Columns and types
VARCHAR
- ticker
TIMESTAMP
- timestamp
DOUBLE
- open
- high
- low
- close
- volume
- vwap
BIGINT
- transactions
Current logical schema for lake.intraday_crypto
Inspect the complete lake.intraday_crypto schema
Scroll sideways to compare all columns. Select a heading to sort.
| ticker | VARCHAR |
| timestamp | TIMESTAMP |
| open | DOUBLE |
| high | DOUBLE |
| low | DOUBLE |
| close | DOUBLE |
| volume | DOUBLE |
| transactions | BIGINT |
| vwap | DOUBLE |
No matching rows. Clear the filter to see all records.
Current logical schema for lake.intraday_crypto
Query lake.intraday_crypto using the column names and types below. The query validator and engine use this logical catalog; a field absent from an older shard returns typed NULL.
What this table contains
Minute-level crypto bars, keyed on the canonical `BTC-USD` ticker. Requires a literal `timestamp` range. One object per UTC day, so the range decides what is read and an unbounded query is rejected: e.g. `timestamp >= TIMESTAMP '2026-09-01' AND timestamp < TIMESTAMP '2026-09-19'`, with an explicit ticker list. For coverage questions (first/last date on file), bound a window or use lake.crypto_daily.
Bounded intraday crypto preview
Query example, not executed here. Inspect the actual returned rows and dates before treating it as evidence.
Read each row at its recorded timestamp. ticker is BTC-USD for the displayed crypto example.
SELECT "ticker", "timestamp", "open", "high", "low"
FROM lake.intraday_crypto
WHERE "ticker" IN ('BTC-USD')
AND "timestamp" >= TIMESTAMP '2026-09-01'
AND "timestamp" < TIMESTAMP '2026-09-19'
ORDER BY "timestamp", "ticker", "open", "high", "low"
LIMIT 20;Submit the intraday_crypto example and read back its parts
Run the exact SQL through the Python SDK
Save this page's SQL as query.sql and the runner below as query.py. Use a registered key with lake scope from Developers. The runner submits the displayed intraday_crypto query once, saves its operation, waits on that same ID, saves the returned manifest and downloads its Parquet parts.
This submission has not been executed for the reference page. Inspect the SQL, dates and resource limits before running it. Reuse the request key only for this identical SQL and limits; use a new key when changing them.
python3 -m pip install nexustrade==1.42.0
export NEXUSTRADE_API_KEY="YOUR_LAKE_SCOPED_KEY"
python3 query.py
import json
from pathlib import Path
from nexustrade import NexusTradeClient
# Save the SQL displayed on this page as query.sql.
sql = Path("query.sql").read_text()
client = NexusTradeClient.from_environment()
operation = client.create_lake_query(
{"query": sql, "limits": {"timeoutSeconds": 30, "maxRows": 50,
"maxResultBytes": 1048576}},
idempotency_key="reference-intraday_crypto-20261012-v1",
)
Path("query-operation.json").write_text(json.dumps(operation, indent=2))
finished = client.wait_for_lake_query(operation["id"])
if finished["status"] != "completed":
raise RuntimeError(finished)
manifest = client.get_lake_query_manifest(operation["id"])["result"]
Path("query-manifest.json").write_text(json.dumps(manifest, indent=2))
print(json.dumps(manifest, indent=2))
for part in manifest["parts"]:
Path(f"query-{part['part']}.parquet").write_bytes(
client.download_lake_query_part(operation["id"], part["part"], max_bytes=1048576)
)
Coverage and timing
Inspect source coverage and timing before using the rows
Minute-level crypto bars, keyed on the canonical `BTC-USD` ticker. Requires a literal `timestamp` range. One object per UTC day, so the range decides what is read and an unbounded query is rejected: e.g. `timestamp >= TIMESTAMP '2026-09-01' AND timestamp < TIMESTAMP '2026-09-19'`, with an explicit ticker list. For coverage questions (first/last date on file), bound a window or use lake.crypto_daily.
Minute bars for crypto, one row per minute every day of the week. `ticker` is the canonical storage form `{TICKER}-{QUOTE}` — `BTC-USD`, the same value `crypto_daily.symbol` uses. The vendor's `X:BTCUSD` form is normalised away at write time and matches nothing here (see CRYPTO_INTRADAY_SCHEMA in tigrisHydrationSchemas.ts). Always give an explicit ticker list and a bounded `timestamp` range. Because crypto trades continuously, a bar's timestamp is the only thing that establishes when its price was knowable — see the availability rule in the catalog header before joining these bars to any market with trading hours.
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