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fix(insights): keep parallel insight series in one trace - #88545

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posthog/fix-parallel-insight-trace-context
Sep 25, 2026
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posthog/fix-parallel-insight-trace-context

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@pauldambra

@pauldambra pauldambra commented Aug 25, 2026 •

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Problem

An engineer opening a slow multi-series insight in tracing sees a request trace with a multi-second gap where the query work should be, and no query spans inside it.

  • The trends and funnels runners fan each series out into a worker thread.
  • A worker starts with empty ContextVars, so the OpenTelemetry span context never reaches it.
  • Each worker opens its spans with no parent, so every series starts a separate trace.
  • Measured on our own APM traces: on posthog-web-django, most sampled HogQLQueryExecutor.execute spans are trace roots.

Note

This changes the shape of the trace only. Insights do not get faster. The dominant cost is elsewhere, in building the HogQL Database twice per insight, which #88182 and #88183 address.

Changes

One 2-series trends query through the real code path, same 117 spans either way:

distinct traces roots series spans parented to the request
before 5 5 no
after 1 1 yes
  • A parallel insight now reports as one trace, with each series' query spans under the request span.
  • A new run_in_parallel_threads helper copies the caller's context into every worker.
  • The trends and funnels runners call the helper instead of fanning out themselves.
  • Warehouse sync warnings raised by a parallel series now reach the response, because the worker inherits the accumulator instead of an empty ContextVar. This is the one user-visible edge. No number moves and the warning explains itself, so it needs no in-app notice.
  • A semgrep rule flags a bare threading.Thread under hogql_queries/. It ships at WARNING with one declared backlog entry, so the new-warnings CI pass still blocks a bare thread a PR adds.
  • Mechanical: each runner drops its hand-rolled query tag snapshot and its query scan accumulator handover, which the copied context now carries. Query results do not change, and there are no frontend changes.

Merged with #102774

#102774 landed while this branch was open. It capped the same trends fan-out at 10 concurrent queries, in the same block this branch rewrites.

The cap moves into the helper rather than being dropped. run_in_parallel_threads now submits to a ThreadPoolExecutor sized at min(INSIGHT_QUERY_FANOUT_CONCURRENCY, len(work)), with a fresh contextvars.copy_context().run per item. A pool drops the context the same way a bare thread does, so submitting the work directly would have kept the cap and lost the trace again. One Context cannot be entered twice, so the copy has to be per item rather than hoisted above the loop.

Funnels inherits the same cap. It fans out two tasks, so nothing changes for it.

Note

map_in_caller_context in posthog/hogql_queries/utils/caller_context.py does nearly the same job: a bounded pool with a per-worker copy_context(). It is not folded together with this helper here. It runs serially under TEST, which would remove the executor coverage #102774 added, and two other products already call it. Consolidating the two wants its own PR.

The experiment trends runner is deliberately not converted. Its workers propagate no tags today, so inheriting the caller's context would change behaviour rather than just observability. Every link is in posthog/clickhouse/client/execute.py: is_api_key_access_method(tags.access_method) and tags.kind == "celery" move the query to Workload.OFFLINE, tags.feature == CACHE_WARMUP changes the ClickHouse user, and tags.chargeable and tags.org_id starts metering scanned bytes.

So an org polling experiment results with a personal API key would have those bytes counted against its API quota for the first time, and could then hit APIQueriesQuotaExceeded. That is arguably correct, since ExperimentFunnelsQueryRunner runs its subquery inline and already charges. It is still a billing and routing change, so it wants its own PR. It is the semgrep rule's declared backlog entry.

Trends and funnels are unaffected by that: their old code already restored the caller's tags by hand, so for them this change is tag-neutral.

How did you test this code?

Five unit tests in posthog/hogql_queries/utils/test/test_parallel.py, 7 cases in total.

  • Worker spans share the caller's trace id and parent span id. This catches a worker span becoming its own trace root, which no existing test covered.
  • A ContextVar rebind inside one worker does not reach a sibling or the caller. This catches a refactor onto one shared context, which would let one series' query tags reach another series.
  • A worker that mutates its query tags in place does not reach a sibling or the caller.
  • An exception from a work item reaches the caller.
  • New with this merge: test_every_item_runs_on_no_more_threads_than_the_limit, parameterized over 0, 5 and 12 items. It catches the helper going back to one thread per item, which would silently restore the unbounded fan-out fix(trends): bound the per-series query fan-out #102774 fixed, and it catches losing the empty-work guard, which would crash on ThreadPoolExecutor(max_workers=0) the way the empty cohort breakdown did.

The original trace measurement above ran against a local dev stack under a root span, with an in-memory span exporter collecting the emitted tree. It was taken on the earlier thread-per-series helper. The pool changes how many workers run at once, not whether a worker inherits the span context, so the span structure holds. Not re-measured after the pool change.

The semgrep rule was checked both ways in the original session: it reported only its declared backlog on that tree, and it fired when a bare thread was put back into the funnels runner. This merge changes the rule's message text only, not its patterns.

Warning

Not run: the database-backed trends and funnels suites, including TestTrendsQueryRunnerParallelExecution from #102774, which is the coverage that exercises the pool. This sandbox has no Docker daemon, so there is no Postgres and no ClickHouse. CI is the authority for those suites. This replaces an earlier note here about those suites being flaky in the original author's sandbox.

Checks run locally

posthog/hogql_queries/utils/test/test_parallel.py: 7 passed. Repo-wide uv run mypy --cache-fine-grained ., ruff check, ruff format and hogli product:lint --all are clean. hogli ci:preflight --strict reports 0 failures; its complexity warnings on trends_query_runner.py predate this change.

tach check reports two failures in products/workflows/backend/test/test_workflow_customer_tasks.py. They reproduce with this branch's copy of products/workflows/ replaced by master's, so they come from master.

Not checked: semgrep, which is not installed in this sandbox.

Automatic notifications

  • Publish to changelog?

Docs update

None.

🤖 Agent context

Autonomy: Human-driven (agent-assisted)

Agent: Claude Code, Opus 5

Skills invoked across the two sessions: /exploring-apm-traces, /writing-tests, /writing-code-comments, /writing-pr-descriptions, /code-review, and the skills-store skills what-would-paul-do and paul-pair.

Scope first grew from the trends runner, which is the case the traces measured, to all three parallel runners once the same defect appeared in each. A robot review pass then found that the experiments runner was the one place where inheriting the context changes routing and metering, so it came back out. Copying the whole context beat adding an OpenTelemetry-only mechanism, because one helper then carries every context the query path reads and the per-runner tag plumbing disappears.

The merge with #102774 turned the helper from one thread per item into a bounded pool. The first reading of that merge kept both mechanisms, with the pool in the runner and the context copy in the helper; that would have left two places deciding the fan-out width. Moving the cap into the helper keeps one number and one place to change it.

Two follow-ups this turned up but does not fix. opentelemetry-instrumentation-threading would repair span parenting across every thread and executor in the repo rather than two runners, though it propagates only the OTel context, so it complements a copy_context helper rather than replacing it. And run_widgets in products/dashboards/backend/api/dashboard.py fans widgets across an executor with no context copy, which is the same defect outside this rule's scope.

Public artifact: the diff, the tests, and this description carry no customer data and no material from the agent session. The investigation used our own APM traces.

The trends and funnels runners ran each series in a bare threading.Thread.
A new thread starts with empty ContextVars, so the OpenTelemetry span context
never reached the worker and every series opened its spans with no parent. One
multi-series insight therefore reported a separate trace per series, and the
request trace showed an unexplained gap where the query work should be.

Add run_in_parallel_threads, which copies the caller's context into each worker,
and route the trends, funnels and experiment trends runners through it. Copying
the whole context also carries the ClickHouse query tags and the warehouse
warning accumulator, so each runner's hand-rolled tag snapshot goes away and
warnings raised by a parallel series now reach the response.

A semgrep rule blocks a bare threading.Thread under hogql_queries so the next
parallel runner cannot lose the context again.

Generated-By: PostHog Desktop
Task-Id: e09405fc-f7b2-44c8-a2d0-def74630192e
@pauldambra pauldambra self-assigned this Aug 25, 2026
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😎 Merged successfully - details.

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🤖 CI report

⚠️ Trunk lane — backend Python lane

This PR is assigned to the backend Python lane. It runs backend Python tests and may merge in parallel with PRs in other lanes.

✅ Duplication (Python) — clean

New Python code duplication introduced by this branch. Fails at 70+ tokens in app code, or 150+ tokens when both copies live in test files. Advisory while the gate proves itself: extract a shared helper instead of copying.

✅ Duplication (TypeScript) — clean

New TypeScript code duplication introduced by this branch. Fails at 70+ tokens in app code, or 150+ tokens when both copies live in test files. Advisory while the gate proves itself: extract a shared helper instead of copying.

🚨 Comment density — 9% of added code lines are comments (15 of 174)

This section warns when comments are more than 3% of the code lines a PR adds, and alerts above 6%. Before agent-assisted PRs, the typical share was about 2%. Only full-line comments count. Docstrings, generated files, snapshots, migrations, and workflow files are left out.

Comments that restate the code, record how the change came about, or narrate the next line add noise for the next reader. Keep the comments that explain a reason the code cannot show, and remove the rest. See .agents/skills/writing-code-comments/SKILL.md for the house rules.

Files with the most added comment lines:

File Comment lines Added lines
posthog/hogql_queries/utils/test/test_parallel.py 8 78
posthog/hogql_queries/utils/parallel.py 7 63

This check does not block merging. It updates on every push and clears when the share drops.

✅ Playwright — all passed

All tests passed.

View test results →

✅ ClickHouse migration SQL — none

No ClickHouse migrations in the latest push.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
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Static Badge   Static Badge   Static Badge

View Full Report ↗︎ ⋅ Docs

Drop the experiment trends runner from the change. Its workers propagate no
tags today, so inheriting the caller's context would flip which ClickHouse
cluster and user the count and exposure subqueries use, and would start metering
their scanned bytes against the org's API quota. That may well be the right
behaviour, but it is a billing and routing change and does not belong in a
trace-shape PR. Trends and funnels already restored the caller's tags by hand,
so for them this change stays tag-neutral.

State the helper's guarantee accurately. The context copy is shallow, so
rebinding a ContextVar in a worker is isolated while mutating a shared value
still reaches the caller. Query tags rely on the first property and warehouse
warnings on the second. Join whatever threads started when a later start()
raises, so an abandoned fan-out cannot leave workers writing to result lists the
caller has given up on.

Anchor the semgrep rule's path patterns, which also silences semgrep's
Semgrepignore v2 deprecation warning. Stop the message promising
ThreadPoolExecutor coverage the patterns do not provide, and warn that hoisting
one copy_context() above a submit loop raises RuntimeError on the second task.
Move the rule to WARNING with the experiment trends runner as a declared
backlog, so the new-warnings CI pass still blocks a bare thread a PR adds.

Assert span parentage before reading the parent id, which reports the missing
parent instead of an AttributeError and narrows the type for the union-attr
check, and reset the probe ContextVar so the test cannot leak ordering into its
neighbours.

Generated-By: PostHog Desktop
Task-Id: e09405fc-f7b2-44c8-a2d0-def74630192e
@pauldambra
pauldambra marked this pull request as ready for review August 29, 2026 09:02
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Codex Review Summary

This comment shows the latest Codex review activity on this pull request.

Review Status Commit Review trigger
📝 Code Review ✅ Completed 2026-08-29T09:07:58.514293Z 22d5f2e Draft marked ready
ℹ️ About Codex in GitHub

Your team has set up Codex to review pull requests in this repo. Reviews are triggered when you

  • Open a pull request for review
  • Mark a draft as ready
  • Comment "@codex review" or "@codex security review".

Codex reacts with 👀 while any review is running, comments if it has suggestions, and reacts with 👍 once all reviews finish with no findings.

@pr-assigner-resolver-posthog
pr-assigner-resolver-posthog Bot requested a review from a team August 29, 2026 09:03

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QA Swarm review complete. See inline comments.

Comment thread posthog/hogql_queries/utils/parallel.py Resolved
Comment thread posthog/hogql_queries/utils/parallel.py Resolved
Comment thread posthog/hogql_queries/utils/parallel.py Resolved
@pauldambra

pauldambra commented Aug 29, 2026 •

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Note

🤖 Automated comment by QA Swarm — not written by a human

Multi-perspective review: router (cheap-first pass) + delegated reviewers (qa-team, paul-reviewer, xp-reviewer, security-audit as warranted)

Verdict: 💬 APPROVE WITH NITS (round 4 @ 6c89105)

Round 4 re-reviewed the current HEAD (only merge commits since round 3's 86bc3e6 — no functional changes). A deeper pass on the run_in_parallel_threads helper's context-copy semantics surfaced one convergent, non-blocking finding the earlier rounds didn't dig into: the per-worker model_copy() is shallow, so QueryTags' nested fields (temporal, dagster) aren't isolated the way the docstring implies. Verified across two independent reviews (one with a throwaway probe test) that no current code path actually mutates those nested fields in place, so this is a docstring-accuracy issue today, not a live bug — flagged so a future caller doesn't get a false sense of safety from the comment.

Key findings

  • 🟡 MEDIUM (convergent, 2+ reviewers) — parallel.py:63: shallow model_copy() doesn't isolate nested QueryTags.temporal/.dagster; docstring overclaims full mutation isolation. Not exploited today; fix the docstring or use deep=True.
  • 🟢 LOW — parallel.py:65: except Exception doesn't catch BaseException; a worker raising e.g. SystemExit is silently dropped with no log, no re-raise.
  • ⚪ NIT (convergent, pre-existing) — trends_query_runner.py:467: secondary exception tracebacks are dropped on multi-series failure, unlike the sibling funnels runner's logging.

Convergence

The MEDIUM and NIT findings above were reached independently by two separate review passes this round (one delegated general reviewer plus one additional independent pass), both confirming the shallow-copy behavior is safe in practice today via the same reasoning (no in-place nested mutation exists in this codebase) and both flagging the docstring gap.

Reviewer summaries

Reviewer Assessment
🧭 router Danger: HIGH (concurrency/shared-mutable-state touching change) / confidence MEDIUM — delegated the ContextVar/OTel-propagation and shallow-copy questions rather than guess.
🔍 general (delegated) Verified contextvars.copy_context() does correctly capture OTel's span context (SDK uses ContextVarsRuntimeContext by default), confirmed the shallow-copy gap is dormant not live, flagged the pre-existing trends secondary-error drop. Verdict: no blocking issues.
🧑‍💻 independent verification pass Ran the new test suite locally (7/7 pass) plus two throwaway probes; independently reached the same two conclusions (OTel propagation correct, shallow-copy gap dormant) and additionally flagged the BaseException drop and a couple of non-blocking follow-up suggestions (unify with map_in_caller_context, name funnels' worker threads). Verdict: Approve with small follow-ups.
Previous rounds (3)

round 1 @ 22d5f2e — 💬 APPROVE WITH NITS: correct fix, 2 MEDIUM hardening asks on the new helper (path-dependent tag isolation, swallowed work-item exceptions) + 1 LOW + 1 NIT; all addressed in f760d75.
round 2 @ f760d75 — ✅ APPROVE: hardening commit verified; 1 theoretical LOW (rebind outside try) + 2 NITs; addressed in 86bc3e6.
round 3 @ 86bc3e6 — ✅ APPROVE: no findings, review loop converged.


Automated by QA Swarm — not a human review

The isolation guarantee for query tags and the exception handling in
run_in_parallel_threads were both properties of how the current call
sites happen to use it, not of the helper itself, and a new semgrep
rule now steers every future parallel query runner through it.

- Rebind query_tags to a private copy per worker up front, so a worker
  that mutates its tags in place (skipping tag_queries) can no longer
  reach a sibling's or the caller's object.
- Collect exceptions raised by a work item and re-raise the first one
  after every thread has joined, instead of letting it disappear into
  threading's default exception hook while the caller reads a partial
  result.
- Name worker threads for py-spy/Sentry/query_log correlation.

Addresses qa-swarm findings from review 5057493241.

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QA Swarm round 2 review complete (hardening commit f760d75). See inline comments.

Comment thread posthog/hogql_queries/utils/parallel.py Resolved
Comment thread posthog/hogql_queries/utils/parallel.py Resolved
Move the per-worker query_tags rebind inside the try block so the
"no exception escapes this helper" guarantee is unconditional rather
than incidental. Also log every secondary error before re-raising the
first, matching funnels_query_runner's _run_in_parallel, and clarify
the docstring: the surfaced error is whichever item raises first, not
necessarily the first item in the work sequence.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
@pauldambra pauldambra added the stamphog Request AI approval (no full review) label Aug 29, 2026
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Outside the risky-territory categories (no schema/API/billing/auth/dependency/ingestion changes) and my own read of the new helper and its call sites checks out: context isolation, exception surfacing, and trace parenting are each covered by a targeted unit test, and Codex completed an independent review with no findings (👍 reaction).

  • Author wrote 0% of the modified lines and has 8 merged PRs in these paths (familiarity MODERATE).
  • 👍 on the PR from chatgpt-codex-connector[bot].
  • Author is not on the owning team (@PostHog/team-product-analytics) and familiarity is only MODERATE, but the change is outside risky territory so this doesn't block approval on its own.
  • The three 'QA Swarm' review comments were posted by the PR author themselves, so they read as thorough self-review rather than independent assurance — the Codex bot review is the actual independent signal here.
Gate mechanics and policy version
Gate Result
prerequisites ✓ all clear
deny-list ✓ no deny categories matched
size ✓ 181L, 4F substantive, 273L/5F incl. docs/generated/snapshots — within ceiling
tier ✓ T1-agent / T1c-medium (273L, 5F, two-areas, fix)
stamphog 2.0.0b4 .stamphog/policy.yml @ 86bc3e6 · reviewed head 86bc3e6

…ori/88545

# Conflicts:
#	products/product_analytics/backend/hogql_queries/funnels/funnels_query_runner.py
@stamphog
stamphog Bot dismissed their stale review September 1, 2026 09:38

A new stamphog review started for this PR — the fresh verdict replaces this approval.

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stamphog Bot previously approved these changes Sep 1, 2026

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Approved.

This is a careful, well-tested threading/observability refactor of the trends and funnels parallel-series execution path; it deliberately excludes the one runner (experiments) where the change would have billing/routing implications, and the diff confirms tag propagation for trends/funnels remains behavior-equivalent to the old code. No schema, API, auth, billing, or CI-deploy risk territory is actually entered, so no independent assurance is required, and the dedicated unit tests directly cover the failure modes (lost trace parent, tag leakage between threads, swallowed exceptions).

  • Author wrote 0% of the modified lines and has 7 merged PRs in these paths (familiarity MODERATE).
  • 👍 on the PR from chatgpt-codex-connector[bot].
Gate mechanics and policy version
Gate Result
prerequisites ✓ all clear
deny-list ✓ no deny categories matched
size ✓ 181L, 4F substantive, 273L/5F incl. docs/generated/snapshots — within ceiling
tier ✓ T1-agent / T1d-complex (273L, 5F, cross-cutting, fix)
stamphog 2.0.0b4 .stamphog/policy.yml @ 3274beb · reviewed head 3274beb

# Conflicts:
#	products/product_analytics/backend/hogql_queries/funnels/funnels_query_runner.py
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stamphog Bot dismissed their stale review September 1, 2026 19:28

A new stamphog review started for this PR — the fresh verdict replaces this approval.

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Approved.

Contained, well-tested refactor that makes parallel query-runner worker threads inherit the caller's context (tracing, query tags) instead of starting empty; diff matches the description, no data-model/API/billing/auth/dependency/CI-execution risk, and the new semgrep rule is additive (WARNING-only, non-blocking). New tests directly exercise the tricky context-propagation and exception-handling paths.

  • Author wrote 0% of the modified lines and has 7 merged PRs in these paths (familiarity MODERATE).
  • 👍 on the PR from chatgpt-codex-connector[bot].
Gate mechanics and policy version
Gate Result
prerequisites ✓ all clear
deny-list ✓ no deny categories matched
size ✓ 181L, 4F substantive, 273L/5F incl. docs/generated/snapshots — within ceiling
tier ✓ T1-agent / T1d-complex (273L, 5F, cross-cutting, fix)
stamphog 2.0.0b4 .stamphog/policy.yml @ b3dcfd8 · reviewed head b3dcfd8

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This PR hasn't seen activity in a week! Should it be merged, closed, or further worked on? If you want to keep it open, please remove the stale label – otherwise this will be closed in another week. If you want to permanently keep it open, use the waiting label.

# Conflicts:
#	products/product_analytics/backend/hogql_queries/trends/trends_query_runner.py
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stamphog Bot dismissed their stale review September 9, 2026 14:12

A new stamphog review started for this PR — the fresh verdict replaces this approval.

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Approved.

This is a well-tested internal threading/observability fix (not billing, auth, data-model, or CI-gating territory) that correctly preserves the codebase's documented shallow-copy tag-isolation invariant, adds dedicated unit tests proving trace/tag isolation, and has an independent Codex review completing with no findings.

  • 👍 on the PR from chatgpt-codex-connector[bot].
Gate mechanics and policy version
Gate Result
prerequisites ✓ all clear
deny-list ✓ no deny categories matched
size ✓ 181L, 4F substantive, 273L/5F incl. docs/generated/snapshots — within ceiling
tier ✓ T1-agent / T1d-complex (273L, 5F, cross-cutting, fix)
stamphog 2.0.0b4 .stamphog/policy.yml @ b143d0c · reviewed head b143d0c

…ori/88545

# Conflicts:
#	products/product_analytics/backend/hogql_queries/trends/trends_query_runner.py
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stamphog Bot dismissed their stale review September 11, 2026 20:53

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Not approved — escalated to a human reviewer.

Re-add the stamphog label to request another review once you have addressed this.

This is a well-tested but substantive concurrency refactor of the hot-path thread execution used by every parallel trends/funnels insight, where a subtle bug (context/tag leakage between worker threads, deadlocks, swallowed exceptions) could affect production-wide query correctness or cross-team tag attribution; the author is not on the owning team and every review/approval on this PR (the two "QA Swarm" reviews and the round-3 approval comment) was self-authored by the PR author rather than independent, and the one genuine independent signal (Codex's review) only covers an early commit, predating the later hardening changes.

  • 👍 on the PR from chatgpt-codex-connector[bot].
  • No independent (non-author) review or approval exists on the current head — Codex's review only covers an earlier commit (22d5f2e), before the hardening commits that changed the exception/rebind logic.
  • Author (pauldambra) is not on the owning team @PostHog/team-product-analytics, and no STRONG/MODERATE familiarity signal is reported.
  • Change alters concurrency/context-propagation behavior in the hot path shared by all parallel trends and funnels insights; a subtle bug here has broad production blast radius.
Gate mechanics and policy version
Gate Result
prerequisites ✓ all clear
deny-list ✓ no deny categories matched
size ✓ 181L, 4F substantive, 273L/5F incl. docs/generated/snapshots — within ceiling
tier ✓ T1-agent / T1d-complex (273L, 5F, cross-cutting, fix)
stamphog 2.0.0b4 .stamphog/policy.yml @ 013e3b9 · reviewed head 013e3b9

@stamphog stamphog Bot removed the stamphog Request AI approval (no full review) label Sep 11, 2026
Resolves the overlap with #102774, which bounded the trends per-series
fan-out in the same block this branch rewrites.

The bound moves into `run_in_parallel_threads`: the helper now runs the
work in a `ThreadPoolExecutor` capped at `INSIGHT_QUERY_FANOUT_CONCURRENCY`
and submits a fresh `copy_context().run` per item, so the fan-out stays
capped and the workers still inherit the caller's context.

Because the copied context carries them, the runners no longer hand the
query tags and the query scan accumulator to each worker by argument.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01GgCPrj46Sn6xD7t33Xbcbu
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Added some changes to this PR after I worked on a related thing in #102774.

#88545 (pauldambra) — observability correctness. A bare threading.Thread starts with empty ContextVars, so the OTel span context never reaches the worker and every series opens its own trace root. It adds run_in_parallel_threads, which wraps each worker in contextvars.copy_context().run, and converts trends and funnels. Plus a semgrep rule against bare threads under hogql_queries/.

#102774 (yours) — resource exhaustion. series × cohort breakdown × compare is client-controlled and unbounded, one thread and one Postgres connection each. It adds a 200-query cap, a 10-wide ThreadPoolExecutor, and maxItems: 200 on the schema, across trends and stickiness.

This might be worth addressing, but leaving up to you:

Master already has map_in_caller_context in posthog/hogql_queries/utils/caller_context.py — a bounded pool with per-worker copy_context(), doing substantially the same job, already used by mcp_analytics and marketing_analytics. I did not fold the two together, for two reasons: it runs serially under TEST, which would quietly gut the TestTrendsQueryRunnerParallelExecution coverage you added in response to Greptile's P2, and consolidating means changing a helper two other products depend on — a redesign of someone else's PR rather than an update to it. I flagged it in the PR body as wanting its own change.

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Walkthrough

Added run_in_parallel_threads for bounded worker execution with copied context and isolated query tags. Migrated Funnels and Trends query runners from direct thread management to the shared helper. Added tests for tracing, context isolation, worker limits, mutations, and exceptions. Added a Semgrep rule that warns about bare thread usage in query-runner paths.

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🟡 Other comments (1)
.semgrep/rules/devex/query-runners-propagate-thread-context.yaml-1-52 (1)

1-52: 📐 Maintainability & Code Quality | 🟡 Minor | ⚡ Quick win

Add Semgrep regression coverage for this rule. The rule ID appears only in its YAML definition and message. No fixture or annotation tests an in-scope threading.Thread or Thread call, or the documented # nosemgrep exception. The semgrep --test .semgrep/ job therefore has no assertion for this rule, so a pattern or path-scope change that stops all matches can pass. Add positive coverage for both call forms and the suppression case.

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In @.semgrep/rules/devex/query-runners-propagate-thread-context.yaml around
lines 1 - 52, Add Semgrep regression fixtures for rule
query-runners-propagate-thread-context covering both in-scope
threading.Thread(...) and Thread(...) call forms, plus an in-scope call
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In @.semgrep/rules/devex/query-runners-propagate-thread-context.yaml:
- Around line 1-52: Add Semgrep regression fixtures for rule
query-runners-propagate-thread-context covering both in-scope
threading.Thread(...) and Thread(...) call forms, plus an in-scope call
suppressed with the documented nosemgrep annotation. Ensure the fixtures assert
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  • .semgrep/rules/devex/query-runners-propagate-thread-context.yaml
  • posthog/hogql_queries/utils/parallel.py
  • posthog/hogql_queries/utils/test/test_parallel.py
  • products/product_analytics/backend/hogql_queries/funnels/funnels_query_runner.py
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QA Swarm review complete. See inline comments.

try:
# Rebind before running the item, not after: a worker's very first line of code could
# mutate the shared QueryTags object in place, so the copy has to exist before that.
query_tags.set(get_query_tags().model_copy())

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Note

🤖 Automated comment by QA Swarm — not written by a human

[convergent: general (sonnet) + code-reviewer] 🟡 MEDIUM

The old code used model_copy(deep=True) for the parent's QueryTags snapshot; this uses a plain shallow model_copy() per worker. QueryTags has nested BaseModel fields (temporal, dagster) and mutable containers (dagster.tags, entity_math, query, query_settings) that a shallow copy shares by reference across workers and the caller.

Two independent reviews checked this and agree it's not a live bug today — every real write path (with_temporal, with_dagster, QueryTags.update) reassigns the whole field via setattr rather than mutating a nested object in place, and temporal/dagster are only ever populated from Temporal/Dagster contexts that don't reach this helper. One review confirmed with a throwaway probe that if a worker did do get_query_tags().temporal.attempt = 99, the caller would see it leak.

So this is a docstring-accuracy issue more than a bug: the docstring says a worker that "mutates its tags in place... only ever touches its own copy" — true for top-level fields, not true for nested ones. Either restore deep=True (cheap relative to a ClickHouse query) or narrow the docstring's claim to top-level fields only, so a future worker that does reach into .temporal/.dagster doesn't get a false sense of safety from this comment.

Comment thread posthog/hogql_queries/utils/parallel.py Resolved
@pauldambra pauldambra added the stamphog Request AI approval (no full review) label Sep 24, 2026

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Approved.

Touches core parallel query execution for trends/funnels (production-critical, blast-radius territory), but carries independent assurance: a clean current-head human APPROVE from a reviewer who is also the top suggested familiar reviewer, plus a completed Codex bot review with a 👍 and no blocking findings. The single unresolved inline concern (shallow vs deep tag copy) was investigated and confirmed not a live bug today, just a docstring-accuracy nit.

  • thmsobrmlr reviewed the current head.
  • Unresolved inline nit: run_in_parallel_threads uses a shallow model_copy() for QueryTags, so nested fields (temporal, dagster) aren't isolated across workers — not exploited by any current code path, but the docstring overclaims full mutation isolation.
  • New semgrep rule has no regression fixture asserting it actually matches/suppresses as documented (flagged by CodeRabbit, non-blocking).
Gate mechanics and policy version
Gate Result
prerequisites ✓ all clear
deny-list ✓ no deny categories matched
size ✓ 244L, 4F substantive, 351L/5F incl. docs/generated/snapshots — within ceiling
tier ✓ T1-agent / T1d-complex (351L, 5F, cross-cutting, fix)
stamphog 2.1.0 .stamphog/policy.yml @ 6c89105 · reviewed head 6c89105

@trunk-io
trunk-io Bot merged commit 88b5f78 into master Sep 25, 2026
280 checks passed
@trunk-io
trunk-io Bot deleted the posthog/fix-parallel-insight-trace-context branch September 25, 2026 00:19
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Deploy status

Environment Status Deployed At Workflow
dev ✅ Deployed 2026-09-25 00:51 UTC Run
prod-us ✅ Deployed 2026-09-25 01:02 UTC Run
prod-eu ✅ Deployed 2026-09-25 01:03 UTC Run

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