molt-verify
Guide for using molt verify to compare source and target databases for schema and row-level consistency after a migration. Use when running verify commands, tuning concurrency/sharding, handling schema mismatches, or validating data integrity post-migration.
Skill body
molt verify
Compares source and target databases for schema (DDL) and row (data) consistency. Run after molt fetch to confirm migration integrity.
Basic Structure
molt verify \
--source "<source-conn>" \
--target "<crdb-conn>" \
[options]
Verification Phases
Phase 1 — Schema: Compares table presence, columns, types, NOT NULL constraints, and primary key structure.
Phase 2 — Rows (default, --rows=true): Iterates source rows in PK order and compares against target. Reports missing, extraneous, and mismatched rows per shard.
Modes
| Mode | Command | Use When |
|---|---|---|
| Full (default) | molt verify --source "..." --target "..." |
Post-migration integrity check |
| Schema-only | molt verify ... --rows=false |
Fast DDL check; no data I/O |
Concurrency & Sharding
# Default: CPU-count tables in parallel, 1 shard/table, 20k rows/batch
molt verify --source "..." --target "..."
# Large tables: parallelize within a single table
molt verify --source "..." --target "..." \
--concurrency 1 --concurrency-per-table 8 --row-batch-size 50000
# Rate-limited (minimize production impact)
molt verify --source "..." --target "..." \
--rows-per-second 1000 --concurrency 2
Sharding splits a table’s PK range across workers. Supported PK types: INT, FLOAT, DECIMAL, UUID. Falls back to a single full-scan for unsupported types.
Common Workflows
1. Post-migration sanity check
molt verify \
--source "postgresql://user:pass@pg:5432/db" \
--target "postgresql://root@crdb:26257/db"
2. Schema-only (CI gate)
molt verify \
--source "..." --target "..." \
--rows=false --non-interactive --log-file stdout
3. Filtered verification (subset of tables)
molt verify \
--source "..." --target "..." \
--table-filter "customers|orders"
4. Verify with column exclusions
# transformations.json: {"tables":[{"name":"users","excludedColumns":["temp_col"]}]}
molt verify \
--source "..." --target "..." \
--transformations-file transformations.json
Source-Specific Prerequisites
PostgreSQL: No special requirements. Partition tables (child partitions) are not supported — remove them before verifying.
MySQL: Queries current database only. ONLY_FULL_GROUP_BY may affect queries; disable if issues arise.
Oracle: Binary must be built with CGO_ENABLED=1 -tags="cgo source_all". Oracle Instant Client in LD_LIBRARY_PATH. Use --source-cdb for multi-tenant (CDB) setups. Selective data verification (--filter-path) is not supported.
Output & Reporting
Each table prints a summary per shard:
truth rows seen: 10000, success: 9950, missing: 5, mismatch: 45, extraneous: 0
- missing: rows present on source but absent on target
- extraneous: rows on target with no match on source
- mismatch: rows present on both but values differ
Schema issues (missing/extra tables or columns, type mismatches, PK differences) are logged as warnings and do not stop row verification.
Prometheus metrics available at --metrics-listen-addr (default 127.0.0.1:3030).
Error Recovery
| Error | Cause | Fix |
|---|---|---|
missing table X on target |
Table not migrated | Rerun fetch or check filters |
extraneous table X on target |
Unexpected table | Clean up or adjust --table-filter |
column type mismatch |
Type conversion issue | Check type mappings or use --transformations-file |
PRIMARY KEY does not match |
PK structure differs | Inspect schema conversion output |
partition table X |
Source has partition tables | Drop/move partitions before verifying |
missing a PRIMARY KEY |
No PK on source table | Add PK or use --rows=false |
TLSModeDisableError |
Insecure connection rejected | Add --allow-tls-mode-disable |
| Statement timeout | Query exceeds --verify-statement-timeout |
Increase timeout or reduce --row-batch-size |
Gotchas
- Schema changes between source and target after migration are not automatically reconciled — fix schema first, then re-run
--concurrencyvalues exceeding 4× CPU count trigger a warning and may degrade performance- Row verification requires primary keys on both source and target tables; tables without PKs are skipped for row comparison
--filter-path(selective row filters) is not supported for Oracle sources- Log files contain sensitive query data; avoid
--show-connection-loggingin production logs - After fetch, always run verify before cutover to confirm data integrity
See flags reference for the full flag list.