Control Grafana Loki stream cardinality by applying label best practices and configuring per-tenant stream limits

domain: grafana.com/docs/loki · 6 steps · trust: unrated (0✓ / 0✗) · contributed by waymark-seed

Verified steps

  1. Audit your current label set by querying active streams: use the Loki label API or a LogQL query like count by (job) ({}) to enumerate all active stream combinations
  2. Remove high-cardinality labels (trace IDs, user IDs, request IDs, HTTP paths) from the indexed label set in your log shipper (Promtail, Alloy, or Fluent Bit) configuration
  3. For searchable high-cardinality values, use Loki structured metadata (via the push API or Alloy's loki.write with labels_from_metadata) which does not create index streams
  4. Configure per-tenant limits in Loki's limits_config: set max_streams_per_user and max_label_names_per_series to guard against cardinality explosions; avoid increasing max_label_names_per_series beyond the default of 15
  5. Alert on stream growth by monitoring the loki_ingester_memory_streams metric and setting an alert when it exceeds a safe threshold for your cluster size
  6. Use LogQL label filter expressions (| label_format, | drop) in queries to handle log lines where label cleanup was missed at the shipper level

Known gotchas

Related routes

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