USE sec_fsnds; GO /* ============================================================================ dbo.usp_sec_validate_statement_integrity ============================================================================ Three integrity checks across every 10-K / 10-Q filing: BS_check Assets == Liabilities + StockholdersEquity (uses StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest if the plain tag is missing) CF_check CashChange == CFO + CFI + CFF + FXEffect (accepts two equivalent cash-change tags) IS_check NetIncomeLoss is present (presence-only -- IS line items are too heterogeneous for a universal arithmetic check across all filers without tag-dictionary mapping) A check passes when |lhs - rhs| <= @tolerance * MAX(|lhs|, |rhs|, 1). A NULL result on either side means the check could not be performed (missing tag -- not a failure). Parameters ---------- @cik optional: limit to one company @form optional: '10-K' or '10-Q' (NULL = both) @fromFiled optional: filed >= this date @toFiled optional: filed <= this date @top max filings to scan (default 10000). Set higher to run across the whole database. @tolerance relative tolerance (default 0.01 = 1%) @onlyFails 1 = return only rows where at least one check FAILED (helps spot problem filings in a huge sweep) Result sets ----------- Result 1: per-filing rows with all raw values and pass/fail flags Result 2: summary counts (checked / passed / failed / null per check) Usage ----- -- Single company, both forms EXEC dbo.usp_sec_validate_statement_integrity @cik = 789019; -- Whole database, only 10-Ks, only show failures EXEC dbo.usp_sec_validate_statement_integrity @form = '10-K', @top = 1000000, @onlyFails = 1; Performance ----------- The #facts staging step seeks num via IX_num_sub_tag once per (subID, tagID of interest) pair. With ~10 tags of interest and @top filings, expect roughly 10 * @top seeks. On typical hardware that runs at ~30K seeks/sec, so @top=10000 takes ~3 seconds; @top=1000000 (full DB) takes ~5-10 minutes. ============================================================================ */ IF OBJECT_ID('dbo.usp_sec_validate_statement_integrity', 'P') IS NOT NULL DROP PROCEDURE dbo.usp_sec_validate_statement_integrity; GO CREATE PROCEDURE dbo.usp_sec_validate_statement_integrity @cik INT = NULL, @form VARCHAR(20) = NULL, @fromFiled DATE = NULL, @toFiled DATE = NULL, @top INT = 10000, @tolerance DECIMAL(18,6) = 0.01, @onlyFails BIT = 0 AS BEGIN SET NOCOUNT ON; -- ------------------------------------------------------------ -- 1. Build tag map: (group, tagID) for every tagID that shares a -- canonical tag name across all namespaces / taxonomy years. -- We can't just resolve a single "latest" tagID per name because -- older filings point at older versionIDs (e.g. us-gaap/2022). -- ------------------------------------------------------------ IF OBJECT_ID('tempdb..#tag_map') IS NOT NULL DROP TABLE #tag_map; CREATE TABLE #tag_map ( tag_group VARCHAR(30) COLLATE DATABASE_DEFAULT NOT NULL, tagID INT NOT NULL, PRIMARY KEY (tagID, tag_group) ); INSERT INTO #tag_map (tag_group, tagID) SELECT grp, tagID FROM ( VALUES ('Assets', 'Assets') ,('Liab', 'Liabilities') ,('Equity1', 'StockholdersEquity') ,('Equity2', 'StockholdersEquityIncludingPortionAttributableToNoncontrollingInterest') ,('CFO', 'NetCashProvidedByUsedInOperatingActivities') ,('CFI', 'NetCashProvidedByUsedInInvestingActivities') ,('CFF', 'NetCashProvidedByUsedInFinancingActivities') ,('FX1', 'EffectOfExchangeRateOnCashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents') ,('FX2', 'EffectOfExchangeRateOnCashAndCashEquivalents') ,('CashChg1', 'CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect') ,('CashChg2', 'CashAndCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect') ,('CashChg3', 'CashAndCashEquivalentsPeriodIncreaseDecrease') ,('NI', 'NetIncomeLoss') ) AS m(grp, tag_name) INNER JOIN dbo.tag t ON t.tag = m.tag_name COLLATE DATABASE_DEFAULT; -- ------------------------------------------------------------ -- 2. Stage target filings -- ------------------------------------------------------------ IF OBJECT_ID('tempdb..#targets') IS NOT NULL DROP TABLE #targets; CREATE TABLE #targets ( subID INT PRIMARY KEY, adsh VARCHAR(20) COLLATE DATABASE_DEFAULT, cik INT, name NVARCHAR(250) COLLATE DATABASE_DEFAULT, form VARCHAR(20) COLLATE DATABASE_DEFAULT, fy SMALLINT, fp CHAR(2) COLLATE DATABASE_DEFAULT, period DATE, flow_qtrs TINYINT ); INSERT INTO #targets (subID, adsh, cik, name, form, fy, fp, period, flow_qtrs) SELECT TOP (@top) s.subID ,s.adsh ,s.cik ,s.name ,s.form ,s.fy ,s.fp ,CONVERT(date, s.period) ,CASE WHEN s.form = '10-K' THEN CAST(4 AS tinyint) ELSE CAST(1 AS tinyint) END FROM dbo.sub s WHERE s.form IN ('10-K','10-Q') AND (@cik IS NULL OR s.cik = @cik) AND (@form IS NULL OR s.form = @form) AND (@fromFiled IS NULL OR s.filed >= @fromFiled) AND (@toFiled IS NULL OR s.filed <= @toFiled) ORDER BY s.filed DESC; -- ------------------------------------------------------------ -- 3. Pull the facts of interest for the staged filings. -- One row per (subID, tag_group) we care about. The join to -- #tag_map collapses every version of the same canonical tag -- name into a single "group" so year-boundary crosses don't -- lose rows. -- ------------------------------------------------------------ IF OBJECT_ID('tempdb..#facts') IS NOT NULL DROP TABLE #facts; CREATE TABLE #facts ( subID INT, tag_group VARCHAR(30) COLLATE DATABASE_DEFAULT, qtrs TINYINT, ddate DATE, value DECIMAL(28,4) ); INSERT INTO #facts (subID, tag_group, qtrs, ddate, value) SELECT n.subID, m.tag_group, n.qtrs, n.ddate, n.value FROM #targets t INNER JOIN dbo.num n ON n.subID = t.subID INNER JOIN #tag_map m ON m.tagID = n.tagID WHERE n.dimn = 0 AND n.coregID IS NULL AND n.iprx = 0 AND n.value IS NOT NULL OPTION (RECOMPILE); CREATE INDEX IX_facts ON #facts (subID, tag_group, qtrs, ddate); -- ------------------------------------------------------------ -- 4. Compute checks -- ------------------------------------------------------------ ;WITH v AS ( SELECT t.subID, t.adsh, t.cik, t.name, t.form, t.fy, t.fp, t.period, t.flow_qtrs -- BS (qtrs=0, ddate=period) ,(SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='Assets' AND f.qtrs=0 AND f.ddate=t.period) AS bs_assets ,(SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='Liab' AND f.qtrs=0 AND f.ddate=t.period) AS bs_liab ,(SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='Equity1' AND f.qtrs=0 AND f.ddate=t.period) AS bs_equity1 ,(SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='Equity2' AND f.qtrs=0 AND f.ddate=t.period) AS bs_equity2 -- CF (qtrs=flow_qtrs, ddate=period) ,(SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='CFO' AND f.qtrs=t.flow_qtrs AND f.ddate=t.period) AS cfo ,(SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='CFI' AND f.qtrs=t.flow_qtrs AND f.ddate=t.period) AS cfi ,(SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='CFF' AND f.qtrs=t.flow_qtrs AND f.ddate=t.period) AS cff ,(SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='FX1' AND f.qtrs=t.flow_qtrs AND f.ddate=t.period) AS fx1 ,(SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='FX2' AND f.qtrs=t.flow_qtrs AND f.ddate=t.period) AS fx2 ,(SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='CashChg1' AND f.qtrs=t.flow_qtrs AND f.ddate=t.period) AS cash_chg1 ,(SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='CashChg2' AND f.qtrs=t.flow_qtrs AND f.ddate=t.period) AS cash_chg2 ,(SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='CashChg3' AND f.qtrs=t.flow_qtrs AND f.ddate=t.period) AS cash_chg3 -- IS (presence only) ,(SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='NI' AND f.qtrs=t.flow_qtrs AND f.ddate=t.period) AS net_income FROM #targets t ), calc AS ( SELECT v.* ,COALESCE(v.bs_equity1, v.bs_equity2) AS bs_equity ,COALESCE(v.cash_chg1, v.cash_chg2, v.cash_chg3) AS cash_change ,COALESCE(v.fx1, v.fx2, 0) AS fx_effect FROM v ), calc2 AS ( SELECT c.* ,CASE WHEN c.bs_assets IS NOT NULL AND c.bs_liab IS NOT NULL AND c.bs_equity IS NOT NULL THEN c.bs_liab + c.bs_equity END AS bs_liab_plus_equity ,CASE WHEN c.cfo IS NOT NULL AND c.cfi IS NOT NULL AND c.cff IS NOT NULL THEN c.cfo + c.cfi + c.cff + c.fx_effect END AS cf_sum_sections FROM calc c ), flagged AS ( SELECT c.* -- BS check ,CASE WHEN c.bs_assets IS NULL OR c.bs_liab_plus_equity IS NULL THEN NULL WHEN ABS(c.bs_assets - c.bs_liab_plus_equity) <= @tolerance * (CASE WHEN ABS(c.bs_assets) > ABS(c.bs_liab_plus_equity) THEN ABS(c.bs_assets) ELSE ABS(c.bs_liab_plus_equity) END + 1) THEN CAST(1 AS bit) ELSE CAST(0 AS bit) END AS bs_ok ,c.bs_assets - c.bs_liab_plus_equity AS bs_delta -- CF check ,CASE WHEN c.cash_change IS NULL OR c.cf_sum_sections IS NULL THEN NULL WHEN ABS(c.cash_change - c.cf_sum_sections) <= @tolerance * (CASE WHEN ABS(c.cash_change) > ABS(c.cf_sum_sections) THEN ABS(c.cash_change) ELSE ABS(c.cf_sum_sections) END + 1) THEN CAST(1 AS bit) ELSE CAST(0 AS bit) END AS cf_ok ,c.cash_change - c.cf_sum_sections AS cf_delta -- IS check: presence only ,CASE WHEN c.net_income IS NULL THEN CAST(0 AS bit) ELSE CAST(1 AS bit) END AS is_ok FROM calc2 c ) SELECT f.adsh, f.cik, f.name, f.form, f.fy, f.fp, f.period ,f.bs_assets, f.bs_liab, f.bs_equity, f.bs_liab_plus_equity, f.bs_delta, f.bs_ok ,f.cfo, f.cfi, f.cff, f.fx_effect, f.cash_change, f.cf_sum_sections, f.cf_delta, f.cf_ok ,f.net_income, f.is_ok FROM flagged f WHERE @onlyFails = 0 OR (f.bs_ok = 0 OR f.cf_ok = 0 OR f.is_ok = 0) ORDER BY f.cik, f.form, f.period; -- ------------------------------------------------------------ -- 5. Summary counts -- ------------------------------------------------------------ ;WITH v AS ( SELECT t.subID, t.flow_qtrs, t.period ,(SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='Assets' AND f.qtrs=0 AND f.ddate=t.period) AS bs_assets ,(SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='Liab' AND f.qtrs=0 AND f.ddate=t.period) AS bs_liab ,COALESCE( (SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='Equity1' AND f.qtrs=0 AND f.ddate=t.period), (SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='Equity2' AND f.qtrs=0 AND f.ddate=t.period) ) AS bs_equity ,(SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='CFO' AND f.qtrs=t.flow_qtrs AND f.ddate=t.period) AS cfo ,(SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='CFI' AND f.qtrs=t.flow_qtrs AND f.ddate=t.period) AS cfi ,(SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='CFF' AND f.qtrs=t.flow_qtrs AND f.ddate=t.period) AS cff ,COALESCE( (SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='CashChg1' AND f.qtrs=t.flow_qtrs AND f.ddate=t.period), (SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='CashChg2' AND f.qtrs=t.flow_qtrs AND f.ddate=t.period), (SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='CashChg3' AND f.qtrs=t.flow_qtrs AND f.ddate=t.period) ) AS cash_change ,COALESCE( (SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='FX1' AND f.qtrs=t.flow_qtrs AND f.ddate=t.period), (SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='FX2' AND f.qtrs=t.flow_qtrs AND f.ddate=t.period), 0 ) AS fx_effect ,(SELECT TOP (1) f.value FROM #facts f WHERE f.subID=t.subID AND f.tag_group='NI' AND f.qtrs=t.flow_qtrs AND f.ddate=t.period) AS net_income FROM #targets t ), summary AS ( SELECT COUNT(*) AS filings_scanned -- BS ,SUM(CASE WHEN bs_assets IS NOT NULL AND bs_liab IS NOT NULL AND bs_equity IS NOT NULL THEN 1 ELSE 0 END) AS bs_evaluable ,SUM(CASE WHEN bs_assets IS NOT NULL AND bs_liab IS NOT NULL AND bs_equity IS NOT NULL AND ABS(bs_assets - (bs_liab + bs_equity)) <= @tolerance * (CASE WHEN ABS(bs_assets) > ABS(bs_liab + bs_equity) THEN ABS(bs_assets) ELSE ABS(bs_liab + bs_equity) END + 1) THEN 1 ELSE 0 END) AS bs_pass -- CF ,SUM(CASE WHEN cash_change IS NOT NULL AND cfo IS NOT NULL AND cfi IS NOT NULL AND cff IS NOT NULL THEN 1 ELSE 0 END) AS cf_evaluable ,SUM(CASE WHEN cash_change IS NOT NULL AND cfo IS NOT NULL AND cfi IS NOT NULL AND cff IS NOT NULL AND ABS(cash_change - (cfo + cfi + cff + fx_effect)) <= @tolerance * (CASE WHEN ABS(cash_change) > ABS(cfo + cfi + cff + fx_effect) THEN ABS(cash_change) ELSE ABS(cfo + cfi + cff + fx_effect) END + 1) THEN 1 ELSE 0 END) AS cf_pass -- IS ,SUM(CASE WHEN net_income IS NOT NULL THEN 1 ELSE 0 END) AS is_pass FROM v ) SELECT filings_scanned ,bs_evaluable, bs_pass, bs_evaluable - bs_pass AS bs_fail ,cf_evaluable, cf_pass, cf_evaluable - cf_pass AS cf_fail ,filings_scanned - is_pass AS is_missing ,CAST(100.0 * bs_pass / NULLIF(bs_evaluable,0) AS DECIMAL(5,2)) AS bs_pass_pct ,CAST(100.0 * cf_pass / NULLIF(cf_evaluable,0) AS DECIMAL(5,2)) AS cf_pass_pct FROM summary; DROP TABLE #facts; DROP TABLE #targets; DROP TABLE #tag_map; END; GO /* ============================================================================ Example calls ============================================================================ -- Single company sanity check EXEC dbo.usp_sec_validate_statement_integrity @cik = 789019; -- All 10-Ks filed in 2023, failures only EXEC dbo.usp_sec_validate_statement_integrity @form = '10-K', @fromFiled = '2023-01-01', @toFiled = '2023-12-31', @top = 100000, @onlyFails = 1; */