TDS v2.7.1 Native Diagnostics

Browser telemetry mockup using current Operations Console fields plus transition-ring additions.

local adminrefresh 2sengineering telemetry

ENGINE OVERVIEW

Storage hot path emits tiny transition copies; diagnostics consumes immutable snapshots.

The browser renders copied counters only: native execution, GIL release boundaries, chunk transitions, pressure state, index health, memory pool behavior, and the v2.7.1 diagnostic ring.

Reads/sec128K

Writes/sec41K

Avg lookup0.04 ms

Transitions/sec9.8K

HEALTH

Native observer

enabled

99%

All visible dashboard panels are derived from cached telemetry snapshots; no live storage locks are touched.

PERFORMANCE

Execution split

Native execution94.6%

Python fallback5.4%

GIL released91.2%

Native batches12,804

PRESSURE

Operational state

normal

Score8

Chunk pending2

Quarantined0

Dropped telemetry0

SWISS INDEX

Probe health

Entries812,944

Load61%

Avg probe1.18

Tombstones317

CHUNKS

Lifecycle

Sealed19,238

Verified19,238

Indexed19,234

Exposed19,234

NATIVE DIAGNOSTICS ENGINE

Transition ring

loss tolerant

Sequence1,482,220

Snapshot build14,920 ns

Ring occupancy3,041/4,096

Events dropped0

Slot transitions812,941

Index transitions669,210

Memory transitions2,818

Fixed-width native records stay numeric; Python enriches names only after the snapshot is copied.

RECENT EVENTS

Ring-buffer transitions

Slot Visibleslot lifecycle · seq 1,482,220 · obj 418 · handle 883190/812944

Index Lookup Hitindex engine · seq 1,482,219 · obj 77 · handle 883188/18

Memory Pool Reusedmemory pool · seq 1,482,218 · obj 0 · bytes 32/reuse 2818

GIL Releasedgil boundary · seq 1,482,217 · native lookup counter

Snapshot Markersnapshotter · seq 1,482,216 · copied event limit 64

TIMELINE

GIL feedback

MEMORY

Native pool

Reuse88%

Allocator calls382

Pool frees2,901

RECOMMENDATION

Measured only

System operating normally. Diagnostic ring has capacity headroom and zero dropped events in the current snapshot.