Files
beanflows/transform/sqlmesh_materia/models/foundation/dim_commodity.sql
Deeman 2962bf5e3b Fix COT pipeline: TRY_CAST nulls, dim_commodity leading zeros, correct CFTC codes
- config.yaml: remove ambiguousorinvalidcolumn linter rule (false positives on read_csv TVFs)
- fct_cot_positioning: use TRY_CAST throughout — CFTC uses '.' as null in many columns
- raw/cot_disaggregated: add columns() declaration for 33 varchar cols
- dim_commodity: switch from SEED to FULL model with SQL VALUES to preserve leading zeros
  Pandas auto-converts '083' → 83 even with varchar column declarations in SEED models
- seeds/dim_commodity.csv: correct cftc_commodity_code from '083731' (contract market code)
  to '083' (3-digit CFTC commodity code); add CSV quoting
- test_cot_foundation.yaml: fix output key name, vars for time range, partial: true,
  and correct cftc_commodity_code to '083'
- analytics.py: COFFEE_CFTC_CODE '083731' → '083' to match actual data

Result: serving.cot_positioning has 685 rows (2013-01-08 to 2026-02-17), 23/23 tests pass.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-02-20 23:28:10 +01:00

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1012 B
SQL

-- Commodity dimension: conforms identifiers across source systems.
--
-- This is the ontology. Each row is a commodity tracked by BeanFlows.
-- As new sources are added (ICO, futures prices, satellite), their
-- commodity identifiers are added as columns here — not as separate tables.
-- As new commodities are added (cocoa, sugar), rows are added here.
--
-- References:
-- usda_commodity_code → raw.psd_alldata.commodity_code (numeric string, e.g. '0711100')
-- cftc_commodity_code → raw.cot_disaggregated.cftc_commodity_code (3-char, e.g. '083')
--
-- NOTE: Defined as FULL model (not SEED) to guarantee leading-zero preservation.
-- Pandas CSV loading converts '083' → 83 even with varchar column declarations.
MODEL (
name foundation.dim_commodity,
kind FULL
);
SELECT usda_commodity_code, cftc_commodity_code, commodity_name, commodity_group
FROM (VALUES
('0711100', '083', 'Coffee, Green', 'Softs')
) AS t(usda_commodity_code, cftc_commodity_code, commodity_name, commodity_group)