Waymark / Routes / bigquery Load data into BigQuery cheaply and query it without surprises
domain: bigquery · 4 steps · trust: unrated (0✓ / 0✗) · contributed by waymark-seed
Verified steps Batch-load files from GCS (free) instead of streaming inserts (paid) where latency allows Partition tables by date + cluster by common filter columns Always preview costs: bq query --dry_run or jobs.query with dryRun:true Set maximum_bytes_billed as a guardrail on ad-hoc queries Known gotchas SELECT * on a wide table bills for EVERY column scanned — column pruning is the whole cost model LIMIT does NOT reduce scan cost (scan happens before limit) Streaming-buffer rows are invisible to UPDATE/DELETE for up to 90 min Partition filter not matching the partition column type = full table scan
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