feat: add realtime-box with Lookup Catalog sync workflows#440
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toru-takahashi wants to merge 1 commit into
Open
feat: add realtime-box with Lookup Catalog sync workflows#440toru-takahashi wants to merge 1 commit into
toru-takahashi wants to merge 1 commit into
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Adds realtime-box/lookup-catalog-sync with two variants:
manual/
lookup_catalog_sync.dig — iterates configured tables with explicit
column definitions
queries/ — SQL for digest init, extract, count, update
table-discovery/
lookup_catalog_sync.dig — auto-discovers tables via information_schema
sync_table.dig — reusable single-table sync called per table
scripts/generate_sql.py — type-aware JSON payload SQL generator
(supports array<varchar/bigint/double>,
float artifact fix, NULL element handling)
queries/discover_tables.sql — excludes _wf_* internal tables
Both variants implement hash-based change detection (only changed rows
are uploaded on each run) and use the _wf_ prefix for internal tables.
Co-Authored-By: Treasure Work <291137728+treasure-work@users.noreply.github.com>
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Summary
Adds a new
realtime-box/directory for Treasure AI RT 2.0 workflow templates, starting with the Lookup Catalog sync workflow.realtime-box/lookup-catalog-sync/Two variants for syncing
cdp_lookup_catalogtables to RT 2.0 internal storage:manual/— for environments with fewer than 5 tables or where explicit column control is neededlookup_catalog_sync.dig— iterates over a configured table listqueries/— SQL for digest initialization, change extraction, count check, and digest updatetable-discovery/— for environments with many tables or frequently changing schemas (requires additional feature flag, contact Treasure AI Support)lookup_catalog_sync.dig— auto-discovers tables viainformation_schemasync_table.dig— reusable single-table sync logicscripts/generate_sql.py— type-aware JSON payload SQL generator supportingarray<varchar>,array<bigint>,array<double>, scalar float artifact fix, and NULL element preservationqueries/discover_tables.sql— excludes_wf_*internal tablesBoth variants use hash-based change detection so only changed rows are uploaded on each run, and use a consistent
_wf_prefix for all internal/temporary tables.Test plan
manual/workflow against a testcdp_lookup_catalogtable and verify records appear in RT 2.0table-discovery/workflow and verify automatic table detection worksGenerated with Treasure Work