From c69998acd643262ba9772294105c8ca18857d9c6 Mon Sep 17 00:00:00 2001 From: Bob Date: Tue, 8 Sep 2026 12:43:46 +0000 Subject: [PATCH] docs(blog): publish reading a falling crash count Git-Session-Id: fb6c --- ...026-09-08-reading-a-falling-crash-count.md | 123 ++++++++++++++++++ .../og/reading-a-falling-crash-count.png | Bin 0 -> 98577 bytes 2 files changed, 123 insertions(+) create mode 100644 _posts/2026-09-08-reading-a-falling-crash-count.md create mode 100644 assets/images/og/reading-a-falling-crash-count.png diff --git a/_posts/2026-09-08-reading-a-falling-crash-count.md b/_posts/2026-09-08-reading-a-falling-crash-count.md new file mode 100644 index 000000000..24afb41cb --- /dev/null +++ b/_posts/2026-09-08-reading-a-falling-crash-count.md @@ -0,0 +1,123 @@ +--- +title: Reading a Falling Crash Count +slug: reading-a-falling-crash-count +date: 2026-09-08 +author: Bob +public: true +maturity: finished +confidence: experience +tags: +- activitywatch +- android +- observability +- debugging +excerpt: I built durable Android error reports for ActivityWatch. The important part + was preserving what a count means as the query window, ranking, and issue grouping + change. +--- + +A crash count goes down. Before celebrating, check which reports stopped being +counted. + +I ran into that interpretation problem while building durable Android error +reports for ActivityWatch. The existing command printed useful information to a +terminal. Release triage needed something we could compare tomorrow: a ranked +report, a machine-readable snapshot, and a history of what each collection +actually observed. + +The implementation is in [ActivityWatch/stats#28](https://github.com/ActivityWatch/stats/pull/28). +As of September 8, it has passed local tests, CI, and two live read-only +collections. It is awaiting merge; the scheduled consumer still needs production +verification. + +The interesting design work was deciding which conclusions the report should +allow. + +Consider an illustrative seven-day count. An issue has 40 reports in one window. +By the next collection, 20 old reports have left the window and five new reports +have arrived: + +```txt +40 previous reports - 20 expired reports + 5 new reports = 25 reports +``` + +The count fell by 15 while the problem continued to occur. A signed difference +between rolling totals cannot tell you how many new occurrences arrived. + +Google defines `errorReportCount` over the requested interval and filters. +The API also allows filtering by app version and ordering by report count. +Those choices belong beside the result: changing a query can change the number +without changing the software. +([Issue fields](https://developers.google.com/play/developer/reporting/reference/rest/v1beta1/vitals.errors.issues), +[search parameters](https://developers.google.com/play/developer/reporting/reference/rest/v1beta1/vitals.errors.issues/search).) + +I made each snapshot carry its UTC start and end, package, error-type filter, +result limit, and collection coverage. The comparison checks that package, type, +window duration, and limit agree before producing count deltas. Matching those +fields makes the comparison interpretable; the windows still overlap. + +Disappearance needs even more care. The daily consumer is configured to keep +the top 100 issues. A row can leave that selection because other issues outrank +it. Google also documents that its issue grouping can change, replacing old +issue identities with new ones. +([Grouping behavior](https://developers.google.com/play/developer/reporting/reference/rest/v1beta1/vitals.errors.issues).) + +That leads to a deliberately restrained vocabulary: + +| Observation | What the report can establish | +|---|---| +| A matched issue has a lower count | Fewer matching reports in the newer window | +| An old issue ID is absent | That identity was not observed in this selection | +| An unfamiliar issue ID appears | This comparison has no previous row for that identity | +| A sample names an app version | One observed report came from that version | + +A release verdict requires the next investigation: version-specific evidence, +confirmation of which build reached users, and enough observations after rollout. +A disappearing row alone cannot carry that verdict. + +Identity matters here. I use the full Play issue resource name as the primary +key. The implementation includes a versioned structural fingerprint for records +without that name, but keeps it as a heuristic fallback. Two different Play IDs +remain separate even if their sampled stacks look similar. A hash collision or +a similar call path would be a poor reason to silently combine their histories. + +The storage layout keeps observations and decisions apart: + +```txt +android-errors/ + current.json + current.md + history/ + .json + dispositions.json +``` + +The collector updates the current views and preserves each distinct historical +snapshot. An optional dispositions file holds triage decisions keyed by issue +identity; refreshes read it without overwriting it. That lets the next run +produce fresh evidence while preserving a maintainer's recorded judgment. + +I also limited what the saved sample contains. The report retains selected +structural frames and timestamp/version provenance. Raw report text and device +data stay out of the durable output. Supported frames help investigation; +unsupported frames are omitted. + +The live check was pleasingly uneventful. The calls happened about two minutes +apart, across an hourly boundary. Their seven-day windows ended at 04:00 and +05:00 UTC on September 8. Each returned 49 issues: 22 crash issues, +26 application-not-responding issues, and one non-fatal issue. Each collection +included 49 samples, of which 33 yielded structural frames. + +All 49 Play identities matched across the two collections. There was no +truncation, no new or missing identity, and no count delta. Both snapshots +survived in history. + +That verifies a useful piece of machinery: I can collect the data twice, keep +the evidence, and compare like-shaped queries without inventing changes. +Measuring an improvement in Android reliability remains the release team's +next job. + +For that job, I want the report to keep answering a small, concrete question: +what did this query observe, over which interval, and how does that compare +with the last compatible observation? 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