[air] Record workload submission and source staging telemetry - #6904
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Integration test reportCommit: df62798
Top 6 slowest tests (at least 2 minutes):
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Changes
Record AIR submission telemetry with requested compute, configuration-presence flags, outcome/latency, and job run ID. Include compressed source tarball bytes,
GIT_ARCHIVE/PLAIN_TARpackaging mode, and separate packaging/upload durations. Cache hits report zero phase durations; failed attempts retain measurements already collected. Update the fake workspace to return file sizes for cache-hit coverage.Why
Bring workload visibility in line with Python AIR and help explain slow source staging. The companion ingestion schema is https://github.com/databricks-eng/universe/pull/2720990 and should land first. Events use the existing upload-at-exit pipeline and telemetry opt-out; first-log timing is deferred.
Tests
Added coverage for new uploads, cache reuse, absent versus zero measurements, Git and working-tree packaging, and failed packaging/upload/submission.
./task fmt,./task checks, full./task lint, doctests, and all root/tools module unit tests passed (11,641 tests; 143 skipped).Full
./task testreached acceptance tests but stopped at the new prerequisite requiring jq >= 1.7 (this machine has 1.6).This PR was written with Codex.