering inside the tier is what buys this, - /// so this test is also the guard on that ordering. + /// With the *other* OpenInference spelling as co-evidence — the `llm.*` + /// namespace its semconv defines — an `input.value`/`output.value` span is + /// OpenInference dialect and must land in `unknown:openinference`, not the + /// `unknown:other` catch-all the bare `llm.` rule would give it. Ordering inside + /// the tier is what buys this, so this test is also the guard on that ordering. #[test] fn input_output_values_with_llm_namespace_bucket_as_openinference() { let (with_llm, state) = classify( @@ -1434,11 +1406,9 @@ mod tests { assert_eq!(llm_alone, "unknown:other"); } - /// Phase-2 X3 reachability: `unknown:other` was dead in v1 because - /// vercel_ai_sdk's bare `ai.` prefix outranked it on 100% of spans. With that - /// evidence scope-gated (V1), an `ai.*`-carrying span under a scope no vendor - /// claims has to reach the bucket — the corpus case is eve_slack's 9 - /// `ai.eve.turn` trace roots per capture, which is what the FP ratchet measures. + /// `unknown:other` reachability: because vercel_ai_sdk's `ai.` prefix evidence + /// is scope-gated, an `ai.*`-carrying span under a scope no vendor claims has to + /// reach the bucket — on the wire, eve_slack's `ai.eve.turn` trace roots. #[test] fn an_unclaimed_ai_prefixed_span_reaches_unknown_other() { let (vendor, state) = classify( @@ -1461,13 +1431,11 @@ mod tests { assert_eq!(claimed, "vercel_ai_sdk"); } - /// Phase-2 P2 (hardened): pydantic_ai's scope-loss fallback is the 3-way - /// logfire conjunction — the queue's 2-conjunct form - /// (logfire.json_schema && gen_ai.operation.name) must NOT fire on its own, - /// because logfire.* is the Logfire SDK's cross-vendor dialect and a future - /// Logfire first-party instrumentation adopting gen_ai semconv would - /// otherwise be claimed for pydantic. The third conjunct is - /// pydantic-unique co-evidence. + /// pydantic_ai's scope-loss fallback is a 3-way logfire conjunction. The + /// 2-conjunct form (`logfire.json_schema` && `gen_ai.operation.name`) must NOT + /// fire on its own: `logfire.*` is the Logfire SDK's cross-vendor dialect, so a + /// future Logfire first-party instrumentation adopting gen_ai semconv would + /// otherwise be claimed for pydantic. #[test] fn pydantic_ai_logfire_fallback_requires_pydantic_unique_co_evidence() { // Scope rewritten, full conjunction → pydantic_ai. @@ -1575,14 +1543,10 @@ mod tests { /// pydantic_ai's `gen_ai.conversation.id` is always present and often per-run. /// - /// The write-side plan predicted this would be capped at state 5. The seed - /// overrode that with an explicit, documented trade-off: it labels the key - /// `session` granularity because a correctly-configured deployment - /// (`conversation_id=` passed, or `message_history` threaded) produces a genuine - /// cross-run session, and labelling it `run` would drive those deployments to - /// state 5 and 8/8 unsessioned traces. The cost — a default-configured app - /// reports one session per run and maple cannot tell the two apart span-locally - /// — is recorded in the seed's caveats. This test pins the *registry's* behavior. + /// The key is labelled `session` granularity because a correctly-configured + /// deployment (`conversation_id=` passed, or `message_history` threaded) + /// produces a genuine cross-run session, and labelling it `run` outright would + /// drive those deployments to state 5 and leave every trace unsessioned. #[test] fn pydantic_ai_conversation_id_resolves_at_session_granularity() { let (vendor, state) = classify( @@ -1611,12 +1575,11 @@ mod tests { assert_eq!(run_only, session_state::SUB_SESSION); } - /// Phase-2 P1 (owner ruling, decided 2026-08-13): a strict-UUIDv7-shaped - /// `gen_ai.conversation.id` is pydantic's own auto-minted per-run default - /// (`str(uuid7())`) wearing a session key, so it resolves at run granularity - /// (state 5) — while the hash still comes from the conversation id (the - /// demoted candidate ties with the run-id candidate at 5 and candidate - /// order keeps the earlier one), so joins are unaffected by the demotion. + /// A strict-UUIDv7-shaped `gen_ai.conversation.id` is pydantic's own + /// auto-minted per-run default (`str(uuid7())`) wearing a session key, so it + /// resolves at run granularity (state 5). The hash still comes from the + /// conversation id — the demoted candidate ties with the run-id candidate at 5 + /// and candidate order keeps the earlier one — so joins are unaffected. #[test] fn pydantic_ai_uuidv7_conversation_id_demotes_to_run_granularity() { let uuid7 = "01890a5d-ac96-774b-bcce-b302099a8057"; @@ -1738,7 +1701,7 @@ mod tests { let result = context.classify_span("claude_code.interaction", &attributes); assert_eq!(result.session_state, session_state::SESSION); // Exactly what `SELECT cityHash64('sess-42')` returns — single argument, - // no salt, no concat construction (plan §2 step 5). + // no salt, no concat construction. assert_eq!( result.session_key_hash(), crate::cityhash102::city_hash64(b"sess-42") @@ -1771,8 +1734,8 @@ mod tests { } } - /// Plan §2: the same logical span delivered as OTLP protobuf and as OTLP/JSON - /// must classify identically. JSON carries int64s as decimal strings and the + /// The same logical span delivered as OTLP protobuf and as OTLP/JSON must + /// classify identically. JSON carries int64s as decimal strings and the /// span/trace ids as hex, and the crate's leniency pass normalizes both — the /// classifier must not be able to tell which transport it came from. #[test] diff --git a/apps/ingest/src/ai_classifier_corpus_test.rs b/apps/ingest/src/ai_classifier_corpus_test.rs index 6dfeaad0a..a1b54f419 100644 --- a/apps/ingest/src/ai_classifier_corpus_test.rs +++ b/apps/ingest/src/ai_classifier_corpus_test.rs @@ -11,28 +11,24 @@ //! TRACE_CAPTURE_DIR=~/Documents/repos/trace-capture cargo test --lib corpus //! ``` //! -//! Unset, every test here skips cleanly — the corpus is a sibling repo, not a -//! vendored fixture (the plan says to vendor it eventually; until then CI without -//! the corpus still runs the unit invariants). +//! Unset, every test here skips cleanly — the corpus is a sibling repo. CI runs +//! the vendored-fixture twin (`ai_classification_fixture_test.rs`) instead. //! //! # How the goldens map onto a multi-vendor registry //! -//! `verify-seed.ts` evaluates ONE seed's rules and separates *harness*-emitted spans -//! (fixture scaffolding) from the framework's own. The compiled registry has no -//! harness concept and all 21 vendors at once, so the identities checked here are: +//! Each seed's goldens describe ONE vendor's rules and separate *harness*-emitted +//! spans (fixture scaffolding) from the framework's own. The compiled registry has +//! no harness concept and all 21 vendors at once, so the identities checked here +//! are: //! //! * **vendor span count** = `vendor_span_counts[] + harness_matched`. -//! The seed's hit set is `sufficient-hit OR attr-hit`, which is exactly the -//! registry's hit set for that vendor (a promoted conditional candidate requires a -//! same-vendor attr hit, which is already a hit). The counts can therefore only -//! diverge if another vendor outranks this one on some span — and the compile's -//! cross-fire audit found no same-span inter-vendor conflicts in the corpus, so any -//! divergence is a real finding, not an expected artifact. +//! The two can only diverge if another vendor outranks this one on some span, and +//! no corpus span is claimed by two vendors — so any divergence is a real finding. //! * **key-state histogram / unsessioned traces** are the seed's per-vendor view of //! *every* span in the capture regardless of which vendor classified it, so they //! are reproduced through `evaluate_session_for_vendor`. //! -//! D2 (`langgraph` → `langchain`) is applied when looking the vendor up. +//! The `langgraph` → `langchain` fold is applied when looking the vendor up. use std::collections::{BTreeMap, HashMap}; use std::path::{Path, PathBuf}; @@ -43,7 +39,7 @@ use crate::ai_classifier::{session_state, ResourceContext}; use crate::ai_registry::registry; use crate::otlp_json; -/// Seed vendor slug → compiled registry slug (write-side plan D2). +/// Seed vendor slug → compiled registry slug. fn registry_slug(seed_vendor: &str) -> &str { match seed_vendor { "langgraph" => "langchain", @@ -394,12 +390,11 @@ fn corpus_replay_never_panics_and_always_stamps_the_version() { ); } -/// At most one vendor's `detect` fires on any corpus span (plan v2 §1) — the -/// invariant that keeps the `VENDORS` resolution order from being load-bearing -/// on real wire data. Zero overlaps today, so no allowlist: the first corpus -/// span two vendors both claim fails here and forces a deliberate ordering (or -/// rules) decision. The vendored-fixture twin of this test runs on every plain -/// `cargo test`. +/// At most one vendor's `detect` fires on any corpus span — the invariant that +/// keeps the `VENDORS` resolution order from being load-bearing on real wire data. +/// Zero overlaps today, so no allowlist: the first corpus span two vendors both +/// claim fails here and forces a deliberate ordering (or rules) decision. The +/// vendored-fixture twin of this test runs on every plain `cargo test`. #[test] fn at_most_one_vendor_matches_any_corpus_span() { let Some(root) = corpus_root() else { diff --git a/apps/ingest/src/ai_registry.rs b/apps/ingest/src/ai_registry.rs index 9798ac937..763ae2bf1 100644 --- a/apps/ingest/src/ai_registry.rs +++ b/apps/ingest/src/ai_registry.rs @@ -2,22 +2,20 @@ //! the per-key/per-prefix candidate dispatch over the vendor tables in //! [`crate::ai_vendors`]. //! -//! The vendor knowledge itself — the `detect` predicates, session candidates, -//! decoy values, and the seed review record — lives in `ai_vendors.rs` as plain -//! Rust (write-side plan v2 §1: vendor knowledge is code; the corpus is the -//! contract). Predicates are opaque functions, so the fast-path machinery is -//! built from each vendor's **declared prefilter hints** (`keys`, `prefixes`, -//! `span_names`) instead of being derived from matcher data: this module -//! interns the declared keys and prefixes, generates the byte/length screens, -//! and builds the key/prefix/span-name → candidate-detector masks the -//! classifier uses for its fast exit. +//! The vendor knowledge itself — the `detect` predicates, session candidates and +//! decoy values — lives in `ai_vendors.rs` as plain Rust. Predicates are opaque +//! functions, so the fast-path machinery is built from each vendor's **declared +//! prefilter hints** (`keys`, `prefixes`, `span_names`) rather than derived from +//! matcher data: this module interns the declared keys and prefixes, generates +//! the byte/length screens, and builds the key/prefix/span-name → +//! candidate-detector masks the classifier uses for its fast exit. //! //! What this module guarantees, structurally rather than by convention: //! //! * **Vendor slugs are a closed set.** A classification result is a //! [`VendorId`] — a Rust enum. There is no constructor that takes a string, so -//! minting an unlisted slug — the LowCardinality-cardinality and -//! tenant-amplification bug the plan calls out — is not expressible. +//! minting an unlisted slug (unbounded `LowCardinality` values, cross-tenant +//! amplification) is not expressible. //! * **The prefilter is generated from the declared hints**, never //! hand-maintained: it is the union of every exact key and key prefix any //! vendor or unknown-tier rule declares, plus every session-candidate key @@ -148,9 +146,9 @@ pub type KeyId = u16; /// Index into the interned key-prefix table. pub type PrefixId = u8; -/// One compiled session-key candidate (plan §2 step 5). `key` stays in string -/// form for the direct (unprefiltered) reference path; `key_id` is the interned -/// form the indexed fast path reads. +/// One compiled session-key candidate. `key` stays in string form for the direct +/// (unprefiltered) reference path; `key_id` is the interned form the indexed fast +/// path reads. pub struct SessionCandidate { pub key: &'static str, pub(crate) key_id: KeyId, @@ -163,7 +161,7 @@ pub struct SessionCandidate { /// from the span's own attributes (see [`crate::ai_vendors::SessionCandidateDef`]). pub event_key: Option<&'static str>, pub granularity: Granularity, - /// Value-conditional granularity override (phase-2 P1; see + /// Value-conditional granularity override (see /// [`crate::ai_vendors::SessionCandidateDef::granularity_of_value`]). pub granularity_of_value: Option Granularity>, } @@ -171,7 +169,7 @@ pub struct SessionCandidate { pub struct Vendor { slug: &'static str, /// `unknown:*` buckets are verdicts for resolution purposes but carry no - /// session-key rules and are reserved: no seed may mint one. + /// session-key rules and are reserved: no vendor rule may mint one. unknown_bucket: bool, candidates: Vec, decoy_values: &'static [&'static str], @@ -497,7 +495,7 @@ impl Builder { slug: def.id.slug(), unknown_bucket: false, candidates, - // `decoy_keys` are deliberately not compiled: the rule is "never + // Decoy KEYS are deliberately not compiled: the rule is "never // consult", so the detector must not be able to read one. They // live as doc comments on the vendor blocks. decoy_values: def.decoy_values, @@ -689,7 +687,7 @@ mod tests { assert_eq!(id.slug(), slug); assert!(!registry.vendor(id).is_unknown_bucket()); } - // D2 applied in the vendor tables: the seed's slug is not producible. + // `langgraph` is folded into `langchain`, so its slug is not producible. assert!(registry.vendor_id("langgraph").is_none()); for bucket in ["unknown:genai", "unknown:openinference", "unknown:other"] { let id = registry.vendor_id(bucket).expect("bucket"); @@ -698,9 +696,9 @@ mod tests { } } - /// Plan §6: "every rule key/prefix survives the generated prefilter". - /// `validate` enforces it at build; this states it as a test in its own right and - /// adds the negative direction. + /// Every rule key and prefix must survive the generated prefilter. `validate` + /// enforces it at build; this states it as a test in its own right and adds the + /// negative direction. #[test] fn prefilter_is_self_consistent() { let registry = registry(); @@ -731,11 +729,11 @@ mod tests { seen.dedup(); assert_eq!(seen.len(), 21, "every vendor appears exactly once"); assert!(seen.iter().all(|id| !id.is_unknown_bucket())); - // The unknown tier's internal order: v1's, plus the phase-2 X1 - // `input.value`/`output.value` rule. Its slot is load-bearing — it must sit - // between the `openinference.span.kind` rule and the bare `llm.` rule, so an - // OpenInference-dialect span keeps the openinference bucket instead of falling - // into the `unknown:other` catch-all (see the rule's comment and + // The unknown tier's internal order. The `input.value`/`output.value` + // rule's slot is load-bearing — it must sit between the + // `openinference.span.kind` rule and the bare `llm.` rule, so an + // OpenInference-dialect span keeps the openinference bucket instead of + // falling into the `unknown:other` catch-all (see the rule's comment and // `input_output_values_with_llm_namespace_bucket_as_openinference`). let buckets: Vec = UNKNOWN_TIER.iter().map(|rule| rule.bucket).collect(); assert_eq!( diff --git a/apps/ingest/src/ai_vendors.rs b/apps/ingest/src/ai_vendors.rs index 24a462bad..d4e7ff626 100644 --- a/apps/ingest/src/ai_vendors.rs +++ b/apps/ingest/src/ai_vendors.rs @@ -1,116 +1,47 @@ -//! The AI vendor rule tables — vendor knowledge as code, now with genuine Rust -//! predicates (write-side plan v2 §1). +//! The AI vendor rule tables: vendor knowledge as code. //! -//! One block per vendor: a `detect` **function** over [`SpanCtx`], ordered -//! session-key candidates whose `authority` is likewise a function, declared -//! prefilter hints, and decoy values. The rule *content* is still the 1:1 -//! transcription from the retired `registry.json` artifact (registry_version 1), -//! which was compiled from the 20 wire-verified seeds in trace-capture -//! (`frameworks//registry-seed.yaml`) plus one synthesized vendor. Each -//! block carries its seed provenance and the seed review's justifications and -//! caveats as doc comments — the review record lives next to the code that acts -//! on it. The wire evidence itself (captures, NOTES.md, verify-seed.ts) stays in -//! trace-capture. +//! One block per vendor — a `detect` predicate over [`SpanCtx`], ordered +//! session-key candidates whose `authority` is likewise a predicate, declared +//! prefilter hints, and decoy values. Each block's doc comment records what the +//! rules match, the one or two non-obvious reasons the shape is deliberate, and +//! the traps a maintainer must not walk into. //! -//! **Phase 1 transcribed; phase 2 fixed.** The first pass reproduced the v1 -//! matcher semantics exactly — every `detect` was the OR of that vendor's old -//! matchers, with the old *insufficient* scope/resource matchers folded in as -//! `(sufficient_evidence) || (insufficient_evidence && attr_evidence)`, a -//! conjunct subsumed by `attr_evidence` alone and written out only as the record -//! of where a real gate had to go. Phase 2 (2026-08-13) went through every vendor -//! against its seed's `algebra_violations` and the fix queue and turned those -//! spots into genuine conjunctions, negations and value tests: generic scopes and -//! bare English keys are now guarded by vendor evidence, the rename-proof -//! fingerprints v1 could not express are live, and each block's doc comment -//! carries the adjudication (SHIPPED / DECLINED with wire evidence / DEFERRED -//! with the reason). Items still deferred are dated and point at the decision -//! that deferred them — there are deliberately no `TODO(phase-2)` markers left. -//! Classification is no longer byte-identical to v1; the fixture replay, the -//! corpus goldens and the FP ceilings are what pin the differences. -//! -//! ## Mapping from the retired phase-1 encoding -//! -//! * matcher (`class` + `PredicateDef`) → a call on the [`SpanCtx`] accessor the -//! class named: `Attr` → [`SpanCtx::attr`]/[`SpanCtx::has_attr`]/ -//! [`SpanCtx::any_attr_prefix`], `Resource` → [`SpanCtx::resource`], -//! `Scope`+`scope.name` pseudo-key → [`SpanCtx::scope_name`], span-name eq → -//! [`SpanCtx::span_name`]. Class-directed lookup is therefore encoded in -//! *which accessor the function calls* — a predicate that read only span -//! attributes still reads only span attributes. -//! * `sufficient: true` → an unguarded disjunct of `detect`; -//! `sufficient: false` → the `(insufficient && attr_evidence)` conjunct. -//! * the global priority ladder → the order of the [`VENDORS`] slice -//! (first-match-wins; rationale on the slice), with the unknown tier -//! ([`UNKNOWN_TIER`], its v1 internal order) evaluated only when no vendor -//! matched. -//! * `AuthorityDef::AnyOf` → a plain `||` inside the authority function. -//! -//! Two vendor-set facts are baked in and not to be re-litigated (plan D2/D3): -//! `langgraph` is folded into `langchain`, and `openinference-openai` exists as -//! a synthesized vendor for the shared instrumentor scope. +//! Two vendor-set facts are baked in: `langgraph` is folded into `langchain` +//! (the LangSmith dialect is not span-locally separable), and +//! `openinference-openai` exists as a synthesized vendor for the shared OpenAI +//! instrumentor scope, which no framework may claim. //! //! Interning of the declared hints, the generated prefilter and the validation //! of these tables happen in [`crate::ai_registry`]; evaluation lives in -//! [`crate::ai_classifier`]. +//! [`crate::ai_classifier`]. `apps/ingest/fixtures/classification/` replays +//! recorded OTLP through the whole path and is the gate on any change here. use crate::ai_classifier::SpanCtx; /// The rules version stamped on every examined span (`AiRulesVersion`), including /// non-AI ones. `0` is reserved for pre-rollout / flag-off rows, so this must -/// never be zero. Bump it on ANY semantic change to the tables in this module and -/// record the change in the changelog below — the rollup keeps -/// `RowRulesVersionMin/Max` per hour, so the version is what makes "these counts -/// were computed by v7 rules" auditable (write-side plan v2 §6, Rule lifecycle & -/// validation). -/// -/// The changelog counts from **deployment**, not from development churn: a -/// version is a claim about rows already in the warehouse ("these counts were -/// computed by v7 rules"), and nothing here has ever been deployed, so the whole -/// pre-rollout pass is one version. Once v1 ships, that stops: any semantic -/// change to these tables after the first deploy bumps the constant and adds an -/// entry below, even a change that "only fixes a bug" — especially then, since a -/// fix is exactly what makes two hours of rows incomparable. -/// -/// Changelog: -/// -/// * `1` — the initial production ruleset: the 20 wire-verified seeds + -/// `openinference-openai`, **including** the phase-2 predicate fixes. Two -/// pre-rollout passes fed into it and neither bumped the version: -/// - the transcription of the retired `registry.json` artifact (its -/// `registry_version` 1; same emitted-column semantics) and the ENGINE rework -/// that followed (predicates as code, ordered first-match resolution), which -/// changed the rule representation and not one classification outcome — the -/// fixture goldens were byte-identical across it; -/// - the phase-2 RULE fixes, which *did* change outcomes, deliberately, one -/// reviewed golden diff at a time (trace-capture `docs/phase2-fix-queue.md`): -/// vercel_ai_sdk's scope-gated `ai.*` evidence (the `ai.eve.turn` false -/// positives eliminated, the `gen_ai`-scope true positives recovered), -/// litellm reduced to a scope-only detect, langchain's dropped resource -/// clause, crewai's bare-key conjunctions + foreign-OpenInference refusal + -/// broadened session authority, agno's presence-gated `session.id` branch, -/// haystack's exact span-name set, llamaindex's event-borne detect and -/// event-sourced run id, claude_agent_sdk's dot-boundary scope family and -/// conjunctive span-name/value-set clauses, pydantic_ai's UUIDv7-conditional -/// conversation-id granularity + hardened logfire tier, google_adk's -/// `invoke_workflow` authority disjunct, effect_ai's split span-name tier with -/// the ecosystem-evidence guard, spring_ai's Boot-scope conjunct, -/// semantic_kernel's scope prefix families + narrowed bare `sk.` key + -/// `FinishReason.` fallback, microsoft_agent_framework's provider value-prefix -/// and guarded plumbing prefixes, strands' guarded `event_loop.`, flue's -/// delegated-prompt authority guard, and the unknown tier's -/// `input.value`/`output.value` co-evidence rule. +/// never be zero. +/// +/// The number is a claim about rows already in the warehouse: the rollup keeps +/// `RowRulesVersionMin/Max` per hour, so two hours of rows carrying the same +/// version were computed by the same rules and are directly comparable. Bump it +/// on ANY semantic change to these tables — especially a bug fix, which is +/// exactly what makes two hours of rows incomparable. `1` is the initial +/// production ruleset; everything before the first deploy is part of it. pub const RULES_VERSION: u32 = 1; /// The closed vendor set. A classification result is one of these — there is no -/// constructor from a string, so minting an unlisted slug (the -/// LowCardinality-cardinality and tenant-amplification bug the plan calls out) is -/// not expressible. Discriminants are the index into [`VENDORS`] + -/// the unknown buckets, in declaration order; the classifier packs them into -/// `u64` bitmasks via [`VendorId::index`]. +/// constructor from a string, so minting an unlisted slug (unbounded +/// `LowCardinality` values, cross-tenant amplification) is not expressible. +/// Vendor discriminants are dense from 0 in declaration order; the reserved +/// `unknown:` buckets live at [`VendorId::UNKNOWN_BASE`]+ so new vendors extend +/// the dense range without renumbering them. The classifier packs vendors into +/// `u64` bitmasks via [`VendorId::index`], which folds the buckets back onto the +/// tail of the dense range. /// /// The `Unknown*` variants are the reserved `unknown:` fingerprint buckets: they /// are vendors for resolution purposes but carry no session-key rules, and no -/// seed may mint one (see [`UNKNOWN_TIER`]). +/// vendor rule may mint one (see [`UNKNOWN_TIER`]). #[derive(Clone, Copy, PartialEq, Eq, PartialOrd, Ord, Hash, Debug)] #[repr(u16)] pub enum VendorId { @@ -135,18 +66,29 @@ pub enum VendorId { SpringAi = 18, Strands = 19, VercelAiSdk = 20, - UnknownGenai = 21, - UnknownOpeninference = 22, - UnknownOther = 23, + UnknownGenai = 1000, + UnknownOpeninference = 1001, + UnknownOther = 1002, } impl VendorId { /// Number of vendors including the unknown buckets. pub const COUNT: usize = 24; - /// The bitmask/table index — discriminant order. + /// First discriminant of the reserved `unknown:` buckets. Everything below is + /// a dense vendor discriminant; everything at or above sorts after any vendor + /// we will ever add. + pub const UNKNOWN_BASE: u16 = 1000; + + /// The bitmask/table index: the discriminant for vendors, with the unknown + /// buckets folded onto the tail of the dense `0..COUNT` range. pub fn index(self) -> usize { - self as usize + let disc = self as usize; + if disc >= Self::UNKNOWN_BASE as usize { + Self::COUNT - UNKNOWN_BUCKETS.len() + (disc - Self::UNKNOWN_BASE as usize) + } else { + disc + } } /// The row-column slug. `unknown:*` names are reserved for the buckets. @@ -189,8 +131,8 @@ impl VendorId { } } -/// The documented per-vendor session-key granularity (plan §1). `Session` is the -/// only granularity that resolves at state 6; the rest cap at state 5. +/// The documented per-vendor session-key granularity. `Session` is the only +/// granularity that resolves at state 6; the rest cap at state 5. #[derive(Clone, Copy, PartialEq, Eq, Debug)] pub enum Granularity { Session, @@ -201,7 +143,7 @@ pub enum Granularity { impl Granularity { /// State 6 is reserved for `session` granularity; `run`/`user`/`instance` - /// resolve at state 5 (plan §2 step 5). + /// resolve at state 5. pub fn resolved_state(self) -> u8 { match self { Self::Session => 6, @@ -210,9 +152,9 @@ impl Granularity { } } -/// One ordered session-key candidate (plan §2 step 5): the span's state is the -/// `max` over all candidates, and the hash comes from the candidate that produced -/// the winning state, ties broken by candidate order. +/// One ordered session-key candidate: the span's state is the `max` over all +/// candidates, and the hash comes from the candidate that produced the winning +/// state, ties broken by candidate order. #[derive(Clone, Copy)] pub struct SessionCandidateDef { /// Span-local attribute key holding the identifier. Data, not code, so the @@ -224,29 +166,26 @@ pub struct SessionCandidateDef { /// key this function consults **must** be in the vendor's declared `keys`/ /// `prefixes` hints (see [`VendorDef`]). pub authority: fn(&SpanCtx) -> bool, - /// `non_empty` validation: an empty value is state 4, not resolved. + /// An empty value is state 4, not resolved. pub require_non_empty: bool, - /// `not_in_decoy_values` validation against the vendor's `decoy_values`. + /// Validate against the vendor's `decoy_values`. pub reject_decoy_values: bool, /// Span-EVENT attribute key read as the value source when the span-local - /// `key` is absent (phase-2 LL2; llamaindex is the first user). Exact key, - /// attr-first precedence, first event wins; validations apply to the event - /// value exactly as to the attribute value. `None` = span attributes only. + /// `key` is absent (llamaindex is the only user). Exact key, attr-first + /// precedence, first event wins; validations apply to the event value + /// exactly as to the attribute value. `None` = span attributes only. pub event_key: Option<&'static str>, pub granularity: Granularity, - /// Value-conditional granularity (phase-2 P1; pydantic_ai is the first - /// user): when set, the resolved granularity is computed from the - /// VALIDATED value (non-empty / non-decoy checks have already passed) - /// instead of the static `granularity`, which then documents the - /// candidate's ceiling. Pure function of the value bytes — no context, so - /// it stays span-local, order-independent and transport-stable by - /// construction. `None` = the static granularity, which is every candidate - /// but pydantic_ai's conversation id today. + /// Value-conditional granularity (pydantic_ai's conversation id is the only + /// user): when set, the resolved granularity is computed from the VALIDATED + /// value (non-empty / non-decoy checks have already passed) instead of the + /// static `granularity`, which then documents the candidate's ceiling. Must + /// stay a pure function of the value bytes — no context — so it remains + /// span-local, order-independent and transport-stable by construction. pub granularity_of_value: Option Granularity>, } -/// One vendor's rules. The doc comment on each `VendorDef` const is the seed -/// review's record: provenance, justifications, decoy keys and caveats. +/// One vendor's rules. /// /// # The detection contract /// @@ -257,29 +196,27 @@ pub struct SessionCandidateDef { /// the candidate dispatch are built from `keys`/`prefixes`/`span_names`: /// every exact attribute key `detect` or an `authority` function consults (on /// *any* of the three lists), every key prefix it scans, and every exact span -/// name it compares must be declared. An undeclared key is invisible to the -/// fast path; the indexed-vs-direct differential turns that drift into a test -/// failure over the fixture/corpus (see `ai_classifier`'s module docs). -/// Session-candidate keys are data and interned automatically. +/// name it compares must be declared — including keys read only inside a +/// conjunct. An undeclared key is invisible to the fast path; the +/// indexed-vs-direct differential turns that drift into a test failure over +/// the fixture/corpus (see `ai_classifier`'s module docs). Session-candidate +/// keys are data and interned automatically. /// * **Monotone in span evidence.** The scope hoist evaluates `detect` once /// with an empty span; a `true` there is reused for every span of the scope. -/// Every current predicate is monotone: they are ORs of positive tests, and -/// the phase-2 conjunctions only ever *narrow* a disjunct, which cannot make -/// an empty span match where a fuller one does not. -/// -/// Two phase-2 negations exist and neither breaks the shortcut: crewai's -/// detect refuses a foreign `openinference.instrumentation.` scope, which is -/// negation on SCOPE evidence (constant across the hoist), and flue's -/// conversation-id `authority` rejects `flue.task.id`, which is a session -/// candidate — authorities are evaluated per span and never hoisted. -/// DEFERRED, 2026-08-13: a `detect` that negates SPAN evidence would still -/// need a per-vendor opt-out from the hoist. None was written in phase 2 and -/// none is planned, so the opt-out stays unbuilt rather than speculative — -/// this note is the contract that has to be honoured if one ever lands. +/// Every predicate here is an OR of positive tests, narrowed only by +/// conjunctions, which cannot make an empty span match where a fuller one +/// does not. +/// +/// The two negations that exist are safe: crewai's detect refuses a foreign +/// `openinference.instrumentation.` scope, which is negation on SCOPE evidence +/// (constant across the hoist), and flue's conversation-id `authority` rejects +/// `flue.task.id`, and authorities are evaluated per span and never hoisted. A +/// `detect` that negated SPAN evidence would need a per-vendor opt-out from +/// the hoist, which does not exist — build it before writing one. #[derive(Clone, Copy)] pub struct VendorDef { pub id: VendorId, - /// The span-local detection predicate (plan v2 §1). + /// The span-local detection predicate. pub detect: fn(&SpanCtx) -> bool, /// Every exact attribute key the vendor's predicates consult. pub keys: &'static [&'static str], @@ -288,7 +225,7 @@ pub struct VendorDef { /// Every exact span name the vendor's predicates compare against. pub span_names: &'static [&'static str], pub session_candidates: &'static [SessionCandidateDef], - /// Literal values a candidate must not resolve to (`not_in_decoy_values`). + /// Literal values a candidate must not resolve to. pub decoy_values: &'static [&'static str], } @@ -304,49 +241,31 @@ pub struct UnknownRuleDef { } /// Every vendor, in **resolution order**: the slice is evaluated -/// first-match-wins per span (write-side plan v2 §1), so the order is -/// load-bearing wherever two vendors' evidence co-occurs on one span. It is -/// derived from the retired v1 priority ladder — specifically, the ordering that -/// ladder actually produced on every overlapping span of the corpus, the -/// vendored classification fixture and the adversarial fixture — -/// which reduces to two principles: +/// first-match-wins per span, so the order is load-bearing wherever two vendors' +/// evidence co-occurs on one span. Two principles: /// /// * **Specific instrumentor scopes before generic dialect families.** A vendor /// claimed by its own library-owned scope (or, for mastra, its self-minted -/// resource) must outrank another vendor's attr evidence riding under that -/// scope — v1's `3xxxx` sufficient band beat every `2xxxx` attr hit. -/// `claude_agent_sdk` leads because the adversarial fixture pins its scope -/// against five other vendors' attrs on one span -/// (`oversized/spilled_registry_keys`), and the three vendors with no -/// standalone scope/resource evidence at all (`effect_ai`, `spring_ai`, -/// `vercel_ai_sdk` — dialect families detected by span evidence alone) come -/// last, in their v1 attr-priority order. -/// * Within that, vendors keep their v1 sufficient-matcher priority order, with -/// two placements pinned by the adversarial fixture: `mastra` precedes `agno` -/// (mastra's self-minted resource beat agno's `agno.` attr family) and -/// `openinference-openai` precedes `crewai` (its scope beat crewai's bare -/// `task_key` attr). +/// resource) must outrank another vendor's attribute evidence riding under +/// that scope. `claude_agent_sdk` leads because the adversarial fixture pins +/// its scope against five other vendors' attributes on one span; the three +/// vendors with no standalone scope/resource evidence at all (`effect_ai`, +/// `spring_ai`, `vercel_ai_sdk` — dialect families detected by span evidence +/// alone) come last. +/// * Two placements are pinned by the adversarial fixture: `mastra` precedes +/// `agno` (mastra's self-minted resource beats agno's `agno.` attribute +/// family) and `openinference-openai` precedes `crewai` (its scope beats +/// crewai's bare `task_key`). /// /// Real wire data never exercises the order: the at-most-one-vendor tests hold /// with **zero** overlapping spans over the vendored fixture and the whole -/// corpus (10,886 spans), before and after phase 2. Only the adversarial -/// fixture constructs multi-vendor spans, and this order reproduces the v1 -/// ladder's winner on every one of them. -/// -/// Phase 2's conjunctions shrank that set — crewai's guarded `task_key` no -/// longer contests `openinference.instrumentation.openai`'s scope, for one — -/// and **4 constructed spans still carry two or more vendors' evidence** -/// (measured 2026-08-13): `cross_vendor/mastra_resource_vs_agno_attr`, -/// `cross_vendor/two_attr_bands`, -/// `cross_vendor/sufficient_scope_with_foreign_system` and -/// `oversized/spilled_registry_keys`. DEFERRED, deliberately: each is a genuine -/// collision between two vendors' *own* namespaced evidence stapled onto one -/// span (mastra's self-minted resource vs `agno.`; `spring.ai.` vs `mastra.`; -/// google_adk's scope vs `gen_ai.system=langchain`), so removing the overlap -/// would mean weakening a rule that is correct in isolation, on evidence no -/// wire capture has ever produced. The order stays load-bearing for exactly -/// those shapes, which is why it is written down here and pinned by the -/// fixture. +/// corpus. Only the adversarial fixture constructs multi-vendor spans, and a +/// handful of those still carry two vendors' *own* namespaced evidence stapled +/// onto one span (mastra's resource vs `agno.`; `spring.ai.` vs `mastra.`; +/// google_adk's scope vs `gen_ai.system=langchain`). Removing the overlap would +/// mean weakening a rule that is correct in isolation, on evidence no wire +/// capture has ever produced, so the order stays load-bearing for exactly those +/// shapes and the fixture pins it. pub const VENDORS: &[VendorDef] = &[ CLAUDE_AGENT_SDK, DSPY, @@ -379,104 +298,27 @@ pub const UNKNOWN_BUCKETS: &[VendorId] = &[ VendorId::UnknownOther, ]; -/// Seed: frameworks/agno/registry-seed.yaml -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `agno.agent.id` (wire): The Agent object's id (agno/_runs_wrapper.py:168). CONSTANT across -/// all 6 traces of agno_user ("user-assistant") — the single most convincing false session -/// key in this framework: root-only, stable across turns, stable across the whole process, -/// and adjacent to the real key in the same namespace. It is agent identity: two concurrent -/// users of the same Agent share it. -/// -/// * `agno.team.id` (wire): Team analogue of agno.agent.id ("research-orchestrator", -/// _runs_wrapper.py:145). Same trap, and it is the key on the agno_agents ROOT span, so a -/// root-only reader is maximally likely to grab it. -/// -/// * `graph.node.id` (wire): Looks like a durable node identity but is regenerated per -/// execution (_generate_node_id() at every start_span): 6 distinct values for the SAME agent -/// across agno_user's 6 turns. Per-run, not per-node and not per-session. -/// graph.node.parent_id points at another such ephemeral id. -/// -/// * `service.instance.id` (wire): OTel-SDK-minted uuid4, one per PROCESS. Constant within a -/// capture and session-shaped, but it is process identity — in a long-lived server it is -/// constant across every session forever. -/// -/// * `llm.input_messages.N.message.tool_calls.M.tool_call.id` (wire): Provider tool-call ids -/// echoed into the message history; they repeat across the HITL request/resume span pair, -/// which makes them look like a correlation key. They correlate one tool call, not a session. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * `session_id_default_is_instance_granularity`: The corpus' sharpest session trap. -/// agno/agent/_session.py:52-58 mints a uuid4 when no session_id is passed AND assigns it -/// back to the Agent instance ('sticky'), so session.id is ALWAYS present (verdict A) but in -/// a long-lived server sharing one Agent object it is a single constant for every user and -/// every conversation, indistinguishable on the wire from a well-behaved per-conversation id. -/// No validation token can detect this — it is well-formed, non-empty and not a sentinel. -/// NOTES.md previously claimed the key appears only when the app passes session_id=; the -/// source says otherwise and this seed follows the source. -/// -/// * `continue_run_is_uninstrumented`: openinference-instrumentation-agno 1.0.1 wraps the four -/// _run entry points and nothing on the resume path, so agent.continue_run() — agno's OWN -/// native HITL completion call — emits no AGENT span. Its LLM and tool spans surface as -/// parentless roots in fresh traces with neither session.id nor agno.run.id. In agno_user -/// this is 3 spans / 3 traces (33% of the traces, 100% of the approval-execution evidence). -/// The denied turn's rejection and the approved turn's actual delete_file execution are both -/// stranded. This is a fixture of a real upstream gap, not a harness artefact. -/// -/// * `context_leak_merges_top_level_runs`: The instrumentor uses start_span + -/// use_span(end_on_exit=False) and does not detach cleanly on the async path, so a subsequent -/// top-level run inherits the previous run's context. In agno_agents summary_agent.arun (a -/// completely separate await summarizer.arun call) is parented to research_orchestrator.arun -/// and the whole process lands in ONE trace — with the child STARTING 3 ms AFTER its parent -/// ENDED (parent +0..12245 ms, child +12248..15391 ms). Consumers must tolerate children -/// whose time range falls outside the parent's, parent durations that do not bound their -/// subtree, and unrelated sibling runs silently merged. This also produces the root_middle -/// arrival: the root ends before its last children. -/// -/// * `root_middle_arrival`: agno_agents is the corpus' root-middle case: the root -/// research_orchestrator.arun arrives in record seq 2 of 4 because it ended before -/// summary_agent.arun (which the context leak reparented under it) even started. A root- -/// anchored ingest path would have to buffer past the root's arrival, not just until it — the -/// assumption 'the root is the last span of its trace' fails here in the opposite direction -/// from BatchSpanProcessor's usual root-last ordering. -/// -/// * `token_count_total_only_on_ainvoke`: llm.token_count.total is set ONLY in the ainvoke -/// wrapper (_model_wrapper.py:519-520); the invoke, invoke_stream and ainvoke_stream wrappers -/// omit it while all four set prompt/completion. Wire-confirmed: 0/9 LLM spans in agno_user -/// (sync run()) vs 9/9 in agno_agents (async arun()). Any dashboard reading -/// llm.token_count.total silently reports zero total tokens for every synchronous agno app; -/// prompt+completion must be summed instead. -/// -/// * `span_names_do_not_identify_the_model`: LLM span names are the agno CLASS -/// (OpenRouter.invoke / OpenRouter.ainvoke) for every model — agno_agents mixes -/// openai/gpt-4o-mini (6) and anthropic/claude-haiku-4.5 (3) under one span name. Only -/// llm.model_name carries the truth, and llm.provider is the agno class name 'OpenRouter', -/// not a semconv provider value. Reinforces that span-name rules are useless here (and this -/// seed writes none). -/// -/// * `zero_gen_ai_by_default`: Under default config agno emits NOT ONE gen_ai.* attribute -/// across all 37 spans — it is a pure OpenInference-dialect framework. Any ingest path that -/// keys AI-ness on gen_ai.operation.name sees zero agno spans. Only the openinference-genai- -/// semconv variant changes this, and it is off by default. -/// -/// * `all_spans_internal_no_events`: 37/37 spans are kind=1 (INTERNAL); no SERVER/CLIENT spans, -/// no span events, no logs, no metrics. The one ERROR span (fetch_transport_data, code=2 with -/// message 'transport data service unavailable (503)') is native agno: the tool raises, -/// FunctionCall records the failure, the parent AGENT span stays OK and the run degrades -/// gracefully. Span kind carries zero classification signal. -/// -/// * `attribute_typing_is_mixed`: Unlike the Java frameworks, values keep their OTLP types: -/// token counts arrive as intValue, llm.tools.N.tool.json_schema / llm.invocation_parameters -/// / tool.parameters / agno.tools as JSON stringValue. Canonical stringification (the -/// verifier's rule) is what makes eq() comparable across them. -/// -/// Config variants that change the wire shape (`openinference-genai-semconv`, `using-session- -/// context-manager`): recorded in full in the seed's `variants:` block — re-read it before -/// touching this vendor's rules. +/// Decoy keys — never consult these as session candidates (deliberately not +/// compiled: the rule is "never read", so the detector must not be able to): +/// +/// * `agno.agent.id` / `agno.team.id`: agent identity — constant for the object's +/// life, in the same namespace as the real key, shared by concurrent users. +/// * `graph.node.id`: regenerated at every span start, so it is per-run, not +/// per-node. `graph.node.parent_id` points at another such ephemeral id. +/// * `service.instance.id`: OTel-SDK uuid4, one per process. +/// * `llm.input_messages.N.message.tool_calls.M.tool_call.id`: repeats across a +/// HITL request/resume pair, but correlates one tool call. +/// +/// Traps: +/// +/// * `session.id` is ALWAYS present — agno mints a uuid4 when the app passes none +/// and sticks it on the Agent instance, so in a long-lived server it is one +/// constant for every user, indistinguishable on the wire from a real one. +/// * `agent.continue_run()` is uninstrumented: HITL completions surface as +/// parentless roots with neither `session.id` nor `agno.run.id`. +/// * Under default config agno emits no `gen_ai.*` attribute at all — pure +/// OpenInference dialect. LLM span names are the agno class, never the model, +/// so no span-name rule is possible. pub const AGNO: VendorDef = VendorDef { id: VendorId::Agno, detect: detect_agno, @@ -484,7 +326,6 @@ pub const AGNO: VendorDef = VendorDef { prefixes: &["agno.", "agno.workflow."], span_names: &[], session_candidates: &[ - // verdict: A. SessionCandidateDef { key: "session.id", authority: agno_session_id_authority, @@ -494,7 +335,6 @@ pub const AGNO: VendorDef = VendorDef { granularity: Granularity::Session, granularity_of_value: None, }, - // verdict: A. SessionCandidateDef { key: "agno.run.id", authority: agno_session_authority, @@ -509,175 +349,59 @@ pub const AGNO: VendorDef = VendorDef { }; fn detect_agno(s: &SpanCtx) -> bool { - // owned_by: library, source: wire. - // The scope name is the instrumentor's own module path, passed as get_tracer(__name__, - // __version__, tracer_provider) in openinference/instrumentation/agno/__init__.py — - // library-owned, namespaced, per-package (each openinference-instrumentation-* artifact - // gets its own scope, so there is no cross-vendor collision inside the OpenInference - // family). It catches 17/17 + 20/20 spans, including the 11 + 15 LLM/TOOL spans that - // carry no agno.* attribute at all and the 3 continue_run orphans. The instrumentor - // only wraps agno agent/team/workflow/tool/model entry points, so no non-AI span can - // land in this scope. + // The instrumentor's own module path, passed to `get_tracer(__name__, …)` — + // library-owned and per-package, so there is no collision inside the + // OpenInference family. It reaches the LLM/TOOL spans that carry no `agno.` + // attribute at all, and the instrumentor only wraps agno entry points, so no + // non-AI span can land in this scope. s.scope_name() == "openinference.instrumentation.agno" - // source: wire. + // The vendor's own namespace, for a rewritten or dropped scope. || s.any_attr_prefix("agno.") } /// Authority for `agno.run.id`: AGENT-kind spans, or the workflow-key -/// population (a v1 `AnyOf`, now a plain `||`). No presence branch here — -/// `agno.run.id` is written only by _runs_wrapper.py:350-351 / -/// _workflow_wrapper.py:176 and never spread by the context mechanism, so a -/// presence branch would be dead code. +/// population. No presence branch — `agno.run.id` is written only by the run and +/// workflow wrappers and is never spread by the context mechanism, so a presence +/// branch would be dead code. fn agno_session_authority(s: &SpanCtx) -> bool { s.attr("openinference.span.kind") == Some("AGENT") || s.any_attr_prefix("agno.workflow.") } /// Authority for `session.id`: [`agno_session_authority`] plus a presence-gated -/// branch (phase-2 A3, integration decision). Under the seed's -/// using-session-context-manager variant, get_attributes_from_context() splices -/// session.id onto LLM and TOOL spans too (_model_wrapper.py:370,427,498,561, -/// _tools_wrapper.py:101,161) — the only customer-side mechanism that puts a -/// session key on the continue_run orphans — and the v1 authority reported -/// those spans state 2 with a valid key in hand. The branch is presence-gated, -/// so state-3 reachability is preserved (an AGENT span missing the key still -/// reports 3, and a span matching only this branch has the key by construction, -/// landing at 4 or 6). Golden-neutral: under default config session.id lives -/// only on AGENT spans (6/17 + 5/20 wire). Deviates from the seed's recorded -/// "not self-referential" rationale — documented in the seed caveat. +/// branch. Under agno's session context manager the instrumentor splices +/// `session.id` onto LLM and TOOL spans too — the only customer-side mechanism +/// that puts a session key on the `continue_run` orphans. Presence-gating keeps +/// state 3 reachable: an AGENT span missing the key still reports 3, and a span +/// matching only this branch has the key by construction. fn agno_session_id_authority(s: &SpanCtx) -> bool { agno_session_authority(s) || s.has_attr("session.id") } -/// Seed: frameworks/claude_agent_sdk/registry-seed.yaml -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `prompt.id` (wire): Log records only (20/20 and 29/29). A bare uuid4 that is stable for -/// the whole of one user turn — session-shaped and adjacent to session.id in the same -/// attribute set, but claude_agent_sdk_user shows 6 distinct values under one session. -/// Joining on it fragments a conversation into turns. -/// -/// * `agent_id` (wire): Opaque 17-hex subagent instance id on 7/32 llm_request and 3/32 tool -/// spans in claude_agent_sdk_agents (4 distinct values, one per worker). Identifies a -/// subagent invocation inside one session; the human-readable role lives on the PARENT tool -/// span as subagent_type. Never a session. -/// -/// * `user.account_uuid` (wire): Wire-observed in captures/claude_agent_sdk_probe/_probe2 -/// (first-party auth), on every span. A bare UUID sitting next to session.id in the same base -/// attribute set — maximally session-shaped, and actually the ACCOUNT identity: constant for -/// the life of the account. The same applies to its companions organization.id, -/// user.account_id and user.email (the last is PII and must not be indexed). -/// -/// * `tool_use_id` (wire): Log records only (5/20 and 14/29). Anthropic toolu_* id; correlates -/// a tool_decision to its tool_result, not a session. -/// -/// * `client_request_id` (wire): Wire-observed on llm_request in the probe captures (absent -/// through an LLM gateway). Per-HTTP-attempt id — the finest granularity in the dialect. -/// -/// Harness-only keys in the fixture captures (not framework signal): `capture.id`, -/// `deployment.environment`, `service.name`. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * `telemetry_is_the_cli_not_the_sdk`: The Claude Agent SDK emits nothing. query() spawns the -/// Claude Code CLI and the CLI is the OTel producer, so 100% of the configuration surface is -/// environment variables passed through options.env — and in TypeScript options.env REPLACES -/// the child environment rather than merging it (Python merges), so a customer who sets env -/// without spreading process.env silently loses PATH, auth and every OTEL_* var. Version skew -/// is a live risk: the SDK ships a bundled CLI (2.1.141 here) that differs from the machine's -/// (2.1.154), and the dialect version travels in the scope, not the package. -/// -/// * `trace_per_turn_not_per_session`: There is NO session-spanning root span. Six turns -/// produced six traces sharing one session.id; a subagent fan-out stays inside its turn's -/// trace. Any product view that equates 'trace' with 'conversation' is wrong for this vendor -/// — the conversation is the session.id group-by, and that group-by is the ONLY thing holding -/// the turns together. -/// -/// * `root_arrives_last_every_time`: 4/4 multi-batch traces are root-last, and the -/// claude_agent_sdk_agents trace arrived across EIGHT OTLP records with its -/// claude_code.interaction root in record 8 of 8 (seq 24) — 19.4 s after the trace began. -/// This is BatchSpanProcessor semantics (spans queue on end, parents end last), not a quirk. -/// Any per-trace decision keyed on the root is structurally impossible. It costs nothing here -/// because every span carries both the classifier and the session key, so all 7 traces are -/// classified AND session-keyed in their first record. -/// -/// * `approval_outcome_is_span_invisible`: claude_code.tool.blocked_on_user reports -/// decision=unknown, source=unknown for every APPROVED call (7/7 in agents, 2/3 in user); -/// only the DENIED call shows decision=reject. The true outcome is in the tool_decision LOG -/// record (accept/user_temporary vs reject/user_reject). The span-only signal for approval is -/// structural: an approved call has a claude_code.tool.execution child, a denied one has -/// none. HITL is therefore not expressible in this seed's predicate algebra at all. -/// -/// * `numbers_are_strings`: Almost every numeric and boolean value arrives as OTLP stringValue -/// — input_tokens="1228", success="true", duration_ms="3356", attempt="1" — and -/// gen_ai.response.finish_reasons arrives as the JSON-ish string ["end_turn"], not an -/// arrayValue. Duration is duplicated and stringly typed: duration_ms on tool/ -/// llm_request/tool.execution/tool.blocked_on_user, interaction.duration_ms on the root (the -/// root does NOT carry duration_ms), alongside the real start/end timestamps. -/// -/// * `provider_attribution_is_wrong`: gen_ai.system is the hardcoded literal "anthropic" on -/// every llm_request (source zv7), regardless of where the request actually went — every call -/// in these captures was served by OpenRouter via ANTHROPIC_BASE_URL. gen_ai.request.model / -/// model carry the truth (anthropic/claude-haiku-4.5, anthropic/claude-sonnet-4.5). Provider -/// attribution keyed on gen_ai.system is silently wrong for any LLM-gateway deployment, which -/// is the normal enterprise setup for this CLI. -/// -/// * `mcp_tool_name_placeholder_in_logs`: tool_decision and tool_result log records report -/// tool_name="mcp_tool" for EVERY MCP tool (source B7(): any name starting with mcp__ -/// collapses to the literal mcp_tool), and mcp_server.name / mcp_tool.name are the literal -/// "custom" unless the server is on an internal allowlist. The real identity is only in -/// tool_parameters ({"mcp_server_name":"tracetools","mcp_tool_name":"get_weather"}). SPANS -/// are unaffected — claude_code.tool carries the fully-qualified -/// mcp__tracetools__get_weather. Log-derived tool metrics will collapse every MCP tool into -/// one bucket. -/// -/// * `no_telemetry_sdk_resource_attrs`: The resource is built from scratch by Fc7() -/// (resourceFromAttributes + osDetector + host.arch + envDetector), never from -/// defaultResource(), so telemetry.sdk.name / .language / .version are ABSENT — 55/55 spans, -/// 49/49 log records and every metric block carry exactly {service.name, service.version, -/// os.type, os.version, host.arch} plus whatever OTEL_RESOURCE_ATTRIBUTES adds. No SDK- -/// language signal is available to ingest, and service.version (2.1.154) is the CLI version, -/// which is also the logs/metrics scope version — a usable cross-check. -/// -/// * `subagent_nesting_is_real`: Subagent spans hang off the orchestrator's -/// claude_code.tool.execution for that Agent/Task call, so a 4-worker delegation is ONE -/// 32-span trace with real parent links, and the three parallel workers genuinely overlap on -/// the wire (weather 2741→ 5393 ms, transport 3350→6372 ms, budget 3066→8586 ms from -/// interaction start). The SDK option is named `Task` but the tool surfaces in spans and -/// messages as `Agent`; the readable role is subagent_type on the parent claude_code.tool -/// span (4/7), while the child spans carry only the opaque agent_id. -/// -/// * `error_representation`: The only ERROR-status span in the corpus is the native -/// claude_code.tool.execution for fetch_transport_data: status {code: 2, message: "transport -/// data service unavailable (503)"} plus success="false" and an `error` attribute — set by -/// the CLI itself, with no harness involvement. There are ZERO exception span events; the -/// only span event in the dialect is gen_ai.request.attempt. Failed LLM calls instead produce -/// llm_request spans with success=false/error/status_code plus api_error LOG records (wire- -/// observed in the probe captures). -/// -/// * `pruned_agents_capture`: claude_agent_sdk_agents was pruned after the review's first pass: -/// a superseded failed run (28 spans, llm_request 404 error spans from OpenRouter dropping -/// anthropic/claude-3.5-haiku) was removed, leaving the 25 records / 32 spans / 1 trace -/// recorded in `captures:` above. NOTES.md's older 41-record / 60-span / 2-trace description -/// is the pre-prune superset and has been corrected. -/// -/// * `probe_captures_excluded`: captures/claude_agent_sdk_probe and _probe2 (3 records each) -/// are deliberately NOT in `captures:` and not in the goldens. They are cited as source: wire -/// evidence for the firstparty-identity variant (organization.id / user.email / -/// user.account_uuid / user.account_id / client_request_id on every span) and for the -/// api_error log event, neither of which the golden captures exercise. -/// -/// Rejected fingerprint, wire-checked 2026-08-13: `gen_ai.system == "anthropic"` must never -/// become a claude matcher — openrouter carries 153 `gen_ai.system="anthropic"` spans (plus -/// 1,477 `openai`, 8 `moonshotai`), a proven 153-span FP; this vendor's own llm_request spans -/// hardcode the literal regardless of the actual provider (see `provider_attribution_is_wrong` -/// below). No clause here reads the key. -/// -/// Config variants that change the wire shape (`traces-off`, `session-id-off`, `firstparty- -/// identity`, `beta-tracing-detailed`): recorded in full in the seed's `variants:` block — re- -/// read it before touching this vendor's rules. +/// Decoy keys — never consult these as session candidates: +/// +/// * `prompt.id` (log records only): a bare uuid4 stable for one user turn, and +/// adjacent to `session.id`. Joining on it fragments a conversation into turns. +/// * `agent_id`: a subagent invocation inside one session; the readable role is +/// `subagent_type` on the parent span. +/// * `user.account_uuid` (plus `organization.id`, `user.account_id`, +/// `user.email`): account identity, constant for the account's life. +/// `user.email` is PII and must not be indexed. +/// * `tool_use_id`, `client_request_id`: one tool call, one HTTP attempt. +/// +/// Traps: +/// +/// * The SDK emits nothing — `query()` spawns the Claude Code CLI and the CLI is +/// the OTel producer, so the whole configuration surface is environment +/// variables. In TypeScript `options.env` REPLACES the child environment, so a +/// customer who does not spread `process.env` loses every `OTEL_*` var. +/// * There is no session-spanning root span: each turn is its own trace and the +/// conversation is the `session.id` group-by. Trace ≠ conversation here. +/// * `gen_ai.system` is the hardcoded literal `anthropic` on every `llm_request` +/// regardless of where the request went. `gen_ai.request.model` carries the +/// truth, and this key must NEVER become a claude matcher — the corpus' +/// openrouter capture carries 153 such spans. No clause here reads it. +/// * Approval outcome is span-invisible — the only signal is structural (an +/// approved call has an execution child). pub const CLAUDE_AGENT_SDK: VendorDef = VendorDef { id: VendorId::ClaudeAgentSdk, detect: detect_claude_agent_sdk, @@ -685,7 +409,6 @@ pub const CLAUDE_AGENT_SDK: VendorDef = VendorDef { prefixes: &[], span_names: &[], session_candidates: &[ - // verdict: A. SessionCandidateDef { key: "session.id", authority: claude_agent_sdk_session_authority, @@ -695,7 +418,6 @@ pub const CLAUDE_AGENT_SDK: VendorDef = VendorDef { granularity: Granularity::Session, granularity_of_value: None, }, - // verdict: A. SessionCandidateDef { key: "user.id", authority: claude_agent_sdk_session_authority, @@ -709,71 +431,44 @@ pub const CLAUDE_AGENT_SDK: VendorDef = VendorDef { decoy_values: &[], }; -// Phase 2 (fix-queue C1–C3, integration decisions): three ordered clauses replace -// the v1 block's three scope eq matchers (→ clause 1), the seven UNGUARDED -// `span.type` eq attr matchers (→ clauses 2+3), and the standalone insufficient -// `service.name=claude-code` resource matcher, whose only v1 role was conditional -// promotion by a span.type hit — clause 3 IS that conjunction, written honestly. fn detect_claude_agent_sdk(s: &SpanCtx) -> bool { - // (1) Scope family — primary, library-owned. Hardcoded in the CLI bundle: - // HV() = trace.getTracer("com.anthropic.claude_code.tracing", "1.0.0") — the trace - // scope's version is the DIALECT version (1.0.0), stable across CLI releases; the - // LOG scope is getLogger("com.anthropic.claude_code.events", ) and the - // METRIC scope the bare getMeter("com.anthropic.claude_code", ) — - // neither carries spans, but maple's log/metric ingest needs the same vendor - // mapping and the family test covers all three. Wire: 23/23 claude_agent_sdk_user - // + 32/32 claude_agent_sdk_agents + 3/3 + 3/3 probe spans, all on the .tracing - // scope; the string "com.anthropic" appears in NO other corpus capture (grep, 58 - // dirs, 2026-08-13). Exact-or-dotted-prefix rather than bare starts_with (the - // dot-boundary narrowing is an integration decision): a future - // com.anthropic.claude_code. rename/addition classifies while an - // unrelated "com.anthropic.claude_codeX" sibling-product scope does not. Scope - // matching is hoisted per-ScopeSpans (never prefiltered per-attribute), so the - // prefix comparison needs no declared hint. [C1] + // (1) Scope family — primary, library-owned. The CLI hardcodes + // `com.anthropic.claude_code.tracing` for spans, `.events` for logs and the + // bare `com.anthropic.claude_code` for metrics; the family test covers all + // three because log/metric ingest needs the same vendor mapping. + // Exact-or-dotted-prefix rather than bare `starts_with`, so an unrelated + // `com.anthropic.claude_codeX` sibling product does not match. Scope matching + // is hoisted per-ScopeSpans and never prefiltered, so this needs no hint. let scope = s.scope_name(); if scope == "com.anthropic.claude_code" || scope.starts_with("com.anthropic.claude_code.") { return true; } - // Every span this dialect emits carries `span.type` — the CLI's NvH() attribute - // builder stamps it into the startSpan attributes of every span type (seed - // key_at_root_start citation); wire: 61/61 spans across all four claude captures. - // Both fallback clauses below require it as dialect co-evidence, which is also - // what keeps them dispatch-covered: `span.type` is a declared key, so every span - // either clause can accept reaches this detector through the key hint (the - // span-name PREFIX in clause 2 is not declarable — `span_names` dispatch is - // exact-name only). + // Every span this dialect emits carries `span.type`. Both fallback clauses + // below require it as dialect co-evidence, which is also what keeps them + // dispatch-covered: `span.type` is a declared key, so every span either + // clause can accept reaches this detector through the key hint (the span-name + // PREFIX in clause 2 is not declarable — `span_names` dispatch is exact-name + // only). let span_type = s.attr("span.type"); - // (2) Span-name namespace — rename-proof fingerprint for the scope-rewritten - // path. The `claude_code.` vendor namespace lives ONLY in span names (every - // attribute key in the dialect is bare). Wire: all 61 span names are - // claude_code.{interaction|llm_request|tool|tool.execution|tool.blocked_on_user}; - // no other corpus capture contains the string "claude_code." (grep, 58 dirs). - // Conjunctive with span.type presence — NOT unconditional as queue C2 wrote it — - // because span names are customer data in other dialects (crewai builds - // ".kickoff": a crew named "claude_code" would collide and break the - // at-most-one-vendor invariant). Zero recall cost: 61/61 wire spans carry both. - // [C2, tightened per the integration decision] + // (2) Span-name namespace — the rename-proof fingerprint for a + // scope-rewriting collector. The `claude_code.` vendor namespace lives ONLY + // in span names; every attribute key in the dialect is bare. Conjunctive with + // `span.type` presence rather than unconditional, because span names are + // customer data in other dialects (crewai builds `.kickoff`, so a + // crew named `claude_code` would break the at-most-one-vendor invariant). + // Zero recall cost — every wire span carries both. if s.span_name().starts_with("claude_code.") && span_type.is_some() { return true; } - // (3) Guarded bare-key dialect match — scope AND name rewritten, native resource - // default preserved. `span.type` value set: 5 wire values plus `hook` - // (beta-tracing-detailed variant, source Pv7()) and `subagent.spawn` (source - // Dv7(); unreachable in CLI 2.1.154 — d5H() returns false — listed so the rule - // survives the flag flipping on; both per seed attr_matchers, kept in v2 by - // integration decision). Guard: Fc7() seeds service.name="claude-code" as the - // NATIVE DEFAULT (source_code citation — never on the corpus wire because the - // harness set OTEL_SERVICE_NAME; zero corpus spans carry the value, so zero FP - // surface today), then merges osDetector/hostDetector/envDetector on top, so - // OTEL_SERVICE_NAME / OTEL_RESOURCE_ATTRIBUTES wins. The conjunction removes the - // openrouter collision class the v1 TODO tracked: 4,094/4,097 openrouter spans - // carry `span.type` (values span|generation — disjoint anyway) AND - // service.name=openrouter, so they fail both operands. (The queue's older 3,539 - // figure was stale; 4,094 is the 2026-08-13 recheck.) [C2; C3's negation is - // subsumed by this conjunction] + // (3) Guarded bare-key dialect match, for scope AND name rewritten with the + // native resource default preserved. The value set includes `hook` (a beta + // flag) and `subagent.spawn` (unreachable in the shipped CLI) so the rule + // survives those flags flipping on. The `service.name` guard removes the + // openrouter collision class: those spans also carry a bare `span.type` but + // `service.name=openrouter`, so they fail both operands. matches!( span_type, Some( @@ -792,151 +487,33 @@ fn claude_agent_sdk_session_authority(s: &SpanCtx) -> bool { s.has_attr("span.type") } -/// Seed: frameworks/crewai/registry-seed.yaml -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `crew_key` (wire): An md5 of the crew's CONFIGURATION, not an identity: 7/25 and 6/17 -/// spans, a single value per capture. crew.py:879-883 computes it as an md5 over the pipe- -/// joined agent.key list plus task.key list — pure configuration text, no instance id — so -/// two different customers running the same published crew template produce the SAME crew_key -/// forever, and every run of one deployment shares it. Joining on it would merge unrelated -/// tenants' conversations. -/// -/// * `crew_id` (wire): uuid4 minted per Crew OBJECT (str(crew.id), _wrappers.py:482). It is -/// constant across all 6 turns here only because the fixture builds one Crew and calls -/// kickoff() once; a server that constructs a Crew per request gets a fresh value per RUN, -/// and a module-level Crew gets one value for the whole PROCESS lifetime. Instance -/// granularity masquerading as session granularity — the exact trap §3 warns about. -/// -/// * `task_key` (wire): md5 of the task's description + expected_output (task.py:596-601) -/// (6/25, 5/17, one distinct value per task). Stable across runs and across customers using -/// the same task text; identifies a task TEMPLATE, not an execution and not a session. -/// -/// * `task_id` (wire): uuid4 per Task object (6/25, 5/17). Sub-run granularity — six distinct -/// values inside one fixture 'conversation'. -/// -/// * `graph.node.id` (wire): The agent ROLE string ("Helpful Assistant", "weather_worker"). -/// Constant across every turn in crewai_user, so it looks like a stable correlation key; it -/// identifies an agent definition, not a session or user. -/// -/// * `coding_agent` (source_code): Set process-wide by CrewAI's CommonAttributesSpanProcessor -/// when product telemetry is enabled (telemetry.py:112-121, utils.detect_coding_agent). -/// Values are a closed set (claude_code | cursor | codex | vscode_terminal | non_interactive -/// | unknown) — an environment fingerprint of the machine, never an identity. Not observed -/// here (telemetry disabled). -/// -/// * `service.name` (wire): Harness-set here [H] (crewai-user-flow / crewai-orchestration); in -/// a real deployment it is the app's service name — process identity, never session identity. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * `two_mandatory_instrumentors`: A useful CrewAI trace requires TWO OpenInference packages, -/// and only one of them is crewai's. Installing openinference-instrumentation-crewai alone -/// yields CHAIN/AGENT/TOOL spans with zero token counts, zero model ids and zero prompts — -/// 52% and 47% of the spans in these captures (the entire LLM layer) come from openinference- -/// instrumentation-openai. CrewAI 1.x demoted LiteLLM to an optional extra and calls -/// providers through the native openai SDK, so openinference-instrumentation-litellm would -/// capture nothing; the correct pairing is version-dependent and will change again if CrewAI -/// switches client. -/// -/// * `crewai_product_telemetry_can_leak_into_customer_collectors`: CrewAI ships anonymous -/// product telemetry that is ON BY DEFAULT and installed at import time, exporting to a -/// hardcoded https://telemetry.crewai.com:4319 (telemetry/constants.py). Two consequences for -/// maple. (a) If the customer already installed a real TracerProvider, Telemetry.set_tracer() -/// (telemetry.py:254-268) does NOT create its own — CrewAI's `Crew Created` / `Crew -/// Execution` / `Task Execution` / `Tool Usage` / `Human Feedback` spans are then created by -/// the CUSTOMER's tracer under scope `crewai.telemetry` and shipped to the customer's -/// backend. This is the ordinary OpenInference setup order, so it is likely, not exotic. (b) -/// Regardless of which provider wins, CommonAttributesSpanProcessor is attached to the -/// customer's provider and stamps `coding_agent` on every span it emits. The only clean opt- -/// out is CREWAI_DISABLE_TELEMETRY=true set BEFORE crewai is imported (what this fixture -/// does); OTEL_SDK_DISABLED=true also works but kills the customer's own spans too. -/// -/// * `span_names_are_customer_data`: Every CrewAI span name is built from user-supplied -/// strings: `>.kickoff`, `.._execute_core`, -/// `.run`, `.`. Unnamed crews/flows fall back to a raw -/// uuid in the name (_wrappers.py:249, 267), making span name a high-cardinality, PII- -/// adjacent field. Combined with the algebra's lack of a suffix operator this rules span -/// names out both as matchers and as grouping keys. -/// -/// * `llm_model_attributes_disagree`: On the same ChatCompletion span, -/// llm.invocation_parameters reports "model": "gpt-4o-mini" (CrewAI strips a recognised -/// openai/ prefix before calling the SDK) while llm.model_name, read from the response, says -/// openai/gpt-4o-mini. The secondary model keeps anthropic/claude-haiku-4.5 in both. Neither -/// is reliably the id the customer passed. Additionally llm.system is the literal "openai" on -/// all 21 LLM spans including the 3 anthropic/claude-haiku-4.5 calls, because it names the -/// CLIENT SDK, not the provider — provider attribution keyed on llm.system is silently wrong. -/// llm.provider is not emitted at all. -/// -/// * `no_native_hitl_telemetry`: CrewAI's HITL (Task(human_input=True) -> HumanInputProvider) -/// emits NO span, NO span event and NO attribute — and crewai_user proves it: the two HITL -/// turns really did gate a destructive tool (turn 5 denied, turn 6 approved) yet their -/// subtrees are indistinguishable in shape from an ordinary tool turn (AGENT + 4 -/// ChatCompletion + 2 delete_file.run). Natively the pause is visible only indirectly: a TOOL -/// span whose output.value is APPROVAL_REQUIRED, then the user's reply reappearing inside a -/// later ChatCompletion span's llm.input_messages.N.message.content as "User feedback: …". -/// Nothing in this seed's algebra can detect a HITL gate. CrewAI's own product telemetry does -/// have a `Human Feedback` span (telemetry.py:1134) — reachable only via the leak path above. -/// Earlier revisions of this fixture papered over the gap with a harness -/// `human_approval_gate` span; it was removed on 2026-08-11 because the invisibility is the -/// fixture. -/// -/// * `memory_telemetry_is_events_not_spans`: The instrumentor's four memory wrappers do NOT -/// create spans: _log_span_event (_wrappers.py:340-353) adds a span EVENT named -/// long_term_memory.save / long_term_memory.search / short_term_memory.save / -/// short_term_memory.search to whatever span is current AND flattens the payload onto that -/// span as . attributes (including `value`, `results`, `query` — raw memory -/// content). Not present here twice over: crewai 1.15.12 removed crewai.memory.long_term and -/// .short_term in favour of unified memory, so the wrappers hit the ModuleNotFoundError -/// branch and are never installed. On crewai 1.10.x-era installs these events and attributes -/// appear on AGENT/TOOL spans and would be attributed to whatever span happened to be active. -/// -/// * `graph_node_parent_id_is_not_the_topology`: graph.node.parent_id (4/17 in crewai_agents, -/// 0/25 in crewai_user) is derived from the agent's INDEX IN crew.agents (_find_parent_agent, -/// _wrappers.py:331-338 — 'the previous agent in the list is the parent'), not from -/// execution. The three fanned-out workers are siblings, yet budget_worker reports -/// graph.node.parent_id=weather_worker. It is also absent whenever the agent is first in the -/// list, which is why single-agent crewai_user has none. The real topology is the span -/// parent/child links; graph.node.* must not be used to reconstruct it. -/// -/// * `no_automatic_flush_and_no_export_by_default`: CrewAI registers nothing for customer -/// traces: without the customer's own TracerProvider + exporter, and without an explicit -/// force_flush()/shutdown() before exit, a short-lived CrewAI process exports NOTHING or -/// drops its tail batch. Bounds how much crewai data maple should expect from scripts and CLI -/// usage. -/// -/// * `no_harness_spans`: [H] Both captures are 100% native as of the 2026-08-11 regeneration: -/// 25/25 and 17/17 spans come from openinference.instrumentation.{crewai,openai}, and -/// scenario_a.py / scenario_b.py / common.py contain no tracer, no span, no set_attribute, no -/// set_status and no record_exception (grep-verified). The only harness code left is -/// telemetry.py's TracerProvider + BatchSpanProcessor + OTLPSpanExporter(endpoint) wiring, -/// the CREWAI_DISABLE_TELEMETRY / CREWAI_TRACING_ENABLED env defaults, and -/// force_flush()/shutdown() at exit — all permitted. The prior revision emitted 4 -/// human_approval_gate spans in a `trace-capture.crewai` scope and stamped framework=crewai / -/// capture.id on the resource; both were removed, so the resource is now service.name + -/// telemetry.sdk.* only and the harness bucket is empty in both goldens. -/// -/// * `exception_event_is_native`: The single `exception` span event and the single ERROR status -/// in crewai_agents (fetch_transport_data.run) are NATIVE: _BaseToolRunWrapper calls -/// set_status(ERROR) + record_exception(exception) at _wrappers.py:1080-1084 after starting -/// the span with record_exception=False/set_status_on_exception=False. No scenario code -/// touches it. Unlike google_adk, exception events ARE a usable native CrewAI tool-failure -/// signal — but note CrewAI then swallows the error and feeds 'Error executing tool: …' back -/// to the agent, so the enclosing AGENT and CHAIN spans both end OK. -/// -/// * `batching_is_coarse_and_root_arrives_last`: The BatchSpanProcessor emits one OTLP record -/// per ~2 s flush, each a single resourceSpans block whose scopeSpans array interleaves both -/// instrumentation scopes. Both traces are multi-record and in both the root arrives in the -/// LAST record (root_last: 2) — the CrewAI root ends only when the whole conversation ends, -/// 14.3 s after it started in crewai_user. A root-anchored ingest path would have to buffer -/// the entire conversation. -/// -/// Config variants that change the wire shape (`oi-event-listener`, `oi-genai-semconv`, -/// `crewai-product-telemetry-adopts-app-provider`): recorded in full in the seed's `variants:` -/// block — re-read it before touching this vendor's rules. +/// Decoy keys — never consult these as session candidates: +/// +/// * `crew_key`: an md5 of the crew's CONFIGURATION text, so two customers +/// running the same published template share it forever. +/// * `crew_id`: uuid4 per Crew OBJECT — per-run for a server that builds a Crew +/// per request, process-wide for a module-level one. Instance granularity +/// masquerading as session granularity. +/// * `task_key` / `task_id`: a task TEMPLATE hash and a per-Task uuid4, both +/// sub-run granularity. +/// * `graph.node.id`: the agent ROLE string — a definition, not a run. +/// * `coding_agent`: an environment fingerprint of the machine, stamped +/// process-wide when CrewAI's product telemetry is enabled. +/// * `service.name`: process identity. +/// +/// Traps: +/// +/// * A useful CrewAI trace needs TWO OpenInference packages: the entire LLM layer +/// (tokens, models, prompts) comes from `openinference-instrumentation-openai`. +/// * CrewAI ships anonymous product telemetry that is ON BY DEFAULT and installed +/// at import time. If the customer already registered a TracerProvider, CrewAI +/// adopts it, so its product-analytics spans are created by the CUSTOMER's +/// tracer under scope `crewai.telemetry` and shipped to the customer's backend. +/// * Every CrewAI span name is built from user-supplied strings (crew, agent, task +/// and tool names, with raw uuid fallbacks), so span names are +/// high-cardinality, PII-adjacent customer data — usable only as a suffix test. +/// * HITL emits no span, event or attribute — a gated turn is indistinguishable +/// in shape from an ordinary tool turn. pub const CREWAI: VendorDef = VendorDef { id: VendorId::Crewai, detect: detect_crewai, @@ -951,22 +528,17 @@ pub const CREWAI: VendorDef = VendorDef { prefixes: &["crew_", "flow_", "flow.node."], span_names: &[], session_candidates: &[ - // verdict: C. SessionCandidateDef { key: "session.id", - // Phase 2 (crewai spec §4, integration decision): broadened from the v1 - // scope-equality to "any crewai-classified span", expressed span-locally as - // the vendor's own detect. The v1 scope-eq authority was redundant on the - // scope path and actively wrong on the T2/T3 degradation path: a - // scope-stripped crewai span under using_session() still carries session.id - // (get_attributes_from_context runs at span end regardless of scope naming) - // yet scope-eq authority reported it state 2 instead of resolving. Using - // `detect_crewai` — rather than the spec's literal `|_| true` — is what - // keeps the per-vendor golden histograms byte-identical: the seed-state - // view evaluates crewai's candidates over EVERY span of the capture, and - // `|_| true` would have flipped the 13/8 openinference-openai - // ChatCompletion spans from state 2 to state 3 ({2:13,3:12} → {3:25}), - // which the spec's own zero-movement prediction rules out. + // "Any crewai-classified span", expressed span-locally as the + // vendor's own detect. A scope-equality authority would be redundant + // on the scope path and wrong on the degradation path: a + // scope-stripped crewai span under `using_session()` still carries + // `session.id` (the context attributes are read at span end + // regardless of scope naming). `detect_crewai` rather than + // `|_| true` because the per-vendor golden histograms evaluate + // crewai's candidates over EVERY span of a capture, including the + // sibling instrumentor's. authority: detect_crewai, require_non_empty: true, reject_decoy_values: false, @@ -978,58 +550,37 @@ pub const CREWAI: VendorDef = VendorDef { decoy_values: &[], }; -// Phase-2 predicate (fix-queue CR2, CR3 guarded half, X4; CR1 stays dead — -// cross-span, constraint 1, mitigated by the synthesized openinference-openai -// vendor). Tiered: exact scopes, then a foreign-OI-scope refusal, then -// attr-evidence conjunctions, then a span-name-suffix last resort. The refusal is -// a negation on SCOPE evidence only, so detect stays monotone in span evidence -// and the scope-decided hoist shortcut remains sound. +// Tiered: exact scopes, then a foreign-OpenInference-scope refusal, then +// attribute-evidence conjunctions, then a span-name-suffix last resort. The +// refusal is a negation on SCOPE evidence only, so detect stays monotone in span +// evidence and the scope-decided hoist shortcut remains sound. fn detect_crewai(s: &SpanCtx) -> bool { let scope = s.scope_name(); - // T1 — owned_by: library, source: wire. - // The scope name is the instrumentor package's own module __name__ passed to - // trace_api.get_tracer(__name__, __version__, tracer_provider) - // (openinference/instrumentation/crewai/__init__.py:120-121); version is the package's - // __version__. Library-owned, namespaced, stable, and independent of anything the - // customer names. Catches 12/12 and 9/9 CrewAI spans in the captures — CHAIN kickoff, - // AGENT _execute_core and TOOL run — including the TOOL spans that carry no crew_* key - // at all. No non-CrewAI span was observed in this scope. + // T1 — the instrumentor package's own module path, library-owned and + // independent of anything the customer names. Reaches the TOOL spans that + // carry no `crew_*` key at all. if scope == "openinference.instrumentation.crewai" { return true; } - // T1b — owned_by: library, source: source_code. - // CrewAI's OWN product-analytics tracer name, hardcoded at 21 call sites in - // crewai/telemetry/telemetry.py (trace.get_tracer("crewai.telemetry")). Not observed in - // these captures because the fixture sets CREWAI_DISABLE_TELEMETRY=true, but it reaches - // a CUSTOMER's collector whenever the customer left telemetry at its default and - // installed a TracerProvider before building a Crew (see variants.crewai-product- - // telemetry-adopts-app-provider). Vendor is unambiguously crewai; the spans are product - // analytics, not AI operations (`Crew Created`, `Tool Usage`, `Human Feedback`, …), kept - // vendor=crewai with this caveat per integration decision D-6 — a consumer must not - // treat them as agent/LLM activity, and crewai's AI-span rollups inflate accordingly - // wherever the telemetry-leak variant occurs in production. + // T1b — CrewAI's OWN product-analytics tracer name, reached whenever the + // customer left telemetry at its default and installed a TracerProvider before + // building a Crew. Vendor is unambiguously crewai, but these spans are product + // analytics, not agent/LLM activity, so crewai's AI-span rollups inflate + // wherever the telemetry leak occurs. if scope == "crewai.telemetry" { return true; } - // Refusal — a DIFFERENT OpenInference instrumentor owns this span; never claim it. - // Wire: the 13/25 + 8/17 ChatCompletion spans (openinference.instrumentation.openai) - // carry token counts/models/prompts but zero crewai keys; capture smoke-test carries - // that scope with no CrewAI in the process. Protects the at-most-one-vendor invariant - // against customer attrs colliding with the bare crew_/task_key evidence below. + // Refusal — a DIFFERENT OpenInference instrumentor owns this span; never + // claim it. Protects the at-most-one-vendor invariant against customer + // attributes colliding with the bare `crew_`/`task_key` evidence below. if scope.starts_with("openinference.instrumentation.") { return false; } - // Crewai's own attribute evidence — bare/unnamespaced keys that must never classify - // alone (X4; the v1 standalone matchers were the corpus-safe-by-luck case the plan - // names). Wire counts, crewai_user/crewai_agents: crew_* 7/6 spans - // (_wrappers.py:481-505 kickoff, :391-394 _execute_core); task_key 6/5 - // (_wrappers.py:381, unconditional on _execute_core); the three CrewAI-only BaseTool - // fields tool.result_as_answer / tool.description_updated / tool.cache_function 5/3 - // (_wrappers.py:1055-1076 — the shared tool.name/description/parameters OI-semconv keys - // are deliberately NOT used); flow_* / flow.node.* source_code only - // (_wrappers.py:590-591, 712-713), 0 wire spans, guarded like everything else. + // Crewai's own attribute evidence — bare, unnamespaced keys that must never + // classify alone. The three CrewAI-only BaseTool fields are used deliberately + // instead of the shared `tool.name`/`description`/`parameters` OI-semconv keys. let crewai_attr_evidence = s.any_attr_prefix("crew_") || s.has_attr("task_key") || s.has_attr("tool.result_as_answer") @@ -1041,165 +592,54 @@ fn detect_crewai(s: &SpanCtx) -> bool { return false; } - // T2 — scope-stripped fallback (X4 conjunction + CR3's guarded half). - // openinference.span.kind rides EVERY crewai span (25/25, 17/17 wire) and survives a - // scope rewrite because it is an attribute; coding_agent is stamped by CrewAI's - // CommonAttributesSpanProcessor (telemetry.py:103-122) when product telemetry is on — - // the only rename-proof fingerprint, source_code evidence, 0/42 wire (fixture disables - // telemetry). CR3's process-scoping half stays dead (cross-span, constraint 1): - // coding_agent ALONE must never classify — it is stamped on every span of the host - // provider. Shared-evidence-set reading per the integration decision (the tool.* keys - // participate, not just the queue's literal task_key/crew_/flow_ set). + // T2 — scope-stripped fallback. `openinference.span.kind` rides every crewai + // span and survives a scope rewrite because it is an attribute; + // `coding_agent` is the rename-proof fingerprint, stamped by CrewAI's own + // span processor when product telemetry is on. Neither may classify alone — + // `coding_agent` in particular is stamped on every span of the host provider. if s.has_attr("openinference.span.kind") || s.has_attr("coding_agent") { return true; } - // T3 — span-name suffix last resort (CR2), only reachable with crewai attr evidence in - // hand. Suffix-only because the name prefix is customer data (crew/agent/task/tool - // names, uuid fallbacks — _wrappers.py:239-330). Wire: every crewai-scope span ends in - // exactly one of these (6+5 ._execute_core, 1+1 .kickoff, 5+3 .run). Simulated - // degradation (scope renamed AND all openinference.* attr keys dropped): recovers - // 12/12 and 9/9, 0 misses, 0 foreign matches corpus-wide. The oi-event-listener - // variant's `.execute` / `.llm_call` names are deliberately NOT listed (unexercised, - // over-fit risk; that variant still classifies via T1). + // T3 — span-name suffix last resort, only reachable with crewai attribute + // evidence in hand. Suffix-only because the name PREFIX is customer data. + // Under simulated degradation (scope renamed and all `openinference.*` keys + // dropped) this recovers every crewai-scope span with no foreign matches. let name = s.span_name(); name.ends_with("._execute_core") || name.ends_with(".kickoff") || name.ends_with(".run") } -/// Seed: frameworks/dspy/registry-seed.yaml -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `service.instance.id` (wire): Random uuid4 auto-detected by the OTel Python SDK once per -/// process (sdk/resources/__init__.py:507-528) and stamped on the RESOURCE of every span — -/// 411674cf-... for dspy_user, 8f8942de-... for dspy_agents. Perfectly session-shaped and -/// perfectly stable across a whole capture, which is exactly why it is dangerous: in a script -/// it looks like a session id, in a long-lived server it silently merges every session in the -/// process. Never join on it. -/// -/// * `llm.invocation_parameters` (wire): Byte-identical JSON blob ('{"temperature": 0.0, -/// "max_tokens": 600}') on every LM.__call__ span in a run — a constant that groups like a -/// key but identifies only the sampling config, in the same family as -/// langsmith.trace.session_name. -/// -/// * `metadata` (source_code): The third CONTEXT_ATTRIBUTES entry (using_metadata / -/// using_attributes, context_attributes.py:18-26). Written as a JSON blob under the bare key -/// 'metadata'; customers commonly bury a session or thread id inside it. Not a join key: the -/// algebra cannot reach into a JSON value, and there is no agreed inner field name. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * `no_token_counts_no_cost_anywhere`: DSPy spans carry ZERO usage and ZERO cost data. Not -/// one llm.token_count.*, gen_ai.usage.*, cost, or price key exists on any span in dspy_user -/// or dspy_agents (grep-verified across both records.jsonl). This is a source-level property, -/// not a run artifact: openinference-instrumentation-dspy's attribute surface is exactly -/// {span kind, input/output value+mime, llm.model_name, llm.provider, -/// llm.invocation_parameters, llm.input_messages, llm.output_messages, retrieval.documents} -/// (__init__.py:1157-1171) — no usage extractor exists, and the _LMCallWrapper never touches -/// response.usage. Re-verified against the regenerated 2026-08-11 captures. The dialect DOES -/// define the keys and openinference-instrumentation-openai emits them (crewai_user, same -/// corpus), so a DSPy customer who wants token/cost data must install a SECOND instrumentor -/// beneath DSPy (litellm or openai). Maple must expect DSPy traces with complete -/// prompt/completion content and no measurable spend. NOTES.md previously claimed these keys -/// were present; corrected in the same pass. -/// -/// * `session_id_is_pure_opt_in`: Verdict C is unusually strong here. Nothing in DSPy or the -/// instrumentor mints, defaults, or infers a session id — no uuid4 fallback (contrast -/// google_adk), no config-time id (contrast spring_ai's ChatMemory), no per-run id at all. -/// Absent using_session(), a DSPy trace has NO identifier of any granularity: not a session -/// id, not a run id, not an invocation id. dspy.History, DSPy's own conversation abstraction, -/// is a signature INPUT FIELD whose contents are serialised into input.value — carrying the -/// whole conversation and no key to it. The upside is that when the customer does opt in, -/// coverage is total (every span) and root-start-visible. -/// -/// * `span_amplification`: One logical LLM step is 5 spans: .forward -> Predict.forward -/// -> Predict().forward -> .__call__ -> LM.__call__, with only the last -/// carrying model/messages. ReAct multiplies it by iteration count and adds a synthetic -/// finish.__call__ TOOL span per successful run (6 in dspy_user, 3 in dspy_agents) that is -/// control flow, not a tool call. Observed ratio: 87 spans for a 6-turn chat, 73 spans for -/// one research briefing; 15 and 13 LM.__call__ spans respectively, i.e. ~5 spans of overhead -/// per real model call. Any per-span cost model or 'LLM calls' rollup must count -/// openinference.span.kind=LLM only. -/// -/// * `signature_names_are_erased`: Predict span names read Predict(StringSignature).forward, -/// not the customer's signature class name, whenever the signature was built dynamically -/// (dspy.ReAct and dspy.ChainOfThought both do this) — 15/15 and 13/13 occurrences here. -/// Combined with module/tool span names being raw customer class names, span.name in DSPy is -/// neither stable nor framework-identifying in either direction. -/// -/// * `adapter_fallback_duplicates_subtrees`: When ChatAdapter fails to parse a completion, DSPy -/// retries the same logical call through JSONAdapter, so one Predict(...).forward span holds -/// TWO adapter children, each with its own LM.__call__ — a genuine double-charge of the same -/// logical step. Observed during wiring validation (an earlier probe capture held 1 -/// JSONAdapter.__call__ against 6 ChatAdapter.__call__); it did not recur in the 2026-08-11 -/// captures, which are 28/28 ChatAdapter.__call__ and 0 JSONAdapter.__call__. Source-level, -/// not run-specific: dspy/adapters/chat_adapter.py:54-87 constructs a JSONAdapter and retries -/// through it whenever ChatAdapter parsing fails, gated by use_json_adapter_fallback (default -/// True). Dedupe by parent, not by name. -/// -/// * `react_swallows_tool_errors`: The corpus' only DSPy span event is the single `exception` -/// on fetch_transport_data.__call__ (dspy_agents), and it is NATIVE, not [H]: the -/// instrumentor's _ToolCallWrapper opens the span with OTel's default record_exception=True / -/// set_status_on_exception=True (__init__.py:830) and never catches, so the SDK records -/// exception.type/message/stacktrace/escaped and ends the span ERROR (code 2, -/// 'TransportDataError: transport data service unavailable (503)'). It does NOT propagate: -/// dspy.ReAct catches every tool exception and folds 'Execution error in : ...' into -/// its trajectory text, so the parent ReAct.forward and every ancestor end OK. In dspy_agents -/// exactly 1 of 73 spans is ERROR while the run is a business-level failure (a degraded -/// briefing). Worse after de-harnessing: that ERROR span sits in the ORPHAN -/// TransportWorker.forward trace, so the orchestrator trace — the one an operator would open -/// — contains no error at all. Trace-level error rollups keyed on the root will report 100% -/// success for DSPy agents that are failing. -/// -/// * `optimizer_traffic_is_indistinguishable`: dspy.Evaluate and every teleprompter -/// (BootstrapFewShot, MIPROv2, ...) drive dspy.Module.__call__ and dspy.Predict.forward, so -/// an offline compile or eval sweep emits spans identical in scope, name grammar and -/// attribute set to production serving traffic, at orders-of-magnitude higher volume and -/// typically with heavy internal threading (hence the orphan-trace behaviour, at scale). -/// Nothing in the algebra — and nothing on the wire — separates a DSPy optimization run from -/// a DSPy production run. This is the single biggest volume risk for the vendor and it is not -/// addressable by sampling rules maple can write. -/// -/// * `thread_fanout_orphans_are_native`: DSPy fan-out shreds the trace. -/// `ThreadPoolExecutor.submit` does not copy contextvars, and dspy.Parallel/ParallelExecutor -/// copies only its own thread_local_overrides ContextVar (dspy/utils/parallelizer.py) — never -/// the full contextvars.Context — so the OTel current span never reaches the worker thread -/// and each worker's outermost .forward starts a BRAND-NEW parentless trace. The -/// 2026-08-11 dspy_agents capture is the direct evidence: 4 traces for one briefing, 3 of -/// them orphans (61/73 spans), the three worker roots starting within 0.6 ms of each other -/// (real parallelism) and one of them holding the run's only ERROR span. An earlier version -/// of this fixture hid the effect with an explicit otel_context.attach() inside each worker; -/// that was removed per REVIEW_IMPLEMENTATION §2 — the broken shape IS the fixture. -/// Consequences for maple: a DSPy fan-out has no trace-level parent, no session key, and no -/// ordering signal beyond wall-clock; trace-per-request assumptions fail, and the same -/// mechanism applies at scale to dspy.Evaluate and every teleprompter (which thread -/// internally by default). -/// -/// * `scope_version_is_the_instrumentor_not_dspy`: scope.version is 0.1.38 — openinference- -/// instrumentation-dspy's version, passed as __version__ to get_tracer (__init__.py:86-87). -/// It tracks the instrumentor's release line, not dspy 3.3.0. Nothing on the wire reveals -/// which DSPy version produced the trace, so version-gated ingest behaviour cannot key on -/// scope.version. -/// -/// * `all_spans_are_internal_and_ok`: Every span in both captures is SpanKind INTERNAL (kind=1) -/// — span kind carries no information for DSPy, matching 15/22 corpus frameworks. Statuses -/// are equally uninformative: every wrapper explicitly sets OK (code 1), so 87/87 + 72/73 -/// spans are OK and the lone ERROR is the tool span above. There is no UNSET span anywhere, -/// which is itself a de-harnessing tell — the pre-2026-08-11 captures had 15 UNSET spans and -/// all 15 were fixture-made. -/// -/// * `no_container_span_means_no_turn_boundary`: The instrumentor's outermost span is whatever -/// .forward the app calls first, so there is no session, request, turn or invocation -/// container. dspy_user is 6 independent traces rooted at ChatAssistant.forward, one per -/// turn, and nothing on the wire says they belong together or in what order (start timestamps -/// only). A customer who wants turn boundaries must create them: either a surrounding -/// framework span (HTTP server, task queue) or using_session(). Maple cannot infer a DSPy -/// conversation from the trace graph — there is no edge to infer it from. -/// -/// Config variants that change the wire shape (`openinference-genai-semconv`): recorded in full -/// in the seed's `variants:` block — re-read it before touching this vendor's rules. +/// Decoy keys — never consult these as session candidates: +/// +/// * `service.instance.id`: OTel-Python's per-PROCESS uuid4, on the resource of +/// every span. In a script it looks like a session id; in a long-lived server +/// it silently merges every session in the process. +/// * `llm.invocation_parameters`: a byte-identical JSON blob per run. It groups +/// like a key but identifies the sampling config. +/// * `metadata`: an opaque JSON blob customers commonly bury a session id inside. +/// Not reachable — there is no agreed inner field name. +/// +/// Traps: +/// +/// * DSPy spans carry ZERO usage and ZERO cost data — the instrumentor has no +/// usage extractor. A customer who wants token/cost data must install a second +/// instrumentor beneath DSPy (litellm or openai). +/// * Nothing in DSPy mints, defaults or infers an identifier of any granularity. +/// Absent `using_session()`, a DSPy trace has no session id, no run id and no +/// invocation id. `dspy.History` is a signature INPUT FIELD serialised into +/// `input.value` — the whole conversation, and no key to it. +/// * `dspy.ReAct` swallows tool exceptions, so a failing agent leaves one ERROR +/// span under an all-OK ancestry and root-keyed error rollups report success. +/// * Thread fan-out shreds the trace: neither `ThreadPoolExecutor.submit` nor +/// DSPy's own parallel executor copies the OTel context, so each worker's +/// outermost `forward` starts a BRAND-NEW parentless trace with no session key +/// and no ordering signal beyond wall clock. `dspy.Evaluate` and every +/// teleprompter thread internally by default. +/// * `scope.version` is the instrumentor's release, not dspy's, so version-gated +/// ingest behaviour cannot key on it. +/// * The outermost span is whatever module the app calls first, so there is no +/// session, request, turn or invocation container — a conversation cannot be +/// inferred from the trace graph. pub const DSPY: VendorDef = VendorDef { id: VendorId::Dspy, detect: detect_dspy, @@ -1207,7 +647,6 @@ pub const DSPY: VendorDef = VendorDef { prefixes: &[], span_names: &[], session_candidates: &[ - // verdict: C. SessionCandidateDef { key: "session.id", authority: |s| s.scope_name() == "openinference.instrumentation.dspy", @@ -1217,7 +656,6 @@ pub const DSPY: VendorDef = VendorDef { granularity: Granularity::Session, granularity_of_value: None, }, - // verdict: C. SessionCandidateDef { key: "user.id", authority: |s| s.scope_name() == "openinference.instrumentation.dspy", @@ -1231,203 +669,61 @@ pub const DSPY: VendorDef = VendorDef { decoy_values: &[], }; -// Phase 2 (fix-queue D1/D2, 2026-08-13): re-adjudicated, shape CONFIRMED — the exact -// scope equality below IS the v2 rule (integration decision D-1). DSPy has no -// attribute namespace of its own: its entire key surface is the shared OpenInference -// dialect (emitted identically by 5 sibling corpus scopes), its span names are -// customer Python identifiers, and its resource is stock OTel-Python. D1's span-name -// grammar (`Predict(...).forward` / `.forward|.__call__` suffixes) stays DECLINED: -// simultaneously too weak to be evidence (any framework producing .forward -// collides — a customer module named Predict in ANY OpenInference framework matches -// the "strong" form) and unnecessary while the scope holds; with D-1 the scope-loss -// outcome is unknown:openinference via openinference.span.kind (160/160 coverage), -// the honest ceiling. D2's nearest-dspy-ancestor attribution for nested -// litellm/openai scopes stays DO-NOT-FIX: constraint 1 blocks it and the wire proves -// it unorderable anyway (9/9 multi-batch dspy traces are root-LAST). Read-path -// consequence, preserved deliberately: a DSPy trace's per-trace vendor is a SET, and -// the token-bearing spans belong to the inner vendor — dspy's own spans carry zero -// usage/cost keys. Rules here must also stay VALUE-BLIND: openrouter's capture -// contains 'openinference.instrumentation.dspy' as traceback TEXT inside prompt -// payload values (dspy scenario file paths recorded provider-side) — a -// value-substring rule would cross-fire there; scope equality cannot. +// Exact scope equality is the whole rule, deliberately. DSPy has no attribute +// namespace of its own — its entire key surface is the shared OpenInference +// dialect that five sibling corpus scopes emit identically — its span names are +// customer Python identifiers, and its resource is stock OTel-Python. A span-name +// grammar (`Predict(...).forward`, `.forward`/`.__call__` suffixes) is both too +// weak to be evidence and unnecessary while the scope holds; on scope loss the +// honest outcome is `unknown:openinference` via `openinference.span.kind`. +// +// Rules here must stay VALUE-BLIND: the openrouter capture contains the string +// `openinference.instrumentation.dspy` as traceback TEXT inside prompt payload +// values, so a value-substring rule would cross-fire there. Scope equality cannot. fn detect_dspy(s: &SpanCtx) -> bool { - // owned_by: library, source: wire. - // Derived from the instrumentor package's own module path: DSPyInstrumentor._instrument - // does trace_api.get_tracer(__name__, __version__, tracer_provider) at - // openinference/instrumentation/dspy/__init__.py:86-87, where __name__ is literally - // 'openinference.instrumentation.dspy'. Library-owned, namespaced, and unchangeable by - // the app (the app can only swap the TracerProvider). Catches 87/87 + 73/73 spans — - // every span in both captures, which after the 2026-08-11 de-harnessing are 100% native - // — including the zero-payload adapter and module spans that no attribute rule can - // reach. This is the ONLY DSPy discriminator that exists — see the seed's - // attr_matchers.why and algebra_violations. + // The instrumentor package's own module path, unchangeable by the app. It + // reaches the zero-payload adapter and module spans no attribute rule can, and + // it is the ONLY DSPy discriminator that exists. s.scope_name() == "openinference.instrumentation.dspy" } -/// Seed: frameworks/effect_ai/registry-seed.yaml -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `gen_ai.response.id` (wire): Provider generation id -/// (`gen-1785983725-oBoxbOOzp5dMRarKSjdf`), one distinct value per LLM call — 10 distinct in -/// effect_ai_user's single 6-turn session. Session-shaped opaque token; correlates one -/// request. -/// -/// * `http.response.header.x-generation-id` (wire): The SAME OpenRouter generation id, -/// duplicated onto the http.client POST span by @effect/platform's blanket response-header -/// capture. Doubly tempting because it appears on a second span type and looks like a cross- -/// span join key; it joins one LLM call to its HTTP span, nothing more. -/// -/// * `service.name` (wire): Process identity. Uniquely dangerous in this framework because it -/// is ALSO the instrumentation scope name (internal/tracer.js:273), so it shows up as a per- -/// app constant in two different places and reads like a stable grouping key. It is constant -/// forever for a deployment — joining on it merges every session of every user into one. -/// -/// * `effect.fiberId` (wire): SPAN EVENT attribute (never a span attribute) on every -/// Effect.log* event, e.g. `#15`/`#16`/`#17` for the three parallel workers. Identifies a -/// fiber — finer-grained than a run, recycled within a process. -/// -/// Harness-only keys in the fixture captures (not framework signal): `session.id`, -/// `capture.id`, `framework.name`, `conversation.turn`. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * `single_trace_whole_session`: effect_ai_user is the ONLY corpus capture in which one trace -/// covers an entire multi-turn session: all 6 turns, 62 spans, one trace id, one root. This -/// is not a framework guarantee — it follows from the scenario running the whole conversation -/// inside one Effect.withSpan in one process. It matters twice: it is why trace id -/// accidentally substitutes for a session key here (see unlinkable_populations), and it is -/// why spans_per_turn for this capture is measured as the user_turn.N SUBTREE size -/// (6/6/6/12/12/19, +1 root = 62) rather than spans-per-trace as in the trace-per-turn -/// frameworks. -/// -/// * `failure_repaints_the_whole_ancestry`: An Effect failure sets ERROR on every enclosing -/// span, not just the one that failed, because each ancestor's Effect also fails. The -/// effect_ai_probe capture (not a golden) shows one provider transport error turning -/// http.client POST, LanguageModel.generateText, Chat.generateText, agent_step.assistant, -/// agent.assistant, user_turn.4 AND the trace root all ERROR from one cause — 7 red spans, -/// one incident. Any error-rate or error-count metric over Effect spans is inflated by trace -/// depth. The inverse also holds: with a tool declared failureMode: "return", the failure is -/// caught inside Toolkit.handle, so Toolkit.handle stays OK and only the handler's own span -/// is red — if the customer wrote no handler span, the failure is invisible. -/// -/// * `status_ok_is_stamped_explicitly`: Effect sets StatusCode.OK on EVERY successful span -/// (internal/tracer.js:88-91), so 105/106 spans here have status code 1 rather than the UNSET -/// (0) that most instrumentation leaves. Consumers that treat 'has an explicit status' as a -/// signal, or that count OK-vs-UNSET, will read Effect traces differently from every other -/// framework in the corpus. -/// -/// * `attribute_types_are_preserved`: Unlike spring_ai's Micrometer bridge, Effect preserves -/// OTLP scalar types: intValue/boolValue/doubleValue survive -/// (gen_ai.usage.input_tokens=intValue 138, conversation.approval_gated=boolValue false). But -/// anything non-scalar is stringified by Inspectable.toStringUnknown with 2-space -/// indentation, so arrays arrive PRETTY-PRINTED as JSON text: gen_ai.response.finish_reasons -/// is the string "[\n \"stop\"\n]", never an arrayValue. Parsers must handle whitespace -/// inside these values. gen_ai.request.temperature=0 also arrives as intValue, not -/// doubleValue. -/// -/// * `span_names_are_module_paths_not_operations`: GenAI semconv would name the LLM span `chat -/// openai/gpt-4o-mini` with SpanKind.CLIENT; @effect/ai names it `LanguageModel.generateText` -/// with SpanKind.INTERNAL. Every span in both captures is INTERNAL except the 18 http.client -/// POST spans (CLIENT). Span kind is useless for classification here, and any UI that derives -/// an operation label from the span name will show the TypeScript method rather than the -/// model or the tool — the tool name lives in the bare `tool` attribute, not in the -/// `Toolkit.handle` span name. -/// -/// * `no_agent_loop_in_the_library`: LanguageModel.generateText is SINGLE-SHOT: one provider -/// request, tool calls resolved, results NOT fed back. The loop, the agent identity, the -/// worker fan-out and the HITL gate are all caller-written, so two Effect AI apps can produce -/// completely different trace shapes from the same library. This is the root cause of -/// false_negatives entry 1 and of the framework having no session: the library models a call, -/// not a conversation. -/// -/// * `hitl_is_simulated_and_the_deny_branch_leaves_no_tool_span`: [H] @effect/ai has no -/// interrupt / approval / resumable-run mechanism of any kind (no `interrupt`, nothing in -/// Tool/Toolkit). The hitl.* spans are the fixture's. Fixture-shape consequence to keep in -/// mind when reading the capture: in the deny turn the model asked in prose and never called -/// delete_file, so effect_ai_user contains NO failed delete_file span — the denial appears -/// only as hitl.user_decision{approved=false} plus the absence of a tool call, while the -/// approve turn shows the full hitl.request_approval -> tool.delete_file chain. -/// -/// * `two_records_per_scenario_by_scope_close`: Export is BatchSpanProcessor + a scoped flush: -/// NodeSdk.layer's release runs forceFlush() then shutdown() when the program scope closes -/// (NodeSdk.js:21), so there is no shutdown() call to make and no lost-spans-on-exit failure -/// mode. Both captures are exactly 2 records (one 5 s timer tick, one final flush) with the -/// root arriving last in both — the standard root-last pattern, at n=2. -/// -/// * `app_spans_are_the_customer_idiom_not_a_fidelity_violation`: [H] §2 FIDELITY JUDGMENT -/// (2026-08-11, re-review): the 49 harness spans were audited span-population by span- -/// population against 'would an unmodified real customer app plausibly contain this?' and ALL -/// were kept — effect_ai is the corpus case where harness spans and customer app spans are -/// the same artefact. An Effect application IS a tree of Effect.withSpan / Effect.fn spans: -/// the framework creates no root, no agent, no loop, no turn, no session and no HITL, so an -/// app that did NOT write these spans would be a LESS representative fixture, not a cleaner -/// one (strip the roots and Chat.generateText becomes the root — an attribute-less span, see -/// customer_realism_gap). Per population: scenario_*.* roots = the app entrypoint every -/// Effect service has; user_turn.N + session.id = the injection point that IS this -/// framework's only session mechanism (see session.candidates.why); agent.* / agent_step.* = -/// the caller-written loop the library forces (see no_agent_loop_in_the_library); worker.* / -/// orchestrator.fan_out / agent.orchestrator / agent.summary_agent = orchestration the -/// library has no concept of; tool.* = Effect.fn handlers, the default Effect way to write a -/// function, and the reason the failureMode:"return" error is visible at all; hitl.* = -/// simulated because the library has no interrupt (see -/// hitl_is_simulated_and_the_deny_branch_leaves_no_tool_span). Verified negative on all four -/// removal triggers: ZERO raw-OTel usage (no @opentelemetry/api import, no -/// getTracer/startSpan/setAttribute/recordException/setStatus/addEvent anywhere under src/), -/// ZERO trace-capture.* scopes, ZERO shape repairs (nothing re-parents, merges or orphan- -/// fixes a native span), and ZERO native-span mutation — wire-confirmed: the complete -/// attribute set of the native spans is LanguageModel.generateText{gen_ai.*, toolChoice, -/// concurrency}, Toolkit.handle{tool, parameters}, Chat.generateText{} with no events on any -/// of them, so all 9 Effect.annotateCurrentSpan calls demonstrably landed on spans the -/// scenario itself opened (harness_mutated_spans: 0). -/// -/// * `harness_writes_gen_ai_request_model_onto_app_spans`: [H] Fixture artefact kept -/// deliberately, recorded so it is never read as native: 4 harness spans carry the semconv -/// key gen_ai.request.model — scenario_a.user_flow (scenario-a.ts:102) and the three worker.* -/// spans (scenario-b.ts:39) — alongside agent.model. It is plausible customer behaviour (apps -/// do tag their own agent spans with semconv keys) and it is not maple dialect, so §2 does -/// not require its removal, but it has one consequence: this vendor's matchers are span-name- -/// based and correctly ignore all 4 (harness_matched: 0), while an UNKNOWN-TIER rule shaped -/// as key_prefix("gen_ai.") would classify them. The fallback_fingerprints count -/// (gen_ai.operation.name on 10/62 + 8/44, LanguageModel.generateText only) is the native -/// population and is unaffected — operation.name appears on no harness span. Any consumer -/// measuring 'gen_ai spans' by namespace rather than by this key will read 66/62 and 47/44. -/// -/// * `harness_spans_are_the_whole_agent_layer`: [H] 30/62 and 19/44 spans are harness-authored -/// via Effect.withSpan / Effect.fn (agent.*, agent_step.*, worker.*, user_turn.*, tool.*, -/// hitl.*, orchestrator.fan_out, scenario_a.user_flow, scenario_b.orchestration), and both -/// trace roots are among them. Unlike spring_ai's ObservationRegistry spans these are not -/// disguised as framework spans — but they DO land in the framework's scope (there is only -/// one scope), so scope is again no help; provenance is. None of them matches a vendor rule -/// (harness_matched: 0) and none mutates a native span (harness_mutated_spans: 0): every -/// Effect.annotateCurrentSpan call in the scenarios targets a span the scenario itself -/// opened. -/// -/// * `phase_2_tier_split` (2026-08-13, queue E1–E3): this vendor owns no attribute namespace — -/// the complete native span-attribute key set across all 39 @effect/ai spans is generic -/// `gen_ai.*` plus the four bare words `tool`, `parameters`, `toolChoice`, `concurrency` -/// (no `effect.*` span attribute exists; `effect.fiberId`/`effect.logLevel` are span-EVENT -/// attributes on harness spans). So detection is span-name-first, and phase 2 splits the 13 -/// names by distinctiveness rather than adding a namespace rule that has nothing to match: -/// the 6 ordinary-English `Class.method` names are guarded by Effect-ecosystem evidence, -/// the 7 module-path names stay standalone, and the `toolChoice`+`concurrency` pair is the -/// guarded rename-proof last resort. Full rename-proofing is impossible for this vendor. -/// -/// Config variants that change the wire shape (`otlp-tracer`, `effect-v4-unstable-ai`): -/// recorded in full in the seed's `variants:` block — re-read it before touching this vendor's -/// rules. +/// Decoy keys — never consult these as session candidates: +/// +/// * `gen_ai.response.id` and its duplicate +/// `http.response.header.x-generation-id`: the provider generation id, one per +/// LLM call. The duplicate is doubly tempting — it appears on a second span type +/// and reads like a cross-span join key. +/// * `service.name`: process identity, and uniquely dangerous here because it is +/// ALSO the instrumentation scope name, so it looks like a stable grouping key +/// in two different places. +/// * `effect.fiberId` (a span-EVENT attribute): a fiber is finer than a run and +/// recycled within a process. +/// +/// Traps: +/// +/// * Non-scalar values are stringified with 2-space indentation — +/// `gen_ai.response.finish_reasons` arrives as `"[\n \"stop\"\n]"`, never an +/// array. Effect also stamps `StatusCode.OK` on every successful span. +/// * Span names are TypeScript module paths, not operations; the tool name lives +/// in the bare `tool` attribute, not in the `Toolkit.handle` span name. +/// * `LanguageModel.generateText` is SINGLE-SHOT. The loop, the agent identity, +/// the fan-out and any HITL gate are all caller-written, so two Effect AI apps +/// can produce completely different trace shapes from the same library — which +/// is also why the framework has no session key. +/// * The library owns no attribute namespace: the complete native span-attribute +/// key set is generic `gen_ai.*` plus the bare words `tool`, `parameters`, +/// `toolChoice` and `concurrency`. Detection is therefore span-name-first, and +/// full rename-proofing is impossible for this vendor. pub const EFFECT_AI: VendorDef = VendorDef { id: VendorId::EffectAi, detect: detect_effect_ai, keys: &[ "telemetry.sdk.name", - // Resource key read by the `scope.name == service.name` guard leg (queue - // E2); declared here because `resource()` reads the same prefiltered view - // as `attr()` (claude_agent_sdk's `service.name` clause is the precedent). + // Resource key read by the `scope.name == service.name` guard leg; + // declared here because `resource()` reads the same prefiltered view as + // `attr()`. "service.name", - // Tier-3 bare-word conjunction (queue E3). + // Tier-3 bare-word conjunction. "toolChoice", "concurrency", ], @@ -1435,117 +731,82 @@ pub const EFFECT_AI: VendorDef = VendorDef { span_names: EFFECT_AI_SPAN_NAMES, session_candidates: &[], decoy_values: &[ - // wire: The literal 9-character string, not a missing value. Effect's - // unknownToAttributeValue (internal/utils.js:13-20) falls through to - // Inspectable.toStringUnknown, so an unset option is serialised as the text - // `undefined`: 10/10 and 8/8 LanguageModel.generateText spans carry - // concurrency="undefined" and 10/10 + 6/8 carry toolChoice="undefined". Any future or - // customer-supplied key routed through Effect's attribute path can be present-but- - // meaningless in exactly this way, which `present()` and `non_empty` both wave through. + // The literal 9-character string, not a missing value: Effect serialises + // an unset option as the text `undefined`, which `present()` and + // `non_empty` both wave through. Any key routed through Effect's + // attribute path can be present-but-meaningless this way. "undefined", ], }; -/// The @effect/ai operation span names (source: wire for the first three, -/// source_code for the rest). Span names are the module-path method names the -/// library itself opens spans under — the one span-name family in the tables, -/// kept as a named const because it doubles as the vendor's declared span-name -/// hint (the prefilter dispatches span names by EXACT match, so every name a -/// clause compares has to be in this list). +/// The @effect/ai operation span names — the module-path method names the library +/// itself opens spans under, and the vendor's declared span-name hint (the +/// prefilter dispatches span names by EXACT match, so every name a clause +/// compares has to be in this list). The first three are wire-observed; the rest +/// are read out of the library source. /// -/// Phase 2 splits the set in two by *how distinctive the name is*, not by -/// provenance: [`EFFECT_AI_GUARDED_SPAN_NAMES`] is the ordinary-English subset -/// that only classifies alongside Effect-ecosystem evidence; the remainder -/// (`LanguageModel.*`, `EmbeddingModel.*`, `PersistedChat.*`) are unambiguous +/// The set is split by *how distinctive the name is*: +/// [`EFFECT_AI_GUARDED_SPAN_NAMES`] is the ordinary-English subset that only +/// classifies alongside Effect-ecosystem evidence; the remainder are unambiguous /// TypeScript module paths and stay unguarded, so a collector that rewrites the /// resource cannot un-classify the token-bearing spans. const EFFECT_AI_SPAN_NAMES: &[&str] = &[ - // source: wire. "LanguageModel.generateText", - // source: wire. "Chat.generateText", - // source: wire. "Toolkit.handle", - // source: source_code. "LanguageModel.streamText", - // source: source_code. "LanguageModel.generateObject", - // source: source_code. "Chat.streamText", - // source: source_code. "Chat.generateObject", - // source: source_code. "Chat.export", - // source: source_code. "Chat.exportJson", - // source: source_code. "EmbeddingModel.embed", - // source: source_code. "EmbeddingModel.embedMany", - // source: source_code. "PersistedChat.get", - // source: source_code. "PersistedChat.getOrCreate", ]; /// The ordinary-English `Class.method` subset of [`EFFECT_AI_SPAN_NAMES`]: names -/// that any tracer on earth could plausibly emit (the seed's own -/// `false_positives.why` names exactly these shapes). Phase 2 guards them with +/// any tracer on earth could plausibly emit. These classify only with /// Effect-ecosystem evidence; the rest of the set stays unguarded. const EFFECT_AI_GUARDED_SPAN_NAMES: &[&str] = &[ - // wire: 10/62 + 6/44. "Chat.generateText", - // source: source_code. "Chat.streamText", - // source: source_code. "Chat.generateObject", - // source: source_code. "Chat.export", - // source: source_code. "Chat.exportJson", - // wire: 2/62 + 3/44. "Toolkit.handle", ]; /// Leg 1 of the Effect-ecosystem guard, and the only leg strong enough to carry a /// span name that is ordinary English (tier 2 below). /// -/// source: wire. -/// NATIVE and hardcoded: @effect/opentelemetry Resource.configToAttributes -/// (Resource.js:23-33) always writes telemetry.sdk.name="@effect/opentelemetry" plus -/// telemetry.sdk.language=nodejs|webjs, and notably NO telemetry.sdk.version. Wire- -/// confirmed identical on 100% of resourceSpans blocks in both captures, and on zero -/// spans anywhere else in the corpus. It identifies the process as an Effect app that -/// wired @effect/opentelemetry's NodeSdk/WebSdk — NOT as an AI app and NOT the span as -/// an AI span: an Effect HTTP service with no @effect/ai dependency emits the identical -/// resource, and inside these very captures 10/62 and 8/44 spans under it are plain HTTP -/// client spans (maple's own Effect backend would satisfy it too). Absent entirely under -/// the otlp-tracer variant, which is why leg 2 exists at all. +/// `@effect/opentelemetry` always writes `telemetry.sdk.name="@effect/opentelemetry"`. +/// It identifies the process as an Effect app that wired that package — NOT as an +/// AI app and NOT the span as an AI span: an Effect HTTP service with no +/// `@effect/ai` dependency emits the identical resource, and plain HTTP client +/// spans inside these very captures satisfy it. Absent entirely under the +/// otlp-tracer wiring, which is why leg 2 exists. fn effect_opentelemetry_resource(s: &SpanCtx) -> bool { s.resource("telemetry.sdk.name") == Some("@effect/opentelemetry") } -/// Effect-ecosystem evidence — a GUARD, never a classifying clause: both legs hold -/// on processes that have no @effect/ai dependency at all (see the per-leg notes), -/// and leg 2 holds on 5,153/5,153 openrouter spans, whose asserted FP ceiling is -/// zero vendor claims. +/// Effect-ecosystem evidence — a GUARD, never a classifying clause: both legs +/// hold on processes with no `@effect/ai` dependency at all, and leg 2 holds on +/// 100% of the corpus' openrouter capture, whose false-positive ceiling is zero +/// vendor claims. /// -/// Used by tier 3 ONLY. Tier 3's other conjunct (`toolChoice` ∧ `concurrency`, keys -/// that co-occur on zero spans in every other capture) is specific enough to make -/// leg 2 a widening of a narrow clause; tier 2's other conjunct is a set of -/// ordinary-English `Class.method` names, where leg 2 would be a widening of a broad -/// one — see the tier-2 note. +/// Used by tier 3 ONLY. Tier 3's other conjunct (`toolChoice` ∧ `concurrency`, +/// keys that co-occur on no other capture's spans) is specific enough that leg 2 +/// widens a narrow clause; tier 2's other conjunct is a set of ordinary-English +/// names, where leg 2 would widen a broad one. fn effect_ecosystem_evidence(s: &SpanCtx) -> bool { effect_opentelemetry_resource(s) - // source: wire (queue E2). - // The structural fingerprint of @effect/opentelemetry's tracer: the scope name IS - // the app's service.name (internal/tracer.js:273 for NodeSdk; OtlpTracer.js:19-21 - // for the otlp-tracer variant, where leg 1 is absent — so this is the only - // Effect-ecosystem evidence that survives BOTH wiring variants). Wire: holds on - // 106/106 effect_ai spans (scope "effect-ai-user"/"effect-ai-agents" == service.name). - // NEVER alone: the openrouter capture satisfies it on 5,153/5,153 spans (scope - // "openrouter" == service.name "openrouter"). Non-empty equality, so an app with no - // service.name (nameless scope, OTel getTracer does not coerce) fails closed. + // The structural fingerprint of @effect/opentelemetry's tracer: the scope + // name IS the app's service.name. This is the only Effect-ecosystem + // evidence that survives BOTH wiring variants — but it is NEVER usable + // alone: the openrouter capture satisfies it on every span. Non-empty + // equality, so an app with no service.name fails closed. || match (s.scope_name(), s.resource("service.name")) { ("", _) => false, (scope, Some(service)) => scope == service, @@ -1556,53 +817,36 @@ fn effect_ecosystem_evidence(s: &SpanCtx) -> bool { fn detect_effect_ai(s: &SpanCtx) -> bool { let name = s.span_name(); - // -- Tier 2: ordinary-English Class.method names, GUARDED (phase-2, queue E1/E2). - // Chat.js:87-131, Toolkit.js:105. Wire: Chat.generateText 10/62 + 6/44 (zero - // attributes — the name is its only signal); Toolkit.handle 2/62 + 3/44 (bare - // `tool`/`parameters`). Before phase 2 these bare eq rules classified ANY span named - // `Chat.export` or `Toolkit.handle`, from any tracer, as effect_ai. The guard costs - // zero corpus recall (all 12 + 9 golden spans carry telemetry.sdk.name) and is an - // explicit FP-vs-FN trade: an Effect app on the otlp-tracer variant behind a collector - // that REWRITES service.name loses these spans entirely (they carry no other evidence) - // — accepted, because an FP mislabels another tenant's data while this FN only - // degrades to unclassified. Integration decision: guard the 6, keep tier 1 unguarded. + // -- Tier 2: ordinary-English Class.method names, GUARDED. Unguarded these + // would classify ANY span named `Chat.export` or `Toolkit.handle`, from any + // tracer, as effect_ai. Explicit FP-vs-FN trade: an Effect app on the + // otlp-tracer wiring behind a collector that REWRITES service.name loses these + // spans entirely, which is accepted — a false positive mislabels another + // tenant's data, this false negative only degrades to unclassified. // // The guard is leg 1 ALONE, deliberately narrower than tier 3's - // `effect_ecosystem_evidence`. Leg 2 (`scope_name == service.name`) is the - // `getTracer(serviceName)` idiom, not Effect evidence: it holds on 5,153/5,153 - // openrouter spans, i.e. on 100% of one unrelated vendor's traffic. Paired with six - // ordinary-English names — four of which appear on no wire span in the corpus at all - // — it would classify any app using that idiom and emitting a span named - // `Toolkit.handle` or `Chat.export` as effect_ai. Measured cost of dropping it here: - // zero. All 170 effect_ai corpus spans carry leg 1, and no guarded-name span anywhere - // in the corpus lacks it, so the replay, the histogram, the FP ceilings, the - // differential and the exclusivity invariant are all unmoved. The otlp-tracer variant - // leg 2 exists for keeps its coverage in tier 3, where the paired conjunct is specific. + // `effect_ecosystem_evidence`: leg 2 (`scope_name == service.name`) is the + // `getTracer(serviceName)` idiom, not Effect evidence, and paired with six + // ordinary-English names it would classify any app using that idiom. Dropping + // it here costs no corpus recall. if EFFECT_AI_GUARDED_SPAN_NAMES.contains(&name) { return effect_opentelemetry_resource(s); } // -- Tier 1: distinctive @effect/ai module-path span names, unguarded. - // Literals passed to Effect.useSpan / Effect.makeSpanScoped / Effect.fn inside - // @effect/ai 0.37.0 (LanguageModel.js:245/273/304, EmbeddingModel.js:135-171, - // Chat.js:395/399). Wire: LanguageModel.generateText 10/62 + 8/44 (the only - // gen_ai.*-bearing spans); the rest source_code-only. Unambiguous TypeScript module - // paths — zero hits in any other capture — so they stay standalone evidence and a - // resource-mangling collector cannot un-classify the token-bearing spans. + // Unambiguous TypeScript module paths with zero hits in any other capture, so + // a resource-mangling collector cannot un-classify the token-bearing spans. if EFFECT_AI_SPAN_NAMES.contains(&name) { return true; } - // -- Tier 3 (queue E3): rename-proof bare-word conjunction, GUARDED. - // @effect/ai passes toolChoice + concurrency at span creation on every - // LanguageModel.generate* call — the ONLY attributes it passes at creation, so this is - // the one clause with a chance of surviving the effect-v4-unstable-ai variant, where - // every span name changes. Wire: co-occur on 10/10 + 8/8 LanguageModel.generateText - // spans and on zero spans in every other capture (neither key appears anywhere else, - // even singly). Guarded because the keys are unnamespaced English (seed - // algebra_violations #3); the guard is the disjunction so the clause survives the - // otlp-tracer variant too. Corpus-subsumed by tier 1 today — it buys nothing until a - // rename, which is the point. + // -- Tier 3: rename-proof bare-word conjunction, GUARDED. `toolChoice` and + // `concurrency` are the ONLY attributes @effect/ai passes at span creation, so + // this is the one clause with a chance of surviving a release where every span + // name changes. Guarded because the keys are unnamespaced English; the guard + // is the disjunction so the clause survives the otlp-tracer wiring too. + // Subsumed by tier 1 on today's corpus — it buys nothing until a rename, which + // is the point. if s.has_attr("toolChoice") && s.has_attr("concurrency") { return effect_ecosystem_evidence(s); } @@ -1610,173 +854,69 @@ fn detect_effect_ai(s: &SpanCtx) -> bool { false } -/// Seed: frameworks/flue/registry-seed.yaml -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `flue.session.name` (wire): THE decoy of this framework, and the one that looks most like -/// a session key. In flue_user it is the constant `default` on 25/25 spans — a process-wide -/// literal, not an id. In flue_agents it is `default` on the orchestrator's 4 spans and -/// `task:default:` on the other 17: it names Pi's harness session slot and encodes -/// the delegation tree, changing WITHIN a single trace and turn. Joining on it merges every -/// `default` session of every customer. -/// -/// * `flue.parent_session.name` (wire): The other half of the delegation edge; `default` on -/// 17/21 flue_agents spans, absent everywhere in flue_user. Constant-valued, present only on -/// delegated work. -/// -/// * `flue.harness.name` (wire): `default` on 46/46 spans — the Pi harness profile name, a -/// build-time constant. Never varies per customer, session or run. -/// -/// * `flue.submission.id` (wire): sub_, one per dispatch() delivery — 8 distinct values -/// across the 8 flue_user traces sharing ONE conversation id. Session-shaped and stable -/// within a trace, which makes it the most convincing wrong answer; it is a run id. -/// -/// * `flue.operation.id` (wire): op_ per agent operation. Tracks the same granularity as -/// flue.submission.id and is likewise reborn every turn. -/// -/// * `flue.task.id` (wire): task_ per subagent delegation, 17/21 flue_agents spans, 4 -/// distinct values in one trace. Correlates a delegate's subtree, not a session. -/// -/// * `gen_ai.response.id` (wire): Provider response id on every chat span; unique per model -/// call. -/// -/// * `gen_ai.tool.call.id` (wire): Provider tool-call id (call_… / toolu_…). Also stamped on -/// delegated invoke_agent spans as the parent's `task` call id, which makes it look like a -/// parent-child correlation key; it correlates one tool call. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * `session_granularity_rationale`: Why maple treats gen_ai.conversation.id (not -/// flue.instance.id) as THE session key, per §3's multi-granularity rule. Three granularities -/// are live on every Flue span at once: flue.instance.id (durable agent instance — coarser -/// than a session; a long-lived instance holds many conversations), gen_ai.conversation.id -/// (the conversation — session), and flue.submission.id / flue.operation.id (one delivery — -/// run). The middle one is the session because it is the unit that (a) survives across traces -/// — one id over all 8 flue_user traces — and (b) is what the runtime re-loads history under. -/// flue.instance.id is only session-SHAPED here because each scenario is a single process -/// running a single instance; that coincidence is a fixture property, not a Flue property. -/// The subtlety is that the conversation key is also present at a FINER granularity on the -/// same wire: subagent spans carry their own conv_ ids (5 distinct in the one flue_agents -/// trace), so the key must be read only where flue.operation.kind=prompt. docs/session- -/// identity.md's flue row, which calls flue.instance.id THE session key, is stale and -/// contradicted by this seed. -/// -/// * `session_key_arrives_last`: SILENT-ZERO TRAP. gen_ai.conversation.id is on 100% of spans, -/// but the AUTHORITATIVE population is the root invoke_agent span, which ends last and so -/// exports last: 5/5 multi-batch traces are root-last, and only 4/9 traces (all single-batch) -/// have the session key visible in their first record. An ingest that resolves a trace's -/// session on first sight, and does not revisit, silently un-sessions every trace long enough -/// to span two batches — the more spans a turn has, the likelier it is to be lost. Resolution -/// must be revisitable. -/// -/// * `no_gen_ai_system`: Flue emits NO gen_ai.system. It uses the newer gen_ai.provider.name -/// spelling (=openrouter here) and puts the provider's own model id, slashes intact, in -/// gen_ai.request.model (`anthropic/claude-haiku-4.5`) and the span name. Any cross-framework -/// rule or dashboard keyed on gen_ai.system sees nothing for Flue, and provider attribution -/// must read gen_ai.provider.name. -/// -/// * `agent_attribution_is_wrong_on_chat_spans`: gen_ai.agent.name is the ACTING agent only on -/// invoke_agent spans. On the chat and execute_tool spans nested inside a delegate it reports -/// the registered root agent: all 3 `chat` spans under invoke_agent budget_worker say -/// gen_ai.agent.name=ResearchOrchestrator, and flue.agent.name says the same on 21/21 spans -/// (source: dist/index.mjs:159,194 read event.agentName, which identifiers() also feeds). -/// Per-agent token or latency rollups keyed on gen_ai.agent.name are silently wrong for every -/// delegated model call; use span parentage, flue.task.id or flue.session.name. -/// -/// * `content_ships_customer_stack_traces`: Content-on-by-default is not limited to prompts. -/// The one ERROR span in flue_agents carries an `exception` span event whose -/// exception.stacktrace contains absolute filesystem paths of the running application -/// (/Users/.../frameworks/flue/src/tools.ts:53 and node_modules paths). Errors thrown by -/// customer tool code put their source layout on the wire under the default configuration, -/// gated only by { content: false } — which also removes prompts. -/// -/// * `payload_is_mostly_content`: Content attributes are 84% of all span-attribute bytes in -/// flue_user (76.6 KB of 91.6 KB) and 73% in flue_agents, on conversations of 80-word -/// replies. The single largest attribute observed is a 4,973-byte gen_ai.input.messages; the -/// per-span ceiling is 56 KiB. Volume control for Flue is the content policy, not trace count -/// — and unlike sampling, it is a code change (see content_toggles). -/// -/// * `no_error_status_without_a_thrown_error`: Status is UNSET (code 0) on 45/46 spans; the -/// single ERROR is the tool that throws. Flue sets error.type + ERROR status + an exception -/// event together in one place (dist/index.mjs:447-462), so present(error.type) and -/// status.code=ERROR are equivalent for Flue — unlike google_adk, where they diverge. The -/// exception event here is NATIVE, not fixture-injected. -/// -/// * `harness_resource_attributes`: [H] The resource attributes framework.name=flue and -/// framework.version=2.0.3 are the FIXTURE's, from src/telemetry.ts:32-33 — not Flue's. Flue -/// contributes no resource attribute at all. Any earlier note treating them as a native -/// resource-level vendor signal (a resource matcher candidate) is wrong; see -/// classification.resource_matchers.why. -/// -/// * `dedupe_makes_span_counts_uneven`: A delegated subagent produces ONE invoke_agent span -/// (from task_start), not two, because dist/index.mjs:116 suppresses the subagent's own -/// operation_start. That is why 4 of the 5 invoke_agent spans in flue_agents lack -/// flue.operation.kind and gen_ai.input/output.messages coverage differs between root and -/// delegate invocations — not a capture gap. -/// -/// * `delegation_tree_stays_read_path` — F2, adjudicated DECLINED 2026-08-13: -/// `value_prefix(flue.session.name, "task:")` reads orchestrator-vs-delegate attribution, -/// which is attribution, not classification or session keying — plan scope sends it to the -/// read path. Its write-side value would be nil anyway: `flue.task.id` presence already -/// separates the same populations span-locally (17/21 = exactly the `task:*` spans), so the -/// only thing the value adds is the parent edge encoded in it. `flue.session.name` stays a -/// decoy key. -/// -/// * `latent_openai_namespace_cross_fire` (watch item, no action): when -/// `gen_ai.provider.name == "openai"`, Flue's adapter also stamps -/// `openai.api.type=chat_completions|responses` on chat spans (dist/index.mjs:403-408 — -/// source-only, since every corpus request went through OpenRouter). No rule keys on -/// `openai.*` today (openinference-openai is scope-gated), but any future vendor or -/// unknown-tier rule using that prefix will fire on Flue chat spans, which Flue's own -/// predicate also matches. The at-most-one-vendor test is exactly the tripwire for it. -/// -/// * `instance_id_accepts_the_literal_default` (recorded, deliberate): the `flue.instance.id` -/// candidate does not reject decoy values, faithful to the seed's `validation: [non_empty]`. -/// A customer calling `init(agent, { id: "default" })` therefore produces a state-5 hash of -/// `"default"` that collides across every such customer's instance rollups (the hash is -/// unsalted by design). Accepted: an instance name is customer-authored identity, unlike the -/// harness constants the decoy list targets. -/// -/// Config variants that change the wire shape (`cloudflare-workers-tracing`, `custom-tracer- -/// scope`): recorded in full in the seed's `variants:` block — re-read it before touching this -/// vendor's rules. +/// Decoy keys — never consult these as session candidates: +/// +/// * `flue.session.name`: the decoy that looks most like a session key. It is a +/// process-wide literal (`default`) or, on delegated work, +/// `task:default:` — a session-slot name encoding the delegation tree, +/// changing WITHIN one trace. +/// * `flue.parent_session.name`, `flue.harness.name`: constant build/profile names. +/// * `flue.submission.id`, `flue.operation.id`: one per delivery / per agent +/// operation. Session-shaped and stable within a trace, which makes them the +/// most convincing wrong answer; they are run ids. +/// * `flue.task.id`: correlates a delegate's subtree. +/// * `gen_ai.response.id`, `gen_ai.tool.call.id`: per model call / per tool call. +/// The tool-call id is also stamped on delegated `invoke_agent` spans, which +/// makes it look like a parent-child correlation key. +/// +/// Why `gen_ai.conversation.id` and not `flue.instance.id` is THE session key: +/// three granularities are live on every Flue span at once — the durable agent +/// instance (coarser; one instance holds many conversations), the conversation, +/// and the submission/operation (one delivery). The conversation is the unit that +/// survives across traces and that the runtime re-loads history under. +/// +/// Traps: +/// +/// * SILENT ZERO: `gen_ai.conversation.id` is on 100% of spans, but the +/// AUTHORITATIVE population is the root `invoke_agent` span, which ends and +/// exports last. An ingest that resolves a trace's session on first sight and +/// never revisits silently un-sessions every multi-batch trace. +/// * Subagent spans carry their own sub-conversation ids, which is why the +/// authority below restricts to `flue.operation.kind=prompt`. +/// * Flue emits no `gen_ai.system`; provider attribution must read +/// `gen_ai.provider.name`. `gen_ai.agent.name` is the ACTING agent only on +/// `invoke_agent` spans — nested chat and tool spans report the registered ROOT +/// agent, so per-agent rollups keyed on it are wrong for delegated model calls. +/// * `flue.instance.id` deliberately does not reject decoy values: a customer +/// calling `init(agent, { id: "default" })` produces a state-5 hash of +/// `"default"` that collides across every such customer. Accepted — an instance +/// name is customer-authored identity. pub const FLUE: VendorDef = VendorDef { id: VendorId::Flue, detect: detect_flue, keys: &[ "flue.operation.kind", - // Phase-2 F1: the delegation guard on the conversation-id authority. + // The delegation guard on the conversation-id authority. "flue.task.id", ], prefixes: &["flue."], span_names: &[], session_candidates: &[ - // verdict: A — authority extended by phase-2 fix-queue F1. SessionCandidateDef { key: "gen_ai.conversation.id", - // eq-half wire: 8/25 flue_user (one per dispatch, all resolving the SAME - // conv_01KZADQ7NQ… id) and 1/21 flue_agents (the orchestrator root; the - // other 4 invoke_agent spans are delegates carrying their own conv_ ids — - // 5 distinct ids live in that one trace, which is what this authority - // exists to exclude). + // The negation half is vacuous on today's wire — no prompt span + // carries `flue.task.id` — and defends a real shape. A delegated + // subagent produces ONE `invoke_agent` span because the adapter + // suppresses the subagent's own operation_start; if that dedup is ever + // filtered, dropped or refactored away, the delegate's own span + // arrives with kind=prompt PLUS `flue.task.id` and a SUB-conversation + // id, and without this test that id would be promoted to state 6. + // With it the span stays unauthoritative and resolves at instance + // granularity instead, which is correct. // - // Negation half (F1): today 0 prompt spans carry flue.task.id (0/8, 0/1, - // 0/1 across flue_user/flue_agents/flue_smoke) while ALL 17 - // delegate-context spans in flue_agents do, so the guard is vacuous on the - // corpus — it defends a real shape. A delegated subagent produces ONE - // invoke_agent span because dist/index.mjs:116 suppresses the subagent's - // own operation_start; if that dedup guard is ever filtered, dropped or - // refactored away, the delegate's own span arrives with kind=prompt PLUS - // flue.task.id and a SUB-conversation id, and without this test that id is - // promoted to state 6. With it the span stays unauthoritative and resolves - // at instance granularity (state 5) instead, which is correct. - // - // Key ABSENCE, not a value test, deliberately: under the - // cloudflare-workers-tracing variant flue.task.id is kept (seed variants), - // as is flue.operation.kind, so the whole predicate is variant-stable. + // Key ABSENCE rather than a value test, deliberately: the + // Cloudflare-Workers wiring keeps both `flue.task.id` and + // `flue.operation.kind`, so the whole predicate is variant-stable. authority: |s| { s.attr("flue.operation.kind") == Some("prompt") && !s.has_attr("flue.task.id") }, @@ -1786,7 +926,6 @@ pub const FLUE: VendorDef = VendorDef { granularity: Granularity::Session, granularity_of_value: None, }, - // verdict: A. SessionCandidateDef { key: "flue.instance.id", // No authority predicate — every span of the vendor is authoritative. @@ -1799,92 +938,47 @@ pub const FLUE: VendorDef = VendorDef { }, ], decoy_values: &[ - // wire: The value of flue.session.name (46/46 spans) and flue.harness.name (46/46). Any - // candidate resolving to the literal `default` is a harness/session-slot constant, not - // an identity — listed so not_in_decoy_values rejects it if a future Flue version ever - // routes it into a candidate key. + // The value of `flue.session.name` and `flue.harness.name` on every span: + // a harness/session-slot constant, not an identity. Listed so validation + // rejects it if a future Flue version routes it into a candidate key. "default", ], }; fn detect_flue(s: &SpanCtx) -> bool { - // owned_by: library, source: wire. - // Hardcoded in @flue/opentelemetry 2.0.3 dist/index.mjs:94 - // (trace.getTracerProvider().getTracer('@flue/opentelemetry')) — package-scoped, - // library-owned, and the only tracer the adapter ever uses. Catches 25/25 + 21/21 - // spans, including the source-only span types (flue.coordinator, `flue.operation - // shell`) that carry no gen_ai.* key. Standalone evidence because nothing but this - // adapter emits under an npm-scoped tracer name; the one way to break that is the - // customer passing their own shared tracer via options.tracer — see - // variants.custom-tracer-scope and false_positives, in which configuration the - // `flue.` prefix is the discriminator. + // Hardcoded in `@flue/opentelemetry` and the only tracer the adapter ever + // uses; it reaches the span types that carry no `gen_ai.*` key. Standalone + // because nothing but this adapter emits under an npm-scoped tracer name — the + // one way to break that is the customer passing their own shared tracer via + // `options.tracer`, in which case the `flue.` prefix is the discriminator. s.scope_name() == "@flue/opentelemetry" - // source: wire. + // The vendor's own namespace. || s.any_attr_prefix("flue.") } -/// Seed: frameworks/google_adk/registry-seed.yaml -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `gcp.vertex.agent.event_id` (wire): Per-ADK-Event UUID, 23/39 and 22/30 spans, 14 distinct -/// values inside the single google_adk_agents trace. Session-shaped (bare uuid4) and adjacent -/// to session_id in the same namespace, but changes several times per turn. -/// -/// * `gen_ai.tool.call.id` (wire): Provider tool-call id or ADK-synthesised adk-. -/// Repeats across the HITL ask/deny and ask/approve span pairs, which makes it look like a -/// correlation key; it correlates tool calls, not sessions. -/// -/// * `service.name` (wire): Harness-set here [H]; in real deployments it is the app's service -/// name — process identity, never session identity. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * `call_llm_generate_content_double_count`: call_llm and generate_content are near-duplicate -/// nested spans, 1:1 in both captures, with identical durations and overlapping usage attrs. -/// Any per-span LLM-call or token rollup double-counts unless one is dropped — but they are -/// also the seed's two session-candidate populations: dropping call_llm loses the only -/// gcp.vertex.agent.session_id carrier and the content blobs; dropping generate_content loses -/// half the gen_ai.conversation.id carriers. Keep both, dedupe downstream on -/// (gcp.vertex.agent.event_id, parent). -/// -/// * `gen_ai_system_is_not_the_provider`: gen_ai.system is 'gemini' on generate_content -/// (tracing.py:770, guessed regardless of provider) and the literal 'gcp.vertex.agent' on -/// call_llm. Every request here actually went to openrouter/openai/gpt-4o-mini and -/// openrouter/anthropic/claude-haiku-4.5 via LiteLlm. Provider attribution keyed on -/// gen_ai.system is silently wrong; gen_ai.request.model carries the truth. -/// -/// * `execute_tool_placeholder_blobs`: execute_tool spans hardcode -/// gcp.vertex.agent.llm_request/llm_response to the literal string '{}' (tracing.py:225-226) -/// while call_llm carries the real 1.7-8.6 KB blobs. present() matches both — a value-quality -/// fact, not a classification error (the spans ARE google_adk spans); content-aware consumers -/// must check for the placeholder. -/// -/// * `root_anchored_resolution_descends`: §3's root-most-anchoring must be allowed to descend: -/// the anchor is always a child (invoke_agent), never the trace root — a root-only reader -/// gets zero attributes from 9/9 traces. -/// -/// * `harness_injected_exception_event`: [H] The one exception span event and the one ERROR -/// status (google_adk_agents, execute_tool fetch_transport_data) come from -/// scenario_b.py:82-83 (record_exception/set_status in a BasePlugin on_tool_error_callback). -/// Native ADK sets only error.type=TOOL_ERROR and leaves status UNSET. Do not treat exception -/// events or ERROR status as native ADK signals — use present(error.type). Counted in -/// harness_mutated_spans. -/// -/// * `notes_hitl_claim_unverified`: NOTES.md claims the confirmation handshake is visible -/// inside the llm_request/llm_response blobs; the string adk_request_confirmation occurs -/// nowhere in either capture (nor the pre-prune .bak). The HITL flow IS present but only as 4 -/// execute_tool delete_file spans pairing on gen_ai.tool.call.id — no confirmation span, no -/// confirmation attribute; HITL is invisible to any rule in this seed's algebra. -/// -/// * `adk_exports_nothing_by_default`: Runner-driven ADK honours no OTLP env var — a customer -/// scripting ADK must register their own TracerProvider or nothing is sent. Bounds how much -/// google_adk data maple should expect from non-`adk web` deployments. -/// -/// Config variants that change the wire shape (`adk-schema-v2`): recorded in full in the seed's -/// `variants:` block — re-read it before touching this vendor's rules. +/// Decoy keys — never consult these as session candidates: +/// +/// * `gcp.vertex.agent.event_id`: a per-ADK-Event uuid, session-shaped and +/// adjacent to `session_id` in the same namespace, but it changes several times +/// per turn. +/// * `gen_ai.tool.call.id`: repeats across the HITL ask/deny and ask/approve span +/// pairs, which makes it look like a correlation key. It correlates tool calls. +/// * `service.name`: process identity. +/// +/// Traps: +/// +/// * `call_llm` and `generate_content` are near-duplicate nested spans, 1:1, so +/// any per-span LLM-call or token rollup double-counts. Both must be kept — +/// they are the two session-candidate populations. Dedupe downstream on +/// (`gcp.vertex.agent.event_id`, parent). +/// * `gen_ai.system` is `gemini` on `generate_content` regardless of the actual +/// provider. `gen_ai.request.model` carries the truth. +/// * The session anchor is always a child (`invoke_agent`), never the trace root, +/// so a root-only reader gets nothing. +/// * Native ADK sets only `error.type=TOOL_ERROR` and leaves status UNSET — an +/// ERROR status or exception event on an ADK span is not a native signal. +/// * Runner-driven ADK honours no OTLP env var: a customer scripting ADK must +/// register their own TracerProvider or nothing is sent. pub const GOOGLE_ADK: VendorDef = VendorDef { id: VendorId::GoogleAdk, detect: detect_google_adk, @@ -1896,23 +990,15 @@ pub const GOOGLE_ADK: VendorDef = VendorDef { prefixes: &["gcp.vertex.agent."], span_names: &[], session_candidates: &[ - // verdict: A. SessionCandidateDef { key: "gen_ai.conversation.id", - // A v1 `AnyOf`, now a plain `||`. Wire carriers are exactly - // op=invoke_agent (8+7) and op=generate_content (9+8); the value is - // Session.id (tracing.py:170,596), one value across all 8 google_adk_user - // traces. `invoke_workflow` is phase-2 G2 (integration decision: ACCEPTED - // on the source citation, consistent with the claude_agent_sdk precedent - // for source-cited clauses): the adk-schema-v2 root — the implicit DEFAULT - // on Vertex Agent Engine, so real customers hit it without opting in — - // replaces `invocation` with `invoke_workflow {entrypoint}` carrying - // gen_ai.operation.name=invoke_workflow AND gen_ai.conversation.id at span - // start (node_tracing.py:189-211, verified against ADK 2.6.2 source; - // exercised_in_captures: false — 0/131 corpus ADK spans). Without the - // disjunct, the v2 root's conversation.id — the only root-readable session - // key ADK ever emits — would be rejected as unauthoritative (state 2 with - // a valid key in hand). Exact-value test, zero corpus movement. + // Wire carriers are `invoke_agent` and `generate_content` spans; the + // value is the ADK Session id. `invoke_workflow` is the schema-v2 root + // — the implicit DEFAULT on Vertex Agent Engine, so real customers hit + // it without opting in — which carries `gen_ai.conversation.id` at + // span start. Without the disjunct that root's conversation id, the + // only root-readable session key ADK ever emits, would be rejected as + // unauthoritative. authority: |s| { matches!( s.attr("gen_ai.operation.name"), @@ -1925,7 +1011,6 @@ pub const GOOGLE_ADK: VendorDef = VendorDef { granularity: Granularity::Session, granularity_of_value: None, }, - // verdict: A. SessionCandidateDef { key: "gcp.vertex.agent.session_id", authority: |s| s.attr("gen_ai.system") == Some("gcp.vertex.agent"), @@ -1935,7 +1020,6 @@ pub const GOOGLE_ADK: VendorDef = VendorDef { granularity: Granularity::Session, granularity_of_value: None, }, - // verdict: A. SessionCandidateDef { key: "gcp.vertex.agent.invocation_id", authority: |s| s.has_attr("gen_ai.request.model"), @@ -1949,156 +1033,48 @@ pub const GOOGLE_ADK: VendorDef = VendorDef { decoy_values: &[], }; -// Phase 2 (fix-queue G1, 2026-08-13): re-adjudicated, shape CONFIRMED — all three -// clauses are vendor-owned literals; no guard conjunction is needed (X4 does not -// bind) and none was added. G1's `attribute_count == 0` positive discriminator for -// the `invocation` roots stays DECLINED: zero-attribute INTERNAL spans are the least -// distinctive shape in any fleet, the scope clause already classifies all 9 roots, -// and scope loss degrading the root to non-AI is the seed's recorded, accepted -// posture (the other populations fall to unknown:genai via gen_ai.operation.name, -// 22/39 + 21/30). +// All three clauses are vendor-owned literals, so no guard conjunction is needed. +// An `attribute_count == 0` positive discriminator for the attribute-less +// `invocation` roots was declined: zero-attribute INTERNAL spans are the least +// distinctive shape in any fleet, and the scope clause already classifies them. fn detect_google_adk(s: &SpanCtx) -> bool { - // owned_by: library, source: wire. - // Hardcoded in google/adk/telemetry/tracing.py:102 - // (instrumenting_module_name="gcp.vertex.agent", version=ADK release, - // schema_url=Schemas.V1_36_0). Library-owned, namespaced, stable across the package. - // Catches 39/39 + 30/30 spans including the attribute-less `invocation` root, which - // nothing else can classify. No non-AI span was observed in this scope (see - // false_positives for the untested co-tenancy caveat). The adk-schema-v2 variant - // does not rename the scope, so detection is v2-proof as-is. + // ADK's hardcoded instrumenting module name — library-owned, namespaced and + // stable across the package. It classifies the attribute-less `invocation` + // root, which nothing else can, and the schema-v2 rollout does not rename it. s.scope_name() == "gcp.vertex.agent" - // source: wire. 23/39 + 22/30 spans (call_llm, generate_content, execute_tool); - // survives a scope-rewriting bridge/collector. + // Survives a scope-rewriting bridge or collector. || s.any_attr_prefix("gcp.vertex.agent.") - // source: wire. call_llm stamps gen_ai.system to the vendor literal - // (tracing.py:362): 9/39 + 8/30, call_llm only. Fully shadowed by the prefix - // clause on today's wire (every call_llm also carries gcp.vertex.agent.* keys, - // and the identity keys are NOT gated by ADK_CAPTURE_MESSAGE_CONTENT_IN_SPANS — - // that toggle gates only the four content blobs, telemetry/context.py:211) but - // kept as the survivor for attribute-stripping pipelines: vendor-owned-by-value, - // one map lookup, zero corpus FPs. DO NOT add gen_ai.system == "gemini": - // tracing.py:770 stamps it regardless of the actual provider and it would - // collide with any real Gemini/google-genai instrumentation (seed prohibition — - // and that prohibition must extend to any future google_genai vendor, which - // would otherwise claim ADK's 9+8 generate_content golden spans and trip the - // at-most-one-vendor CI). + // `call_llm` stamps `gen_ai.system` to the vendor literal. Shadowed by the + // prefix clause today, but kept as the survivor for attribute-stripping + // pipelines. DO NOT add `gen_ai.system == "gemini"`: ADK stamps that + // regardless of the actual provider and it would collide with any real + // Gemini/google-genai instrumentation — a prohibition that must extend to + // any future google_genai vendor, which would otherwise claim ADK's + // `generate_content` spans and trip the at-most-one-vendor test. || s.attr("gen_ai.system") == Some("gcp.vertex.agent") } -/// Seed: frameworks/haystack/registry-seed.yaml -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `haystack.pipeline.metadata` (wire): The only customer-writable attribute in the dialect -/// and therefore the obvious place an integrator would stash an id — but it is an opaque JSON -/// blob ('{}' on 10/10 pipeline spans here), fixed at Pipeline construction, and shared by -/// every session that pipeline instance serves. Never join on it. -/// -/// * `haystack.component.name` (wire): The only human-meaningful identity in the dialect -/// ('assistant', 'orchestrator', 'weather_worker'). It is a static pipeline-topology label — -/// one constant value forever, on 6/38 and 9/42 spans — not an instance identifier. Grouping -/// by it yields one bucket per component for the lifetime of the deployment. -/// -/// * `haystack.agent.step` (wire): A per-step counter (0, 1, ...) restarting at 0 inside every -/// agent run; 9/38 and 9/42 spans. Session-shaped only in that it is a small stable-looking -/// scalar. -/// -/// * `service.instance.id` (wire): The most session-shaped value in these captures — a bare -/// uuid4, exactly one per capture — and it is neither native Haystack nor a session: the OTel -/// Python SDK mints it per PROCESS in Resource.create(). It looks like a session id only -/// because each fixture scenario is one short-lived process; in a long-lived server it is -/// constant across every session that server ever handles. -/// -/// Harness-only keys in the fixture captures (not framework signal): `capture.id`. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * `harness_named_scope_native_spans`: [H] The instrumentation scope in both captures is -/// trace-capture.haystack — a harness-chosen string (frameworks/haystack/telemetry.py:48). It -/// is NOT evidence of harness provenance: every one of the 80 spans is emitted by haystack- -/// ai's own tracing calls through opentelemetry-haystack's OpenTelemetryTracer, and the -/// harness contributes only the tracer NAME. Provenance grep over frameworks/haystack/*.py -/// finds zero start_as_current_span, zero set_attribute, zero record_exception, zero -/// set_status, zero add_event outside telemetry.py's provider wiring — hence harness: 0 and -/// harness_mutated_spans: 0 in the goldens. The inverse of the spring_ai case (native-looking -/// scope, harness spans): here the scope name is the only harness artifact and the spans -/// under it are entirely native. It is deliberately absent from scope_matchers. -/// -/// * `values_are_not_all_strings`: NOT all attribute values are strings — -/// haystack/tracing/utils.py coerce_tag_value() passes bool/str/int/float through UNTOUCHED -/// and only JSON-encodes everything else. On the wire that means intValue for -/// haystack.agent.step, haystack.agent.steps_taken, haystack.agent.max_steps, -/// haystack.component.visits and haystack.pipeline.max_runs_per_component, and doubleValue -/// for haystack.agent.step.tool.output whenever a tool returns a number (haystack_agents: -/// calculate -> 750). A consumer that assumes stringValue drops or mistypes them; under the -/// canonical stringification in scripts/verify-seed.ts they compare as '1' / '750'. -/// -/// * `pipeline_output_data_is_always_empty`: haystack.pipeline.output_data is the literal '{}' -/// on 10/10 pipeline spans in both captures, and always will be: pipeline.py:385-393 passes -/// the still-empty pipeline_outputs dict in the tag map, and OpenTelemetryTracer.trace() -/// serializes the tags at span OPEN, before the pipeline has run. Same for -/// haystack.pipeline.metadata='{}' when no metadata is set. A google_adk-style placeholder -/// blob: present() matches, the content is worthless. The real outputs are on the -/// component/agent spans. -/// -/// * `root_is_not_findable_by_name`: Span names are static and non-unique within a trace: the -/// single haystack_agents trace contains FOUR haystack.pipeline.run spans (1 root + 3 worker -/// sub-pipelines invoked as PipelineTools), 9 haystack.component.run, 9 haystack.agent.step -/// and 9 haystack.agent.step.llm. All identity is in attributes. Root detection must be -/// structural. -/// -/// * `content_encoding_is_value_dependent`: Content tags are JSON strings EXCEPT where the -/// payload contains a non-JSON-serialisable object, in which case coerce_tag_value falls back -/// to Python repr(). Measured: 16/18 haystack.agent.step.llm.input values are JSON and 2/18 -/// are repr (the haystack_agents orchestrator, whose tool list holds PipelineTool objects); -/// 4/5 haystack.agent.tools are JSON and 1/5 is repr; llm.output is JSON 18/18. Parsers must -/// tolerate both, per-value — it is not a fixed property of the key. -/// -/// * `no_error_signal_of_any_kind`: hasError is false on 80/80 spans and status is UNSET on -/// 80/80, including the always-failing fetch_transport_data 503 in haystack_agents. Failure -/// surfaces only as the string {"error": "..."} inside the content-gated -/// haystack.agent.step.tool.output. Combined with the missing status/event surface in the -/// Span ABC, Haystack cannot report an error to a tracing backend at all. -/// -/// * `hitl_is_native_but_invisible`: Scenario A exercises Haystack's first-class -/// ConfirmationHook/before_tool gate (only the stdin UI is substituted). It produces NO -/// telemetry: the approval decision gets no span and no event, and a REJECTED tool call -/// produces no haystack.agent.step.tool span at all, because the hook strips the call before -/// the execution stage. Wire-confirmed: the denied delete_file(/tmp/report-final.txt) turn -/// has 2 agent steps and zero tool spans, while the approved delete_file(/tmp/scratch- -/// notes.txt) turn has 1 tool span. HITL is invisible to every rule in this seed's algebra; -/// the only trace of a denial is a sentence inside a content blob. -/// -/// * `harness_class_names_leak_into_native_values`: [H] haystack.component.fully_qualified_type -/// on the briefing_notes span reads 'scenario_b.BriefingNotes' — a harness-authored component -/// class. The SPAN is native (emitted by PipelineBase._create_component_span), so it is not -/// harness by provenance; only the value names fixture code. Worth flagging because -/// fully_qualified_type is otherwise the best available signal for what a component actually -/// is, and in customer data it will name customer classes just as often. -/// -/// * `parallel_fanout_is_real_and_context_propagates`: Verified from the wire, not prose: the -/// three worker tool spans in haystack_agents start within 0.7 ms of each other and overlap -/// for seconds (2088 / 5020 / 4743 ms durations under one 7592 ms step span). Agent -/// dispatches tool calls through a ThreadPoolExecutor bounded by tool_concurrency_limit -/// (default 4) and propagates context with contextvars.copy_context(), so the child spans -/// nest correctly across the thread boundary — no orphans, no split traces. -/// -/// * `execution_mode_records_the_sync_async_path`: haystack.pipeline.execution_mode is 'sync' -/// on 10/10 pipeline spans here. AsyncPipeline takes a parallel code path (pipeline.py:906, -/// agent.py:1203) with the same span names and the same tag vocabulary, so nothing in this -/// seed changes — but it is the attribute to check when reconciling a customer's async -/// deployment. -/// -/// Config variants that change the wire shape (`content-tracing-disabled`, `opentelemetry- -/// connector`, `openinference-haystack`): recorded in full in the seed's `variants:` block — -/// re-read it before touching this vendor's rules. -/// -/// Phase-2 note (fix-queue X2, integration decision D-3): the empty-fallback gap is -/// closed by the span-name clause in `detect_haystack` below, NOT by an unknown-tier -/// `haystack.*` line — such a line would be unreachable by construction (the vendor's -/// own unconditional `haystack.` prefix clause matches the identical population first). +/// Decoy keys — never consult these as session candidates: +/// +/// * `haystack.pipeline.metadata`: the only customer-writable attribute in the +/// dialect, and therefore the obvious place to stash an id — but it is an opaque +/// blob fixed at Pipeline construction and shared by every session. +/// * `haystack.component.name`: a static pipeline-topology label. Grouping by it +/// yields one bucket per component for the deployment's lifetime. +/// * `haystack.agent.step`: a per-step counter restarting at 0 inside every run. +/// * `service.instance.id`: OTel-Python's per-process uuid4. +/// +/// Traps: +/// +/// * `haystack.pipeline.output_data` is the literal `{}` on every pipeline span +/// and always will be: the tags are serialized at span OPEN, before the pipeline +/// has run. The real outputs are on the component/agent spans. +/// * Span names are static and non-unique within a trace, so root detection must +/// be structural. All identity is in attributes. +/// * Haystack cannot report an error to a tracing backend at all: status is UNSET +/// and `hasError` false on every span, including an always-failing tool. +/// * HITL is native but emits nothing, and a REJECTED tool call produces no tool +/// span at all because the hook strips the call before execution. pub const HAYSTACK: VendorDef = VendorDef { id: VendorId::Haystack, detect: detect_haystack, @@ -2117,39 +1093,25 @@ pub const HAYSTACK: VendorDef = VendorDef { }; fn detect_haystack(s: &SpanCtx) -> bool { - // owned_by: library, source: source_code. - // NOT observed in these captures — recorded from - // haystack_integrations/components/connectors/opentelemetry/opentelemetry_connector - // .py:84, which hardcodes opentelemetry.trace.get_tracer("haystack") — the ONLY - // library-owned scope name Haystack can produce, and the one the current Haystack docs - // steer customers to (see the opentelemetry-connector variant). A bare product-name - // tracer is a real if remote collision risk, called out under false_positives. On the - // enable_tracing() path exercised here the scope is whatever Tracer the app constructed - // — in these captures the harness's trace-capture.haystack [H], which is DELIBERATELY - // NOT transcribed: it does not exist in customer data, and no allowlist can enumerate - // app-chosen names. Redundant with the span-name clause for every span Haystack itself - // can emit today; kept as the record of the one library-owned scope and as a guard for - // any future connector span under a non-haystack.* name. + // The ONLY library-owned scope name Haystack can produce (its OpenTelemetry + // connector hardcodes `get_tracer("haystack")`), and the one current Haystack + // docs steer customers to. A bare product-name tracer is a real if remote + // collision risk. On the `enable_tracing()` path the scope is whatever Tracer + // the app constructed, which no allowlist can enumerate — hence the other two + // clauses. s.scope_name() == "haystack" - // source: wire. 38/38 + 42/42 spans carry >=1 of the dialect's 28 haystack.* keys - // (content tracing ON); the namespace is exclusively Haystack's — no other corpus - // capture has any haystack.* key. Vendor-owned namespace => unconditional per X4. + // The `haystack.` namespace is exclusively Haystack's, so it classifies + // unconditionally. || s.any_attr_prefix("haystack.") - // source: wire + source_code (phase-2, fix-queue X2 / the content-off gap). - // Library-constant span names, passed by haystack-ai itself (pipeline.py:385, - // core/pipeline/base.py:978, agent.py:862, agent.py:1145, tool_calling.py:192), - // never by the customer — 80/80 corpus spans carry one of the six. This clause is - // what classifies the attribute-less haystack.agent.step.llm spans under the - // DEFAULT HAYSTACK_CONTENT_TRACING_ENABLED=false config (agent.py:1162 opens them - // with no tags), where no attribute fingerprint — vendor-tier or unknown-tier — - // can see them. Deviation from the spec's `starts_with("haystack.")` form, - // deliberate: the prefilter dispatches span names by EXACT match only, so a - // prefix comparison could never be covered by declarable hints (a future span - // name would pass the direct path and silently miss the fast path); the exact - // six-name set is the spec's own named-safer alternative and matches the declared - // `span_names` hints one-to-one. A new Haystack span type needs a hint+predicate - // entry here — same maintenance class as the seed's enumerated posture. - // Corpus FP sweep: 0 spans outside the haystack captures carry any of these names. + // Library-constant span names, passed by haystack-ai itself and never by + // the customer. This clause is what classifies the attribute-less + // `haystack.agent.step.llm` spans under the DEFAULT content-tracing-off + // config, where no attribute fingerprint can see them. An exact set rather + // than a `haystack.` name prefix, deliberately: the prefilter dispatches + // span names by EXACT match only, so a prefix comparison could never be + // covered by declarable hints and a future span name would pass the direct + // path while silently missing the fast path. A new Haystack span type needs + // a hint and a clause entry here. || matches!( s.span_name(), "haystack.pipeline.run" @@ -2161,121 +1123,50 @@ fn detect_haystack(s: &SpanCtx) -> bool { ) } -/// Seed: frameworks/langgraph/registry-seed.yaml (write-side plan D2: `langgraph` → `langchain` -/// — the LangSmith dialect is not span-locally separable). -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `langsmith.trace.session_name` (wire): THE prime decoy of this framework: 'session' here -/// is LangSmith's legacy word for a tracing PROJECT. The value is $LANGSMITH_PROJECT (default -/// 'default'), a deployment-wide constant that never changes for the life of the process — -/// 42/42 spans hold langgraph_user and 17/17 hold langgraph_agents. Joining on it merges -/// every trace the deployment ever produced into one 'session'. -/// -/// * `langsmith.trace.session_id` (source_code): Same thing as session_name, as a UUID: the -/// LangSmith project id (_otel_exporter.py:97,552, set from run_info.session_id). Not -/// observed here because OTEL-only mode never talks to the LangSmith API and so never learns -/// a project id — but a hosted/hybrid customer emits it, and it looks exactly like a session -/// uuid. -/// -/// * `langsmith.metadata.LANGSMITH_PROJECT` (wire): The same project name again, arriving by a -/// different route: every LANGCHAIN_* / LANGSMITH_* environment variable is mirrored into -/// metadata (langsmith/env/_runtime_env.py:171-199, minus an exclusion list and any name -/// containing key/secret/token). Constant per deployment. 42/42 + 17/17. -/// -/// * `langsmith.metadata.checkpoint_ns` (wire): Looks session-shaped (:) and sits -/// in the same namespace as thread_id, but it is the per-node-task checkpoint namespace: -/// 11/42 + 11/11 spans, 11 distinct values inside langgraph_user and 5 inside the SINGLE -/// langgraph_agents trace. Promoted by an ensure_config allowlist (runnables/config.py:297) -/// that also covers 'model'. Present even when the customer passes no configurable at all. -/// -/// * `langsmith.metadata.langgraph_checkpoint_ns` (wire): Same value as checkpoint_ns on the -/// node-span population (34/42 + 16/17, 12 and 5 distinct values). Changes several times per -/// turn; correlates a Pregel task, never a conversation. -/// -/// * `langsmith.metadata.revision_id` (wire): Deployment identity, not session identity: -/// $LANGCHAIN_REVISION_ID or, by default, `git describe --tags --always --dirty` of the -/// process CWD (_runtime_env.py:193-201). Constant for the life of a deploy; 04d3fbf-dirty on -/// 59/59 spans here. Also a leak: it publishes the host repo's git state. -/// -/// * `service.instance.id` (wire): OTel-SDK-minted uuid4, one per PROCESS (resource attribute). -/// In a one-scenario-one-process fixture it aliases the session perfectly and in a long-lived -/// server it aliases nothing. Never join on it. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * `two_stage_flush_or_nothing`: A plain provider.force_flush() exports NOTHING. langsmith -/// converts runs into spans on its own background worker, so at process exit the -/// TracerProvider's queue is still empty. The capture only works because -/// common.py:flush_tracing() first calls -/// langchain_core.tracers.langchain.wait_for_all_tracers() and get_client().flush(), and only -/// then force_flush()+shutdown(). Any customer (or maple onboarding doc) that follows the -/// standard OTel shutdown recipe gets an empty pipeline with no error — a silent-zero trap -/// that applies to every LangChain-based integration, not just LangGraph. -/// -/// * `metadata_namespace_is_an_open_door`: langsmith.metadata.* is NOT a fixed key set. Two -/// blanket loops feed it: (1) langchain-core copies every scalar entry of the `configurable` -/// dict into inheritable LangSmith metadata — the only exclusions are keys starting with '__' -/// and the single literal 'api_key' (runnables/config.py:151-167), so ARBITRARY customer- -/// chosen keys (user ids, tenant ids, emails, anything) arrive as span attributes on every -/// span of the tree; (2) langsmith mirrors every LANGCHAIN_*/ LANGSMITH_* environment -/// variable into metadata, minus a small exclusion list and any name containing -/// key/secret/token (_runtime_env.py:171-199). Consequences: maple must treat -/// langsmith.metadata.* as unbounded-cardinality customer data (PII risk, attribute-count -/// blowup), and the seed's session key is a customer-namespace key that merely happens to be -/// conventional — a customer passing configurable.thread_id with non-session semantics would -/// poison it. The upside is that the same mechanism is exactly why thread_id reaches 42/42 -/// spans including the root. -/// -/// * `gen_ai_system_is_guessed_from_the_model_string`: _set_gen_ai_system() substring-matches -/// the model name against a hardcoded table (anthropic/claude, gpt/openai, gemini, mistral, -/// groq, ...), defaulting to 'langchain'. Every request in these captures went to OpenRouter, -/// yet llm spans report gen_ai.system=openai (5) and anthropic (3). Provider attribution -/// keyed on gen_ai.system is silently wrong; gen_ai.request.model carries the truth -/// (openai/gpt-4o-mini, anthropic/claude-haiku-4.5). -/// -/// * `interrupts_are_error_spans`: LangGraph's native HITL gate (interrupt() + -/// Command(resume=...)) produces no dedicated span, attribute or event. The interrupted -/// tool_executor span simply carries status.code=2 and an `exception` event with -/// exception.type='Exception' and the GraphInterrupt repr in exception.message. 2 of the 3 -/// ERROR spans in the corpus are successful approval pauses. Also: a DENIED tool never -/// produces a tool span at all — the denial exists only inside the parent node's -/// gen_ai.completion blob. -/// -/// * `one_invoke_one_trace_multiplies_traces_per_session`: Each graph.ainvoke() is its own -/// trace, and an interrupt/resume pair splits one logical turn into two traces: 6 user turns -/// -> 8 traces in langgraph_user, all joined only by langsmith.metadata.thread_id. Cost/quota -/// reasoning must not equate traces with turns, and any per-trace head sampler shreds a -/// session geometrically (a 6-turn session survives intact with probability p^8). -/// -/// * `no_native_span_or_trace_identity_attributes`: langsmith.trace.id, langsmith.span.id and -/// langsmith.span.dotted_order are absent from the wire — identity is carried purely by -/// native OTel traceId/spanId/parentSpanId. There is consequently NO run-granularity join key -/// of any kind in this dialect (no invocation id, no run id), which is why this seed has -/// exactly one session candidate and no run-granular one. -/// -/// * `span_kind_and_names_are_useless_for_classification`: 59/59 spans are INTERNAL (kind=1). -/// Span NAMES are pure customer input — they are the graph node names (assistant, -/// tool_executor, route, orchestrator, budget_worker) and the compiled graph name; without -/// builder.compile(name=...) the root is the literal string 'LangGraph'. No span-name -/// predicate may be written for this framework. The type discriminator is the attribute -/// langsmith.span.kind (chain|llm|tool observed; retriever|prompt|parser|embedding also exist -/// in source). -/// -/// * `attribute_values_are_properly_typed`: Unlike spring_ai, this exporter preserves OTLP -/// types: gen_ai.usage.* arrive as intValue, langsmith.metadata.ls_temperature as -/// doubleValue, langsmith.metadata.stream as boolValue. Canonical stringification therefore -/// matters for eq() predicates over these keys (bool -> "true"/"false"). -/// -/// * `stale_probe_capture_present`: captures/langgraph_smoke (1 record, 3 spans, 1 trace) is a -/// throwaway OTel-wiring probe from the same review. It is deliberately NOT listed in -/// captures: above and must never be counted as fixture data; §7 regeneration should delete -/// it. -/// -/// Config variants that change the wire shape (`langsmith-internal-provider`): recorded in full -/// in the seed's `variants:` block — re-read it before touching this vendor's rules. +/// `langgraph` is folded into this vendor: the LangSmith dialect is not +/// span-locally separable from plain LangChain. +/// +/// Decoy keys — never consult these as session candidates: +/// +/// * `langsmith.trace.session_name` / `langsmith.trace.session_id` / +/// `langsmith.metadata.LANGSMITH_PROJECT`: "session" is LangSmith's legacy word +/// for a tracing PROJECT. The value is a deployment-wide constant that never +/// changes for the life of the process; joining on it merges every trace the +/// deployment ever produced. +/// * `langsmith.metadata.checkpoint_ns` / +/// `langsmith.metadata.langgraph_checkpoint_ns`: look session-shaped +/// (`:`) and sit in the same namespace as `thread_id`, but they +/// change several times per turn and correlate a Pregel task. +/// * `langsmith.metadata.revision_id`: deployment identity (`git describe` of the +/// process CWD by default). Also a leak — it publishes the host repo's git state. +/// * `service.instance.id`: OTel-SDK per-process uuid4. +/// +/// Traps: +/// +/// * SILENT ZERO: a plain `provider.force_flush()` exports NOTHING. langsmith +/// converts runs into spans on its own background worker, so the standard OTel +/// shutdown recipe yields an empty pipeline with no error. Applies to every +/// LangChain-based integration. +/// * `langsmith.metadata.*` is NOT a fixed key set: langchain-core copies every +/// scalar entry of the `configurable` dict into inheritable metadata (excluding +/// only `__`-prefixed keys and the literal `api_key`), and langsmith mirrors +/// every `LANGCHAIN_*`/`LANGSMITH_*` env var. Treat it as unbounded-cardinality +/// customer data (PII risk, attribute-count blowup). The session key below is a +/// customer-namespace key that merely happens to be conventional — a customer +/// passing `configurable.thread_id` with other semantics poisons it. The same +/// mechanism is why `thread_id` reaches every span including the root. +/// * `gen_ai.system` is substring-guessed from the model name and defaults to +/// `langchain`. Provider attribution keyed on it is wrong. +/// * LangGraph's native HITL gate produces no dedicated span, attribute or event: +/// the interrupted span carries an ERROR status and a `GraphInterrupt` exception +/// event, so successful approval pauses look like errors. +/// * Each `ainvoke()` is its own trace and an interrupt/resume pair splits one +/// logical turn into two, so a per-trace head sampler shreds a session +/// geometrically. There is no run-granularity join key in this dialect either — +/// no invocation id, no run id — hence exactly one candidate below. +/// * Span names are pure customer input (graph node names, the compiled graph +/// name), so no span-name predicate may be written. The type discriminator is +/// the `langsmith.span.kind` attribute. pub const LANGCHAIN: VendorDef = VendorDef { id: VendorId::Langchain, detect: detect_langchain, @@ -2283,7 +1174,6 @@ pub const LANGCHAIN: VendorDef = VendorDef { prefixes: &["langsmith."], span_names: &[], session_candidates: &[ - // verdict: B. SessionCandidateDef { key: "langsmith.metadata.thread_id", // No authority predicate — every span of the vendor is authoritative. @@ -2296,197 +1186,82 @@ pub const LANGCHAIN: VendorDef = VendorDef { }, ], decoy_values: &[ - // source_code: LangSmith's default project name when neither LANGSMITH_PROJECT nor - // LANGCHAIN_PROJECT nor LANGCHAIN_SESSION is set (utils.py:446-462). It is therefore - // the most common value of langsmith.trace.session_name and - // langsmith.metadata.LANGSMITH_PROJECT in the wild. Not observed here (the harness sets - // the project to the capture id [H]), and listed as a value so that any future - // candidate carrying it is forced to state 4 rather than 6. + // LangSmith's default project name when no project env var is set, and + // therefore the most common value of `langsmith.trace.session_name` in the + // wild. Listed as a value so any future candidate carrying it is forced to + // state 4 rather than 6. "default", ], }; -// Phase-2 predicate (langgraph spec L-extra-1, integration decision): the v1 -// `langsmith.internal_provider` resource conjunct is DROPPED, not ported. It was -// source_code-only (zero wire witnesses: 0/62 spans across all three langgraph -// capture dirs, 0 corpus-wide), and v2 has no non-classifying tier — as a -// standalone disjunct it is either redundant (the provider is private to -// langsmith, so the marker co-occurs only with scope=langsmith) or a latent -// process-wide FP (a globally-registered internal provider would stamp every -// co-tenant library's spans with the marker resource). The seed's -// langsmith-internal-provider variant records "span attributes, scope and session -// behaviour are identical", so the scope + attr clauses below cover that variant -// with zero span loss. The seed entry stays as the review record. +// A `langsmith.internal_provider` RESOURCE conjunct is deliberately NOT part of +// this predicate. It has zero wire witnesses corpus-wide, and as a standalone +// disjunct it is either redundant (the provider is private to langsmith, so the +// marker co-occurs only with the langsmith scope) or a latent process-wide false +// positive — a globally registered internal provider stamps every co-tenant +// library's spans with the marker resource. fn detect_langchain(s: &SpanCtx) -> bool { - // owned_by: library, source: wire. - // Hardcoded: trace.get_tracer("langsmith", tracer_provider=...) at - // _otel_exporter.py:243 — one call site, one tracer for the whole package, no version - // and no schema_url argument (wire confirms scope.version = "" and no schemaUrl on - // 59/59 spans). It is a bare, unnamespaced word, but it is a product name rather than a - // generic term like 'ai'/'gen_ai', and nothing else in the OTel ecosystem claims it - // (phase-2 corpus sweep: zero non-langgraph spans with this scope across 57 captures). - // Two things temper that: (a) with no version and no schema_url there is NO secondary - // confirmation available for a tiebreak, unlike google_adk; (b) the scope is the - // LangSmith dialect's, not LangGraph's — plain LangChain and bare @traceable spans land - // in it too (see false_positives), which is exactly the `langchain` vendor per D2. + // One hardcoded `get_tracer("langsmith")` call site for the whole package, with + // no version and no schema_url. A bare, unnamespaced word, but a product name + // rather than a generic term, and nothing else in the OTel ecosystem claims it. + // Two things temper that: with no version and no schema_url there is no + // secondary confirmation for a tiebreak, and the scope is the LangSmith + // dialect's rather than LangGraph's — plain LangChain and bare `@traceable` + // spans land in it too, which is exactly this vendor. s.scope_name() == "langsmith" - // source: wire. Library-owned, product-named prefix (langsmith.span.kind / - // trace.name / trace.session_name are written for every exported run, - // _otel_exporter.py:546-555): 42/42 + 17/17 spans. Rename-proofs against scope - // rewrite/loss; corpus sweep: zero foreign spans carry any langsmith.* key. + // Library-owned, product-named prefix written for every exported run. + // Rename-proofs against scope rewrite or loss. || s.any_attr_prefix("langsmith.") - // source: wire. gen_ai.system defaults to the literal "langchain" for every - // non-LLM run (_set_gen_ai_system fallback): 33/42 + 9/17, always co-occurring - // with the clauses above, so this adds zero corpus coverage — it exists purely to - // survive a langsmith.* namespace rename. Generic KEY but vendor-named VALUE; - // corpus sweep: zero foreign spans (openrouter's 1,477 gen_ai.system values are - // "openai", never "langchain"). NEVER extend to values "openai"/"anthropic" — - // those are guessed by substring-matching the model name and collide with real - // provider SDK instrumentation. + // `gen_ai.system` defaults to the literal "langchain" for every non-LLM + // run. Always co-occurs with the clauses above, so it adds no corpus + // coverage — it exists purely to survive a `langsmith.*` namespace rename. + // Generic KEY but vendor-named VALUE. NEVER extend it to "openai" or + // "anthropic": those are guessed by substring-matching the model name and + // collide with real provider-SDK instrumentation. || s.attr("gen_ai.system") == Some("langchain") } -/// Seed: frameworks/litellm/registry-seed.yaml -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `service.instance.id` (wire): RESOURCE attribute, a fresh uuid4 per PROCESS generated by -/// the OTel Python SDK (sdk/resources/__init__.py:507-528), not by LiteLLM. Because each -/// scenario is one process it takes exactly one value per capture and looks like a perfect -/// session id; in a long-lived gateway it is one value for millions of sessions. The -/// archetypal fixture-shaped trap: predicates fall through to resource attributes, so a -/// candidate on this key would resolve on EVERY span. -/// -/// * `model_id` (wire): RESOURCE attribute; defaults to OTEL_MODEL_ID or, failing that, -/// service.name (opentelemetry.py:254-255, 370) — here the literal 'litellm-user' / 'litellm- -/// agents'. Deployment identity, constant forever. -/// -/// * `deployment.environment` (wire): RESOURCE attribute from OTEL_ENVIRONMENT_NAME, default -/// 'production' (opentelemetry.py:253). A process-wide constant. -/// -/// * `litellm.call_id` (wire): A fresh uuid4 per completion() call (17 distinct values across -/// 17 spans). Correlates one LLM request, not a conversation — and it is the authority -/// predicate for the candidates above precisely because it marks the request population. -/// -/// * `gen_ai.response.id` (wire): Provider response id (gen-1785983497-…), unique per call. -/// -/// * `llm.openrouter.id` (wire): The same provider response id repeated on raw_gen_ai_request -/// under the provider-prefixed namespace. Unique per call. -/// -/// * `metadata.user_api_key_hash` (wire): Hash of the virtual key. Key identity, not session -/// identity — and empty in SDK mode like the other 29 blank metadata.* keys. -/// -/// * `metadata.requester_metadata` (wire): The only channel for application metadata, and it -/// arrives as a stringified PYTHON DICT (single quotes), not JSON. A customer will inevitably -/// hide their own session id in here; it is not parseable by the algebra and must never be -/// treated as a key. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * `litellm_is_usually_a_passthrough`: The most important fact about this vendor: LiteLLM is -/// a gateway, not an agent framework, so most real LiteLLM telemetry arrives UNDERNEATH -/// another framework's spans rather than on its own. Expect litellm to co-occur with a second -/// AI vendor in the same trace far more often than it appears alone, and expect its spans to -/// be leaves. Vendor must be per-span; a per-trace vendor scalar is wrong for every -/// passthrough deployment. -/// -/// * `silent_attribute_loss_landmine`: SOURCE-VERIFIED, opentelemetry.py:1206 (sync) and 1936 -/// (async): should_create_primary_span = parent_span is None or -/// get_secret_bool('USE_OTEL_LITELLM_REQUEST_SPAN'). With a parent span present and the flag -/// unset — the DEFAULT for any wrapper — LiteLLM creates no span and stamps every -/// gen_ai./llm./litellm./metadata. attribute onto the caller's span (line 1224). If that -/// caller's span has already ended (LiteLLM's success callback runs after a synchronous -/// `with` block exits) the OTel SDK discards each set_attribute with a 'Setting attribute on -/// ended span' log line and nothing else. The first run of this fixture produced 28 spans -/// with ZERO token, model or message data and no error. Any framework that wraps LiteLLM -/// without setting this flag exports LLM spans with no LLM attributes — a silent-zero trap -/// maple should expect to see in the wild. -/// -/// * `cost_is_only_inside_a_json_string`: There is no gen_ai.usage.cost attribute. Per-call -/// cost exists on the trace ONLY as `response_cost` inside the hidden_params JSON string -/// attribute (e.g. {"model_id": null, …, "response_cost": 0.00011625, …}, ~1.4 KB), and a -/// second time inside metadata.usage_object / llm..usage, both of which are Python -/// repr() with single quotes rather than JSON. First-class cost exists only on the opt-in -/// gen_ai.client.token.cost metric. -/// -/// * `thirty_of_thirty_three_metadata_keys_are_blank`: Every litellm_request span carries -/// exactly 33 metadata.* attributes of which 30 are the empty string in SDK mode -/// (user_api_key_hash, _team_id, _org_id, _user_id, _end_user_id, spend_logs_metadata, -/// team_alias, …). They are pure noise — about half the attribute count of the corpus' widest -/// span — but always present, so present()-based rules and non-null-based dashboards both see -/// them as populated. -/// -/// * `six_attribute_families_on_one_span`: A single litellm_request span carries 50-63 -/// attributes spanning six vocabularies at once: OTel gen_ai semconv, Traceloop/OpenLLMetry -/// llm.*, INDEXED gen_ai.completion..function_call.*, LiteLLM's own litellm.*, 33 -/// metadata.*, and the bare unnamespaced hidden_params. Widest single span in the corpus; any -/// family-based classifier will see several families fire simultaneously. -/// -/// * `span_names_are_customer_overridable`: metadata={'generation_name': …} replaces the span -/// name for BOTH litellm_request (opentelemetry.py:2718-2722) and raw_gen_ai_request -/// (opentelemetry.py:1306). Combined with the gen-ai-latest-experimental rename, no span-name -/// predicate is safe for this vendor — which is why none appears in this seed despite -/// `litellm_request` being an unusually distinctive name. -/// -/// * `scope_name_is_env_overridable`: LITELLM_TRACER_NAME = os.getenv('OTEL_TRACER_NAME', -/// 'litellm') (opentelemetry.py:70) — read at MODULE IMPORT, so the scope name a customer's -/// spans arrive under is app-controllable. The default is a bare, unversioned, schema-less -/// word: scope.version and scope.schemaUrl are both empty on all 34 native spans because -/// get_tracer is called with the name alone (opentelemetry.py:561). otel-v2 passes a version; -/// v1 never does. -/// -/// * `gen_ai_system_is_the_provider_not_litellm`: gen_ai.system is `openrouter` on all 17 -/// litellm_request spans — the routed provider, never `litellm`. gen_ai.request.model is the -/// provider-side name (openai/gpt-4o-mini) while litellm.provider.model is the routed LiteLLM -/// name (openrouter/openai/gpt-4o-mini); the two differ on every span. LiteLLM self- -/// identifies in exactly one place in the whole integration: gen_ai.framework="litellm" on -/// the opt-in METRICS (opentelemetry.py:1471). No trace attribute names the framework. -/// -/// * `operation_name_is_not_a_semconv_value`: gen_ai.operation.name = `acompletion` (the -/// litellm call type: completion / acompletion / …), not `chat`. It only becomes `chat` under -/// the gen-ai-latest-experimental opt-in. NOTES.md previously claimed `chat` for the default -/// dialect; the wire disagrees and the wire wins. Any unknown-tier rule that switches on the -/// VALUE of gen_ai.operation.name will not recognise default-dialect LiteLLM. -/// -/// * `values_are_python_repr_not_json`: gen_ai.input.messages / gen_ai.output.messages / -/// hidden_params are real JSON, but metadata.usage_object, metadata.requester_metadata and -/// every llm..* blob are Python str()/repr() with single quotes and None/True/False -/// literals. A JSON parser fails on them. All attribute values arrive as OTLP stringValue, -/// including counts and booleans (llm.is_streaming="False"). -/// -/// * `native_spans_are_always_ok`: Both native span types set StatusCode.OK explicitly -/// (opentelemetry.py:1282, 1313) rather than leaving UNSET. Wire-confirmed after the fidelity -/// pass: 34/34 spans carry status code 1 and 0 span events — including litellm_agents, whose -/// fetch_transport_data tool raised a 503 and whose model wrote about the failure in prose. -/// There is NO error signal of any kind on a LiteLLM trace when the APPLICATION fails; only a -/// failed LLM call reaches _handle_failure, which no scenario exercised. otel-v2 changes the -/// success status to UNSET. -/// -/// * `default_topology_is_one_trace_per_request`: WIRE-VERIFIED 2026-08-11, the headline fact -/// for maple. A customer calling litellm.acompletion() with no other instrumentation gets ONE -/// INDEPENDENT TRACE PER HTTP REQUEST — 2 spans, root litellm_request, child -/// raw_gen_ai_request, nothing linking it to the previous call. A 6-turn chat is 9 -/// disconnected traces (litellm_user); a 5-agent orchestration with a real parallel fan-out -/// is 8 disconnected traces (litellm_agents). Combined with the total absence of a session -/// key, LiteLLM is the corpus' worst case for conversation reconstruction: neither a trace id -/// nor an attribute joins two calls of the same conversation. Any grouping maple offers here -/// must come from resource identity + time, or from the customer adding their own parent span -/// — which then triggers the no-primary-span landmine. -/// -/// * `harness_no_longer_emits`: PROVENANCE, post-§7: the fixture (frameworks/litellm/**) -/// creates no spans and sets no attributes. telemetry.py wires LiteLLM's own OTel callback -/// and calls force_flush; agent.py/scenario_*.py call acompletion() and nothing else, and no -/// USE_OTEL_LITELLM_REQUEST_SPAN or content-capture override is set. The one fixture-visible -/// value on the wire is metadata.requester_metadata, which is LiteLLM's own application- -/// metadata channel (metadata={'metadata': {...}}), not instrumentation — a real customer's -/// app metadata lands in exactly the same place. captures/litellm_semconv_probe still -/// contains 4 pre-pass harness spans and is excluded from the goldens. -/// -/// Config variants that change the wire shape (`gen-ai-latest-experimental`, `otel-v2`, `no- -/// primary-span`, `primary-span-forced`): recorded in full in the seed's `variants:` block — -/// re-read it before touching this vendor's rules. +/// Decoy keys — never consult these as session candidates: +/// +/// * `service.instance.id`, `model_id`, `deployment.environment` (all RESOURCE +/// attributes): process and deployment identity. `service.instance.id` is the +/// archetypal fixture-shaped trap — one value per capture, one value for +/// millions of sessions in a long-lived gateway. +/// * `litellm.call_id`, `gen_ai.response.id`, `llm.openrouter.id`: one per +/// completion call. `litellm.call_id` is the authority predicate below precisely +/// because it marks the request population. +/// * `metadata.user_api_key_hash`: key identity. +/// * `metadata.requester_metadata`: the only channel for application metadata, and +/// it arrives as a stringified PYTHON DICT, not JSON. Customers will hide their +/// session id in it; it is not reachable and must never be treated as a key. +/// +/// Traps: +/// +/// * LiteLLM is a gateway, not an agent framework, so most real LiteLLM telemetry +/// arrives UNDERNEATH another framework's spans — a per-trace vendor scalar is +/// wrong for every passthrough deployment. +/// * SILENT ZERO: with a parent span present and `USE_OTEL_LITELLM_REQUEST_SPAN` +/// unset — the DEFAULT for any wrapper — LiteLLM creates no span and stamps its +/// whole attribute set onto the CALLER's span. If that span has already ended +/// (its success callback runs after a synchronous `with` block exits) the SDK +/// discards every attribute with a log line and nothing else. Any framework that +/// wraps LiteLLM without the flag exports LLM spans with no LLM attributes. +/// * Every `litellm_request` span carries 33 `metadata.*` attributes of which 30 +/// are the empty string in SDK mode — always present, so presence-based rules see +/// them as populated. Hence the `""` decoy below. +/// * Span names are customer-overridable via `metadata.generation_name`, so no +/// span-name predicate is safe for this vendor. +/// * `gen_ai.operation.name` is the litellm call type (`acompletion`), not the +/// semconv `chat`, so an unknown-tier rule switching on that VALUE will not +/// recognise default-dialect LiteLLM. +/// * `gen_ai.system` is the routed provider, never `litellm`. LiteLLM +/// self-identifies in exactly one place in the whole integration: +/// `gen_ai.framework="litellm"` on the opt-in METRICS. +/// * There is NO error signal of any kind when the application fails — both native +/// span types set OK explicitly. Only a failed LLM call reaches the failure path. +/// * The default topology is ONE INDEPENDENT TRACE PER HTTP REQUEST. With no +/// session key either, neither a trace id nor an attribute joins two calls of one +/// conversation; adding a customer parent span triggers the trap above. pub const LITELLM: VendorDef = VendorDef { id: VendorId::Litellm, detect: detect_litellm, @@ -2496,7 +1271,6 @@ pub const LITELLM: VendorDef = VendorDef { prefixes: &[], span_names: &[], session_candidates: &[ - // verdict: A. SessionCandidateDef { key: "metadata.user_api_key_end_user_id", authority: litellm_session_authority, @@ -2506,7 +1280,6 @@ pub const LITELLM: VendorDef = VendorDef { granularity: Granularity::User, granularity_of_value: None, }, - // verdict: A. SessionCandidateDef { key: "metadata.user_api_key_user_id", authority: litellm_session_authority, @@ -2518,49 +1291,37 @@ pub const LITELLM: VendorDef = VendorDef { }, ], decoy_values: &[ - // wire: 30 of the 33 metadata.* keys on EVERY litellm_request span are the empty string - // in SDK mode (only applied_guardrails, requester_metadata and usage_object hold data). - // present() matches all of them, so any presence-only session resolution collapses - // every LiteLLM trace in the fleet onto one "" group. This is the single most important - // validation fact for this vendor. + // 30 of the 33 `metadata.*` keys on every `litellm_request` span are the + // empty string in SDK mode. Presence matches all of them, so any + // presence-only session resolution would collapse every LiteLLM trace in + // the fleet onto one `""` group — the single most important validation + // fact for this vendor. "", - // source_code: LiteLLM's proxy sentinel for the global admin (proxy/_types.py:3106). - // Not observed here (SDK mode blanks the key), but a proxy deployment stamps it into - // metadata.user_api_key_user_id for every admin-key request, producing a deployment- - // wide constant that looks like a real user id. + // LiteLLM's proxy sentinel for the global admin. A proxy deployment stamps + // it into `metadata.user_api_key_user_id` for every admin-key request, + // producing a deployment-wide constant that looks like a real user id. "default_user_id", ], }; -// Phase-2 predicate (fix-queue LI2, applied as a DELETION): the v1 unguarded -// `litellm.` prefix matcher stole the host framework's spans under LiteLLM's -// default no-primary-span config (opentelemetry.py:1222-1226 stamps the CALLER's -// span with litellm's whole attribute set), and its guarded form -// `any_attr_prefix("litellm.") && scope == "litellm"` is subsumed by the scope -// clause — so the scope equality is the entire predicate. The v1 `model_id` -// resource conjunct is likewise gone: LiteLLM installs the GLOBAL TracerProvider, -// so `model_id` is a process-wide resource that every co-tenant library inherits -// (opentelemetry.py:364-374, 549-557); it stays as doc-comment evidence and a -// decoy key only. Rename evasion is the ACCEPTED ceiling (integration decision): -// OTEL_TRACER_NAME renames the scope and the spans degrade to unknown:genai -// (litellm_request carries gen_ai.operation.name 17/17) / unknown:other -// (raw_gen_ai_request via the `llm.` fingerprint) — no span-local signal +// The scope equality is the ENTIRE predicate, deliberately. An unguarded +// `litellm.` prefix clause would steal the host framework's spans under LiteLLM's +// default no-primary-span config (which stamps the caller's span with litellm's +// whole attribute set), and its guarded form is subsumed by the scope. A +// `model_id` resource conjunct is likewise out: LiteLLM installs the GLOBAL +// TracerProvider, so `model_id` is a process-wide resource every co-tenant +// library inherits. +// +// Rename evasion is the ACCEPTED ceiling: `OTEL_TRACER_NAME` renames the scope +// and the spans degrade to `unknown:genai` / `unknown:other`. No span-local signal // separates "litellm under a renamed scope" from "foreign span stamped by -// passthrough", because the attribute sets are identical by construction. +// passthrough" — the attribute sets are identical by construction. fn detect_litellm(s: &SpanCtx) -> bool { - // owned_by: library, source: wire. - // Hardcoded in litellm/integrations/opentelemetry.py:70 (LITELLM_TRACER_NAME) and again - // in the v2 rewrite at otel/logger.py:69. It is the ONLY thing that classifies - // `raw_gen_ai_request` (17 spans across the two captures), which carries no gen_ai.*, - // no litellm.* and no stable attribute namespace at all. Catches 18/18 + 16/16 golden - // spans and the 3 native spans of litellm_semconv_probe (the gen-ai-latest-experimental - // dialect keeps the scope while renaming spans). Corpus negative sweep (phase-2 review): - // zero spans in any other capture carry this scope. Two caveats: (a) the name is a bare - // word and is overridable by the app via OTEL_TRACER_NAME — see the rename-evasion - // ceiling above. (b) In proxy deployments and under otel-v2 this scope also carries - // non-AI spans (`Received Proxy Server Request`, `{service} {call_type}`) — they are - // still LiteLLM's spans, so vendor attribution stays correct even when 'is this an AI - // span' does not. + // The default `LITELLM_TRACER_NAME`, and the ONLY thing that classifies + // `raw_gen_ai_request` spans, which carry no `gen_ai.*`, no `litellm.*` and no + // stable attribute namespace at all. In proxy deployments this scope also + // carries non-AI spans — still LiteLLM's spans, so vendor attribution stays + // correct even when "is this an AI span" does not. s.scope_name() == "litellm" } @@ -2568,117 +1329,36 @@ fn litellm_session_authority(s: &SpanCtx) -> bool { s.has_attr("litellm.call_id") } -/// Seed: frameworks/llamaindex/registry-seed.yaml -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `session_id` (source_code): llama_index.core.memory.Memory.session_id (memory.py:254, -/// defaulting to generate_chat_store_key()) is the SQL/chat-store partition key that the -/// memory blocks read and write. It is the one thing in LlamaIndex actually named a session — -/// and it NEVER reaches telemetry: no span attribute, no event attribute, 0 occurrences in -/// either capture. Joining on it is impossible, and expecting it is the natural mistake. -/// -/// * `span_id` (wire): Present on every dispatcher span EVENT (36+9+6 events per capture). It -/// is LlamaIndex's own string span id, format `ClassName.method-` — NOT the OTel span -/// id and not stable across anything. Session-shaped (a uuid4) and sitting next to -/// tags.llamaindex.run_id in the same event attribute map. -/// -/// * `id_` (wire): Per-EVENT uuid4 on every span event; changes several times per span. The -/// most session-shaped bare uuid in the capture. -/// -/// * `llamaindex.step.input_event` (wire): The workflow event CLASS NAME that triggered the -/// step (AgentSetup, ToolCall, AgentWorkflowStartEvent, WeatherTask, ...): 73/79 and 69/75 -/// spans, only 6 distinct values, constant across runs. A low-cardinality string that a naive -/// group-by could mistake for a conversation/thread key. -/// -/// Harness-only keys in the fixture captures (not framework signal): `llamaindex.agent_name`, -/// `llamaindex.agent_model`. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * `payload_lives_in_span_events`: The defining property of this dialect: the classification- -/// relevant surface (attributes) and the value-relevant surface (span events) are disjoint. -/// Three attribute keys total; everything a consumer wants — prompts, tool arguments, tool -/// results, agent replies, model name — is in flatten_dict()ed span EVENT attributes -/// (LLMChatStartEvent.messages, model_dict.model_name, step.output.output, -/// workflow.output.output). Any ingest path that drops span events keeps 100% of the -/// classification signal and loses ~82% of the payload. -/// -/// * `no_model_no_tokens_no_cost`: There is no model name, no token count and no cost on any -/// span, in any signal. Model identity exists only inside the LLMChatStartEvent event -/// (model_dict.model_name), which is present on 9/18 and 8/16 astream_chat spans. Token usage -/// exists NOWHERE: LLMChatEndEvent/LLMChatInProgressEvent are dropped because the streaming -/// span closes when the coroutine returns the generator, before the stream is consumed -/// (base.py:306 `if current_span_id not in self.span_handler.all_spans`). Per-span cost/token -/// rollups are impossible for LlamaIndex. -/// -/// * `double_llm_spans`: Every LLM call emits TWO OpenRouter.astream_chat spans with near- -/// identical timing (FunctionCallingLLM.astream_chat_with_tools -> astream_chat, both -/// dispatcher-decorated): 18 spans / 9 LLMChatStartEvents in llamaindex_user, 16/8 in -/// llamaindex_agents. Only the first carries the event. Any LLM-call count keyed on span name -/// double-counts; dedupe on (parent, LLMChatStartEvent presence). -/// -/// * `hitl_error_spans_are_not_failures`: NATIVE HITL: ctx.wait_for_event(HumanResponseEvent, -/// waiter_event= InputRequiredEvent(...)) suspends by raising an internal control-flow -/// exception and REPLAYING the step, so each approval produces two FunctionTool.acall spans — -/// the first with StatusCode.ERROR, a SpanDropEvent and an `exception` event whose message is -/// `Waiting for event `, then a successful one. -/// 2 of the 3 ERROR spans in the corpus-for-this-framework are this pattern, not failures. -/// There is no HITL-specific attribute or event name: the approval gate is only detectable by -/// that exception message string, which the algebra cannot match. -/// -/// * `error_status_is_native_and_shallow`: Unlike google_adk, the ERROR status and the -/// `exception` span event are NATIVE here (base.py:245-255 prepare_to_drop_span calls -/// record_exception + set_status). The real tool failure (fetch_transport_data 503) is marked -/// ERROR on FunctionTool.acall only; the parent BaseWorkflowAgent.call_tool stays OK because -/// the agent converts the exception into a ToolCallResult. exception.stacktrace frames are -/// dispatcher internals, not customer code. -/// -/// * `instrument_tags_is_the_only_extension_point`: [H] scenario_b.py uses -/// instrument_tags({'agent_name','agent_model'}) around each worker run, producing -/// llamaindex.agent_name/llamaindex.agent_model on 62/75 spans. Those keys are FIXTURE-ONLY -/// and must not be transcribed. They are kept visible because they prove two registry- -/// relevant facts: (a) LlamaIndex has NO native agent-identity attribute — without tags, -/// agent identity is recoverable only from prompt text inside span events; (b) -/// instrument_tags is the injection point for any customer key, session ids included, and it -/// prefixes dot-less keys with 'llamaindex.' while passing dotted keys through verbatim -/// (base.py:191-196). NOT counted under harness_mutated_spans (fixed after cross-seed audit): -/// passing config through a first-class API (instrument_tags) is simulated customer action, -/// exactly like mastra's tracingOptions.metadata — 'mutated' is reserved for scenario code -/// calling telemetry APIs on native spans (record_exception/set_status/ add_event, the -/// google_adk case). The injected VALUES stay [H] and the keys are listed under harness_keys. -/// -/// * `instrument_tags_injection`: Because the only injection point is a free-form tag dict, -/// there is NO canonical LlamaIndex session attribute key, and the seed carries no session -/// candidate (the earlier 'session.id' convention-bet candidate was removed by the cross-seed -/// audit — unobserved, non-native keys are not registrable). The mechanism itself, for the -/// education surface: wrap each run in `with instrument_tags({'': sid}): await -/// agent.run(...)` — tags are read at span creation (dispatcher.py:361-375), so the key lands -/// on the ROOT and every descendant (unlike run_id, applied post-root); a dotted key is -/// written verbatim, a dot-less key becomes llamaindex. (base.py:191-196). Session -/// support therefore requires per-tenant configuration (a per-org overlay rule or the -/// key_prefix-shaped candidate recorded in algebra_violations). -/// -/// * `thinnest_resource_in_the_corpus`: The resource has TWO attributes (service.name plus the -/// fixture's framework=llamaindex [H]) and NO telemetry.sdk.* at all — not language, not -/// name, not version. This is not only a fixture artefact: the library's own default builds -/// the resource with the bare Resource(attributes=...) constructor rather than -/// Resource.create() (base.py:363-366,382), so the default customer path also ships a -/// resource with a single attribute and no SDK identification. Any ingest heuristic keyed on -/// telemetry.sdk.language sees nothing here. -/// -/// * `run_id_is_the_only_native_correlator`: llamaindex.run_id is a genuinely useful correlator -/// at RUN granularity (it groups the 5 agent sub-runs inside the llamaindex_agents trace and -/// survives across the batch boundary), but it is one level below session and one level below -/// trace in llamaindex_agents. Recording it as a candidate at granularity: run is what keeps -/// state-5 visible in key_state_by_candidate; the max-reduction would otherwise print the -/// same histogram as a framework with no keys at all. -/// -/// Config variants that change the wire shape (`app-owned-resource`): recorded in full in the -/// seed's `variants:` block — re-read it before touching this vendor's rules. -/// +/// Decoy keys — never consult these as session candidates: +/// +/// * `session_id`: LlamaIndex's `Memory.session_id` is the chat-store partition +/// key — the one thing actually named a session — and it NEVER reaches +/// telemetry. Expecting it is the natural mistake. +/// * `span_id`, `id_`: LlamaIndex's own string span id and a per-EVENT uuid4, both +/// living in the SAME event attribute map as the real run id. The event fallback +/// below reads one exact key and must never fuzzy-match "a session-shaped uuid +/// in the event attrs". +/// * `llamaindex.step.input_event`: the workflow event CLASS NAME — a +/// low-cardinality constant a naive group-by could mistake for a thread key. +/// +/// Traps: +/// +/// * The classification surface (attributes) and the value surface (span events) +/// are disjoint: three attribute keys total, and everything a consumer wants — +/// prompts, tool arguments and results, agent replies, model name — is in span +/// EVENT attributes. Dropping span events keeps 100% of the classification +/// signal and loses ~82% of the payload. +/// * Native HITL suspends by raising an internal control-flow exception and +/// REPLAYING the step, so each approval produces an ERROR span with an +/// `exception` event reading `Waiting for event …` followed by a successful one. +/// Those ERROR spans are not failures, and the exception message is the only tell. +/// * `instrument_tags` is the only extension point, and it prefixes dot-less keys +/// with `llamaindex.` while passing dotted keys through verbatim. Because it is a +/// free-form tag dict there is NO canonical LlamaIndex session attribute key, so +/// this vendor carries no session-granularity candidate. Session support +/// requires per-tenant configuration. +/// * The default resource has ONE attribute and no `telemetry.sdk.*` at all — the +/// library builds it with the bare `Resource(attributes=…)` constructor. pub const LLAMAINDEX: VendorDef = VendorDef { id: VendorId::Llamaindex, detect: detect_llamaindex, @@ -2689,22 +1369,17 @@ pub const LLAMAINDEX: VendorDef = VendorDef { prefixes: &["llamaindex.", "tags.llamaindex."], span_names: &[], session_candidates: &[ - // verdict: A. SessionCandidateDef { key: "llamaindex.run_id", // No authority predicate — every span of the vendor is authoritative. authority: |_| true, require_non_empty: true, reject_decoy_values: false, - // Phase-2 LL2: the 12 attribute-less `*.run` spans (6+6 across the two - // captures, incl. all 7 trace roots) carry exactly one workflow.output - // event whose tags.llamaindex.run_id holds the run id — wire-verified, - // and on the 142 spans carrying BOTH the span attr and event tags the - // values never disagree (0/154 mismatches), so attr-first precedence is - // deterministic and unobservable on the corpus. The fallback reads - // exactly this one key and must never fuzzy-match "a session-shaped - // uuid in the event attrs" — the decoys `span_id` and `id_` live in the - // SAME event attribute map. + // The attribute-less `*.run` spans (including every trace root) carry + // exactly one `workflow.output` event whose `tags.llamaindex.run_id` + // holds the run id, and on spans carrying both the span attribute and + // the event tag the values never disagree — so attr-first precedence + // is deterministic. event_key: Some("tags.llamaindex.run_id"), granularity: Granularity::Run, granularity_of_value: None, @@ -2713,158 +1388,57 @@ pub const LLAMAINDEX: VendorDef = VendorDef { decoy_values: &[], }; -// Phase-2 predicate (fix-queue LL1 + X2 at the vendor tier; LL3 declined). The v1 -// `service.name == "llamaindex.opentelemetry"` resource conjunct is NOT ported: a -// resource is process-wide — in a default-resource LlamaIndex app that also runs -// opentelemetry-instrumentation-httpx/openai, every httpx/openai span shares that -// resource, and an OR-clause would steal them. It never classified in v1 -// (insufficient) and is observed on 0/154 corpus spans (both captures take the -// app-owned-resource variant, service.name=llamaindex- [H]); it stays -// recorded here as the education-surface fact (base.py:363-366 hardcodes -// Resource(attributes={SERVICE_NAME: 'llamaindex.opentelemetry'}) whenever the app -// passes neither service_name_or_resource= nor tracer_provider=). Bare event NAMES -// (workflow.output / step.output / LLMChatStartEvent / SpanDropEvent) are the -// declined refinement of LL1: generic strings, subsumed by the tags clause on -// every wire span. LL3's span-name grammar (ends_with(".run")) stays declined — -// the name set is open (customer class names) and `.run` collides ecosystem-wide. +// A `service.name == "llamaindex.opentelemetry"` RESOURCE conjunct is deliberately +// not part of this predicate: a resource is process-wide, so in a default-resource +// LlamaIndex app that also runs httpx/openai auto-instrumentation an OR-clause +// would steal those spans. Bare event NAMES are generic strings subsumed by the +// tags clause, and a span-name grammar is out because the name set is open +// (customer class names) and `.run` collides ecosystem-wide. fn detect_llamaindex(s: &SpanCtx) -> bool { - // owned_by: library, source: wire. - // Hardcoded in llama_index/observability/otel/base.py:398 - // (trace.get_tracer("llamaindex.opentelemetry.tracer")) — library-owned, namespaced, - // and the ONLY scope in either capture (79/79 + 75/75 spans). The only clause that - // needs no attributes at all: it classifies the 12 attribute-less `*.run` spans - // (7 of which are the trace roots; the other 5 are mid-trace nested agent - // boundaries in llamaindex_agents). get_tracer() is called with no version and no - // schema_url, so scope.version and scope.schema_url are empty strings on every span - // and cannot be used to distinguish LlamaIndex releases. + // The library's hardcoded tracer name. The only clause that needs no attributes + // at all: it classifies the attribute-less `*.run` spans, most of which are + // trace roots. `get_tracer()` is called with no version and no schema_url, so + // neither can distinguish LlamaIndex releases. s.scope_name() == "llamaindex.opentelemetry.tracer" - // source: wire. 73/79 + 69/75 spans carry llamaindex.run_id / - // llamaindex.step.input_event / llamaindex.step.input_summary (native, - // workflows/context/context.py:280 + step_function.py:267-268); the bridge - // prefixes any dot-less instrument_tags key with "llamaindex." (base.py:191-196), - // so the namespace is closed over the vendor. Corpus FP scan: 0 llamaindex.* - // span-attr keys outside the two llamaindex captures. v1 held this matcher as - // insufficient; classifying on it is the vendor-tier resolution of X2 (the - // scope-rewrite safety net) — an unknown-tier llamaindex. fingerprint would be - // dead code behind this clause and is deliberately NOT added. + // The vendor's own namespace: native step/run keys, plus anything + // `instrument_tags` prefixes into it, so the namespace is closed over the + // vendor. This is the scope-rewrite safety net at the vendor tier — an + // unknown-tier `llamaindex.` fingerprint would be dead code behind it. || s.any_attr_prefix("llamaindex.") - // source: wire (phase-2 LL1). Dispatcher-mirrored span events repeat the - // instrument_tags map as tags. event attributes, and the native keys are - // pre-prefixed: tags.llamaindex.run_id / tags.llamaindex.step.* ride 53/55 + - // 51/52 events (all but OTel-native `exception`), on 104/154 spans including - // all 12 attribute-less `*.run` spans. The only clause that reaches those spans - // if the scope is ever rewritten/dropped by a collector. Corpus FP scan: - // tags.llamaindex.* event-attr keys occur ONLY in the two llamaindex captures - // (147 + 141 occurrences; openrouter 0, eve_slack 0). Vendor-namespaced, so - // unconditional per X4. + // Dispatcher-mirrored span events repeat the tag map as `tags.` event + // attributes with the native keys pre-prefixed. The only clause that + // reaches the attribute-less `*.run` spans if a collector rewrites or drops + // the scope. Vendor-namespaced, so unconditional. || s.events() .any(|event| event.any_attr_prefix("tags.llamaindex.")) } -/// Seed: frameworks/mastra/registry-seed.yaml -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `mastra.metadata.resumedFromSpanId` (wire): Session-shaped hex id on all 15 resume- -/// population spans in mastra_user, and it looks like a correlation key because it equals the -/// resumed root's dangling parentSpanId. It is a SPAN id (of an internal, never-exported -/// span), scoped to one suspend→resume hop; two different values inside one 66-span session. -/// -/// * `mastra.metadata.resumed` (wire): Constant literal 'true' on the 15 resume spans. A -/// boolean marker, not an identifier — but it is the only span-local way to recognise the -/// resume roots whose parents dangle (see algebra_violations). -/// -/// * `gen_ai.response.id` (wire): On every `chat` span with a response (7/66 + 5/37); one -/// distinct value per LLM call, 7 values inside the single mastra_user session. -/// -/// * `gen_ai.tool.call.id` (wire): Provider tool-call id (call_… / toolu_bdrk_…). Per tool -/// invocation; the one value that repeats (call_nGuNvnEH… x2 in mastra_agents) does so only -/// because that span was exported twice. -/// -/// * `service.name` (wire): mastra- here [H]; in real deployments it is the -/// Observability config's serviceName — process/deployment identity, never session identity. -/// Note it is also the ONLY attribute on the log signal's resource. -/// -/// Harness-only keys in the fixture captures (not framework signal): -/// `mastra.metadata.scenario`, `mastra.metadata.capture`, `mastra.metadata.turn`, -/// `mastra.metadata.approval`. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * `dangling_parents_on_resume`: Mastra's HITL resume re-parents the new root onto the span -/// that was live when the run suspended (@mastra/core dist/workflow-event-processor- -/// BbED1LMn.js:2207-2215 persists {traceId, spanId}; dist/agent-Dj30gJa3.js:34499-34506 feeds -/// it back as tracingOptions.parentSpanId). Under the default includeInternalSpans: false -/// that span is an INTERNAL loop span that is never exported, and BaseSpan.getParentSpanId -/// returns the persisted id verbatim without the usual internal-span skip -/// (@mastra/observability dist/index.js:2579-2584). Result: 2 spans in mastra_user declare -/// parents 85b7af4294e4b0ef / 5179d6fcaf30c7ba that no record ever contains. Root detection -/// MUST be 'parent absent from the trace' — mastra_user then has 9 roots across 7 traces, -/// with 2 traces holding 2 roots each. -/// -/// * `duplicate_span_id_with_conflicting_error`: mastra_agents record seq 0 contains -/// `execute_tool fetch_transport_data` TWICE under one span id (9c1bf272f056c34a) — same -/// trace, same parent, same status (ERROR/503), same exception event, but error.type=unknown -/// on the first copy and error.type=TOOL_EXECUTION_FAILED on the second. error.type is -/// `span.errorInfo.id || 'unknown'` (otel-exporter dist/index.js:487), so the tool span was -/// ended twice with progressively-enriched errorInfo and both ends were exported. 37 spans, -/// 36 distinct span ids. See algebra_violations. -/// -/// * `no_gen_ai_system`: Mastra emits NO gen_ai.system. Provider attribution lives in -/// gen_ai.provider.name, normalized from the model string by an alias table -/// (dist/index.js:498-557): every call here went to OpenRouter, so the value is the literal -/// 'openrouter' (not in the semconv's provider list) while gen_ai.request.model carries -/// openai/gpt-4o-mini or anthropic/claude-haiku-4.5. Any rule keyed on gen_ai.system misses -/// Mastra entirely. -/// -/// * `operation_name_is_not_semconv`: gen_ai.operation.name doubles as Mastra's span-type -/// field: 6 of the 8 observed values (model_step, model_inference, memory_operation, -/// processor_run, workflow_step, workflow_parallel) are not semconv operation names, they are -/// span.type.toLowerCase(). Convenient for coverage, hostile to any consumer that validates -/// the enum. -/// -/// * `nested_model_spans_double_count`: One LLM call produces up to three nested spans: `chat -/// ` (CLIENT, the only one with gen_ai.request/response/usage), `model_step ` -/// and `model_inference ` (both INTERNAL, carrying mastra.model_step.input/output -/// blobs). In mastra_user that is 9 chat / 9 model_step / 9 model_inference for 9 LLM calls; -/// in mastra_agents 5 / 8 / 8 (multi-step tool loops). Token and cost rollups must count -/// `chat` spans only. -/// -/// * `span_kind_is_almost_useless`: getSpanKind maps MODEL_GENERATION / RAG_EMBEDDING / -/// MCP_TOOL_CALL to CLIENT and everything else to INTERNAL (dist/index.js:657-664). So 9+5 -/// CLIENT spans and 89 INTERNAL — the trace root is INTERNAL even in the workflow scenario. -/// -/// * `attribute_typing_is_mixed`: Unlike the Java frameworks, values keep their OTLP types: -/// token counts arrive as intValue, temperature as doubleValue, -/// gen_ai.response.finish_reasons as a JSON STRING '["stop"]' (JSON.stringify of a one- -/// element array, dist/index.js:449) and gen_ai.tool.definitions as a JSON string array. -/// Canonical stringification is required before any eq() comparison. -/// -/// * `harness_metadata_shares_the_framework_namespace`: [H] The scenarios pass -/// tracingOptions.metadata {scenario, turn, capture, approval}; the exporter writes them into -/// mastra.metadata.* alongside the framework's own runId/threadId/resourceId. Zero spans are -/// harness-EMITTED and zero are harness-MUTATED (no manual span API is used anywhere under -/// frameworks/mastra/ — grep for startActiveSpan/setAttribute/recordException/addEvent -/// returns nothing), but 103/103 spans carry harness-authored attribute keys that a -/// customer's own metadata would occupy identically. See session.harness_keys. -/// -/// * `exports_nothing_without_an_explicit_exporter`: Mastra reads no OTEL_EXPORTER_OTLP_* -/// variable: OtelExporter requires an explicit provider config and disables itself with -/// '[OtelExporter] Custom configuration requires endpoint' otherwise, and `observability` -/// must be an Observability INSTANCE — passing a plain config object silently installs -/// NoOpObservability. Both failure modes are silent, which bounds how much Mastra data -/// arrives from apps that were merely env-configured. -/// -/// * `single_resource_block_per_record`: Every record is one resourceSpans block with one -/// scopeSpans block containing the whole batch (18/29/19 spans for mastra_user), so the -/// resource and scope are NOT duplicated per span — the opposite of spring_ai's one-span-per- -/// block shape. -/// -/// Config variants that change the wire shape (`include-internal-spans`, `exclude-span-types`): -/// recorded in full in the seed's `variants:` block — re-read it before touching this vendor's -/// rules. +/// Decoy keys — never consult these as session candidates: +/// +/// * `mastra.metadata.resumedFromSpanId`: a session-shaped hex id that equals the +/// resumed root's dangling `parentSpanId`, so it reads like a correlation key. +/// It is a SPAN id scoped to one suspend→resume hop. +/// * `mastra.metadata.resumed`: a constant `true` marker, not an identifier — but +/// the only span-local way to recognise resume roots whose parents dangle. +/// * `gen_ai.response.id`, `gen_ai.tool.call.id`: per LLM call / per tool call. +/// * `service.name`: process identity, and the only attribute on the LOG signal's +/// resource. +/// +/// Traps: +/// +/// * Mastra's HITL resume re-parents the new root onto the span that was live when +/// the run suspended, and under the default `includeInternalSpans: false` that +/// span is never exported. Spans therefore declare parents no record contains: +/// root detection MUST be "parent absent from the trace", not "no parent id". +/// * A tool span can be ended twice with progressively-enriched error info and both +/// ends exported, producing two spans under one span id with conflicting +/// `error.type`. +/// * Mastra emits no `gen_ai.system`; provider attribution lives in +/// `gen_ai.provider.name`. `gen_ai.operation.name` doubles as Mastra's span-type +/// field, so most of its values are not semconv operation names. +/// * Mastra reads no `OTEL_EXPORTER_OTLP_*` variable and silently installs a no-op +/// observability layer if the config shape is wrong. Both failure modes are +/// silent, which bounds how much Mastra data arrives from env-configured apps. pub const MASTRA: VendorDef = VendorDef { id: VendorId::Mastra, detect: detect_mastra, @@ -2872,7 +1446,6 @@ pub const MASTRA: VendorDef = VendorDef { prefixes: &["mastra."], span_names: &[], session_candidates: &[ - // verdict: B. SessionCandidateDef { key: "gen_ai.conversation.id", authority: mastra_session_authority, @@ -2882,7 +1455,6 @@ pub const MASTRA: VendorDef = VendorDef { granularity: Granularity::Session, granularity_of_value: None, }, - // verdict: A. SessionCandidateDef { key: "mastra.metadata.runId", authority: mastra_session_authority, @@ -2892,7 +1464,6 @@ pub const MASTRA: VendorDef = VendorDef { granularity: Granularity::Run, granularity_of_value: None, }, - // verdict: B. SessionCandidateDef { key: "mastra.metadata.resourceId", authority: mastra_session_authority, @@ -2906,212 +1477,68 @@ pub const MASTRA: VendorDef = VendorDef { decoy_values: &[], }; -// Phase 2 (fix-queue M1–M3 + expert M4, 2026-08-13): re-adjudicated, shape CONFIRMED. -// M1 (duplicate span id with conflicting error.type), M2 (resume roots with dangling -// parents) and M3 (harness-indistinguishable mastra.metadata.* provenance) all stay -// DO-NOT-FIX — each needs cross-span state or absent wire data; the caveats below are -// the permanent record, and classification is already correct and deterministic on -// every one of those shapes (both duplicate copies classify identically; both resume -// roots carry the session key). M4 — the `mastra.` namespace as a standalone -// rename-proof disjunct — is CONFIRMED as shipped: mastra.span.type is written -// unconditionally on every span (otel-exporter dist/index.js:419-420; 66/66 + 37/37 + -// 21/21 wire), the namespace is exporter-owned (the only customer injection path, -// tracingOptions.metadata -> mastra.metadata.*, lands on Mastra's own spans by -// construction — unlike llamaindex's instrument_tags there is no API that puts -// mastra.* on a non-Mastra span), and the negative sweep is clean: 0/4,097 openrouter, -// 0/2,328 eve_slack, 0/1,927 eve_slack_no_messages carry any `mastra.` key. A -// scope+resource rename (both pin the npm package name, so they rename together) -// degrades to `mastra`, not to unknown:genai. fn detect_mastra(s: &SpanCtx) -> bool { - // source: wire. - // The only NATIVE framework-identifying resource attribute in the corpus. Mastra abuses - // the standard OTel key: SpanConverter.initIfNeeded() (otel-exporter - // dist/index.js:585-600) builds the resource from scratch with telemetry.sdk.name = the - // exporter package name and telemetry.sdk.version = the exporter version (1.3.8), while - // service.version carries the @mastra/core version. STANDALONE sufficiency is justified - // by construction, not by single-vendor-process assumption: this resource is minted per - // exported span inside Mastra's own converter — no resource detector, no merge with a - // global SDK Resource — and Mastra never routes spans through a process-wide - // TracerProvider. A Mastra app also running @opentelemetry/auto-instrumentations-node - // therefore emits its HTTP / DB spans with the NodeSDK's own resource - // (telemetry.sdk.name=opentelemetry); those spans cannot inherit this value. The only - // ways to see it on a non-Mastra span are a customer explicitly setting - // OTEL_RESOURCE_ATTRIBUTES or the exporter's own resourceAttributes option to this - // value (it is merged last and would win), or a collector rewriting resources. Both are - // pathological; the scope test agrees on 103/103 spans in these captures, so a wrong - // sufficiency verdict changes nothing here. NOTE the asymmetry: the LOG signal's - // resource is built separately (dist/index.js:936-941) and carries service.name ONLY, - // so this predicate classifies spans but never log records. + // The only NATIVE framework-identifying resource attribute in the corpus. + // Mastra abuses the standard OTel key: its exporter builds the resource from + // scratch with `telemetry.sdk.name` = the exporter package name. Standalone + // sufficiency holds BY CONSTRUCTION, not by assuming a single-vendor process: + // this resource is minted per exported span inside Mastra's own converter — no + // resource detector, no merge with a global SDK Resource — and Mastra never + // routes spans through a process-wide TracerProvider, so a co-loaded + // auto-instrumentation's spans carry the NodeSDK resource. NOTE the asymmetry: + // the LOG signal's resource is built separately and carries `service.name` + // only, so this predicate classifies spans but never log records. s.resource("telemetry.sdk.name") == Some("@mastra/otel-exporter") - // owned_by: library, source: wire. - // Hardcoded: SpanConverter sets scope = {name: params.packageName, version: } with packageName pinned to the literal '@mastra/otel-exporter' at - // construction (otel-exporter dist/index.js:602-605, 910). Library-owned, npm- - // namespaced, stable across the package; catches 66/66 + 37/37 spans and the single log - // record (LoggerProvider.getLogger uses the same name, dist/index.js:944). Nothing else - // can land in this scope: Mastra converts finished AISpans into ReadableSpans and - // pushes them straight into its own BatchSpanProcessor (dist/index.js:963-967), so no - // third-party instrumentation can write to it. The scope identifies the EXPORTER, not - // the framework version — scope.version tracks @mastra/otel-exporter, and - // @mastra/core's version is only visible as service.version. + // The exporter's hardcoded scope name. Nothing else can land in it: Mastra + // converts finished spans and pushes them straight into its own + // BatchSpanProcessor, so no third-party instrumentation can write there. || s.scope_name() == "@mastra/otel-exporter" - // source: wire. + // The exporter-owned `mastra.` namespace, written unconditionally on every + // span. The only customer injection path (`tracingOptions.metadata`) lands + // on Mastra's own spans by construction, so this stays a standalone + // rename-proof disjunct: a scope+resource rename (both pin the npm package + // name, so they rename together) degrades to `mastra`, not to unknown. || s.any_attr_prefix("mastra.") } -// Deliberately `has_attr("mastra.span.type")` rather than `|_| true` (phase-2 -// re-adjudication kept the seed's non-self-referential choice): under detect clauses -// (a)/(b) a hypothetical attribute-less span in the scope would correctly NOT be -// session-authoritative. In-corpus the two are indistinguishable — the key is a total -// cover (66/66 + 37/37 + 21/21). +// Deliberately `has_attr("mastra.span.type")` rather than `|_| true`: under the +// scope and resource clauses a hypothetical attribute-less span in the scope +// would correctly NOT be session-authoritative. The key is a total cover on the +// corpus, so the two are indistinguishable there. fn mastra_session_authority(s: &SpanCtx) -> bool { s.has_attr("mastra.span.type") } -/// Seed: frameworks/microsoft_agent_framework/registry-seed.yaml -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `gen_ai.agent.id` (wire): THE trap in this framework. Per-Agent-OBJECT uuid4 -/// (_agents.py:436-438), on all 13 invoke_agent spans. In the user capture ONE value covers -/// all 8 traces and it is the only cross-trace constant that exists — a session-shaped -/// coincidence of one process holding one Agent object. The agents capture shows the truth: 5 -/// distinct values inside a single workflow run. In a server the Agent is a module-level -/// singleton, so joining on it merges every user of the process into one 'session'. Customers -/// may also pass Agent(id=...) explicitly, which makes it stable across restarts and even -/// more convincing. It is agent identity, never conversation identity. -/// -/// * `workflow.id` (wire): Per WorkflowBuilder.build() uuid4. Genuinely joins the two agents- -/// capture traces (identical value on workflow.build and workflow.run), which makes it look -/// like a session key — but a server builds the workflow once at import and runs it for every -/// request, so the value is process-constant across unrelated runs. Use it to stitch -/// build->run, never to define a session. -/// -/// * `service.instance.id` (wire): uuid4 minted per process by the OTel SDK resource detector; -/// one value per capture, so it is perfectly session-shaped in a one-process fixture and -/// perfectly useless in a server. Process identity. -/// -/// * `gen_ai.response.id` (wire): Provider response id on every `chat` span; unique per LLM -/// call. -/// -/// * `gen_ai.tool.call.id` (wire): Provider tool-call id (call_... / toolu_...). It repeats -/// across the HITL approval span and the resumed execute_tool span, which makes it look like -/// a correlation key for the approval flow; it correlates one tool call, not a session. -/// -/// * `edge_group.id` (wire): '/' per edge group; the 3 FanIn spans share -/// one value and look like a group id. Scoped to the workflow graph, not to a conversation. -/// -/// Harness-only keys in the fixture captures (not framework signal): `hitl.approval.id`, -/// `hitl.mechanism`, `hitl.tool.name`, `hitl.tool.arguments`, `hitl.user.response`, -/// `hitl.approved`. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * `otlp_protocol_defaults_to_grpc`: _get_exporters_from_env() reads -/// OTEL_EXPORTER_OTLP_PROTOCOL with default="grpc" (observability.py:554), against the OTel -/// spec default of http/protobuf. A customer pointing OTEL_EXPORTER_OTLP_ENDPOINT at an HTTP -/// collector and setting nothing else sends gRPC to an HTTP port and captures NOTHING — -/// silently, with retries, no error surfaced to the app. Highest-frequency onboarding failure -/// to expect for this vendor. The fixture sets the var explicitly (telemetry.py:25). -/// -/// * `cumulative_histograms_reexported_in_full`: All three instruments are CUMULATIVE -/// (aggregationTemporality=2) behind a PeriodicExportingMetricReader at 5 s -/// (observability.py:983). Every export re-ships every data point ever recorded: in the user -/// capture seq 5 and seq 6 are byte-identical metric payloads, as are seq 6 and seq 7 in the -/// agents capture. Any naive sum over records double-counts, and metric volume grows with -/// process lifetime, not with traffic. -/// -/// * `unbounded_metric_cardinality_on_tool_duration`: -/// agent_framework.function.invocation.duration is recorded with the execute_tool SPAN's -/// attribute dict (_tools.py:793), so its dimensions include gen_ai.tool.call.id — a unique -/// id per invocation — plus gen_ai.tool.description and, under ENABLE_SENSITIVE_DATA, the -/// full gen_ai.tool.call.arguments JSON. Every tool call therefore creates a NEW permanent -/// cumulative time series carrying prompt-derived content. Combined with cumulative -/// temporality this is an unbounded, monotonically growing metric payload; wire-visible -/// already at 3 series in a 32-span capture. -/// -/// * `metric_views_drop_everything_else`: configure_otel_providers() installs -/// create_metric_views(): View(instrument_name="agent_framework*"), -/// View(instrument_name="gen_ai*"), View(instrument_name="*", aggregation=DropAggregation()) -/// (observability.py:688-692) on the GLOBAL MeterProvider. Calling the framework's -/// convenience setup therefore silently discards every other library's metrics in the process -/// — HTTP clients, runtime metrics, the app's own counters. -/// -/// * `framework_overwrites_service_version`: create_resource() sets service.version to the -/// agent-framework package version when OTEL_SERVICE_VERSION is unset -/// (observability.py:669-671), and service.name to the literal 'agent_framework' when -/// OTEL_SERVICE_NAME is unset. Both captures show service.version=1.13.0 for an app that has -/// no such version. Resource-based app identity from this framework is not trustworthy. -/// -/// * `gen_ai_provider_name_is_the_client_class`: gen_ai.provider.name is a ClassVar of -/// whichever client/agent class emitted the span, not the endpoint actually contacted: -/// 'microsoft.agent_framework' on invoke_agent (_agents.py:754), 'openai' on chat -/// (agent_framework_openai _chat_completion_client.py:1193) — for traffic that went to -/// OpenRouter, including the anthropic/claude-haiku-4.5 calls. server.address carries the -/// truth (https://openrouter.ai/api/v1/ on 17/17 chat spans; the 'Unknown' first-request -/// value NOTES.md reported does not occur in these captures). -/// -/// * `span_links_are_the_only_fan_in_encoding`: Workflow message delivery is modelled with OTel -/// span links, not parent/child: every executor.process / edge_group.process span is a direct -/// child of workflow.run and links back to the message.send span that published its input. 8 -/// spans carry links in the agents capture; executor.process summary_agent carries 3 — the -/// fan-in join. A parser walking only parentSpanId sees flat siblings and loses the causality -/// entirely. Links are outside the predicate algebra (see algebra_violations). -/// -/// * `no_native_hitl_telemetry`: @tool(approval_mode="always_require") is a genuine native gate -/// — the loop stops before the tool body runs — but it emits nothing: no span, no event, no -/// attribute. A DENIED call produces no execute_tool span at all, so the only wire evidence -/// is a string inside the next chat span's gen_ai.input.messages. Approval latency and -/// approval outcome are unobservable for this vendor. -/// -/// * `harness_reparents_the_resume_traces`: [H] The 2 `approval delete_file` spans -/// (scenario_a_user.py:58, via the public create_workflow_span) WRAP the resuming -/// agent.run(), so in traces 17bcfafb and e12727cd the harness span is the ROOT and the -/// native invoke_agent is its child. Without the fixture those two resume runs would be -/// ordinary invoke_agent-rooted traces; the trace COUNT (8) is unaffected, the root identity -/// is not. Root-anchored readers must not learn 'MAF traces are rooted at a non-gen_ai span' -/// from this capture. -/// -/// * `attribute_value_typing_is_mixed`: Unlike the Java frameworks, values arrive natively -/// typed: gen_ai.usage.input_tokens as intValue, gen_ai.request.temperature and -/// agent_framework.function.invocation.duration as doubleValue, -/// gen_ai.response.finish_reasons as an arrayValue of strings. Canonical stringification -/// (verify-seed.ts semantics) is what makes eq() predicates portable here; do not assume -/// stringValue. -/// -/// * `semconv_flavour_is_latest_experimental_without_opt_in`: 1.13.0 emits the -/// gen_ai_latest_experimental flavour unconditionally — message content as -/// gen_ai.input.messages / gen_ai.output.messages JSON attributes, no gen_ai.user.message / -/// gen_ai.choice SPAN events, gen_ai.provider.name instead of gen_ai.system, only the new -/// gen_ai.usage.input_tokens/output_tokens names. There is no OTEL_SEMCONV_STABILITY_OPT_IN -/// switch anywhere in the package (grep: zero hits), so there is no stable-flavour variant to -/// model — but any consumer keyed on gen_ai.system or on the older event names sees nothing -/// from this vendor. -/// -/// * `chat_spans_are_scope_only` — MS2, adjudicated DECLINED 2026-08-13: the 17 `chat ` -/// spans (9 user + 8 agents) carry no framework-specific attribute at all — their key sets -/// are pure `gen_ai.*` + `server.address` — so there is nothing to conjoin on, and the -/// queue's wanted rule (`gen_ai.provider.name == "openai"` plus a negation of the OpenAI-SDK -/// scope) is a corpus trap: openrouter carries 1,477 spans with that exact provider value -/// under its own scope, against an asserted ceiling of zero vendor claims. Disposition: -/// scope claims them; on scope loss they honestly degrade to `unknown:genai`. Do not -/// re-propose without new wire evidence. Scope loss is this vendor's real cliff — 13 -/// invoke_agent survive on the provider prefix, 5 execute_tool on `agent_framework.`, 10 -/// plumbing on the guarded conjunct, but the 17 chat spans (every token count) degrade, and -/// the 4 `message.send` + 2 `workflow.*` spans vanish below the unknown tier entirely. -/// -/// * `span_links_stay_read_path` — MS3, DEFERRED 2026-08-13 (integration decision D-6): span -/// links are the only fan-in encoding here (8 linked spans in the agents capture, one with -/// 3 links), but fan-in causality has no classification output column, so `SpanCtx` -/// exposes no link accessor at all. As a detect clause it would also be redundant (all 8 -/// linked spans already match on scope + `executor.`/`edge_group.` evidence) and dangerous -/// as a fingerprint, since span links are generic OTel. Read-path note, no rule. -/// -/// Config variants that change the wire shape (`sensitive-data-off`, `framework-logger-at- -/// info`): recorded in full in the seed's `variants:` block — re-read it before touching this -/// vendor's rules. +/// Decoy keys — never consult these as session candidates: +/// +/// * `gen_ai.agent.id`: the trap here. A per-Agent-OBJECT uuid4 — the only +/// cross-trace constant in a single-agent capture, several distinct values inside +/// one workflow run, and a process-wide singleton in a server. +/// * `workflow.id`: per `WorkflowBuilder.build()`. Use it to stitch build→run, +/// never to define a session — a server builds once at import. +/// * `service.instance.id`: per-process uuid4. +/// * `gen_ai.response.id`, `gen_ai.tool.call.id`: per LLM call / per tool call. The +/// tool-call id repeats across the HITL approval and the resumed tool span. +/// * `edge_group.id`: scoped to the workflow graph. +/// +/// Traps: +/// +/// * The OTLP protocol default is **grpc**, against the OTel spec's http/protobuf. +/// A customer pointing `OTEL_EXPORTER_OTLP_ENDPOINT` at an HTTP collector and +/// setting nothing else captures NOTHING, silently. Highest-frequency onboarding +/// failure for this vendor. +/// * `gen_ai.provider.name` is a ClassVar of the emitting client class, not the +/// endpoint contacted. `server.address` carries the truth. +/// * Workflow message delivery is modelled with span LINKS, not parent/child, so a +/// parser walking only `parentSpanId` loses the causality. `SpanCtx` exposes no +/// link accessor — links are generic OTel and a dangerous fingerprint. +/// * The native approval gate emits nothing: a DENIED call produces no tool span at +/// all, and the only evidence is a string inside the next chat span's messages. +/// * Scope loss is this vendor's real cliff: `chat` spans carry no +/// framework-specific attribute at all, so there is nothing to conjoin on and +/// every token count degrades to `unknown:genai`. A +/// `gen_ai.provider.name == "openai"` rule is not the answer — openrouter carries +/// 1,477 spans with that exact value. pub const MICROSOFT_AGENT_FRAMEWORK: VendorDef = VendorDef { id: VendorId::MicrosoftAgentFramework, detect: detect_microsoft_agent_framework, @@ -3127,7 +1554,6 @@ pub const MICROSOFT_AGENT_FRAMEWORK: VendorDef = VendorDef { ], span_names: &[], session_candidates: &[ - // verdict: B. SessionCandidateDef { key: "gen_ai.conversation.id", authority: |s| s.attr("gen_ai.operation.name") == Some("invoke_agent"), @@ -3139,186 +1565,81 @@ pub const MICROSOFT_AGENT_FRAMEWORK: VendorDef = VendorDef { }, ], decoy_values: &[ - // source_code: LOCAL_HISTORY_CONVERSATION_ID sentinel (_sessions.py:1028). Stamped onto - // ChatResponse.conversation_id when require_per_service_call_history_persistence is - // used without service-side storage (_sessions.py:1341-1343). The framework itself - // guards against writing it into AgentSession.service_session_id - // (is_local_history_conversation_id checks at _agents.py:1135, 1170, 1193), but an - // integration that feeds response.conversation_id back in as the next run's - // conversation_id option would stamp it on every invoke_agent span as a process-wide - // constant. Not observed on the wire. + // The framework's local-history sentinel. It guards against writing this + // into its own session id, but an integration that feeds + // `response.conversation_id` back in as the next run's option would stamp + // it on every `invoke_agent` span as a process-wide constant. "agent_framework_local_history_persistence", - // source_code: Fallback used across the telemetry layer when an identity cannot be - // resolved (gen_ai.agent.id/gen_ai.agent.name default to 'unknown' at - // observability.py:1833-1834, provider name at 1421). Never a session id; listed so a - // resolver never treats a literal 'unknown' as a real value. + // The telemetry layer's fallback when an identity cannot be resolved. + // Never a session id. "unknown", ], }; fn detect_microsoft_agent_framework(s: &SpanCtx) -> bool { - // owned_by: library, source: wire. - // Hardcoded as the default instrumenting_module_name in - // agent_framework/observability.py:992-996 (get_tracer), with - // instrumenting_library_version = the package version. ONE scope for the whole - // framework — agent, chat, tool, workflow, executor, edge-group and message spans all - // land in it (53/53 spans across both captures, no schemaUrl, no scope attributes). It - // must stand alone: the 17 `chat ` spans carry no framework-specific attribute - // at all and nothing else in this seed classifies them. Accepted cost: get_tracer() and - // create_workflow_span() are PUBLIC API, so app-authored spans land in this scope too — - // see false_positives. + // The framework's hardcoded default instrumenting module name — ONE scope for + // agent, chat, tool, workflow, executor, edge-group and message spans. It must + // stand alone: the `chat ` spans carry no framework-specific attribute + // and nothing else here classifies them. Accepted cost: `get_tracer()` and + // `create_workflow_span()` are PUBLIC API, so app-authored spans land in this + // scope too. s.scope_name() == "agent_framework" - // source: wire (phase-2, fix-queue MS1). - // Value-PREFIX, not equality: `Agent.AGENT_PROVIDER_NAME` (_agents.py:754) is the - // exact string on 13/13 invoke_agent spans (8 user + 5 agents), and the prefix - // additionally covers the harness agents' `microsoft.agent_framework.harness` - // (_harness/_agent.py:265,677 — source-verified, not exercised on the wire). Corpus - // scan: zero non-MAF spans carry any gen_ai.provider.name starting with this - // prefix, so it is a strict recall superset at zero FP cost. Subclasses that - // REPLACE the value (A2A, github.copilot, anthropic.claude, azure.ai.foundry) stay - // permanently unreachable by value — claiming `anthropic.claude` as MAF evidence - // would steal Anthropic-SDK spans — and are covered by the scope alone. + // Value-PREFIX, not equality: the exact provider constant covers the + // `invoke_agent` spans and the prefix additionally covers the framework's + // harness agents. No non-MAF span carries a `gen_ai.provider.name` starting + // with it, so it is a strict recall superset at zero cost. Subclasses that + // REPLACE the value (A2A, github.copilot, anthropic.claude, azure.ai.foundry) + // stay permanently unreachable by value — claiming `anthropic.claude` as MAF + // evidence would steal Anthropic-SDK spans — and are covered by the scope. || s.attr("gen_ai.provider.name") .is_some_and(|value| value.starts_with("microsoft.agent_framework")) - // source: wire. - // The vendor's own attribute namespace — X4's explicit carve-out, so it stays - // unconditional. Wire: agent_framework.function.invocation.duration on 5/5 - // execute_tool spans (_tools.py:793). + // The vendor's own attribute namespace, so it stays unconditional. || s.any_attr_prefix("agent_framework.") - // source: wire (phase-2, X4 sweep — the queue's own list missed this one). - // `executor.id` / `executor.type` / `edge_group.*` are not vendor-named: they are - // stock scheduler vocabulary (Airflow, Spark, any task-queue app), the same - // genericity class as the `workflow.` prefix this seed already had to delete after - // it fired on 2,037/2,328 eve_slack spans. Corpus disjointness was the only thing - // protecting them — precisely the posture C2 was written to end. The guard is free: - // all 5 `executor.process` spans carry message.type + message.payload_type and all - // 5 `edge_group.process` spans carry message.source_id (10/10 co-occurrence in - // microsoft_agent_framework_agents, from create_processing_span / - // create_edge_group_processing_span), so recall is identical on the corpus while a - // lone `executor.*` app key no longer classifies. Bare `message.` deliberately - // stays out: the 4 `message.send` spans remain scope-only false negatives rather - // than letting one generic `message.type` key claim a vendor. + // `executor.*` and `edge_group.*` are NOT vendor-named: they are stock + // scheduler vocabulary (Airflow, Spark, any task-queue app) — the same + // genericity class as a bare `workflow.` prefix, which had to be dropped + // after it fired on most of the corpus' eve_slack capture. The guard is + // free: every `executor.process` span carries `message.type` and every + // `edge_group.process` span `message.source_id`, so recall is identical + // while a lone `executor.*` app key no longer classifies. Bare `message.` + // deliberately stays out: the `message.send` spans remain scope-only false + // negatives rather than letting one generic key claim a vendor. || ((s.any_attr_prefix("executor.") || s.any_attr_prefix("edge_group.")) && s.any_attr_prefix("message.")) } -/// Seed: frameworks/openai_agents_sdk/registry-seed.yaml -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `service.instance.id` (wire): Stock OTel-Python resource attribute, a fresh uuid4 per -/// PROCESS (6a9de051-... / b944a5f5-...). In these fixtures one process is one scenario, so -/// it looks exactly like a session id and is constant across all 6 traces of -/// openai_agents_sdk_user. In a server it is one value for millions of conversations. -/// -/// * `graph.node.id` (wire): 13/76 spans (8 + 5). Despite the name it is the AGENT NAME copied -/// verbatim (_processor.py:183, from AgentSpanData.name) — `assistant`, `budget_worker`. A -/// constant per agent definition, not an identifier of anything runtime. -/// -/// * `llm.output_messages.0.message.tool_calls.0.tool_call.id` (wire): Provider tool-call id -/// (call_...), and its mirror llm.input_messages.N.message.tool_call_id. Repeats across the -/// approval-pending and executed delete_file spans of one HITL turn, which makes it look like -/// a correlation key; it correlates one tool call, never a session. -/// -/// * `openinference.project.name` (source_code): Resource attribute set by -/// openinference.instrumentation.using_project (_projects.py:20-24). A Phoenix PROJECT name — -/// a deployment-wide constant, the same decoy shape as langsmith.trace.session_name. Never a -/// session. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * `group_id_is_silently_dropped`: THE landmine. The SDK's documented session idiom — -/// trace(workflow_name, group_id=...) and RunConfig.group_id, described in its own docs as -/// the way to link multiple traces from one conversation — is accepted, stored on the Trace -/// object (tracing/traces.py:168,231-232, exported to OpenAI's backend as -/// payload['group_id']) and then thrown away by the OTLP path: -/// OpenInferenceTracingProcessor.on_trace_start reads ONLY trace.name (_processor.py:87-94). -/// grep group_id in the instrumentation package = 0 matches; the fixture used the idiom -/// correctly on all 6 turns and the value scenario-a- appears 0 times in the capture -/// bytes. A customer who did everything the SDK told them to do produces 100% unsessioned -/// traces, with no error and no warning. Same for RunConfig.trace_metadata (Trace.metadata is -/// never read either). -/// -/// * `sdk_trace_ids_dropped`: The SDK mints its own ids — trace_<32hex> and span_<24hex> — -/// which are the ids shown in the OpenAI traces dashboard. The bridge creates fresh W3C OTel -/// ids and emits neither SDK id as an attribute (_processor.py has no reference to -/// trace.trace_id outside its internal dict key). There is NO way to correlate a maple trace -/// back to the OpenAI dashboard, in either direction. -/// -/// * `task_and_turn_spans_are_unmapped`: openai-agents 0.19.4 added TaskSpanData (one per -/// Runner.run, name = the workflow name) and TurnSpanData (one per agent-loop turn, carrying -/// turn index, agent_name and per-turn USAGE). OpenInference 1.6.2's _get_span_kind knows -/// neither type, so both fall through to CHAIN (_processor.py:235) and on_span_end's -/// isinstance chain matches nothing — their entire payload is discarded. Wire-confirmed: all -/// 11 `Agent workflow` and all 17 `turn` spans carry exactly 2 attributes -/// (openinference.span.kind + llm.system). 28/76 spans in this corpus are content-free -/// scaffolding purely because the instrumentor lags the SDK, and the SDK's own per-run/per- -/// turn token usage never reaches OTLP. -/// -/// * `trace_root_is_agent_not_chain`: The trace-root span (`user turn N`, -/// `amsterdam_research_briefing`) is openinference.span.kind=AGENT, hardcoded at -/// _processor.py:92 — NOT CHAIN. It is also the only span type that does not get llm.system, -/// so it carries exactly ONE attribute. An earlier revision of NOTES.md recorded it as CHAIN; -/// the wire disagrees (7/7 AGENT). -/// -/// * `span_names_are_customer_text`: Span names are unusable as rules. The root's name is the -/// workflow name the customer passes to trace() (free text: `user turn 3`); `Agent workflow` -/// is merely RunConfig.workflow_name's DEFAULT; AGENT span names are agent names; TOOL span -/// names are tool names. On a resumed run the task span inherits the workflow name from the -/// persisted RunState (agents/run.py:607-665 resolve_trace_settings -> task_span(name= -/// trace_workflow_name)), which is why openai_agents_sdk_user contains two spans named `user -/// turn 6` at different depths of one trace. -/// -/// * `llm_system_is_always_openai`: llm.system is the constant string openai on 69/76 spans, -/// set at span start from OpenInferenceLLMSystemValues.OPENAI (_processor.py:127) with no -/// reference to the actual provider. openai_agents_sdk_agents routes 3 of 8 generations to -/// anthropic/claude-haiku-4.5 through OpenRouter and still reports openai. Only -/// llm.model_name carries the truth, and llm.invocation_parameters carries the base_url -/// (https://openrouter.ai/api/v1/, credential-free — verified: 0 occurrences of api_key or -/// sk-or in either capture). -/// -/// * `pending_approval_repr_leak`: Native HITL (@function_tool(needs_approval=True)) fires -/// correctly — 3 delete_file spans in openai_agents_sdk_user: one pending in the rejected -/// turn 5, one pending plus one executed in the approved turn 6. Both PENDING spans set -/// output.value to a 4,762/4,763-byte (one byte apart) Python repr(FunctionToolResult(...)) containing every tool's -/// JSON schema, the nested ToolApprovalItem and live object addresses (<... object at -/// 0x10c343740>), with output.mime_type absent; the executed span is a clean 30-byte string. -/// Nothing in the span marks which is which — approval state is invisible to any rule. -/// -/// * `errors_are_status_text_only`: The corpus' only failure (fetch_transport_data, -/// openai_agents_sdk_agents) is an OTel status code 2 whose message is the SDK SpanError -/// rendered as a Python dict literal: "Error running tool (non-fatal): {'tool_name': -/// 'fetch_transport_data', 'error': 'transport data service unavailable (503)'}". No -/// exception event, no exception.type/message attribute, no error.type. Note the parent chain -/// stays OK — the agent recovered — so trace-level error rollups keyed on the root see a -/// clean trace. -/// -/// * `payload_is_written_twice`: Every `generation` span carries the same messages twice: -/// flattened into indexed keys -/// (llm.input_messages.12.message.tool_calls.1.tool_call.function.arguments) AND as a JSON -/// blob in input.value/output.value. One 6-turn conversation with growing history reaches 8.1 -/// KB of attributes on a single span and 55 KB in one OTLP record. There is no toggle that -/// drops only one half. -/// -/// * `no_native_otel_export`: There is no OTel export in the SDK. Without openinference- -/// instrumentation- openai-agents nothing reaches an OTLP endpoint (the SDK POSTs to -/// api.openai.com/v1/traces/ingest instead), and calling set_tracing_disabled(True) to stop -/// that ALSO kills the bridge — the OpenInference processor feeds off the same pipeline, so -/// the correct wiring keeps SDK tracing enabled and replaces its processors -/// (exclusive_processor=True, the default). With exclusive_processor=False a customer double- -/// ships every trace to OpenAI and to maple. -/// -/// * `unbatched_multi_scope_shape`: OTLP shape is one resourceSpans -> one scopeSpans -> N -/// spans per record, with the resource repeated per record. Records are BatchSpanProcessor- -/// timed, not trace-aligned: openai_agents_sdk_user packs traces 1-3 into record 0 and traces -/// 4-6 into record 1, while openai_agents_sdk_agents splits ONE trace across both records (23 -/// + 9 spans) with the root arriving last. record != trace in both directions. -/// -/// Config variants that change the wire shape (`no-openinference-default`, `using-session`, -/// `genai-semconv-dual-write`, `no-task-turn-spans`): recorded in full in the seed's -/// `variants:` block — re-read it before touching this vendor's rules. +/// Decoy keys — never consult these as session candidates: +/// +/// * `service.instance.id`: stock OTel-Python per-process uuid4. +/// * `graph.node.id`: despite the name, the AGENT NAME copied verbatim — a +/// constant per agent definition. +/// * `llm.output_messages.0.message.tool_calls.0.tool_call.id` and its input +/// mirror: provider tool-call ids that repeat across the approval-pending and +/// executed spans of one HITL turn. +/// * `openinference.project.name`: a Phoenix PROJECT name — a deployment-wide +/// constant. +/// +/// Traps: +/// +/// * THE landmine: the SDK's documented session idiom (`trace(…, group_id=…)` / +/// `RunConfig.group_id`) is accepted, stored on the Trace object, exported to +/// OpenAI's own backend — and thrown away by the OTLP bridge, which reads only +/// `trace.name`. A customer who did exactly what the SDK told them produces 100% +/// unsessioned traces, with no error and no warning. Same for +/// `RunConfig.trace_metadata`. +/// * The SDK's own trace/span ids never reach OTLP either, so there is no way to +/// correlate a maple trace back to the OpenAI dashboard in either direction. +/// * Span names are customer text everywhere (workflow, agent and tool names), so +/// they are unusable as rules, and `llm.system` is the constant `openai` +/// regardless of the actual provider — only `llm.model_name` carries the truth. +/// * Native HITL fires correctly but is invisible: the PENDING span's +/// `output.value` is a multi-kilobyte Python `repr()` containing every tool's +/// JSON schema and live object addresses, and nothing marks which span is which. +/// * The only failure shape is an OTel status message holding a Python dict +/// literal — no exception event, no `error.type`. The parent chain stays OK. +/// * Without the OpenInference instrumentor nothing reaches an OTLP endpoint at +/// all, and `set_tracing_disabled(True)` kills the bridge too — the correct +/// wiring keeps SDK tracing enabled and REPLACES its processors. pub const OPENAI_AGENTS_SDK: VendorDef = VendorDef { id: VendorId::OpenaiAgentsSdk, detect: detect_openai_agents_sdk, @@ -3326,17 +1647,13 @@ pub const OPENAI_AGENTS_SDK: VendorDef = VendorDef { prefixes: &[], span_names: &[], session_candidates: &[ - // Phase 2 (fix-queue O1, 2026-08-13): the authority stays BROAD — the queue's - // narrowing to the workflow-root population (AGENT && !graph.node.id) was - // resolved-DECLINED (expert override, integration decision). Under using_session - // — the only configuration in which this vendor ever emits a session key — - // OITracer merges the context attributes into EVERY span's start attributes - // (_tracers.py:166-184), so the broad authority encodes the wire fact that every - // span is a legitimate place to expect (state 3) and read (state 6) the key; - // narrowing would zero the key hash on 63/76 spans there and under-state the - // group-id landmine by default. The root discriminator is recorded in the seed - // for a future classification sub-tier (D-6), not here. - // verdict: C, source: source_code. + // The authority is deliberately BROAD. Under `using_session()` — the only + // configuration in which this vendor ever emits a session key — the + // OpenInference tracer merges the context attributes into EVERY span's + // start attributes, so the broad authority encodes the wire fact that every + // span is a legitimate place to expect and read the key. Narrowing to the + // workflow-root population would zero the key hash on most spans and + // under-state the dropped-group-id landmine by default. SessionCandidateDef { key: "session.id", authority: |s| s.has_attr("openinference.span.kind"), @@ -3346,7 +1663,6 @@ pub const OPENAI_AGENTS_SDK: VendorDef = VendorDef { granularity: Granularity::Session, granularity_of_value: None, }, - // verdict: C, source: source_code. SessionCandidateDef { key: "gen_ai.conversation.id", authority: |s| s.has_attr("openinference.span.kind"), @@ -3360,61 +1676,43 @@ pub const OPENAI_AGENTS_SDK: VendorDef = VendorDef { decoy_values: &[], }; -// Phase 2 (fix-queue O1–O3, 2026-08-13): re-adjudicated, shape CONFIRMED — the sole -// exact-scope clause below already is the v2 rule (integration decision D-1: exact -// scope-eq inside each vendor's detect, no shared family dispatcher). O1's authority -// narrowing was resolved-DECLINED (see the session candidates); O3's repr-leak flag is -// deferred to the read path. No attribute conjunct, deliberately: every span attribute -// this vendor emits is the generic OpenInference dialect shared by ~40 sibling -// instrumentors (seed attr_matchers.why), and llm.system is the hardcoded literal -// "openai" even for anthropic/claude-haiku-4.5 via OpenRouter (3/8 generations in the -// agents capture) — any attr clause either adds nothing or steals sibling vendors' -// spans. On a scope rename the spans degrade to unknown:openinference -// (openinference.span.kind is on 76/76), never to a wrong vendor. +// No attribute conjunct, deliberately: every span attribute this vendor emits is +// the generic OpenInference dialect shared by ~40 sibling instrumentors, and +// `llm.system` is the hardcoded literal "openai" even for Anthropic models — any +// attribute clause either adds nothing or steals sibling vendors' spans. On a +// scope rename the spans degrade to `unknown:openinference`, never to a wrong +// vendor. fn detect_openai_agents_sdk(s: &SpanCtx) -> bool { - // owned_by: library, source: wire. - // Library-owned and hardcoded: the instrumentor calls trace_api.get_tracer(__name__, - // __version__, tracer_provider) where __name__ is the package path - // openinference.instrumentation.openai_agents (openai_agents/__init__.py:41-43); - // scope.version is the INSTRUMENTOR release (1.6.2), never the SDK release. It is the - // only scope in either capture and catches 44/44 + 32/32 spans, including the trace- - // root span, which carries a single attribute and is otherwise unclassifiable. - // Standalone because the OITracer built here is used by nothing else in the process: - // every span in this scope originates in the SDK's own tracing pipeline - // (agents.tracing) or the realtime wrappers. + // The instrumentor package's own module path; `scope.version` is the + // INSTRUMENTOR release, never the SDK's. It catches every span including the + // trace root, which carries a single attribute and is otherwise unclassifiable. // - // EXACT equality, never starts_with (prefix-shadowing hazard, pinned by O2): - // "openinference.instrumentation.openai" — the D3 openinference-openai vendor, on - // the wire in crewai_user/crewai_agents/smoke-test — is a string PREFIX of this - // scope name; prefix matching would make the two vendors evaluation-order-dependent - // on each other's spans. The at-most-one-vendor tests plus both vendors' - // sufficient_scope adversarial-fixture cases pin both directions. + // EXACT equality, never `starts_with`: `openinference.instrumentation.openai` — + // the synthesized `openinference-openai` vendor — is a string PREFIX of this + // scope name, so prefix matching would make the two vendors evaluation-order- + // dependent on each other's spans. The at-most-one-vendor tests plus both + // vendors' adversarial-fixture cases pin both directions. s.scope_name() == "openinference.instrumentation.openai_agents" } -/// Seed: none — synthesized vendor (write-side plan D3); the shared instrumentor scope is -/// unclaimed by design. -/// -/// Justification: openinference.instrumentation.openai is a shared instrumentor other stacks -/// load alongside their framework (crewai captures prove co-tenancy; smoke-test proves -/// standalone use). No framework seed may claim it (crewai's seed documents why: a crewai rule -/// on this scope would mislabel every OpenAI-SDK span in the fleet). +/// Synthesized vendor — no framework seed owns it. `openinference.instrumentation.openai` +/// is a shared instrumentor other stacks load alongside their framework (the crewai +/// captures prove co-tenancy; the smoke test proves standalone use), so no framework +/// may claim it: a crewai rule on this scope would mislabel every OpenAI-SDK span in +/// the fleet. /// -/// # Caveats (the seed review's rationale record) -/// -/// * Carries the token/model/prompt payload for crewai (and any host framework that drives the -/// OpenAI SDK) — per-span vendor attribution means these spans are openinference-openai even -/// inside another vendor's trace. +/// It carries the token/model/prompt payload for crewai and any other host framework +/// that drives the OpenAI SDK — per-span vendor attribution means these spans are +/// `openinference-openai` even inside another vendor's trace. pub const OPENINFERENCE_OPENAI: VendorDef = VendorDef { id: VendorId::OpeninferenceOpenai, - // owned_by: library, source: wire. detect: |s| s.scope_name() == "openinference.instrumentation.openai", keys: &[], prefixes: &[], span_names: &[], session_candidates: &[ - // verdict: C, source: source_code. - // Same OpenInference using_session() context mechanism as the framework instrumentors. + // The same OpenInference `using_session()` context mechanism as the + // framework instrumentors. SessionCandidateDef { key: "session.id", authority: |s| s.scope_name() == "openinference.instrumentation.openai", @@ -3428,120 +1726,40 @@ pub const OPENINFERENCE_OPENAI: VendorDef = VendorDef { decoy_values: &[], }; -/// Seed: frameworks/pydantic_ai/registry-seed.yaml -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `gen_ai.response.id` (wire): 9/19 + 9/20 `chat` spans, 18 distinct values for 18 spans -/// (gen-- from OpenRouter). Per model call, never repeats across turns. -/// -/// * `gen_ai.tool.call.id` (wire): Provider tool-call id (call_… / toolu_…), 2/19 + 6/20 spans, -/// unique per call. Pydantic AI substitutes pyd_ai_ when the provider supplies -/// none (_utils.py:543-551). Correlates a tool call with its result inside -/// gen_ai.input.messages, not sessions. -/// -/// * `service.instance.id` (wire): RESOURCE attribute, generated per process by the OTel Python -/// SDK (not by Pydantic AI): one uuid4 on all 19 spans of pydantic_ai_user and another on all -/// 20 of pydantic_ai_agents. Perfectly session-shaped in a fixture where one process is one -/// scenario — and in pydantic_ai_agents it is the ONLY key that spans both traces, which is -/// exactly the trap: it would join the pipeline correctly here and join millions of unrelated -/// sessions in a long-lived server. The archetypal process-identity trap. -/// -/// * `gen_ai.agent.name` (wire): Also baggage-propagated to every child span -/// (AGENT_NAME_BAGGAGE_KEY), so it looks like a per-run join key. It is a static agent NAME: -/// one value ('user_assistant') for all 19 spans of pydantic_ai_user, 5 constants in -/// pydantic_ai_agents. Constant forever per deployed agent. -/// -/// Harness-only keys in the fixture captures (not framework signal): `capture.id`. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * `conversation_id_is_per_run_by_default`: gen_ai.conversation.id is on ~every span and is a -/// FRESH UUID7 PER RUN whenever the customer passes neither conversation_id= nor -/// message_history= (_agent_graph.py:231-255, branch 4; GraphAgentState.conversation_id -/// defaults to str(uuid7())). Presence is worthless as evidence of a session. Two red flags -/// maple can compute cheaply, neither expressible in the seed algebra: (1) the value is a -/// UUID7 — customer-chosen ids usually are not; (2) it partitions a trace exactly like -/// gen_ai.agent.call.id (the run id), which is the definitive tell. pydantic_ai_agents shows -/// 4 conversation ids inside ONE trace (5 across its 2 traces, none shared); pydantic_ai_user -/// shows 1 across 8 traces. Treat a conversation id that never appears in more than one trace -/// AND coincides with a run id as a run, not a session. PHASE-2 (P1, DECIDED 2026-08-13): -/// red flag (1) is ENFORCED IN CODE — the candidate's granularity is value-conditional on -/// the strict UUIDv7 shape; red flag (2), the partition-identity test, remains -/// documentation-only (trace-level, blocked by constraint 1). -/// -/// * `agent_delegation_fragments_the_conversation`: Sub-agents invoked as tools (the standard -/// Pydantic AI delegation pattern) run with their own message_history, so each delegated -/// worker mints its OWN conversation id — 3 of the 4 values inside pydantic_ai_agents' -/// orchestrator trace. The orchestrator's own id never propagates down. §3's root-most- -/// anchoring picks the orchestrator's value, which is correct behaviour but still only a per- -/// run UUID7 here. Multi-agent Pydantic AI apps are session-fragmented by construction unless -/// the customer forwards conversation_id into every delegated run. -/// -/// * `baggage_is_in_process_only`: The propagation mechanism is OTel BAGGAGE attached inside -/// the agent-run span (capabilities/instrumentation.py:178-181) and read back into each child -/// span's creation attributes. It is in-process context, not W3C baggage headers: nothing is -/// injected into outbound HTTP, so a span produced by a downstream service — or by any -/// library that does not go through Pydantic AI's own instrumentation, including httpx/openai -/// auto-instrumentation nested under `chat` — carries no session key. Conversely, any span -/// opened by CUSTOMER code inside an agent run does NOT get the keys either: only Pydantic -/// AI's own three span types splice the baggage in. -/// -/// * `native_error_span_is_real`: Unlike most of the corpus, the ERROR status and the -/// `exception` span event on `execute_tool fetch_transport_data` (pydantic_ai_agents) are -/// NATIVE: the scenario raises the framework's ToolFailed and capabilities/instrumentation.py -/// records the exception and sets StatusCode.ERROR. error.type is NOT emitted — status + -/// event are the only error signal, so a present(error.type) rule finds nothing here. -/// -/// * `hitl_is_invisible_to_span_rules`: The native declarative approval gate -/// (@agent.tool_plain(requires_approval=True) + DeferredToolRequests) emits NO span for the -/// proposal and NO span for the denial — Pydantic AI short-circuits before the instrumented -/// tool wrapper. In pydantic_ai_user the 2 approval proposals and the 1 denial are visible -/// only inside the `final_result` / gen_ai.input.messages JSON; only the APPROVED call -/// produces an `execute_tool delete_file` span (1/19). The alternative path — -/// ApprovalRequired raised from inside a tool body — does produce a span carrying -/// pydantic_ai.tool.deferral.name, and at instrumentation version < 5 that span is -/// additionally marked ERROR with an exception event. -/// -/// * `logfire_keys_are_not_a_pydantic_ai_signal`: logfire.json_schema on 100% of native spans -/// and logfire.msg on the agent/tool spans are emitted with the Logfire SDK ABSENT — they are -/// a dialect, not a vendor tag. Tempting as a scope-loss fallback (they cover every span, -/// unlike pydantic_ai.*), but they would claim every span of any Logfire-instrumented -/// application. See algebra_violations. PHASE-2 (P2): v2 uses logfire.json_schema only -/// inside a 3-way conjunction with gen_ai.operation.name and a pydantic-unique key — -/// still never alone. -/// -/// * `gen_ai_system_is_the_provider`: gen_ai.system and gen_ai.provider.name both hold -/// 'openrouter' on `chat` spans — the provider, not the framework and not the model vendor. -/// The actual models are openai/gpt-4o-mini and anthropic/claude-haiku-4.5, readable only -/// from gen_ai.request.model / gen_ai.response.model. There is no gen_ai.system value that -/// identifies Pydantic AI. -/// -/// * `a_pipeline_is_several_disconnected_traces`: There is NO framework-level notion of a trace -/// spanning two top-level runs. pydantic_ai_agents' orchestrator run and summary run are two -/// roots, two traces, two conversation ids, two run ids, and nothing joins them span-locally -/// (only the process-level service.instance.id, a decoy). Whatever the customer's mental -/// model, an N-step Pydantic AI pipeline is N traces unless the customer opens their own -/// parent span or threads conversation_id/message_history through every step. This is the -/// corrected fixture: until 2026-08-11 the scenario opened a harness root span -/// (`research_briefing_pipeline`, scope trace-capture.pydantic-ai, briefing.* attrs) that -/// fused the two into one 21-span trace and hid this fact. That span and its attributes are -/// gone; both captures are now 100% native, with zero harness spans and zero harness-mutated -/// spans. -/// -/// * `all_values_are_strings_on_the_wire`: Numbers and booleans arrive as OTLP stringValue via -/// the OTel Python SDK's normal typing only where the framework passes strings; note in -/// particular gen_ai.response.finish_reasons is an ARRAY attribute (canonicalized to -/// '["stop"]'), while gen_ai.input.messages / gen_ai.output.messages / -/// pydantic_ai.all_messages / gen_ai.tool.definitions / model_request_parameters / -/// final_result are JSON-encoded STRINGS, not structured OTLP values. final_result is raw -/// text when the output is a str and JSON otherwise — the same key holds two formats. -/// -/// Config variants that change the wire shape (`instrumentation-version-2`, `instrumentation- -/// version-2-3-4-deferral-as-error`, `aggregated-usage-off`): recorded in full in the seed's -/// `variants:` block — re-read it before touching this vendor's rules. +/// Decoy keys — never consult these as session candidates: +/// +/// * `gen_ai.response.id`, `gen_ai.tool.call.id`: per model call / per tool call. +/// * `service.instance.id`: OTel-Python's per-process uuid4, and in a multi-trace +/// capture the ONLY key spanning both traces — which is exactly the trap. +/// * `gen_ai.agent.name`: baggage-propagated to every child span, so it looks like +/// a per-run join key. It is a static agent NAME, constant per deployed agent. +/// +/// Traps: +/// +/// * `gen_ai.conversation.id` is on ~every span and is a FRESH UUIDv7 PER RUN +/// whenever the customer passes neither `conversation_id=` nor +/// `message_history=`, so presence is worthless as evidence of a session. Two +/// tells: the value is a UUIDv7 (customer-chosen ids usually are not), and it +/// partitions a trace exactly like the run id. The first is enforced by the +/// value-conditional granularity below; the second is trace-level and stays +/// documentation only. +/// * Sub-agents invoked as tools mint their OWN conversation id, so multi-agent apps +/// are session-fragmented unless the customer forwards `conversation_id` down. +/// * Propagation is in-process OTel BAGGAGE, not W3C headers: nothing is injected +/// into outbound HTTP, and only Pydantic AI's own three span types splice it in — +/// a span opened by CUSTOMER code inside an agent run gets no keys. +/// * `error.type` is NOT emitted — status plus the `exception` event are the only +/// error signal, so a presence rule on `error.type` finds nothing. The +/// declarative approval gate emits no span for the proposal or the denial; +/// only the APPROVED call produces a tool span. +/// * `logfire.json_schema` / `logfire.msg` are emitted with the Logfire SDK ABSENT +/// — they are a dialect, not a vendor tag, and would claim every span of any +/// Logfire-instrumented application. Tier 4 below uses `logfire.json_schema` +/// only inside a 3-way conjunction, never alone. +/// * `gen_ai.system` and `gen_ai.provider.name` hold the provider: there is no +/// `gen_ai.system` value that identifies Pydantic AI. +/// * There is NO framework-level notion of a trace spanning two top-level runs: an +/// N-step pipeline is N traces unless the customer opens their own parent span. pub const PYDANTIC_AI: VendorDef = VendorDef { id: VendorId::PydanticAi, detect: detect_pydantic_ai, @@ -3555,23 +1773,16 @@ pub const PYDANTIC_AI: VendorDef = VendorDef { prefixes: &["pydantic_ai.", "gen_ai.aggregated_usage."], span_names: &[], session_candidates: &[ - // verdict: A. Granularity is VALUE-CONDITIONAL since phase 2 (fix-queue P1, - // owner ruling DECIDED 2026-08-13): a strict - // UUIDv7-shaped value resolves at run granularity (state 5), any other value at - // session granularity (state 6). This is the seed's red flag (1) promoted from - // prose to code, and a span-local proxy for the blocked trace-level partition - // test: pydantic mints GraphAgentState.conversation_id = str(uuid7()) fresh PER - // RUN whenever the customer passes neither conversation_id= nor - // message_history= (_agent_graph.py:231-255, branch 4), so a UUID7 value is a - // run id wearing a session key. Wire: pydantic_ai_user's explicit - // 'pydantic-ai-scenario-a-session' (1 value across 8 traces) stays state 6; - // pydantic_ai_agents' 5 auto-minted strict-UUIDv7 values (4 inside ONE trace — - // the partition-identity tell) demote to state 5. Known, accepted misses: - // message_history=-threaded sessions inherit the first run's UUID7 (labeled - // run — same outcome as the plan's blunt always-run stance, so the heuristic - // strictly dominates it) and customers minting their own UUIDv7 session ids - // (label-only cost: states 5 and 6 both hash the same value, so - // AiSessionKeyHash and joins are unaffected either way). + // Granularity is VALUE-CONDITIONAL: a strict-UUIDv7 value resolves at run + // granularity (state 5), any other value at session granularity (state 6). + // This is a span-local proxy for the blocked trace-level partition test — + // pydantic mints `conversation_id = str(uuid7())` fresh PER RUN whenever the + // customer passes neither `conversation_id=` nor `message_history=`, so a + // UUIDv7 value is a run id wearing a session key. Two known, accepted + // misses: a `message_history=`-threaded session inherits the first run's + // UUIDv7 and is labeled run, and a customer minting their own UUIDv7 session + // ids is labeled run — both label-only, since states 5 and 6 hash the same + // value and joins are unaffected either way. SessionCandidateDef { key: "gen_ai.conversation.id", authority: |s| s.has_attr("gen_ai.operation.name"), @@ -3587,11 +1798,11 @@ pub const PYDANTIC_AI: VendorDef = VendorDef { } }), }, - // verdict: A. Pydantic's run_id, fresh UUID7 per run, never inherited from - // message_history (_agent_graph.py:258-290). Hash-stability note for P1: in the - // demoted case both candidates resolve at state 5 and the tie-break keeps - // candidate order, so the hash is cityHash64(gen_ai.conversation.id) in every - // configuration — P1 moves only the state label, never the hash. + // Pydantic's run id: a fresh UUIDv7 per run, never inherited from + // `message_history`. In the demoted case above both candidates resolve at + // state 5 and the tie-break keeps candidate order, so the hash is always + // `cityHash64(gen_ai.conversation.id)` — the demotion moves the state label, + // never the hash. SessionCandidateDef { key: "gen_ai.agent.call.id", authority: |s| s.has_attr("gen_ai.operation.name"), @@ -3605,12 +1816,11 @@ pub const PYDANTIC_AI: VendorDef = VendorDef { decoy_values: &[], }; -/// Strict RFC 9562 UUIDv7 shape (phase-2 P1): `xxxxxxxx-xxxx-7xxx-Nxxx-xxxxxxxxxxxx` -/// with hex digits case-insensitive, version nibble exactly `7` and variant nibble in -/// `[89ab]` (also case-insensitive). Deliberately strict: a value that merely CONTAINS -/// a UUID (prefixed/suffixed customer id) is treated as customer-chosen → session, -/// which is the right default. All 5 pydantic_ai_agents wire values match; the -/// pydantic_ai_user explicit id does not. +/// Strict RFC 9562 UUIDv7 shape: `xxxxxxxx-xxxx-7xxx-Nxxx-xxxxxxxxxxxx`, hex +/// digits case-insensitive, version nibble exactly `7` and variant nibble in +/// `[89ab]`. Deliberately strict: a value that merely CONTAINS a UUID +/// (prefixed/suffixed customer id) is treated as customer-chosen and therefore a +/// session. fn is_strict_uuidv7(value: &str) -> bool { let bytes = value.as_bytes(); if bytes.len() != 36 { @@ -3625,49 +1835,28 @@ fn is_strict_uuidv7(value: &str) -> bool { } fn detect_pydantic_ai(s: &SpanCtx) -> bool { - // Tier 1 — owned_by: library, source: wire. - // Hardcoded in models/instrumented.py:133-134 (scope_name = 'pydantic-ai'; - // get_tracer(scope_name, __version__)) and used for every span the library emits — - // agent run, model request, tool execution, embeddings, and the concurrency-limiter - // span. Library-owned and stable; the scope version IS the pydantic-ai package version, - // so it doubles as a version signal. Catches 19/19 spans in pydantic_ai_user and 20/20 - // spans in pydantic_ai_agents — after the 2026-08-11 regeneration both captures are - // 100% native and `pydantic-ai` is the ONLY scope present in either. A pydantic-ai app - // that adopts Logfire still emits this scope (Logfire only supplies the - // TracerProvider), so tier 4 below is purely the scope-rewrite fallback. + // Tier 1 — the library's hardcoded scope name, used for every span it emits. + // The scope version IS the pydantic-ai package version. A pydantic-ai app that + // adopts Logfire still emits this scope (Logfire only supplies the + // TracerProvider), so tier 4 is purely the scope-rewrite fallback. s.scope_name() == "pydantic-ai" - // Tier 2 — source: wire. Vendor-namespaced attr fallback (scope rewritten or - // dropped): pydantic_ai.all_messages / .new_message_index on invoke_agent spans, - // 8/19 + 5/20; corpus-unique prefix. Unconditional per X4 — the vendor's own - // namespace. Also catches the deferral path's pydantic_ai.tool.deferral.name. + // Tier 2 — the vendor's own namespace, for a rewritten or dropped scope. + // Also catches the deferral path's `pydantic_ai.tool.deferral.name`. || s.any_attr_prefix("pydantic_ai.") - // Tier 3 — source: wire. Pydantic-invented usage namespace - // (models/instrumented.py:126-128, documented non-semconv). Same carrier - // population as tier 2; kept because each survives a rename of the other. - // Corpus-unique today; if semconv ever standardizes this exact prefix the - // at-most-one-vendor CI is the tripwire (seed risk note). + // Tier 3 — Pydantic-invented, documented non-semconv usage namespace. Same + // carrier population as tier 2; kept because each survives a rename of the + // other. If semconv ever standardizes this exact prefix, the + // at-most-one-vendor test is the tripwire. || s.any_attr_prefix("gen_ai.aggregated_usage.") - // Tier 4 — phase 2 (fix-queue P2, hardened): the logfire co-signal conjunction, - // recovering the chat/execute_tool population on scope loss (11/19 + 15/20; - // tiers 2+3 recover the rest — total scope-loss recall 19/19 + 20/20). - // Conjunct 1: logfire.json_schema — 19/19 + 20/20, emitted WITHOUT the Logfire - // SDK (_instrumentation.py:336 etc.); a cross-vendor dialect stamped on every - // span of any Logfire-instrumented app, never safe alone (seed caveat - // logfire_keys_are_not_a_pydantic_ai_signal). Zero corpus occurrences outside - // the two pydantic captures today (grep over all 56 capture dirs). - // Conjunct 2: gen_ai.operation.name — 19/19 + 20/20; the unknown tier itself, - // never safe alone (openrouter: 4,094 spans carry it). - // Conjunct 3 (added vs the queue's 2-conjunct form): pydantic-specific - // co-evidence guarding against future Logfire-dialect emitters that adopt - // gen_ai semconv — the risk is structural, not corpus-visible. Each key is - // corpus-unique to pydantic: - // - gen_ai.agent.call.id: pydantic's run_id via in-process baggage - // (RUN_ID_BAGGAGE_KEY, _instrumentation.py:36); 19/19 + 20/20. - // - operation.cost: pydantic extension (_instrumentation.py:403); 9/19 + 9/20 - // (all chat spans; source-verified on embeddings spans, which carry no - // baggage — this disjunct is what reaches them). - // - model_request_parameters: legacy duplicate on chat spans, 9/19 + 9/20 - // (include_model_request_parameters, default on). + // Tier 4 — the logfire co-signal conjunction, recovering the + // chat/execute_tool population on scope loss. `logfire.json_schema` is a + // cross-vendor dialect stamped on every span of any Logfire-instrumented + // app and `gen_ai.operation.name` is the unknown tier itself, so neither is + // ever safe alone. The third conjunct is pydantic-specific co-evidence + // guarding against a future Logfire-dialect emitter adopting gen_ai + // semconv — a structural, not corpus-visible, risk. `operation.cost` is the + // only one of the three that reaches embeddings spans, which carry no + // baggage and therefore no `gen_ai.agent.call.id`. || (s.has_attr("logfire.json_schema") && s.has_attr("gen_ai.operation.name") && (s.has_attr("gen_ai.agent.call.id") @@ -3675,192 +1864,56 @@ fn detect_pydantic_ai(s: &SpanCtx) -> bool { || s.has_attr("model_request_parameters"))) } -/// Seed: frameworks/semantic_kernel/registry-seed.yaml -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `gen_ai.agent.id` (wire): THE decoy. Stable across traces and therefore session-shaped on -/// the wire — one value (e97df81c-c307-4e24-99ef-9b490658f3bc) on all 8 invoke_agent spans -/// across all 8 traces of semantic_kernel_user — but it is Agent.id, a -/// default_factory=lambda: str(uuid.uuid4()) field on the Agent MODEL (agents/agent.py:267), -/// i.e. per-agent-OBJECT identity, customer-overridable and constant for the object's whole -/// lifetime. In a long-lived server one agent object serves every user, so joining on it -/// merges all sessions into one; in semantic_kernel_agents it does the opposite, splitting a -/// single logical run across 5 distinct values (one per worker). It also has no relationship -/// to the thread that actually carries conversation state. -/// -/// * `gen_ai.response.id` (wire): Provider completion id (gen-1786460114-rK97L7Wm07Nf3VN3cKyX); -/// unique per LLM call, 10 distinct values in 8 user traces. -/// -/// * `gen_ai.tool.call.id` (wire): Provider tool-call id (call_… / toolu_…). Correlates a tool -/// call with its assistant message, never sessions. Retries do NOT reuse it: the 7 failing -/// `execute_tool TransportPlugin-fetch_transport_data` spans in semantic_kernel_agents carry -/// 7 distinct ids, so it cannot group retry attempts either. -/// -/// * `messaging.destination` (wire): Looks like a durable session/actor address and embeds a -/// 32-hex GUID (weather_worker_fd657f72c9b14485b2f54f50c2ee41bc.(ConcurrentOrchestration)-A), -/// and it is the ONLY attribute shared across the 10 fragmented traces of -/// semantic_kernel_agents — the single most tempting stitch key in the corpus. But the GUID -/// is the orchestration instance minted per ConcurrentOrchestration.invoke() and the string -/// is an AgentId/TopicId rendering — per-run and per-actor, and absent from every non-runtime -/// span. -/// -/// * `service.instance.id` (wire): A uuid4 minted by the OTel-Python SDK per PROCESS -/// (eba7a1b6-8670-4d18-91be-a06eb27e0dab). Constant across all 8 traces of -/// semantic_kernel_user, which makes it the most session-shaped value in the capture — and it -/// is pure process identity that would merge every concurrent user of a server into one -/// 'session'. Not SK's; listed because with no real session key present it is the first thing -/// a resolver would reach for. -/// -/// * `CHAT_MESSAGE_INDEX` (wire): LOG-record attribute only. An SK-proprietary within-request -/// message ordinal (0,1,2,…) used to restore chat order; not an identifier of anything. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * `import_order_silent_zero`: The diagnostics env vars must be set BEFORE the first `import -/// semantic_kernel`. MODEL_DIAGNOSTICS_SETTINGS = ModelDiagnosticSettings() is a module-level -/// constant in three modules (model_diagnostics/decorators.py:34, -/// agent_diagnostics/decorators.py:28, model_diagnostics/function_tracer.py:26) and is never -/// re-read. Setting them later produces zero GenAI spans with no warning, no log line and no -/// error — and, because AutoFunctionInvocationLoop and the agent_runtime spans are ungated, -/// the trace is NOT empty, it is just silently GenAI-less. Expect customer reports of 'SK -/// sends telemetry but no LLM data'. -/// -/// * `gen_ai_system_is_always_openai`: gen_ai.system is the CONNECTOR class constant, not the -/// provider: OpenAIChatCompletionBase.MODEL_PROVIDER_NAME = "openai" -/// (open_ai_chat_completion_base.py:57) is passed to the decorator, so the anthropic/claude- -/// haiku-4.5 spans in semantic_kernel_agents also report gen_ai.system=openai. 21/21 spans -/// carrying gen_ai.system in the corpus say openai (10 user + 11 agents; the seed's "12/12" -/// counted only the `chat.completions`-named spans, which EXCLUDES the anthropic spans the -/// sentence is about — corrected 2026-08-13). Provider attribution keyed on gen_ai.system is silently -/// wrong; gen_ai.request.model carries the truth. This is also why eq(gen_ai.system, -/// "openai") must NEVER be a semantic_kernel matcher — it would steal every genuine OpenAI- -/// SDK span. -/// -/// * `off_semconv_values`: SK's values are not semconv values. gen_ai.operation.name is -/// `chat.completions` / `chat.streaming_completions` (semconv says `chat`); -/// gen_ai.response.finish_reason is a Python enum repr, `FinishReason.STOP` / -/// `FinishReason.TOOL_CALLS` (semconv says `stop` / `tool_calls`), produced by -/// ",".join(str(fr)) at model_diagnostics/decorators.py:417-421 — note it is singular -/// `finish_reason` holding a comma-joined LIST, not the semconv plural array. server.address -/// is a full URL, https://openrouter.ai/api/v1/, not a host, and server.port is never set. -/// Every value arrives as OTLP stringValue except the two token counts and max_tokens, which -/// arrive as intValue. -/// -/// * `falsy_attributes_are_dropped`: _get_completion_span filters execution settings with a -/// bare `if attribute:` over extension_data (model_diagnostics/decorators.py:355-358), so any -/// ZERO-valued knob is silently absent: temperature=0 was set in both scenarios and appears -/// on no span, and top_p=0 / seed=0 / frequency_penalty=0 would behave identically. -/// _set_completion_response does the same for usage (`if usage.prompt_tokens:`), so a genuine -/// 0-token count is dropped rather than recorded as 0. Absence of gen_ai.request.temperature -/// does NOT mean the caller left it default. -/// -/// * `duplicate_exception_events`: Failing tool spans carry the `exception` event TWICE — once -/// from KernelFunction._handle_exception's record_exception (kernel_function.py:403) and once -/// from the span context manager's __exit__ as the exception escapes. Wire- confirmed on all -/// 7 `execute_tool TransportPlugin-fetch_transport_data` spans (14 events for 7 exceptions). -/// error.type and the ERROR status are set once each. Any error-event counter must dedupe. -/// Failing tool spans also carry NO gen_ai.tool.call.result at all (2/9 execute_tool spans in -/// semantic_kernel_agents have one), so result presence is not a proxy for tool completion. -/// -/// * `error_type_shape_differs_by_path`: SK has three error paths with two different error.type -/// shapes: kernel_function.py:404 and agent_diagnostics/decorators.py:213 use -/// type(e).__name__ (observed: `RuntimeError`), while model_diagnostics/decorators.py:453 -/// (_set_completion_error) uses str(type(error)), which would emit the literal ``. Only the first shape is exercised in these captures (no chat span -/// errored). A value-keyed error taxonomy must expect both. -/// -/// * `tool_errors_do_not_propagate`: Kernel._inner_auto_function_invoke_handler swallows tool -/// exceptions and feeds the model a string, so the `execute_tool` span is ERROR while every -/// ancestor (AutoFunctionInvocationLoop, invoke_agent, and the whole trace) stays UNSET. -/// Trace health computed from the root, or from status alone, reports these traces as clean: -/// 7 ERROR spans sit under an UNSET root in the 31-span trace. The model retried -/// fetch_transport_data 7× despite instructions not to (5 LLM round trips). -/// -/// * `high_cardinality_span_names`: Every native span name is templated with unbounded data: -/// `invoke_agent `, `chat.completions `, `execute_tool -/// -`, and worst, `agent_runtime process _<32-hex orchestration -/// GUID>.(Orchestration)-A` — the GUID is minted per orchestration run, so the 17 runtime -/// span names in this capture are unique to this run and will never recur. Span-name -/// grouping, dashboards and any eq(span.name, …) rule are unusable for this framework; that -/// is why this seed contains no span.name predicate at all. -/// -/// * `runtime_fragments_traces_and_stitches_with_links`: THE headline fixture fact, revealed by -/// the 2026-08-11 §7 regeneration (the previous capture hid it behind a harness root span). -/// SK's InProcessRuntime does NOT continue the caller's trace across the actor message bus: -/// TraceHelper.trace_block computes `context = None` — literally, with a `# TODO(evmattso): -/// we may need to remove other code for using custom context.` beside it -/// (agents/runtime/core/telemetry/tracing.py:82) — and passes it to start_as_current_span. -/// Whenever the enqueue and the handling of a message sit in different asyncio tasks (which -/// is always for send/ack, and for the whole bus once no customer span is ambient), the span -/// starts a BRAND NEW TRACE. Instead of parenting, the runtime attaches LINKS built from the -/// envelope's traceparent (get_telemetry_links, propagation.py). Measured: one -/// ConcurrentOrchestration run = 10 traces, 4 of them a single span, with 13/17 runtime spans -/// carrying exactly one link each. Consequences: (a) a customer's own root span makes this -/// LOOK like one clean trace, so the shape maple sees depends on whether the app wraps the -/// call; (b) trace-level anything (duration, error rollup, cost per request) is wrong for -/// orchestrated SK by construction; (c) any stitching must follow span links, which no -/// predicate in the algebra can express. -/// -/// * `hitl_is_invisible_on_the_wire`: The fixture exercises both approval branches and NEITHER -/// is distinguishable in the telemetry. Turn 5 (deny): gpt-4o-mini asks for confirmation in -/// prose, so no tool call is ever emitted and the FUNCTION_INVOCATION filter never runs — the -/// denial exists only in the model's text, which lives in a gen_ai.choice LOG record. Turn 6 -/// (approve): the filter runs and the tool executes, producing an ordinary OK-status -/// `execute_tool FileSystemPlugin-delete_file` span identical in shape to any other tool -/// call. A denied-then-executed gate is therefore indistinguishable from a plain tool call, -/// and a gate that blocks is indistinguishable from a model that simply chose not to call the -/// tool. (The 2026-08-06 capture appeared to show a denial only because the harness emitted -/// an approval.decision span for it — a §2 violation now removed.) -/// -/// * `no_native_hitl`: SK Python has no tool-approval / interrupt / resume primitive at all — -/// no analogue of LangGraph's interrupt or ADK's LongRunningFunctionTool. -/// AutoFunctionInvocationContext.terminate can stop the loop but offers no pause/resume -/// checkpoint. The idiomatic interception point is a FilterTypes.FUNCTION_INVOCATION filter, -/// which runs INSIDE KernelFunction.invoke — so a filter denial would still produce a full, -/// OK-status execute_tool span whose gen_ai.tool.call.result is the refusal text (unexercised -/// in this capture: the model asks in prose before ever calling the tool, see -/// caveats.hitl_is_invisible_on_the_wire). HITL is invisible to any rule in this algebra, and -/// a denied tool call is indistinguishable from a successful one. -/// -/// * `keyword_args_empty_the_input`: gen_ai.agent.invocation_input is [] whenever the caller -/// passes messages by keyword: the decorators do `messages = args[1] if len(args) > 1 else -/// None` (agent_diagnostics/decorators.py:76,111,147), and `agent.get_response(messages=x)` -/// is the form the SK documentation shows. Both scenarios pass positionally on purpose; a -/// real customer following the docs ships empty inputs while the outputs populate normally. -/// Value-quality caveat, not a matcher. -/// -/// * `three_scopes_vanish_by_default`: Restating the sharpest operational fact: with the -/// shipped defaults three of the five scopes never emit. A customer who wires an OTLP -/// exporter and no env vars sends semantic_kernel traces consisting solely of -/// AutoFunctionInvocationLoop and agent_runtime spans — vendor-classifiable, GenAI-empty, and -/// with gen_ai.operation.name absent the generic unknown tier catches nothing either. -/// -/// * `vendor_but_not_genai_sub_tier` — DEFERRED, 2026-08-13 (fix-queue SK3, integration -/// decision D-6, not a TODO): 22/47 agents spans carry zero GenAI payload — 17 -/// `agent_runtime *` spans plus the 5 `AutoFunctionInvocationLoop` spans — and **7** of the -/// 10 agents traces contain nothing else (the seed's "6" is a miscount; wire-verified: 1× -/// `create`, 3× `send`→`process CollectionActor` pairs, 3× `ack`; only 3 traces contain any -/// AI span at all, not 4). They are correctly semantic_kernel spans but they inflate any -/// per-vendor operation count by ~47% here, ~77% under `variants.diagnostics_off`. The fix -/// is an output-schema concept (a vendor-but-non-GenAI sub-tier / annotation column) that v1 -/// does not have — blocked on the schema, not on predicate power, exactly like langchain's -/// L3. Do not "fix" it by dropping the scope clauses: these spans reach no unknown tier -/// (they carry no gen_ai.* key), so un-classifying them loses them entirely. -/// -/// Config variants that change the wire shape (`diagnostics_off`, `diagnostics_non_sensitive`): -/// recorded in full in the seed's `variants:` block — re-read it before touching this vendor's -/// rules. +/// Decoy keys — never consult these as session candidates: +/// +/// * `gen_ai.agent.id`: THE decoy — session-shaped on the wire but per-agent-OBJECT +/// identity, so in a server one agent serves every user while in an orchestration +/// it splits one logical run across a value per worker. It has no relationship to +/// the thread that carries conversation state. +/// * `gen_ai.response.id`, `gen_ai.tool.call.id`: per LLM call / per tool call. +/// Retries do NOT reuse the tool-call id, so it cannot group retry attempts. +/// * `messaging.destination`: looks like a durable actor address and is the ONLY +/// attribute shared across an orchestration run's fragmented traces — the most +/// tempting stitch key in the corpus. Per-run and per-actor. +/// * `service.instance.id`: per-process uuid4. +/// * `CHAT_MESSAGE_INDEX` (log records only): a within-request message ordinal. +/// +/// Traps: +/// +/// * SILENT ZERO: the diagnostics env vars must be set BEFORE the first +/// `import semantic_kernel` — they are read into module-level constants and never +/// re-read. Set later, the trace is not empty, it is silently GenAI-less. Expect +/// customer reports of "SK sends telemetry but no LLM data". +/// * `gen_ai.system` is the CONNECTOR class constant `openai` even for Anthropic +/// models, which is why an equality test on it must NEVER be an SK matcher — it +/// would steal every genuine OpenAI-SDK span. +/// * SK's values are off-semconv: `gen_ai.operation.name` is +/// `chat.completions`/`chat.streaming_completions`, and +/// `gen_ai.response.finish_reason` is a Python enum repr (`FinishReason.STOP`) in +/// a singular key holding a comma-joined LIST. `server.address` is a full URL. +/// * Falsy execution settings are filtered out with a bare truthiness test, so +/// `temperature=0` is silently ABSENT and a genuine 0-token count is dropped +/// rather than recorded. Absence does not mean the caller left the default. +/// * Every native span name is templated with unbounded data (agent name, model, +/// plugin/function, and a per-run orchestration GUID), so span-name grouping and +/// any span-name rule are unusable — this vendor has no span-name predicate. +/// * SK's in-process runtime does NOT continue the caller's trace across its actor +/// message bus: it computes a null context and starts a BRAND NEW TRACE, attaching +/// span LINKS instead. One orchestration run can be ten traces, so anything +/// trace-level is wrong for orchestrated SK by construction. +/// * SK Python has no tool-approval / interrupt / resume primitive at all, and a +/// filter denial still produces a full OK-status tool span. HITL is invisible. +/// * With shipped defaults three of the five scopes never emit, so a customer who +/// wires an OTLP exporter and no env vars sends SK traces consisting solely of +/// `AutoFunctionInvocationLoop` and `agent_runtime` spans — vendor-classifiable, +/// GenAI-empty, and invisible to the unknown tier too. Do NOT "fix" that by +/// dropping the scope clauses: un-classifying them loses them entirely. pub const SEMANTIC_KERNEL: VendorDef = VendorDef { id: VendorId::SemanticKernel, detect: detect_semantic_kernel, keys: &[ "gen_ai.operation.name", - // Phase-2 X4: the exact key replaces the two-letter `sk.` prefix. "sk.available_functions", - // Phase-2 clause 5's second conjunct. "gen_ai.response.finish_reason", ], prefixes: &[], @@ -3872,241 +1925,93 @@ pub const SEMANTIC_KERNEL: VendorDef = VendorDef { fn detect_semantic_kernel(s: &SpanCtx) -> bool { let scope = s.scope_name(); - // owned_by: library, source: wire (phase-2, fix-queue SK1). - // The four SK tracers are all `get_tracer(__name__)` calls, so the scope name IS the - // dotted module path inside the semantic_kernel package — library-owned, vendor- - // namespaced, unproducible by app code. The v1 rules enumerated the four module paths - // (agent_diagnostics.decorators — every `invoke_agent ` span, 8/28 user + 5/47 - // agents; model_diagnostics.decorators — `chat.completions`/`chat.streaming_completions` - // , 10/28 + 11/47, plus the untested text.* twins; - // functions.kernel_function — every `execute_tool -` span, 2/28 + - // 9/47, the only spans in the corpus with error.type / ERROR status / exception events; - // connectors.ai.chat_completion_client_base — the `AutoFunctionInvocationLoop` span, - // 8/28 + 5/47, whose ONLY attribute is sk.available_functions). The seed calls the - // module-path rename "the highest-probability future breakage in this seed", so the - // prefix replaces the enumeration: it survives any utils/telemetry/ refactor and any - // sixth get_tracer(__name__) call site. Corpus sweep: no non-SK span has a scope - // starting `semantic_kernel.` (the one grep hit inside openrouter is a `git status` - // listing embedded in a span-attribute VALUE, which no scope test can read). + // SK's four tracers are all `get_tracer(__name__)` calls, so the scope name IS + // the dotted module path inside the semantic_kernel package — library-owned and + // unproducible by app code. A prefix rather than an enumeration of the four + // module paths: the module-path rename is the highest-probability future + // breakage for this vendor, and the prefix survives any refactor and any fifth + // call site. if scope.starts_with("semantic_kernel.") { return true; } - // owned_by: library, source: wire (phase-2, fix-queue SK2). - // The pathological scope: a literal SPACE, no vendor namespace. Built at - // agents/runtime/core/telemetry/tracing.py:38 as - // f"agent_runtime {instrumentation_builder_config.name}", where the name comes from - // MessageRuntimeTracingConfig("InProcessRuntime") — a hardcoded literal at - // in_process_runtime.py:182, NOT the runtime class name. v1 pinned that one value; - // InProcessRuntime is merely the only CoreRuntime shipped in 1.36.0, so a - // non-InProcess runtime was a silent-and-total miss: its spans carry only - // messaging.operation / messaging.destination / messaging.message.type, and a generic - // messaging.* rule would sweep in every Kafka/RabbitMQ span in a real app. The trailing - // space is load-bearing. Wire: 17/47 agents, 0/28 user. Corpus sweep: zero non-SK spans - // under any `agent_runtime ` scope — notably microsoft_agent_framework, SK's successor - // in the same AutoGen lineage and the most plausible collision, uses the single scope - // `agent_framework` (53/53 spans). Residual risk unchanged from the seed and accepted: - // TraceHelper / MessageRuntimeTracingConfig are PUBLIC exports, so a third-party runtime - // reusing SK's telemetry code is attributed to SK — one-directional, and arguably - // correct since it IS SK's telemetry code emitting. These spans are SK spans but NOT - // GenAI spans (see false_positives); they are also the population that fragments the - // agents capture into 10 traces and the only corpus spans carrying span LINKS (13/17). + // The pathological scope: `agent_runtime ` plus a runtime name, with a literal + // SPACE and no vendor namespace. The trailing space is load-bearing. Pinning + // the one shipped runtime's name instead would make any other runtime a silent + // total miss — its spans carry only `messaging.*` keys, and a generic + // `messaging.` rule would sweep in every Kafka/RabbitMQ span in a real app. + // Residual risk, accepted: the tracing helpers are PUBLIC exports, so a + // third-party runtime reusing SK's telemetry code is attributed to SK — + // one-directional, and arguably correct since it IS SK's telemetry code. if scope.starts_with("agent_runtime ") { return true; } // ---- scope-loss fallbacks (a collector/bridge rewrote or dropped the scope) ---- - // source: wire (phase-2, fix-queue X4 — deviation from the queue's prescribed shape, - // adopted per the integration decision). - // X4 asked for `key_prefix("sk.")` guarded by the semantic_kernel scope family, but - // that conjunction is dead code: every span carrying an sk.* key sits in the - // chat_completion_client_base scope (13/13 across both captures), so the scope clause - // already claims it — and the whole purpose of this tier is scope LOSS, under which a - // scope-guarded form recovers nothing. The exact key is strictly better: it is the only - // sk.* key SK emits (model_diagnostics/gen_ai_attributes.py:47, "Kernel specific - // attributes"; wire-confirmed — the complete key inventory of both captures contains no - // other), so recall is unchanged, while the FP surface shrinks from "any app key - // starting with two letters" (Sidekiq, an `sdk` typo, some `some kit`) to "an app - // minting the literal 26-char sk.available_functions". A future second sk.* key would - // ride on spans inside a semantic_kernel.* scope and be caught above anyway. This is - // the ONLY signal on AutoFunctionInvocationLoop spans (8 user + 5 agents), which carry - // no gen_ai.* key at all. + // The exact key, not an `sk.` prefix: this is the only `sk.*` key SK emits, so + // recall is identical while the false-positive surface shrinks from "any app + // key starting with two letters" to "an app minting this exact 26-char key". A + // future second `sk.*` key would ride on spans inside a `semantic_kernel.*` + // scope and be caught above anyway. This is the ONLY signal on + // `AutoFunctionInvocationLoop` spans, which carry no `gen_ai.*` key at all. if s.has_attr("sk.available_functions") { return true; } - // source: wire. - // SK-invented operation value (model_diagnostics/decorators.py:38); not an OTel semconv - // value. 9/47 agents (streaming chats under orchestration). Corpus-clean: every other - // vendor emits "chat". + // SK-invented operation value, not an OTel semconv value; every other vendor + // emits "chat". if s.attr("gen_ai.operation.name") == Some("chat.streaming_completions") { return true; } - // source: wire (phase-2 — the queue missed this one; adopted per the integration - // decision, which also records that it fingerprints a bug). - // The non-streaming twin of the clause above, which the seed declined under the old - // algebra because `chat.completions` alone is "generic enough to collide with other - // vendors" — true, and exactly what the conjunction fixes. The co-evidence is SK's - // Python-enum-repr bug: decorators.py:417-421 does `",".join(str(fr))` over - // FinishReason enum members, so the value arrives as `FinishReason.STOP` / - // `FinishReason.TOOL_CALLS` instead of a semconv value. Corpus-unique: a full sweep of - // every *finish_reason* attribute finds `FinishReason.`-prefixed values ONLY in the two - // SK captures (10 user + 11 agents). The obvious trap is checked — openrouter carries - // the same singular key `gen_ai.response.finish_reason` on 1,918 spans (2026-08-13 - // re-count; the queue's figure of 1,637 predates a corpus refresh), values - // stop/tool_calls/length, none `FinishReason.`-prefixed, and its 4,937 - // gen_ai.operation.name values are all "chat", never "chat.completions". Recovers the - // 12 non-streaming chat spans (10 + 2) on scope loss, symmetric with the streaming - // fallback the seed already ships. Honest failure mode: if SK ever fixes the enum repr - // the clause goes quiet and those spans degrade to unknown:genai — today's behavior. + // The non-streaming twin. `chat.completions` alone is generic enough to collide + // with other vendors, which is what the conjunction fixes: the co-evidence is + // SK's Python-enum-repr bug — it joins `str(fr)` over `FinishReason` enum + // members, so the value arrives as `FinishReason.STOP` instead of a semconv + // value, and `FinishReason.`-prefixed values appear nowhere else in the corpus + // (openrouter carries the same singular key on thousands of spans, all with + // plain semconv values). If SK ever fixes the enum repr this clause goes quiet + // and those spans degrade to `unknown:genai`. s.attr("gen_ai.operation.name") == Some("chat.completions") && s.attr("gen_ai.response.finish_reason") .is_some_and(|value| value.starts_with("FinishReason.")) } -/// Seed: frameworks/smolagents/registry-seed.yaml -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `service.instance.id` (wire): Resource attribute auto-detected by the OTel Python SDK 1.44 -/// as a random uuid4 per process (sdk/resources/__init__.py:507-528), not by smolagents or -/// OpenInference. Session-shaped and stable across all 6 turns of smolagents_user ONLY -/// because the fixture is one process per scenario; in a server it is one value for thousands -/// of sessions. Process identity, never session identity. -/// -/// * `metadata` (wire): The third slot of the SAME using_attributes call that carries -/// session.id, so it is present on 42/42 and 33/33 spans and looks like a first-class -/// correlation field. It is an opaque customer JSON blob — here {"scenario","turn", -/// "capture.id"}, i.e. it CHANGES per turn inside one session. Never join on it. -/// -/// * `tag.tags` (wire): Fourth slot of the same context call (42/42, 33/33). A customer- -/// supplied label array — here ["turn-1"] … ["turn-6"] within a single session. Per-call -/// labels, not identity. -/// -/// * `llm.output_messages.0.message.tool_calls.0.tool_call.id` (wire): Provider tool-call id -/// (call_…) on LLM spans; also mirrored into the TOOL span's input. Correlates one tool call -/// to its result, changes many times per turn. -/// -/// * `openinference.project.name` (source_code): The only OpenInference RESOURCE attribute that -/// exists (semconv/resource/ __init__.py). Set exclusively by `dangerously_using_project`, a -/// notebook helper that patches ReadableSpan.__init__ (_projects.py:10-27), and by Phoenix- -/// style backends. It is a deployment-wide constant — the langsmith.trace.session_name -/// failure mode. Not observed in these captures; never join on it. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * `no_first_party_telemetry`: smolagents 1.26.0 contains ZERO telemetry code — it imports -/// opentelemetry nowhere, has no tracer/exporter/callback setting, and honours no OTEL_* env -/// var. 100% of smolagents telemetry maple will ever see is authored by openinference- -/// instrumentation-smolagents, a third-party wrapt monkey-patcher. Practical consequences: -/// (a) the framework version is never on the wire — scope.version is the instrumentor's -/// 0.1.33, and service.version=1.26.0 here is harness-set [H]; (b) instrumentation is opt-in -/// application code, so the population of smolagents users maple can see is only those who -/// installed the OpenInference package and built an SDK; (c) span shapes track the -/// instrumentor's release cadence, not smolagents'. -/// -/// * `model_subclass_discovery_is_by_export`: The instrumentor patches Model subclasses by -/// scanning vars(smolagents) at instrument() time (__init__.py:75-84). A customer's own Model -/// subclass — the normal way to wire a private gateway — is NOT in that dict and is therefore -/// NEVER traced: the trace keeps its AGENT / CHAIN / TOOL spans and silently loses every LLM -/// span, along with all token counts and message content. A smolagents trace with no -/// `.generate` span is this case, not an error. Also version-fragile: patching happens -/// once at instrument() time, so classes imported later are missed. -/// -/// * `agent_identity_only_in_span_name`: No agent.name / agent.id / role attribute exists. The -/// agent is identifiable only by splitting `.run` off the span name, and the fallback -/// when an agent has no name= is the Python CLASS name (_wrappers.py:123). Tool spans are -/// worse: the span name is instance.__class__.__name__ (_wrappers.py:653), so every @tool- -/// decorated function produces a span literally named `SimpleTool` — the fixture declares -/// explicit Tool subclasses purely so the names differ. tool.name carries the real tool name -/// in both styles; span names must never be used as rules. See algebra_violations. -/// -/// * `smolagents_task_is_the_previous_turn`: smolagents.task on `.run` is OFF BY ONE -/// when the agent is reused. The wrapper reads agent.task BEFORE calling the wrapped run() -/// (_wrappers.py:74,124-126), and run() is what assigns it — so on a fresh agent the key is -/// ABSENT and on every subsequent turn it holds the PREVIOUS turn's task. Wire-proven in -/// smolagents_user: turn 1 has no smolagents.task, turn 2 carries turn 1's text, … turn 6 -/// carries turn 5's (5/6 spans). Never use smolagents.task as the turn's input — input.value -/// on the same span is correct. In smolagents_agents it is absent from all 5 AGENT spans -/// (every agent is run exactly once). -/// -/// * `token_counts_double_and_undercount`: llm.token_count.{prompt,completion,total} appears on -/// BOTH the LLM spans and the `.run` AGENT span, where the AGENT value is -/// agent.monitor's run total (_wrappers.py:214-219) — i.e. the sum of its own LLM children. -/// Any per-span rollup over a trace double counts. In the other direction, scenario B's -/// orchestrator.run total covers only the orchestrator's own LLM calls, NOT the managed -/// agents' (each worker has its own monitor and its own AGENT span), so the root span is not -/// a trace total either. Dedupe on openinference.span.kind = LLM. -/// -/// * `session_context_is_instrumentor_side_not_otel_context`: OpenInference's session -/// propagation is NOT OTel baggage and NOT span-attribute inheritance: using_attributes -/// attaches a plain contextvar that only OITracer reads at span creation. A span created with -/// a stock opentelemetry.trace.Tracer inside the very same `with using_attributes(...)` block -/// gets NOTHING. Wire-proven [H] in the pre-prune backup of smolagents_user: run 1's two -/// `human_approval` spans (plain get_tracer, inside the context) carry no -/// session.id/user.id/metadata/tag.tags at all, while run 2's — after hitl.py added an -/// explicit span.set_attributes(dict(get_attributes_from_context())) — carry all four. Any -/// customer-authored or third-party-auto-instrumented span in a smolagents trace is session- -/// blind unless it opts in the same way. -/// -/// * `one_trace_per_run_reset_false_does_not_help`: agent.run(reset=False) preserves MEMORY, -/// not the trace: every run() opens a new root span and therefore a new trace id (six turns -/// of one persistent agent = six unrelated trace ids in smolagents_user). smolagents exposes -/// no run/thread/conversation identifier to the instrumentor either. Cross-turn correlation -/// exists ONLY through the customer-supplied session.id. -/// -/// * `error_shape_and_the_unreachable_recovery_event`: A failed tool produces status=ERROR + -/// one `exception` event on the TOOL span, and status=ERROR + TWO `exception` events on the -/// enclosing `Step ` span (the wrapper's record_exception at _wrappers.py:325 plus the -/// SDK's own on the way out of start_as_current_span). 0.1.33 also contains a softer path — -/// _record_step_error() emits an `agent.step_recovery` span EVENT and sets status OK for -/// AgentToolCallError/AgentToolExecutionError (_wrappers.py:260-286) — but it is unreachable -/// whenever the error propagates, because _finalize_step_span skips it once the status is -/// already ERROR. Wire-confirmed: zero `agent.step_recovery` events and zero OK-status -/// errored steps in either capture; the transport failure in smolagents_agents is an -/// AgentToolExecutionError and still lands as ERROR + 2 exception events. Error-rate -/// consumers must expect exactly this double-count. -/// -/// * `no_native_hitl_or_resume`: smolagents 1.26.0 has no approval/interrupt-and-resume -/// mechanism. MultiStepAgent.interrupt() only flips a flag checked at the top of the next -/// loop iteration and then raises AgentError — it aborts a run, it cannot suspend a pending -/// tool call. There is no needs_approval / checkpointer concept. The fixture's HITL is -/// therefore SIMULATED [H] by subclassing ToolCallingAgent.execute_tool_call (hitl.py): on -/// denial Tool.__call__ is never reached, so NO DeleteFileTool span exists — a real absence, -/// not a dropped span. maple must not expect any native HITL signal from smolagents. -/// -/// * `parallel_fan_out_is_real_and_context_safe`: Scenario B's three managed-agent calls -/// genuinely overlap (weather/budget/transport workers start within ~5 ms of each other -/// inside one 33-span trace): ToolCallingAgent.process_tool_calls dispatches through a -/// ThreadPoolExecutor with copy_context().run(...), and the instrumentor additionally swaps -/// smolagents.local_python_executor.ThreadPoolExecutor for a context-preserving one -/// (__init__.py:105-123). Parent/child links survive the thread hop. Fragile in a different -/// way, though: it degrades to sequential whenever the model emits a single tool call per -/// message, so fan-out shape is model-dependent, not framework-guaranteed. -/// -/// * `payload_grows_quadratically_within_a_session`: Every `.generate` span re- -/// serialises the ENTIRE conversation into llm.input_messages..* (144 message-content -/// triples across 11 LLM spans in smolagents_user) and re-sends every tool's full JSON Schema -/// in llm.tools.. With reset=False the memory grows monotonically, so late turns of a long -/// session cost far more bytes than early ones — the largest single OTLP record here is -/// 118,815 B for one 3-turn batch. OPENINFERENCE_HIDE_LLM_TOOLS and -/// OPENINFERENCE_HIDE_INPUT_MESSAGES are the levers; trace-count sampling is not. -/// -/// * `pruned_capture_inventory`: Both capture dirs originally held TWO runs of their scenario -/// (the capture server is append-only). They were pruned on 2026-08-06 to the canonical later -/// run (scripts/prune-spec.json: smolagents_user keep 3-5, smolagents_agents keep 5-8) and -/// the seqs renumbered from 0. The pre-prune supersets survive only as -/// records.jsonl.bak-2026-08-06T02-32-20-748Z / …T02-30-45-531Z and are NOT part of the -/// fixture. Two throwaway probe captures — smolagents_probe (2 records / 20 spans / 3 traces) -/// and smolagents_agents_probe (6 / 37 / 1) — are development artefacts and are deliberately -/// excluded from this seed. -/// -/// Config variants that change the wire shape (`openinference-genai-semconv`): recorded in full -/// in the seed's `variants:` block — re-read it before touching this vendor's rules. +/// Decoy keys — never consult these as session candidates: +/// +/// * `service.instance.id`: OTel-Python's per-process uuid4. +/// * `metadata`: the third slot of the same `using_attributes` call that carries +/// `session.id`, so it rides every span and looks first-class. It is an opaque +/// customer JSON blob that CHANGES per turn inside one session. +/// * `tag.tags`: fourth slot of the same call — per-call labels, not identity. +/// * `llm.output_messages.0.message.tool_calls.0.tool_call.id`: per tool call. +/// * `openinference.project.name`: a deployment-wide constant. +/// +/// Traps: +/// +/// * smolagents contains ZERO telemetry code. Everything maple will ever see is +/// authored by the third-party OpenInference instrumentor, so the framework +/// version is never on the wire and span shapes track the instrumentor. +/// * The instrumentor patches Model subclasses by scanning the smolagents module at +/// instrument() time, so a customer's own Model subclass — the normal way to wire +/// a private gateway — is NEVER traced: the trace keeps its AGENT/CHAIN/TOOL spans +/// and silently loses every LLM span. That is not an error, it is this case. +/// * There is no agent name/id/role attribute: agent identity lives only in the span +/// name, and every `@tool`-decorated function produces a span literally named +/// `SimpleTool`. `tool.name` carries the real tool name; span names are not rules. +/// * `smolagents.task` is OFF BY ONE when an agent is reused: the wrapper reads the +/// task before the wrapped `run()` assigns it, so it holds the PREVIOUS turn's +/// text. Use `input.value` on the same span instead. +/// * OpenInference's session propagation is a plain contextvar only its own tracer +/// reads — a span created with a stock tracer inside the very same +/// `using_attributes(...)` block gets nothing, so any customer-authored or +/// third-party span in a smolagents trace is session-blind. +/// * `agent.run(reset=False)` preserves MEMORY, not the trace: every run opens a new +/// trace and smolagents exposes no run/thread/conversation id, so cross-turn +/// correlation exists ONLY through the customer-supplied `session.id`. +/// * There is no approval/interrupt-and-resume mechanism: `interrupt()` aborts a +/// run, it cannot suspend a pending tool call. Expect no native HITL signal. pub const SMOLAGENTS: VendorDef = VendorDef { id: VendorId::Smolagents, detect: detect_smolagents, @@ -4114,7 +2019,6 @@ pub const SMOLAGENTS: VendorDef = VendorDef { prefixes: &["smolagents."], span_names: &[], session_candidates: &[ - // verdict: C. SessionCandidateDef { key: "session.id", authority: |s| s.has_attr("openinference.span.kind"), @@ -4124,7 +2028,6 @@ pub const SMOLAGENTS: VendorDef = VendorDef { granularity: Granularity::Session, granularity_of_value: None, }, - // verdict: C. SessionCandidateDef { key: "user.id", authority: |s| s.has_attr("openinference.span.kind"), @@ -4138,102 +2041,48 @@ pub const SMOLAGENTS: VendorDef = VendorDef { decoy_values: &[], }; -// Phase 2 (fix-queue SM1/SM2, 2026-08-13): re-adjudicated, shape CONFIRMED — two -// independent clauses, no shared-key hazards, and the HONEST CEILING is on the record -// per SM1: on scope rewrite/drop, 34/42 + 28/33 spans (every `Step ` CHAIN, -// `.generate` LLM and `` TOOL span) carry NOTHING -// smolagents-specific — outside `smolagents.*` there is no key in either capture that -// any other OpenInference vendor would not also emit — and they fall to -// unknown:openinference via openinference.span.kind (42/42 + 33/33 coverage). That -// degradation is correct: loss of vendor label only, never silent total loss, and any -// attribute-only rule for those spans would be an invented fingerprint. SM2 -// (`suffix(span_name, ".run")` agent identity) stays DEFERRED to the read path: span -// names are customer Python identifiers, and the rule adds zero recall (every `.run` -// span already matches the scope clause; on scope loss the same spans match the -// `smolagents.` clause). +// The honest ceiling is on the record: on scope rewrite or loss, ~85% of this +// vendor's spans (every step, model and tool span) carry NOTHING +// smolagents-specific — outside `smolagents.*` there is no key either capture +// holds that another OpenInference vendor would not also emit — and they fall to +// `unknown:openinference`. That degradation is correct: loss of the vendor label +// only, never silent total loss, and any attribute-only rule for those spans would +// be an invented fingerprint. fn detect_smolagents(s: &SpanCtx) -> bool { - // owned_by: library, source: wire. - // The scope name is the instrumentor module's own __name__ and the version is its - // __version__ — openinference/instrumentation/smolagents/__init__.py:51 does - // trace_api.get_tracer(__name__, __version__, tracer_provider). Library-owned, - // namespaced, stable, and NOT app-derivable: the customer supplies only a - // TracerProvider. It is also the ONLY signal that classifies 34/40 (user) and 28/33 - // (agents) native spans — the LLM / TOOL / CHAIN populations carry no smolagents- - // specific attribute whatsoever (see false_negatives), so gating this scope on attr - // evidence would leave 85% of this vendor's spans unattributed. Exactly four - // span-creation sites exist in this scope (MultiStepAgent.run, - // {Code,ToolCalling}Agent._step_stream, .generate(_stream), Tool.__call__ — - // __init__.py:56-130), all agent operations. NOTE the scope version tracks the - // INSTRUMENTOR (0.1.33), never smolagents (1.26.0): the framework version is not on the - // wire anywhere. EXACT equality also refuses the harness scope - // "trace-capture.smolagents" (2 spans in smolagents_user), which CONTAINS the - // substring "smolagents" — a contains/suffix scope rule would wrongly claim them. + // The instrumentor module's own `__name__`, not app-derivable (the customer + // supplies only a TracerProvider). It is also the ONLY signal that classifies + // the LLM/TOOL/CHAIN populations, so gating it on attribute evidence would + // leave most of this vendor's spans unattributed. EXACT equality also refuses a + // scope like `trace-capture.smolagents`, which CONTAINS the substring + // `smolagents` — a contains/suffix scope rule would wrongly claim it. s.scope_name() == "openinference.instrumentation.smolagents" - // source: wire. Vendor-owned namespace, scope-loss fallback reaching only the - // AGENT spans: 6/42 + 5/33 carry smolagents.{max_steps,tools_names,task, - // managed_agents..*} — emitted solely by _smolagent_run_attributes() on - // `.run` (_wrappers.py:71-104). Unconditional per X4 (own namespace); - // negative sets: 0 occurrences of the prefix in openrouter (4,097 spans), - // eve_slack (2,328), eve_slack_no_messages (1,927) or any other - // non-smolagents capture (grep, 2026-08-13). The harness human_approval spans - // carry no smolagents.* key, so this clause does not claim them either. + // The vendor's own namespace, a scope-loss fallback reaching only the AGENT + // spans (nothing else carries a `smolagents.` key). || s.any_attr_prefix("smolagents.") } -/// Seed: frameworks/spring_ai/registry-seed.yaml -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `gen_ai.response.id` (wire): On every `chat` span; unique per LLM call, never repeats -/// across turns. -/// -/// * `spring.ai.tool.call.id` (wire): Per tool invocation (call_AzE6...); correlates tool -/// calls, not sessions. -/// -/// Harness-only keys in the fixture captures (not framework signal): `chat.session.id`. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * The instrumentation scope identifies SPRING BOOT, not Spring AI: scope.name is -/// org.springframework.boot, scope.version is the Boot version. A Boot app with no Spring AI -/// on the classpath emits spans in the identical scope. Strongest argument in the corpus for -/// attribute-based over scope-based classification. -/// -/// * gen_ai.system is the CLIENT implementation, not the provider: `chat` spans for -/// anthropic/claude-haiku-4.5 (via OpenRouter through the OpenAI-compatible client) report -/// gen_ai.system=openai. gen_ai.request.model / gen_ai.response.model carry the truth. -/// -/// * ALL attribute values arrive as OTLP stringValue, including numbers and booleans -/// (gen_ai.usage.input_tokens="210", spring.ai.chat.client.stream="false") and -/// gen_ai.response.finish_reasons as the string ["STOP"], not an arrayValue. Micrometer -/// KeyValues are String-typed and the bridge does not re-type them. -/// -/// * Emitted OTLP is maximally unbatched: ONE resourceSpans block containing ONE scopeSpans -/// block containing ONE span, repeated — the full resource attribute set is duplicated per -/// span. -/// -/// * In 1 of the 2 multi-record traces the first record mentioning the trace contains ONLY the -/// POST HTTP span — neither a classifiable span nor the session key — so a first-batch -/// classifier sees that trace as non-AI for one batch. -/// -/// * Spring AI produced no ERROR-status span anywhere: the default -/// ToolExecutionExceptionProcessor swallows tool exceptions and feeds the message back to the -/// model, so execute_tool fetch_transport_data ends OK with the 503 text in -/// spring.ai.tool.call.result. The corpus' only ERROR span is harness [H]. -/// -/// * 28 of 101 native spans are advisor bookkeeping (`call`, `tool _calling `, -/// `message_chat_memory`) with no AI payload beyond spring.ai.advisor.name/order. One has a -/// malformed name — the literal string `tool _calling ` (stray underscore, trailing space; -/// Spring AI name-derivation bug). Span-name rules must not be used. -/// -/// * Harness spans [H]: agent.* (8 + 5, AgentSpan.java — hardcodes gen_ai.system=spring_ai, -/// gen_ai.operation.name=invoke_agent, agent.role/parent/ task, workflow.* on the -/// orchestrator, chat.session.id/chat.turn.* on agent.assistant), hitl.approval (3 — Spring -/// AI has NO native HITL mechanism), and transport_api.fetch (1). All emitted via Spring's -/// own ObservationRegistry, so they land in the framework scope and are detectable only by -/// provenance. +/// Decoy keys — never consult these as session candidates: +/// +/// * `gen_ai.response.id`, `spring.ai.tool.call.id`: per LLM call / per tool call. +/// +/// Traps: +/// +/// * The instrumentation scope identifies SPRING BOOT, not Spring AI: `scope.name` +/// is `org.springframework.boot` and `scope.version` is the Boot version. A Boot +/// app with no Spring AI on the classpath emits spans in the identical scope — +/// the strongest argument in the corpus for attribute-based classification. +/// * `gen_ai.system` is the CLIENT implementation, not the provider: Anthropic +/// models routed through the OpenAI-compatible client report `openai`. +/// * A trace's first record can contain only the HTTP POST span — neither a +/// classifiable span nor the session key — so a first-batch classifier sees that +/// trace as non-AI for one batch. +/// * Spring AI produces no ERROR-status span: the default exception processor +/// swallows tool exceptions and feeds the message back to the model, so a failing +/// tool span ends OK with the error text in `spring.ai.tool.call.result`. +/// * About a quarter of native spans are advisor bookkeeping with no AI payload, +/// and one span name is malformed by a Spring AI name-derivation bug (the literal +/// `tool _calling `, stray underscore and trailing space). Span-name rules must +/// not be used. pub const SPRING_AI: VendorDef = VendorDef { id: VendorId::SpringAi, detect: detect_spring_ai, @@ -4241,7 +2090,6 @@ pub const SPRING_AI: VendorDef = VendorDef { prefixes: &["spring.ai."], span_names: &[], session_candidates: &[ - // verdict: B. SessionCandidateDef { key: "spring.ai.chat.client.conversation.id", authority: |s| s.attr("spring.ai.kind") == Some("chat_client"), @@ -4253,183 +2101,84 @@ pub const SPRING_AI: VendorDef = VendorDef { }, ], decoy_values: &[ - // source_code: ChatMemory's documented default conversation id. NOT observed on the - // wire (the convention omits the key when unset), but an integration passing the - // literal default into the advisor param would produce a process-wide constant that - // must never be joined on. + // ChatMemory's documented default conversation id. Not observed on the wire + // (the convention omits the key when unset), but an integration passing the + // literal default into the advisor param would produce a process-wide + // constant that must never be joined on. "default", ], }; fn detect_spring_ai(s: &SpanCtx) -> bool { - // source: wire. - // Spring AI's own attribute namespace: spring.ai.kind, spring.ai.advisor.*, - // spring.ai.tool.*, spring.ai.chat.client.* — and, per the seed, the future - // embedding/image/vector-store conventions, which also emit spring.ai.kind. Wire: - // 52/75 spring_ai_user + 27/43 spring_ai_agents spans; zero occurrences in any other - // capture. + // Spring AI's own attribute namespace: `spring.ai.kind`, `spring.ai.advisor.*`, + // `spring.ai.tool.*`, `spring.ai.chat.client.*`, and the future + // embedding/image/vector-store conventions, which also emit `spring.ai.kind`. s.any_attr_prefix("spring.ai.") - // source: wire. - // The OTel-semconv-shaped form of the same fact; survives a spring.ai.* rename. - // Wire: 40 native (user) + 21 native (agents) spans. Known, accepted side effect: - // the fixture harness's agent.* spans (8 + 5) hardcode this value (AgentSpan.java) - // and match — pinned as harness_matched in the goldens. A real customer stamping - // gen_ai.system="spring_ai" on their own Observations is claiming the vendor - // namespace and gets classified accordingly. + // The OTel-semconv-shaped form of the same fact; survives a `spring.ai.*` + // rename. A customer stamping `gen_ai.system="spring_ai"` on their own + // Observations is claiming the vendor namespace and gets classified + // accordingly. || s.attr("gen_ai.system") == Some("spring_ai") - // source: wire (phase-2, fix-queue SP1). - // Tool-less ChatModel spans carry the full gen_ai.* block and NO spring.ai.* key, - // because spring.ai.model.request.tool.names is omitted when no tool callbacks are - // configured — 2 spans in spring_ai_agents (0 in _user, where every chat span - // configures tools). The seed wanted `NOT scope.starts_with( - // "io.opentelemetry.instrumentation.") AND gen_ai.system == "openai"`; that - // negation form is banned by the corpus: openrouter carries 1,477 spans with - // gen_ai.system="openai" under its own scope (plus langsmith 14 and - // semantic_kernel 21), and openrouter's asserted FP ceiling is zero vendor claims. - // The positive conjunct is the safe form. The Boot scope is usable ONLY as a - // conjunct — it is Spring Boot's GLOBAL Micrometer-tracing scope (version tracks - // Boot 4.1.0, not Spring AI 2.0.0), so alone it would also claim the 20 plain HTTP - // CLIENT POST spans in these very captures, and every Spring MVC / RestClient / - // JDBC / @Observed span in a real app, all of which must stay non-AI. Wire for the - // positive: all 20 `chat` spans (12 + 8) carry gen_ai.system=="openai" under scope - // org.springframework.boot — including the 3 anthropic/claude-haiku-4.5 chats, - // since Spring AI sets the value from the model-client implementation, not the - // provider. Negative sets, predicate applied: eve_slack 0/2328, - // eve_slack_no_messages 0/1927, openrouter 0/4097. - // Seed: frameworks/spring_ai/registry-seed.yaml (algebra_violations[0], resolved). + // Tool-less ChatModel spans carry the full `gen_ai.*` block and NO + // `spring.ai.*` key, because the tool-names attribute is omitted when no + // tool callbacks are configured. The negative form ("not an + // io.opentelemetry.instrumentation scope AND gen_ai.system == openai") is + // banned by the corpus: openrouter carries 1,477 spans with that value under + // its own scope. The Boot scope is usable ONLY as a conjunct — alone it + // would also claim the plain HTTP CLIENT spans in these very captures and + // every Spring MVC / RestClient / JDBC / @Observed span in a real app. || (s.scope_name() == "org.springframework.boot" && s.attr("gen_ai.system") == Some("openai")) } -/// Seed: frameworks/strands/registry-seed.yaml -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `event_loop.parent_cycle_id` (wire): Looks like a parent/session pointer and is WRONG -/// under concurrency: event_loop.py:803 writes it into the invocation_state dict, which -/// multiagent/graph.py:833 SHARES across every node running as its own asyncio.create_task. -/// In strands_agents 3 of the 4 spans carrying it name a cycle belonging to a DIFFERENT agent -/// (weather_worker->transport_worker, budget_worker->weather_worker, -/// summary_agent->weather_worker); the 4th is self-consistent only by luck. Correct in the -/// sequential strands_user case (3/3 same agent, same trace). Never join on it, and never use -/// it to reconstruct causality. -/// -/// * `event_loop.cycle_id` (wire): Fresh uuid4 per event-loop cycle: 11 distinct values across -/// 8 traces in strands_user, 8 within the single strands_agents trace. Sub-run granularity — -/// changes several times inside one turn. -/// -/// * `gen_ai.tool.call.id` (wire): Provider tool-call id. Deliberately REPEATS across the -/// interrupted and resumed copies of the same execute_tool span, which makes it look like a -/// correlation key spanning traces; it correlates one tool call, not a session. -/// -/// * `service.instance.id` (wire): Added to the resource by the OTel Python SDK, not by -/// strands: a fresh uuid4 per PROCESS, constant across all 33 spans and all 8 traces of -/// strands_user. The most convincing decoy in this framework — in a one-script-one-session -/// fixture it is indistinguishable from a session id, and in a long-lived server it silently -/// merges every user into one 'session'. -/// -/// * `gen_ai.agent.name` (wire): Stable per agent (user_assistant; -/// orchestrator/weather_worker/...), so it looks like a conversation key in single-agent -/// captures. It is a role name shared by every session that agent ever serves. -/// -/// Harness-only keys in the fixture captures (not framework signal): `scenario`, `capture.id`. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * `agent_span_tokens_are_cumulative`: gen_ai.usage.* on invoke_agent spans is -/// response.metrics.accumulated_usage — the Agent instance's LIFETIME total, not the turn's -/// (tracer.py:788-812). In strands_user the 8 invoke_agent spans read 248, 595, 1031, 2019, -/// 2576, 3190, 3844, 4541 total_tokens, and 4541 is exactly the sum of all 9 `chat` spans. -/// Summing invoke_agent tokens across a session over-counts by ~4x (18044 vs 4541); summing -/// `chat` spans is correct. The gen_ai_use_latest_invocation_tokens opt-in silently inverts -/// which of the two is right, with no attribute to tell them apart. -/// -/// * `content_lives_in_span_events`: In the default flavour 100% of prompts and completions are -/// span EVENTS (gen_ai.system.message / user / assistant / tool.message / gen_ai.choice), -/// with the payload in the event attributes `content` / `message` as JSON-serialised Strands -/// content blocks. Any pipeline that keeps spans but drops span events keeps every token -/// count and loses every message. The history is replayed IN FULL on each `chat` span, so -/// events grow quadratically with turn count: the 9 chat spans of the 6-turn strands_user -/// conversation carry 36 gen_ai.user.message + 36 gen_ai.assistant.message events between -/// them; 233 span events ride 33 spans. -/// -/// * `parent_cycle_id_is_corrupt_under_concurrency`: event_loop.parent_cycle_id is wrong in 3/4 -/// concurrent cases (strands_agents), naming another agent's cycle, because invocation_state -/// is one dict shared by all parallel graph nodes. Recorded as a decoy_key; repeated here -/// because it is the one strands attribute that actively misleads about trace structure -/// rather than merely being useless. -/// -/// * `interrupt_and_resume_are_different_traces`: Strands' native interrupt -/// (BeforeToolCallEvent.interrupt) stops the event loop and returns; resuming requires a NEW -/// agent(...) call, which opens a NEW root trace. 6 turns -> 8 traces. The interrupted -/// `execute_tool` span is exported with status OK and NO gen_ai.tool.status, and a second -/// span with the same gen_ai.tool.call.id appears in the resume trace with the real outcome. -/// Denial is a native ERROR span (code 2, message = the cancel_tool string) with -/// gen_ai.tool.status absent on the first copy and the tool body never executed. -/// -/// * `gen_ai_system_is_the_framework`: gen_ai.system is the constant 'strands-agents' on every -/// span — never the model vendor. Both captures actually called OpenRouter -/// (openai/gpt-4o-mini, anthropic/claude-haiku-4.5); only gen_ai.request.model carries -/// provider truth, and it holds the OpenRouter id, not a native OpenAI/Anthropic model id. -/// Convenient for classification (it is our attr_matcher), useless for provider attribution. -/// -/// * `invoke_graph_is_a_bare_container`: The multi-agent root has 3 attributes, an UNSET -/// status, no gen_ai.event.end_time and span kind CLIENT — the only non-INTERNAL span in -/// either capture, and kind CLIENT for a span that makes no outbound call. It is also the -/// only span type that reads its trace_attributes from the Graph object rather than from an -/// Agent. -/// -/// * `no_native_http_span`: Strands emits no span for the actual model HTTP request; `chat` -/// wraps the provider SDK call. Latency attribution below `chat` requires separate -/// HTTP/provider auto-instrumentation, whose spans belong to a different vendor and would sit -/// underneath strands spans in the same trace. -/// -/// * `attribute_values_are_properly_typed`: Unlike the JVM frameworks, numeric attributes -/// arrive as OTLP intValue (gen_ai.usage.input_tokens, gen_ai.server.time_to_first_token) and -/// gen_ai.agent.tools arrives as a JSON STRING, not an arrayValue. Nothing in these captures -/// needs string->number coercion. -/// -/// * `customer_chosen_session_key` — ST1, adjudicated DO-NOT-FIX 2026-08-13: `session.id` is on -/// the wire only because the fixture passed `Agent(trace_attributes={"session.id": ...})`. -/// The literal string `session.id` occurs nowhere in strands-agents 1.50.2, so a span-local -/// static rule cannot know the customer's chosen key name; the hardcoded candidate is kept -/// because it IS the key AgentCore's ADOT layer injects for free (the one deployment where -/// session identity costs the customer nothing). The real fix is per-org overlay rules, which -/// the plan defers with their own version field. Not a predicate-power problem. -/// -/// * `abandoned_tool_duplicates` — ST2, half DO-NOT-FIX / half DEFERRED 2026-08-13: strands_user -/// has 4 `execute_tool delete_file` spans of which exactly 2 lack `gen_ai.tool.status` -/// (interrupted first attempts, exported with OK status), each pair sharing a -/// `gen_ai.tool.call.id`. The call.id JOIN is cross-span and therefore dead under the -/// per-span constraint (DO-NOT-FIX). The span-local half — -/// `gen_ai.operation.name == "execute_tool" && !has_attr("gen_ai.tool.status")` — is trivially -/// writable in v2 but has no v2 output column: it is a rollup-quality annotation ("this -/// tool-call row is an abandoned duplicate; any count or duration rollup double-counts it"), -/// not a classification. DEFERRED to an annotation surface (D-6); classification is -/// unaffected either way, since both copies are strands under every clause above. -/// -/// Config variants that change the wire shape (`gen-ai-latest-experimental`, `gen-ai-tool- -/// definitions`, `gen-ai-span-attributes-only`, `gen-ai-use-latest-invocation-tokens`, -/// `bedrock-agentcore-runtime`): recorded in full in the seed's `variants:` block — re-read it -/// before touching this vendor's rules. +/// Decoy keys — never consult these as session candidates: +/// +/// * `event_loop.parent_cycle_id`: looks like a parent pointer and is WRONG under +/// concurrency — the invocation state dict is SHARED across every graph node +/// running as its own task, so it routinely names another agent's cycle. Never +/// use it to reconstruct causality. +/// * `event_loop.cycle_id`: a fresh uuid4 per event-loop cycle — sub-run +/// granularity, changing several times inside one turn. +/// * `gen_ai.tool.call.id`: deliberately REPEATS across the interrupted and resumed +/// copies of the same tool span, which makes it look like a cross-trace +/// correlation key. It correlates one tool call. +/// * `service.instance.id`: per-process uuid4, the most convincing decoy here. +/// * `gen_ai.agent.name`: a role name shared by every session that agent serves. +/// +/// Traps: +/// +/// * `gen_ai.usage.*` on `invoke_agent` spans is the Agent instance's LIFETIME +/// total, not the turn's, so summing them across a session over-counts several +/// fold. Sum the `chat` spans instead. An opt-in flag silently inverts which of +/// the two is right, with no attribute to tell them apart. +/// * The native interrupt stops the event loop and returns; resuming requires a new +/// agent call, which opens a NEW root trace. The interrupted tool span is exported +/// with status OK and no tool status, and a second span with the same tool-call id +/// appears in the resume trace with the real outcome. Any tool-call count or +/// duration rollup double-counts the abandoned copy; classification is unaffected. +/// * `gen_ai.system` is the constant `strands-agents` — the framework, never the +/// model vendor. Convenient for classification, useless for provider attribution. +/// * Strands emits no span for the model HTTP request; latency attribution below +/// `chat` needs separate instrumentation, whose spans belong to another vendor. +/// * `session.id` is on the wire only because the customer passed it through +/// `Agent(trace_attributes=…)` — the literal string appears nowhere in +/// strands-agents. A span-local static rule cannot know the customer's chosen key +/// name; the hardcoded candidate is kept because it IS the key AgentCore's ADOT +/// layer injects for free. The general fix is per-org overlay rules. pub const STRANDS: VendorDef = VendorDef { id: VendorId::Strands, detect: detect_strands, keys: &[ "gen_ai.system", "gen_ai.provider.name", - // Phase-2: the guard on the `event_loop.` fallback. + // The guard on the `event_loop.` fallback. "gen_ai.operation.name", ], prefixes: &["event_loop."], span_names: &[], session_candidates: &[ - // verdict: C. SessionCandidateDef { key: "session.id", - // A v1 `AnyOf`, now a plain `||`. authority: |s| { s.attr("gen_ai.system") == Some("strands-agents") || s.attr("gen_ai.provider.name") == Some("strands-agents") @@ -4445,176 +2194,69 @@ pub const STRANDS: VendorDef = VendorDef { }; fn detect_strands(s: &SpanCtx) -> bool { - // owned_by: library, source: wire. - // Library-owned and structurally stable: telemetry/tracer.py:113-116 sets - // self.service_name = __name__ and calls tracer_provider.get_tracer( - // self.service_name), so the scope name IS the dotted module path of the tracer module - // inside the strands package. It cannot be influenced by the app, is namespaced, and - // catches 33/33 + 25/25 spans — the two captures contain NO span from any other scope - // at all — including the `invoke_graph` root, which carries only 3 attributes. NOTE: - // get_tracer() is called with no version argument, so scope.version is EMPTY on the - // wire — scope.version can never be used to detect the SDK release. + // The tracer module sets its service name to `__name__`, so the scope name IS + // the dotted module path inside the strands package — not influenceable by the + // app, and it reaches the `invoke_graph` root, which carries only three + // attributes. `get_tracer()` is called with no version, so `scope.version` is + // EMPTY and can never detect the SDK release. s.scope_name() == "strands.telemetry.tracer" - // source: wire / source_code (queue ST3: ONE expression, two semconv flavours). - // tracer.py:1216-1228's `_get_common_attributes` emits gen_ai.system on the legacy - // branch and gen_ai.provider.name INSTEAD on the gen_ai_latest_experimental branch — - // mutually exclusive, one fact. As two separate matchers they could be merged or - // ranked apart by any future priority pass; as one `||` inside one detect body they - // cannot. Wire: gen_ai.system=="strands-agents" on 58/58 corpus spans; - // gen_ai.provider.name has zero wire occurrences and is kept on the source-code - // citation so the experimental flavour stays classified under scope loss. The value - // is the FRAMEWORK name, never the model vendor (caveat - // gen_ai_system_is_the_framework) — exact equality, never substring or prefix, so - // openrouter's 1,477 gen_ai.system="openai" spans are untouched. + // ONE expression, two semconv flavours: the tracer emits `gen_ai.system` on + // the legacy branch and `gen_ai.provider.name` INSTEAD on the experimental + // branch — mutually exclusive, one fact, which is why they live in one + // predicate rather than as two rules that could later be ranked apart. The + // value is the FRAMEWORK name. Exact equality, never substring or prefix, so + // openrouter's `gen_ai.system="openai"` spans are untouched. || s.attr("gen_ai.system") == Some("strands-agents") || s.attr("gen_ai.provider.name") == Some("strands-agents") - // source: wire (phase-2, X4 sweep — the queue's list missed strands). - // `event_loop.` is NOT a vendor-named namespace, unlike `litellm.*` or `crew_*`: - // "event loop" is generic async-runtime vocabulary, and an asyncio/uvloop monitoring - // instrumentation emitting `event_loop.*` keys is entirely plausible. Corpus absence - // was its only protection — the same disjointness-only posture C2 was written to - // end. The guard cannot be strands' OWN evidence without collapsing the clause into - // the two above (which is the whole reason the seed keeps a prefix tier: to survive - // a gen_ai.* rename), so it is generic-AI evidence instead: on the wire all 19 - // `event_loop.*` spans (11/33 + 8/25, the execute_event_loop_cycle population) carry - // gen_ai.operation.name, and BOTH semconv flavours emit that key — only the - // system/provider key name differs between them. Zero corpus recall cost; a - // hypothetical asyncio-monitor span has no gen_ai.* at all and now falls through. + // `event_loop.` is NOT a vendor-named namespace: "event loop" is generic + // async-runtime vocabulary and an asyncio/uvloop monitoring instrumentation + // emitting `event_loop.*` keys is entirely plausible. The guard cannot be + // strands' OWN evidence without collapsing into the two clauses above (the + // point of a prefix tier is to survive a `gen_ai.*` rename), so it is + // generic-AI evidence instead: every `event_loop.*` span carries + // `gen_ai.operation.name`, and both semconv flavours emit that key. Zero + // recall cost, and an asyncio-monitor span has no `gen_ai.*` at all. || (s.any_attr_prefix("event_loop.") && s.has_attr("gen_ai.operation.name")) } -/// Seed: frameworks/vercel_ai_sdk/registry-seed.yaml -/// Goldens: human_reviewed. -/// -/// Decoy keys — NEVER consult these as session candidates (deliberately not compiled: the rule -/// is "never read", so the detector must not be able to): -/// -/// * `gen_ai.response.id` (wire): 9/28 + 9/18 + 9/29 spans, one distinct value per LLM call -/// (gen--); never repeats across turns. -/// -/// * `gen_ai.tool.call.id` (wire): Provider tool-call id (call_... / toolu_bdrk_...). -/// Correlates a tool call to its request, not turns to a session. -/// -/// * `gen_ai.agent.name` (wire): Set from telemetry.functionId (open-telemetry.ts:274) — agent -/// identity, and a PROCESS-LIFETIME CONSTANT per agent ('user_assistant' on all 8 -/// invoke_agent spans in vercel_ai_sdk_user). Session-shaped only because a fixture runs one -/// agent. -/// -/// * `ai.telemetry.functionId` (wire): Legacy-dialect twin of gen_ai.agent.name — same -/// constant, 18/18 spans, including ai.toolCall. Same trap. -/// -/// * `resource.name` (wire): assemble-operation-name.ts:15 sets it to telemetry.functionId -/// verbatim, so it is the same constant again under a name that reads like an entity id. Note -/// it is a SPAN attribute literally named resource.name, not an OTel Resource attribute. -/// -/// * `operation.name` (wire): Legacy dialect: `${operationId} ${functionId}` e.g. -/// 'ai.generateText user_assistant'. Constant per (operation, agent) pair for the whole -/// process life. -/// -/// Harness-only keys in the fixture captures (not framework signal): -/// `ai.settings.context.sessionId`, `ai.settings.context.scenario`. -/// -/// # Caveats (the seed review's rationale record) -/// -/// * SILENT ZERO: AI SDK v7 removed the per-call experimental_telemetry: {isEnabled: true} -/// switch. Telemetry now requires installing a separate package (@ai-sdk/otel) and calling -/// registerTelemetry(...) once at startup. Without it the SDK emits no spans, no warning and -/// no error. Every v5/v6 integration guide still in circulation produces a silently empty -/// pipeline on v7. This bounds how much vercel_ai_sdk data maple should expect to see at all. -/// -/// * TWO DIALECTS, ONE VENDOR: the same library ships two mutually exclusive span schemas with -/// different span names, different tree shapes and different attribute namespaces. scope.name -/// (gen_ai vs ai) is the ONLY clean discriminator: legacy ai.generateText.doGenerate spans -/// also carry gen_ai.system / gen_ai.request.* / gen_ai.response.* / gen_ai.usage.*, so -/// attribute-presence detection fails, and both integrations can be registered at once into -/// one trace. -/// -/// * gen_ai.provider.name is the CLIENT ROUTE, not the model vendor: mapProviderName (gen-ai- -/// format-messages.ts:76-109) maps the AI SDK provider string through a well-known-prefix -/// table and falls through to the raw string, so every span here says 'openrouter' even for -/// anthropic/claude-haiku-4.5. ai.response.providerMetadata (opt-in) reveals the real -/// upstream. The legacy dialect writes gen_ai.system=openrouter for the same reason. -/// -/// * Span names embed the MODEL ID, never the agent: `invoke_agent openai/gpt-4o-mini`. Two -/// different agents on one model are indistinguishable by name. Agent identity exists only as -/// gen_ai.agent.name, only on the operation span, and only if the customer set -/// telemetry.functionId — ToolLoopAgent's `id` is never exported. Attribution of a `chat` or +/// Decoy keys — never consult these as session candidates: +/// +/// * `gen_ai.response.id`, `gen_ai.tool.call.id`: per LLM call / per tool call. +/// * `gen_ai.agent.name`, its legacy twin `ai.telemetry.functionId`, the SPAN +/// attribute literally named `resource.name`, and `operation.name`: four spellings +/// of the same process-lifetime constant derived from `telemetry.functionId`. +/// +/// Traps: +/// +/// * SILENT ZERO: AI SDK v7 removed the per-call telemetry switch — telemetry now +/// needs a separate package registered once at startup, and without it the SDK +/// emits no spans, no warning and no error. Every v5/v6 integration guide still in +/// circulation produces a silently empty pipeline on v7. +/// * TWO DIALECTS, ONE VENDOR: the same library ships two mutually exclusive span +/// schemas with different span names, tree shapes and attribute namespaces. Scope +/// name (`gen_ai` vs `ai`) is the ONLY clean discriminator — legacy spans also +/// carry `gen_ai.*` attributes, so attribute-presence detection fails, and both +/// integrations can be registered at once into one trace. +/// * `gen_ai.provider.name` is the CLIENT ROUTE, not the model vendor; +/// `ai.response.providerMetadata` (opt-in) reveals the real upstream. Span names +/// embed the MODEL ID, never the agent, so attributing a `chat` or /// `execute_tool` span to an agent requires walking the parent chain. -/// -/// * DOCS BUG, verified: ai-sdk.dev/docs/ai-sdk-core/telemetry documents runtime context -/// landing as ai.settings.runtimeContext.*. The source has one implementation for both -/// dialects — getRuntimeContextAttributes at supplemental-attributes.ts:114-121 — and it -/// emits ai.settings.context.${key}. All 34 wire occurrences across the two dialects (and all -/// 106 across the two eve_slack captures) use ai.settings.context.*. Anyone building a -/// session rule from the docs joins on a key that does not exist. -/// -/// * enrichSpan (open-telemetry.ts:141-156, GenAI dialect only) is a second, undocumented- in- -/// NOTES injection point: it returns arbitrary attributes applied to EVERY AI SDK span type -/// at creation, including `chat` and `execute_tool`, which runtimeContext cannot reach. It is -/// the only way a customer can get a session key onto the token-bearing spans. Its keys are -/// entirely app-chosen, so it is invisible to any closed-key rule. -/// -/// * LEGACY DIALECT DROPS THE POST-APPROVAL TOOL SPAN: after a HITL approval resume the tool -/// executes before any step begins; onToolExecutionStart returns early when stepContext is -/// undefined (legacy-open-telemetry.ts:603-604), so vercel_ai_sdk_user_legacy has an -/// ai.toolCall span for get_weather but NONE for the approved delete_file that actually ran. -/// The GenAI integration falls back to stepContext ?? rootContext, so its `execute_tool -/// delete_file` span exists but is parented to `invoke_agent` — which post-§7 is the TRACE -/// ROOT — not to a `step`. A parser assuming tool is a descendant of step gets it wrong. Both -/// behaviours are wire-confirmed here (user: execute_tool get_weather under `step 1`, -/// execute_tool delete_file directly under the root; legacy: ai.toolCall for get_weather -/// only). -/// -/// * NATIVE HITL, INVISIBLE TO TELEMETRY: toolApproval: {delete_file: 'user-approval'} is a -/// real v7 gate, but neither dialect emits an approval span, event or attribute. A denied -/// call produces NO execute_tool span at all; the decision survives only inside message -/// payloads ({"denied":true,...} in gen_ai.input.messages, output:{"type":"execution-denied"} -/// in ai.prompt.messages), and approval parts are rendered as bare {"type":"tool-approval- -/// request"} with no approvalId, tool name or approved flag. HITL is unreachable by any -/// predicate in this algebra. -/// -/// * SPAN KIND IS PARTLY USEFUL HERE, unusually: the GenAI dialect emits CLIENT for `chat` -/// (9/28 and 9/29 spans) and INTERNAL for everything else. The legacy dialect emits INTERNAL -/// for all 18. Kind alone still cannot classify, but a kind-based LLM-call rollup works in -/// the GenAI dialect and silently returns nothing in the legacy one. Note the trace ROOT is -/// INTERNAL in both dialects — there is no SERVER span anywhere. -/// -/// * ERROR MODELLING IS NATIVE AND CORRECT: the failing tool in vercel_ai_sdk_agents produces -/// execute_tool fetch_transport_data with status ERROR ('transport data service unavailable -/// (503)') and one `exception` span event (exception.type/message/stacktrace), written by -/// @ai-sdk/otel's recordErrorOnSpan. The run does not abort — the error becomes a tool-error -/// part fed back to the model. Unlike google_adk, this exception event is framework-emitted, -/// not harness-injected. -/// -/// * NO HARNESS SPANS: the §7 fidelity pass (2026-08-11) deleted the fixture's own tracer -/// (`trace-capture.vercel_ai_sdk`), its `chat_turn {n}` / `research_briefing_run` root spans, -/// the `session.id` span attribute, the `tool_approval.decision` span events and the -/// telemetry.dialect / capture.id resource attributes. Native span counts were unchanged by -/// the removal (28 / 18 / 29 before and after), so the earlier goldens' vendor counts carry -/// over; what changed is the TRACE structure, and it changed a lot. -/// -/// * ONE TRACE PER generate() CALL — the AI SDK never joins calls into a trace. With the -/// harness root gone there is no trace-level grouping at all: vercel_ai_sdk_user is 8 traces -/// for 6 user turns, not 6, because a HITL approval resume is a SECOND generate() call and -/// therefore a second, separate trace with its own root. Scenario B is 2 traces, not 1: the -/// orchestrator run (26 spans, workers nested under their delegate `execute_tool` spans) and -/// the summary agent run (3 spans) share nothing. Any app-level notion of turn, conversation -/// or workflow must come from a customer span or from the session key — the trace id will not -/// supply it. -/// -/// * UNVERIFIED, no capture and no source in this repo: apps deployed on Vercel with OTel Trace -/// Drains are reported to receive vercel.* attributes alongside the ai.*/gen_ai.* ones. If -/// real, vercel.* is a HOSTING signal, not an AI SDK signal, and must not be added as a -/// vendor matcher — a self-hosted AI SDK app emits none of it. -/// -/// * Every attribute value arrives as an OTLP typed value here (intValue/doubleValue/ boolValue -/// as well as stringValue), unlike the Micrometer-bridged frameworks; -/// gen_ai.response.finish_reasons is a real arrayValue. Canonical stringification matters for -/// eq() comparisons on this vendor. -/// -/// Config variants that change the wire shape (`genai-dialect`, `legacy-dialect`, `genai- -/// supplemental-off`, `custom-tracer`, `both-dialects-registered`): recorded in full in the -/// seed's `variants:` block — re-read it before touching this vendor's rules. +/// * DOCS BUG: the docs document runtime context landing as +/// `ai.settings.runtimeContext.*`; the source emits `ai.settings.context.*` in both +/// dialects. A session rule built from the docs joins on a key that does not exist. +/// * `enrichSpan` (GenAI dialect only) is a second, undocumented injection point +/// applied to EVERY span type at creation — the only way a customer can get a +/// session key onto the token-bearing spans. Its keys are entirely app-chosen, so +/// it is invisible to any closed-key rule. +/// * The legacy dialect DROPS the post-approval tool span; the GenAI dialect parents +/// it to `invoke_agent` (the trace root), not to a `step`. Native HITL emits no +/// approval span, event or attribute in either dialect. +/// * ONE TRACE PER `generate()` CALL — a HITL approval resume is a second call and +/// therefore a second trace. Any notion of turn, conversation or workflow must +/// come from a customer span or the session key. +/// * Unverified, no capture and no source here: apps on Vercel with OTel Trace Drains +/// are reported to receive `vercel.*` attributes. If real, that is a HOSTING signal +/// and must not become a vendor matcher — a self-hosted AI SDK app emits none of it. pub const VERCEL_AI_SDK: VendorDef = VendorDef { id: VendorId::VercelAiSdk, detect: detect_vercel_ai_sdk, @@ -4625,67 +2267,40 @@ pub const VERCEL_AI_SDK: VendorDef = VendorDef { decoy_values: &[], }; -// Phase-2 predicate (fix-queue V1, integration decision on vercel_ai_sdk): the bare -// `ai.` prefix became a scope conjunction, and the two AI-SDK-invented semconv -// markers stay as scope-independent disjuncts for the custom-tracer variant. -// -// OWNER DECISION 2026-08-13 (S11) — a fourth disjunct was removed. Earlier the same day -// this function opened with -// -// scope == "gen_ai" && s.has_attr("gen_ai.operation.name") -// -// which read as a conjunction but was not one: `gen_ai.operation.name` is REQUIRED on -// every GenAI-semconv span, so the added conjunct carried no vendor evidence and the -// clause reduced to "a tracer named exactly `gen_ai` claims any GenAI span inside it". -// The scope name is customer data — an app that hand-rolls `trace.getTracer('gen_ai')` -// (the natural name, and the reason the SDK hardcoded it) would have had every LLM span -// attributed to this vendor. The corpus cannot see that failure: no capture here names a -// tracer `gen_ai` except the AI SDK itself, so the false-positive ceiling stayed `{}` -// either way, and a rule whose risk is invisible to the gate is a rule the gate cannot -// defend. The owner chose the narrow form. -// -// What that gave up, measured on the vendored fixture: 53 spans revert to -// `unknown:genai` — eve_slack 122 -> 92, eve_slack_no_messages 83 -> 60. All of them are -// `chat {modelId}` spans under the default `new OpenTelemetry()` config, which emits no -// supplemental `ai.*` for (A) below to reach. This vendor is now narrow BY CHOICE: the -// default-config GenAI dialect is a known, accepted false negative (seed -// `false_negatives[0]`), not an oversight. +// This vendor is narrow BY CHOICE. A `scope == "gen_ai" && has_attr("gen_ai.operation.name")` +// disjunct was considered and rejected: it reads as a conjunction but is not one — +// `gen_ai.operation.name` is REQUIRED on every GenAI-semconv span, so the clause +// reduces to "a tracer named exactly `gen_ai` claims any GenAI span inside it", over +// a scope name that is customer data. An app that hand-rolls +// `trace.getTracer('gen_ai')` — the natural name, and the reason the SDK hardcoded it +// — would have had every LLM span attributed here, and no corpus capture can witness +// that failure. The cost is that default-config GenAI-dialect `chat` spans, which +// emit no supplemental `ai.*` for clause (A) to reach, stay `unknown:genai`: a known, +// accepted false negative. fn detect_vercel_ai_sdk(s: &SpanCtx) -> bool { let scope = s.scope_name(); - // (A) Both dialects: the ai.* attribute namespace, guarded by the SDK's two - // hardcoded tracer names. owned_by: library, source: wire — `gen_ai` is hardcoded at - // open-telemetry.ts:117 and the legacy `ai` at legacy-open-telemetry.ts:157 (and - // again as the fallback in get-tracer.ts:19). Both are bare, unnamespaced, - // unversioned words (no scope.version, no schemaUrl, no scope attributes on any of - // them) that any app hand-rolling an AI tracer would plausibly pick, so neither ever - // stands alone — the vendor's own namespace is the other half. Wire: legacy dialect - // 18/18 spans carry ai.operationId under scope "ai" (vercel_ai_sdk_user_legacy — the - // only corpus capture with scope "ai"); GenAI dialect 26/28 + 23/29 spans carry - // supplemental ai.* keys under "gen_ai". The guard is what un-claims eve_slack's 9 - // ai.eve.turn spans per capture (scope "eve", ai.telemetry.functionId) — the - // corpus-proven v1 false positive, which now falls through to the unknown tier's - // `ai.` fingerprint → unknown:other. Seed: - // frameworks/vercel_ai_sdk/registry-seed.yaml (algebra_violations[0], resolved in - // phase 2). + // (A) Both dialects: the `ai.*` attribute namespace, guarded by the SDK's two + // hardcoded tracer names. Both are bare, unnamespaced, unversioned words that + // any app hand-rolling an AI tracer would plausibly pick, so neither ever stands + // alone — the vendor's own namespace is the other half. The guard is what + // un-claims eve_slack's `ai.eve.turn` spans (scope `eve`, carrying + // `ai.telemetry.functionId`), the corpus-proven false positive, which now falls + // through to the unknown tier's `ai.` fingerprint. ((scope == "ai" || scope == "gen_ai") && s.any_attr_prefix("ai.")) // (B) Scope-independent AI-SDK-invented markers, kept for the custom-tracer - // variant (new OpenTelemetry({tracer}) makes the scope app-chosen; seed - // variants). source: wire. `agent_step` is NOT a semconv gen_ai.operation.name - // value (semconv 1.43.0) and `gen_ai.execute_tool.duration` is AI-SDK-invented - // (a duration stamped as a span attribute). Wire: agent_step on 9+9 fixture / - // 30+23 eve step spans; execute_tool.duration on 2+6 fixture / 32+14 eve spans; - // ZERO hits in the other 52 captures incl. all 3,968 openrouter spans (whose - // gen_ai.operation.name values are all "chat"). + // wiring, where the scope is app-chosen. `agent_step` is not a semconv + // `gen_ai.operation.name` value and `gen_ai.execute_tool.duration` is + // AI-SDK-invented (a duration stamped as a span attribute). Zero hits in + // every other capture. || s.attr("gen_ai.operation.name") == Some("agent_step") || s.has_attr("gen_ai.execute_tool.duration") } -/// The unknown tier (plan §1): fingerprints that classify a span as AI without a -/// vendor match, bucketed into the reserved `unknown:*` vendors. Evaluated only -/// when no vendor matched (the resolution `else`), in this slice's order — v1's -/// internal ordering plus the phase-2 `input.value`/`output.value` rule, whose -/// position is load-bearing (see its comment). +/// The unknown tier: fingerprints that classify a span as AI without a vendor +/// match, bucketed into the reserved `unknown:*` vendors. Evaluated only when no +/// vendor matched, in this slice's order — which is load-bearing for the third +/// rule (see its comment). pub const UNKNOWN_TIER: &[UnknownRuleDef] = &[ UnknownRuleDef { bucket: VendorId::UnknownGenai, @@ -4699,29 +2314,15 @@ pub const UNKNOWN_TIER: &[UnknownRuleDef] = &[ keys: &["openinference.span.kind"], prefixes: &[], }, - // Phase-2 X1 / integration decision D-4 — the headline omission of v1: the plan - // always said `input.value`/`output.value` fire ONLY in co-occurrence with an - // OpenInference attribute, and v1 shipped them nowhere because its algebra had no - // conjunction (compile-registry.ts even carried a CI rule whose only job was to - // enforce the omission). Both keys are unnamespaced English — `input.value` on a - // form-handling span means nothing about AI — so the co-evidence is the whole rule. - // - // The co-evidence is the OpenInference attribute FAMILY, both spellings: the marker - // key `openinference.span.kind` and the `llm.*` namespace that OpenInference's - // semconv defines alongside it (llm.model_name, llm.input_messages.N.*, …). That is - // why this rule sits ABOVE the bare `llm.` rule below and not at the end: a span - // carrying `input.value` + `llm.*` is OpenInference dialect and belongs in - // `unknown:openinference`, not the `unknown:other` catch-all it would otherwise fall - // into. Where the co-evidence is `openinference.span.kind` the rule above already - // reached the same bucket, so this rule only ever *adds* the llm.* re-bucketing — - // which is exactly the coverage v1 documented and did not ship. - // - // Corpus: zero movement (verified 2026-08-13 over all capture dirs). Every span - // carrying either key sits in an OpenInference instrumentor scope that a VENDOR - // claims — agno, crewai, dspy, openai_agents_sdk, smolagents, openinference-openai — - // so the unknown tier never runs on it; the only exceptions are the 2 - // `litellm_semconv_probe` harness spans, which carry neither co-evidence form and - // stay `unknown:genai` on their `gen_ai.operation.name`. + // `input.value`/`output.value` fire ONLY in co-occurrence with an OpenInference + // attribute. Both keys are unnamespaced English — `input.value` on a + // form-handling span means nothing about AI — so the co-evidence is the whole + // rule, in both of the family's spellings: the marker key + // `openinference.span.kind` and the `llm.*` namespace its semconv defines + // alongside it. That is why this rule sits ABOVE the bare `llm.` rule and not + // at the end: a span carrying `input.value` + `llm.*` is OpenInference dialect + // and belongs in `unknown:openinference`, not the `unknown:other` catch-all it + // would otherwise fall into. UnknownRuleDef { bucket: VendorId::UnknownOpeninference, detect: |s| { @@ -4743,11 +2344,9 @@ pub const UNKNOWN_TIER: &[UnknownRuleDef] = &[ keys: &[], prefixes: &["traceloop."], }, - // Reachable since vercel_ai_sdk's `ai.` prefix evidence turned conjunctive on scope - // (phase 2, fix-queue V1/X3): an `ai.*`-prefixed span outside the AI SDK's "ai"/ - // "gen_ai" scopes now lands here — wire: the 9 `ai.eve.turn` trace roots per - // eve_slack capture (scope "eve", ai.telemetry.functionId). Seed: - // frameworks/vercel_ai_sdk/registry-seed.yaml. + // Reachable because vercel_ai_sdk's `ai.` prefix evidence is conjunctive on + // scope: an `ai.*`-prefixed span outside the AI SDK's own `ai`/`gen_ai` scopes + // lands here — on the wire, eve_slack's `ai.eve.turn` trace roots. UnknownRuleDef { bucket: VendorId::UnknownOther, detect: |s| s.any_attr_prefix("ai."), diff --git a/apps/ingest/src/cityhash102.rs b/apps/ingest/src/cityhash102.rs index dc55d9d2f..49a6fc3f0 100644 --- a/apps/ingest/src/cityhash102.rs +++ b/apps/ingest/src/cityhash102.rs @@ -1,20 +1,17 @@ //! CityHash64 as ClickHouse computes it — **CityHash v1.0.2**, not upstream HEAD. //! -//! `AiSessionKeyHash` is `city_hash64(value)` over the resolved session-key value -//! (write-side plan §2 step 5). This in-crate port is kept **deliberately**, for -//! three reasons that survive the retirement of the Rust/SQL classifier -//! equivalence contract: +//! `AiSessionKeyHash` is `city_hash64(value)` over the resolved session-key value. +//! This in-crate port is kept **deliberately**, for three reasons: //! //! * **Read-path ClickHouse-computability.** ClickHouse vendors //! `contrib/cityhash102` — Google's 1.0.2 release, frozen in 2011 — so //! `city_hash64(x)` == `SELECT cityHash64(x)` for every byte string. The -//! plaintext session key stays in `SpanAttributes` on the same row, which means +//! plaintext session key stays in `SpanAttributes` on the same row, so //! `WHERE AiSessionKeyHash = cityHash64({sessionId})` finds a known session's //! spans via the indexed column instead of a map probe, and the column is -//! verifiable/repairable from `SpanAttributes` in SQL. No SQL *classifier* is -//! involved in either. +//! verifiable/repairable from `SpanAttributes` in SQL. //! * **Zero dependencies, zero maintenance.** The algorithm froze in 2011; this -//! transcription is done and pinned by ground-truth vectors read out of a live +//! transcription is pinned by ground-truth vectors read out of a live //! ClickHouse (26.7.2.59). //! * **crates.io is the riskier option.** Published CityHash crates track //! upstream 1.1+, which changed `CityHash64` (different mixing for len ≤ 32, @@ -256,9 +253,7 @@ mod tests { /// length class of the algorithm — 0, 1..3, 4..8, 9..16, 17..32, 33..64, /// and over-64 (an exact 64-byte loop multiple) — so a variant mismatch /// (1.1 vs 1.0.2 changed the ≤32 and over-64 branches) or a transcription - /// regression in any branch trips at least one pin. The original 47-vector - /// capture sweep lives in git history; regenerate against the container if - /// the table ever needs to grow. + /// regression in any branch trips at least one pin. const VECTORS: &[(&str, u64)] = &[ // empty ("", 11160318154034397263u64), From cd6b896a461be637054fa92f24f47fb1c17832fc Mon Sep 17 00:00:00 2001 From: JeremyFunk Date: Thu, 13 Aug 2026 15:29:47 +0200 Subject: [PATCH 4/4] docs(ingest): rewrite the classification fixture README for humans MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Same facts — integrity model, re-vendor steps, format limits, golden provenance — in plain language instead of review-dossier prose. Co-Authored-By: Claude Fable 5 --- apps/ingest/fixtures/classification/README.md | 155 +++++++----------- 1 file changed, 63 insertions(+), 92 deletions(-) diff --git a/apps/ingest/fixtures/classification/README.md b/apps/ingest/fixtures/classification/README.md index 17beefe08..1eb50ecb6 100644 --- a/apps/ingest/fixtures/classification/README.md +++ b/apps/ingest/fixtures/classification/README.md @@ -1,21 +1,19 @@ # Vendored classification fixture -The pruned trace-capture corpus that CI replays through the AI span classifier -(`src/ai_classification_fixture_test.rs`). Generated by trace-capture's -`bun run fixture` and copied here **verbatim** — all three files, unmodified. -Format spec: trace-capture `docs/classification-fixture.md`. +Recorded OTLP spans that CI replays through the AI span classifier — the tests +live in `src/ai_classification_fixture_test.rs`. The files are generated in the +trace-capture repo by `bun run fixture` and copied here unchanged. -| file | purpose | -| ---- | ------- | -| `classification-fixture.jsonl` | one line per surviving corpus span — classifier inputs, negatives collapsed onto weighted representatives | -| `expectations.json` | per-capture aggregate goldens, copied verbatim from the reviewed seeds (see the caveat below) | -| `manifest.json` | counts + sha256s — the integrity/staleness anchor | +| file | what it is | +| ---- | ---------- | +| `classification-fixture.jsonl` | one span per line — the classifier's inputs. Spans no vendor matches are deduplicated: one representative line with a weight instead of many near-identical lines. | +| `expectations.json` | the expected classification results per capture, taken from hand-reviewed goldens | +| `manifest.json` | line counts, sha256 hashes, and a record of exactly which trace-capture revision produced the files | -## Re-vendoring +## Updating the fixture -Whenever trace-capture's `captures/` or any `frameworks/*/registry-seed.yaml` -changes, regenerate and re-vendor in the **same change** that adjusts -`src/ai_vendors.rs`: +Whenever trace-capture's captures or vendor seeds change, regenerate and +re-vendor in the same change that edits `src/ai_vendors.rs`: ```sh cd ../../../trace-capture # or wherever the checkout lives @@ -24,86 +22,59 @@ cp fixture/classification-fixture.jsonl fixture/expectations.json fixture/manife /apps/ingest/fixtures/classification/ ``` -The fixture test recomputes both sha256s against `manifest.json`, so a hand-edit -of the *fixture*, a partial re-vendor, or a line-ending mangle fails CI loudly. -**Nothing hashes `manifest.json` itself**, so editing a golden and pasting the new -sha into the manifest is self-consistent — which is exactly the edit a reviewer -most needs to catch. The defence is `manifest.source`: the trace-capture commit -(with a `dirty` flag), a hash over the sorted seed files and a hash of both -generator files. - -Be precise about what that buys: `commit` re-derives the fixture only at -`dirty: false`, and today it is `false` — trace-capture's v2 work is committed, so -`git checkout && bun run fixture` over there reproduces these bytes. This -is provenance you can *replay*, not merely read. (Two structural defects had to be -fixed before `false` was even reachable: trace-capture's `fixture/` output dir was -untracked and un-ignored, so `git status --porcelain` was never empty; and -`generator_sha256` hashed one of the generator's two files.) - -The test asserts `dirty == false` rather than type-checking the field, so a -re-vendor that reintroduces `true` fails. That is not a value to flip back: `true` -means the fixture came out of an uncommitted trace-capture tree, `commit` names a -revision that cannot produce these bytes, and the anchor is decorative. Commit over -there first, regenerate, re-vendor. - -`manifest.dedup.value_sensitive_keys` is checked mechanically — -`value_read_keys_are_all_in_the_fixture_dedup_signature` re-derives every by-value -key read from `ai_vendors.rs` (the `attr`/`resource` accessors, plus every session -candidate's `key`/`event_key`, whose values decide session state) and fails if the -trace-capture-side list has fallen behind. That one matters more than it looks: a -missing key collapses spans that would classify differently onto one weighted -representative, which makes the FP numbers and the `slug/session_key_state` -histogram rows *wrong*, not merely lenient. - -## What the line schema cannot express - -Two rule shapes are outside this artifact, and the same test names both so neither -can ship unnoticed: - -- **Scope attributes.** The line schema carries `scope_name`/`scope_version`/ - `scope_schema_url` but no `scope_attrs`, so a rule using `SpanCtx::scope_attr` - could not be gated here. There are none today and the test asserts that; the - first one needs a trace-capture line-schema extension and a `format_version` - bump before it lands. -- **Link contents.** `links_count` is arity only — no link attributes, no linked - ids — and the classifier exposes no link accessor at all, so the field is - currently **unread** on this side. It stays in the schema because removing it - would churn the artifact for nothing; a rule reading a link needs the same - schema bump. - -A maple PR touching vendor rules without a fixture bump (or vice versa) is still -the review smell to catch — there is deliberately no cross-repo network check; -maple CI stays hermetic. - -## Expectations are never produced by *this* classifier - -`expectations.json` is transcribed from the seeds' `goldens.per_capture`. Be precise -about what that buys: those numbers are produced by -`verify-seed.ts --emit-goldens`, i.e. by applying each **seed's own** rules to its -captures, and then human-reviewed (`goldens_status`). So a green replay proves -transcription fidelity — maple's Rust rules compute what the reviewed seed rules -compute — not ground truth. That is still the strongest gate available and it is -genuinely independent of this crate. - -The exception is marked: six golden **fields** across four captures carry a -`v2_resolved: {fields, why}` declaration, meaning the shipped rule is outside the -seed algebra, so the seed evaluator cannot reproduce them and the number was -predicted by hand. The replay test asserts that set by `capture.field` so it cannot -grow silently — a field joining it is a golden losing its seed-side check. - -This replay is the only check for four of the six. The other two have weaker gates -and nothing else says so: +The test recomputes the sha256s against `manifest.json`, so a hand-edited +fixture, a partial copy, or mangled line endings fail CI loudly. + +The hashes only cover the two data files — `manifest.json` itself is not +hashed. What keeps the manifest honest is its `source` block: it names the +trace-capture commit that produced the files, and `dirty: false` means checking +out that commit and running `bun run fixture` reproduces these exact bytes. If +a re-vendor ever comes out `dirty: true`, don't ship it (the test rejects it): +commit the trace-capture side first, then regenerate — otherwise the recorded +commit can't reproduce the files and the provenance is worthless. + +One more manifest field is checked mechanically: `dedup.value_sensitive_keys` +lists the attribute keys whose *values* affect classification, so +deduplication never collapses spans that differ on one of them. A test +re-derives the list from `ai_vendors.rs` and fails if it has fallen behind. +That check matters: a missing key would merge spans that classify differently, +making the false-positive numbers and histograms wrong rather than merely loose. + +## Limits of the format + +Two rule shapes can't be expressed in the fixture lines, and a test asserts +nothing depends on them yet: + +- **Scope attributes** — the lines carry the scope name/version/schema-url but + not scope attributes. No rule reads one today; the first that does needs a + line-schema extension and `format_version` bump in trace-capture. +- **Link contents** — only the *number* of links is recorded. The classifier + has no link accessor at all today, so the field is currently unread. + +Maple CI never reaches into trace-capture, deliberately. The flip side: a PR +that touches vendor rules without a fixture update (or the reverse) is a +review smell nothing automated will catch. + +## Where the expected results come from + +`expectations.json` was **not** produced by this classifier. The numbers come +from running each vendor seed's own rules over its captures in trace-capture, +followed by human review. A green replay therefore proves maple's Rust rules +compute the same answers as the reviewed rules — an independent check, though +not ground truth. + +There are marked exceptions: six golden fields across four captures carry a +`v2_resolved` note, meaning the shipped rule can't be expressed in the seed +rule language, so those numbers were predicted by hand instead. The replay +test pins that exact set so it can't grow silently. Two fields have even +weaker coverage: | field | gate | | --- | --- | -| `pydantic_ai_agents.unsessioned_traces` | trace-level; this fixture strips trace ids, so only `ai_classifier_corpus_test.rs` asserts it — and that needs `TRACE_CAPTURE_DIR`, which **no CI workflow sets** (the corpus lives in the other repo). Local-only. | -| `pydantic_ai_agents.key_state_by_candidate` | **none.** Not emitted into `expectations.json` at all. | +| `pydantic_ai_agents.unsessioned_traces` | trace-level, and this fixture strips trace ids — only `ai_classifier_corpus_test.rs` checks it, which needs a local trace-capture checkout (`TRACE_CAPTURE_DIR`). No CI coverage. | +| `pydantic_ai_agents.key_state_by_candidate` | none — not emitted into `expectations.json` at all. | -Both sit on the PROVISIONAL P1 ruling, so revisiting it should start by giving them -a gate. - -If a golden looks wrong, re-review the seed per trace-capture's -`frameworks/REVIEW_IMPLEMENTATION.md`. Do **not** regenerate it from this -classifier's output — for the four marked entries in particular that would turn the -gate into "the classifier agrees with itself", with no file in either repo -recording that it happened. +If a golden looks wrong, re-review the seed in trace-capture (see its +`frameworks/REVIEW_IMPLEMENTATION.md`). Never regenerate goldens from this +classifier's output — the gate would then only check that the classifier +agrees with itself, and nothing in either repo would record that it happened.