Add telemetry for databricks aitools install#5862
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Integration test reportCommit: b477ac6
8 interesting tests: 4 SKIP, 3 KNOWN, 1 RECOVERED
Top 7 slowest tests (at least 2 minutes):
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databricks aitools install
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Jul 8, 2026
| @@ -13,7 +14,7 @@ func TestLegacySkillsInstallDelegatesToInstall(t *testing.T) { | |||
| setupTestAgents(t) | |||
| calls := setupInstallMock(t) | |||
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| ctx := cmdio.MockDiscard(t.Context()) | |||
| ctx := telemetry.WithNewLogger(cmdio.MockDiscard(t.Context())) | |||
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We need the logger for the telemetry because otherwise, it will panic. A logger is always present in the production path through the root command.
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Emit a structured
AitoolsInstallEventtelemetry event on every run ofdatabricks aitools install(and its deprecatedexperimental aitools skills installalias, which delegates to the same command). The event records three closed-set, non-PII dimensions: the agents targeted (agents, from the fixed agent registry), the install scope (scope, project or global), and whether experimental skills were requested (experimental).aitools installis otherwise a fully local command (skills are fetched from GitHub), so it never resolves auth on its own.tryConfigureAuthresolves auth config best-effort into the context sotelemetry.Uploadat command exit has somewhere to send. A user with no configured profile still installs offline and simply emits nothing.Why
aitools installhad no usage signal. This lets us measure adoption of Databricks skills across coding agents — how many installs, for which agents, at which scope, and how often the experimental skills are pulled in.Tests
Unit tests.