omx reliability

Check metric reliability, trace impact, and monitor data quality.

Commands

omx reliability check

Run all reliability checks. Shows which metrics are healthy, degraded, or unreliable.

omx reliability check
omx reliability check --json        # machine-readable output
omx reliability check --quiet       # exit code only (CI mode)

Output:

METRIC RELIABILITY STATUS

  7 healthy    4 degraded    0 unreliable    11 total

  Validation: 11 passing  3 failing  0 warning  22 tests

    FAIL total_amount — Non-negative values
         7,901 rows violating (17.6% of 44,876)

Exit codes: 0 = all healthy, 1 = issues found.

omx reliability affected-by

Trace a source table to every metric that depends on it.

omx reliability affected-by --table invoices
omx reliability affected-by --table invoices --json
omx reliability affected-by --table invoices --quiet

Output:

  Table: invoices

  Affected metrics:
    !! total_amount           (base_table)
    !! total_revenue          (base_table)
    !! revenue_by_country     (base_table)
    !! invoices_count         (base_table)
    !! avg_amount             (base_table)

  Safe to use: YES

omx reliability trace

Trace the full dependency chain for one metric.

omx reliability trace --metric total_revenue
omx reliability trace --metric total_revenue --json

omx reliability watch

Poll until a metric becomes reliable. Useful for CI gates or monitoring.

omx reliability watch --metric total_revenue
omx reliability watch --metric total_revenue --interval 60

Environment Variables

Variable	Default	Description
OMX_API_URL	https://api.onlymetrix.com	API endpoint
OMX_API_KEY	—	API key (required)