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fix(source-tiktok-marketing): Add missing video metrics to audience report streams (AI-Triage PR)#74085

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fix(source-tiktok-marketing): Add missing video metrics to audience report streams (AI-Triage PR)#74085
devin-ai-integration[bot] wants to merge 8 commits intomasterfrom
devin/1772202071-tiktok-audience-video-metrics

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@devin-ai-integration devin-ai-integration bot commented Feb 27, 2026

What

Resolves https://github.com/airbytehq/oncall/issues/11463:

The audience_base_report_retriever and audience_base_report_lifetime (used by all *_audience_reports_* streams) only requested 6 basic metrics (spend, cpc, cpm, impressions, clicks, ctr) from the TikTok API. Meanwhile, the base_report_retriever (used by non-audience report streams like ads_reports_daily) already requested video engagement metrics and social interaction metrics. This meant audience report streams were missing fields like video_play_actions, video_views_p25/p50/p75/p100, likes, shares, etc.

How

  1. manifest.yaml line ~903 (audience_base_report_retriever) — Expanded the metrics parameter to include the same default metrics that base_report_retriever already requests: reach, cost_per_1000_reached, frequency, video metrics (video_play_actions, video_watched_2s, video_watched_6s, average_video_play, average_video_play_per_user, video_views_p25/p50/p75/p100), social metrics (profile_visits, likes, comments, shares, follows, clicks_on_music_disc), and app install metrics (real_time_app_install, real_time_app_install_cost, app_install).

  2. manifest.yaml line ~1975 (audience_base_report_lifetime) — Applied the same metrics expansion to the lifetime variant of the audience retriever. This is a separate definition from the daily retriever and was also missing the same metrics.

  3. manifest.yaml audience_report schema — Added corresponding schema property definitions for all newly-requested metrics under metrics.properties, matching the types used in the base_report schema.

  4. Version bump — Bumped connector version from 5.0.15.0.2 in metadata.yaml and added a changelog entry.

  5. Test update — Updated the metrics list in test_advertisers_audience_reports.py to match the expanded metrics, so the HTTP mock matches the actual request the connector now makes.

Review guide

  1. manifest.yaml line ~903 — the metrics list change in audience_base_report_retriever (daily streams)
  2. manifest.yaml line ~1975 — the metrics list change in audience_base_report_lifetime (lifetime streams)
  3. manifest.yaml lines ~5213-5307 — the new schema properties in the audience_report schema
  4. unit_tests/integration/test_advertisers_audience_reports.py — updated test mock metrics to match expanded list
  5. metadata.yaml — version bump to 5.0.2
  6. docs/integrations/sources/tiktok-marketing.md — changelog entry

⚠️ Key risk to verify

The audience_base_report_retriever uses report_type: "AUDIENCE" whereas the base_report_retriever uses report_type: "BASIC". A reviewer should confirm that the TikTok Reporting API (/report/integrated/get/) supports these additional metrics when report_type is "AUDIENCE". If the API rejects unsupported metrics, this change could cause errors on all audience report streams. I was unable to confirm this from the public API docs alone.

👀 Human review checklist

  • Confirm TikTok API supports all added metrics for report_type: "AUDIENCE" (not just "BASIC")
  • Verify schema types for new fields match actual API response types (assumed to match base_report schema)
  • Confirm no audience-specific streams override report_metrics in a way that conflicts with the new defaults
  • Verify both retrievers (audience_base_report_retriever at ~903 and audience_base_report_lifetime at ~1975) have identical metrics lists

User Impact

All audience report streams (ads_audience_reports_by_province_daily, ads_audience_reports_by_country_daily, ads_audience_reports_by_platform_daily, ads_audience_reports_daily, advertisers_audience_reports_lifetime, and their campaign/adgroup/advertiser equivalents) will now include video engagement and social interaction metrics that were previously missing. This is an additive schema change — existing fields are unchanged.

Can this PR be safely reverted and rolled back?

  • YES 💚

Link to Devin run: https://app.devin.ai/sessions/fd0925114d814d119b1d3ae414ae1b03
Requested by: bot_apk (apk@cognition.ai)

devin-ai-integration bot and others added 2 commits February 27, 2026 14:22
…eport streams

The audience_base_report_retriever only requested basic metrics (spend, cpc,
cpm, impressions, clicks, ctr) while the base_report_retriever included video
engagement metrics. This adds the same video metrics to audience report streams:
video_play_actions, video_watched_2s, video_watched_6s, average_video_play,
average_video_play_per_user, video_views_p25/p50/p75/p100, profile_visits,
likes, comments, shares, follows, clicks_on_music_disc, real_time_app_install,
real_time_app_install_cost, app_install, reach, cost_per_1000_reached, frequency.

Also adds corresponding schema properties to the audience_report schema.

Co-Authored-By: bot_apk <apk@cognition.ai>
Co-Authored-By: bot_apk <apk@cognition.ai>
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Co-Authored-By: bot_apk <apk@cognition.ai>
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Deploy preview for airbyte-docs ready!

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github-actions bot commented Feb 27, 2026

source-tiktok-marketing Connector Test Results

51 tests   44 ✅  1m 4s ⏱️
 2 suites   7 💤
 2 files     0 ❌

Results for commit d81b8e9.

♻️ This comment has been updated with latest results.

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✅ Devin Review: No Issues Found

Devin Review analyzed this PR and found no potential bugs to report.

View in Devin Review to see 2 additional findings.

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devin-ai-integration bot and others added 4 commits February 27, 2026 21:12
Co-Authored-By: bot_apk <apk@cognition.ai>
…ever

Co-Authored-By: bot_apk <apk@cognition.ai>
Remove real_time_app_install, real_time_app_install_cost, and app_install
from audience_base_report_retriever and audience_base_report_lifetime.
Per TikTok API docs, these metrics are not supported for report_type
"AUDIENCE" and would cause API errors breaking all audience report streams.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Remove the 3 unsupported AUDIENCE metrics (real_time_app_install,
real_time_app_install_cost, app_install) from the test metrics list
and add the new video/engagement metrics to the response fixture.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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sophiecuiy commented Feb 27, 2026

/ai-prove-fix

AI Prove Fix Started

Running readiness checks and testing against customer connections.
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devin-ai-integration bot commented Feb 27, 2026

Fix Validation Evidence

Outcome: Fix/Feature Proven Successfully

Evidence Summary

Tested on 1 live connection with 13 audience report streams enabled. After pinning the source to pre-release version 5.0.2-preview.d81b8e9, a full sync completed successfully: 7,450 records synced across 26 streams with 0 failures. All audience report streams (campaigns, ad groups, ads, advertisers — daily, by country, by platform, by province) emitted records with 10-12 populated fields each, confirming the TikTok API accepts the expanded metrics list for report_type: "AUDIENCE".

Next Steps
  1. This PR appears ready for review and merge.
  2. One connection source remains pinned to the pre-release — it will automatically use the released version once v5.0.2 is published.
  3. For broader validation before release, consider running /ai-canary-prerelease to test on additional connections.
  4. The weekly /ai-release-manager will automatically monitor the release rollout after merge.

Connector & PR Details

Connector: source-tiktok-marketing
PR: #74085
Pre-release Version Tested: 5.0.2-preview.d81b8e9
Detailed Results: https://github.com/airbytehq/oncall/issues/11463#issuecomment-3975743231

Evidence Plan

Proving Criteria

A sync on a connection with audience report streams enabled completes successfully AND the audience report records contain the new metrics fields (e.g., video_play_actions, video_views_p25, likes, shares, etc.) that were previously missing.

Disproving Criteria

  • The TikTok API rejects the new metrics for report_type: "AUDIENCE", causing audience report streams to fail
  • Syncs fail with errors related to the expanded metrics list
  • The new metrics fields are present but always null/empty

Cases Attempted

  1. Internal connections (BLOCKED): Two internal _airbyte-internal-dbt connections had all audience streams but were disabled (HTTP 409 state-conflict).
  2. Live connection (SUCCESS): Connection with 13 audience report streams — sync succeeded with all streams emitting records and expanded field counts confirming new metrics are returned.
Pre-flight Checks
  • Viability: Fix adds 22 missing video/engagement metrics to audience report retrievers that were already present in the base report retriever. Sophie refined by removing 3 unsupported metrics for AUDIENCE report type.
  • Safety: No malicious code or dangerous patterns detected
  • Breaking Change: No breaking changes — additive schema only (new optional fields added, no removals/renames/type changes)
  • Reversibility: Fully reversible — patch bump 5.0.1 → 5.0.2, rollback simply stops returning new metrics with no state corruption
Detailed Evidence Log

Pre-release publish: Workflow https://github.com/airbytehq/airbyte/actions/runs/22507580354 — succeeded
Regression tests: Workflow https://github.com/airbytehq/airbyte-ops-mcp/actions/runs/22507637806 — triggered (in progress at time of report)

Live connection test (timestamp: 2026-02-27T23:36:58Z):

  • Pinned source to 5.0.2-preview.d81b8e9
  • Triggered sync → Job ID 72683257
  • Result: SUCCEEDED — 7,450 records, 2.86 MB, 26 streams, 0 failures
  • All 13 audience report streams emitted 2 records each with 10-12 sourceFieldsPopulated

Note: Connection IDs and detailed logs are recorded in the linked private issue.


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github-actions bot commented Feb 27, 2026

Pre-release Connector Publish Started

Publishing pre-release build for connector source-tiktok-marketing.
PR: #74085

Pre-release versions will be tagged as {version}-preview.d81b8e9
and are available for version pinning via the scoped_configuration API.

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Pre-release Publish: SUCCESS

Docker image (pre-release):
airbyte/source-tiktok-marketing:5.0.2-preview.d81b8e9

Docker Hub: https://hub.docker.com/layers/airbyte/source-tiktok-marketing/5.0.2-preview.d81b8e9

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