interpreting-market-data

Interpreting cryptozavr market data

Common fields

All tool outputs include:

• venue, symbol — where the data came from
• reason_codes: list[str] — ordered audit trail of the 5-handler chain:
  • venue:healthy|degraded|rate_limited|down
  • symbol:found
  • cache:bypassed (force_refresh=true)
  • cache:hit (Supabase returned cached) OR cache:miss + provider:called
  • cache:write_failed (upsert couldn't persist; response still valid)
• staleness: "fresh"|"recent"|"stale"|"expired"
• confidence: "high"|"medium"|"low"
• cache_hit: bool

get_ticker

• last is the latest trade price. bid/ask may be None for CoinGecko (aggregator, no order book).
• volume_24h is in BASE units (BTC, not USDT).
• observed_at_ms is when the exchange stamped the data — may lag by seconds-minutes.

get_ohlcv

• candles: list[OHLCVCandleDTO] ordered oldest → newest.
• Each candle's closed: bool — the last candle may be closed=false (still in-progress).
• range_start_ms / range_end_ms bracket the series; useful for windowing.

get_order_book

• bids sorted highest-price-first; asks lowest-price-first.
• spread = asks[0].price - bids[0].price.
• spread_bps = spread / midpoint × 10000 — 10 bps is tight, 50 bps is wide.
• Empty bids or asks → spread is None.

get_trades

• trades ordered newest → oldest.
• side: "buy"|"sell" from the taker's perspective (taker buy = demand).
• trade_id may be null for CoinGecko.

Red flags to call out

1. staleness == "stale" or "expired" — suggest force_refresh=true.
2. cache_hit=true on volatile prices (tick-by-tick). Warn if the caller needs fresh data.
3. cache:write_failed in reasons — data is real, but the Supabase write didn't land. Non-fatal.
4. venue:degraded — upstream exchange is slow/errorful. Reduce expectations.