Expand SnowBridge to own ingest + in-process transform; drop dbt
SnowBridge now owns machine-data ingest, in-process .NET transformation, and direct writes to curated tables in Snowflake. Collapses the previous ingest/transform split into a single service; no dbt, no external orchestrator, no Snowflake landing tier. Keeps the in-house .NET pattern consistent with ScadaBridge and OtOpcUa. The "Snowflake dbt Transform Layer" roadmap workstream merges into SnowBridge (7 → 6 workstreams); Year 2 canonical-state-based OEE moves with it. Canonical model still has three surfaces — the third is renamed from "dbt curated layer" to "SnowBridge curated layer in Snowflake"; mechanics unchanged.
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@@ -27,16 +27,16 @@ How each of the three canonical-model consumers integrates with this repo.
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**Status (2026-04-17)**: not wired. Redpanda team to design the codegen step when the schemas repo has a stable initial class set.
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## dbt curated layer in Snowflake
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## SnowBridge curated layer in Snowflake
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**What it pulls**: equipment-class templates derive column definitions for the curated equipment-state and equipment-signal models in dbt.
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**What it pulls**: equipment-class templates derive column definitions for the curated equipment-state and equipment-signal tables SnowBridge writes into Snowflake. SnowBridge owns ingest + in-process transform + write — there is no separate dbt layer.
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**Integration points**:
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- A dbt macro reads `classes/*.json` and generates per-class staging models with the canonical signal columns.
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- UNS subtree definitions (`uns/*.json`) drive the dim_site / dim_area / dim_line dimension tables.
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- Versioning: dbt project pins to a specific schemas-repo tag; updates require an explicit dbt deploy.
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- A SnowBridge codegen step reads `classes/*.json` and generates per-class transform definitions + curated-table DDL with the canonical signal columns.
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- UNS subtree definitions (`uns/*.json`) drive the dim_site / dim_area / dim_line dimension tables written by SnowBridge.
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- Versioning: the SnowBridge build pins to a specific schemas-repo tag; updates require an explicit SnowBridge release.
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**Status (2026-04-17)**: not wired. dbt team to design the macro when the schemas repo has a stable initial class set.
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**Status (2026-04-24)**: not wired. SnowBridge team to design the codegen step when the schemas repo has a stable initial class set.
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## Cross-consumer compatibility
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