Immuta Actions and Activities: Snowflake SQL references

Immuta Activity: 'High Cardinality' SQLs in Snowflake

query is executed by the datasource ingestion Snowflake user
query is not executed by Immuta <db name>_SYSTEM_ACCOUNT user.

SELECT "ID", "FIRST_NAME", "LAST_NAME", "EMAIL", "GENDER", "RACE", "SSN", "DEPT", "JOB", "SKILLS", "SALARY", "TYPE", "BRAND_ID" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" LIMIT 1000;

--this is SQL referenced to high cardinality job against the table being ingested to Immuta
SELECT approx_count_distinct("ID") AS approx FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR";

Immuta Activity: Fingerprint job SQL(s) on Snowflake

query is executed by the datasource ingestion Snowflake user
query is not executed by Immuta <db name>_SYSTEM_ACCOUNT user.
Fingerprint is only needed for few Immuta Policy type, e.g.,
- Format Preserving Masking
- K-Anonymization
- Randomized Response
Recommend to run Fingerprint on datasources planned to use the above data-policies.
More details here.

Immuta Fingerprint SQL-1 in Snowflake:

WITH FIRST__NAME_value__count_cte AS (SELECT "FIRST_NAME" AS "FIRST__NAME_value", COUNT("FIRST_NAME") AS "FIRST__NAME_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("FIRST_NAME" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "FIRST_NAME"),
LAST__NAME_value__count_cte AS (SELECT "LAST_NAME" AS "LAST__NAME_value", COUNT("LAST_NAME") AS "LAST__NAME_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("LAST_NAME" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "LAST_NAME"),
EMAIL_value__count_cte AS (SELECT "EMAIL" AS "EMAIL_value", COUNT("EMAIL") AS "EMAIL_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("EMAIL" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "EMAIL"),
GENDER_value__count_cte AS (SELECT "GENDER" AS "GENDER_value", COUNT("GENDER") AS "GENDER_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("GENDER" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "GENDER"),
RACE_value__count_cte AS (SELECT "RACE" AS "RACE_value", COUNT("RACE") AS "RACE_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("RACE" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "RACE"),
SSN_value__count_cte AS (SELECT "SSN" AS "SSN_value", COUNT("SSN") AS "SSN_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("SSN" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "SSN"),
DEPT_value__count_cte AS (SELECT "DEPT" AS "DEPT_value", COUNT("DEPT") AS "DEPT_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("DEPT" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "DEPT"),
JOB_value__count_cte AS (SELECT "JOB" AS "JOB_value", COUNT("JOB") AS "JOB_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("JOB" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "JOB"),
SKILLS_value__count_cte AS (SELECT "SKILLS" AS "SKILLS_value", COUNT("SKILLS") AS "SKILLS_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("SKILLS" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "SKILLS"),
TYPE_value__count_cte AS (SELECT "TYPE" AS "TYPE_value", COUNT("TYPE") AS "TYPE_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("TYPE" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "TYPE"),
FIRST__NAME_frequency__count_cte AS (SELECT "FIRST__NAME_count" AS "FIRST__NAME_frequency", COUNT("FIRST__NAME_count") AS "FIRST__NAME_frequency__count" FROM FIRST__NAME_value__count_cte GROUP BY "FIRST__NAME_count"),
LAST__NAME_frequency__count_cte AS (SELECT "LAST__NAME_count" AS "LAST__NAME_frequency", COUNT("LAST__NAME_count") AS "LAST__NAME_frequency__count" FROM LAST__NAME_value__count_cte GROUP BY "LAST__NAME_count"),
EMAIL_frequency__count_cte AS (SELECT "EMAIL_count" AS "EMAIL_frequency", COUNT("EMAIL_count") AS "EMAIL_frequency__count" FROM EMAIL_value__count_cte GROUP BY "EMAIL_count"),
GENDER_frequency__count_cte AS (SELECT "GENDER_count" AS "GENDER_frequency", COUNT("GENDER_count") AS "GENDER_frequency__count" FROM GENDER_value__count_cte GROUP BY "GENDER_count"),
RACE_frequency__count_cte AS (SELECT "RACE_count" AS "RACE_frequency", COUNT("RACE_count") AS "RACE_frequency__count" FROM RACE_value__count_cte GROUP BY "RACE_count"),
SSN_frequency__count_cte AS (SELECT "SSN_count" AS "SSN_frequency", COUNT("SSN_count") AS "SSN_frequency__count" FROM SSN_value__count_cte GROUP BY "SSN_count"),
DEPT_frequency__count_cte AS (SELECT "DEPT_count" AS "DEPT_frequency", COUNT("DEPT_count") AS "DEPT_frequency__count" FROM DEPT_value__count_cte GROUP BY "DEPT_count"),
JOB_frequency__count_cte AS (SELECT "JOB_count" AS "JOB_frequency", COUNT("JOB_count") AS "JOB_frequency__count" FROM JOB_value__count_cte GROUP BY "JOB_count"),
SKILLS_frequency__count_cte AS (SELECT "SKILLS_count" AS "SKILLS_frequency", COUNT("SKILLS_count") AS "SKILLS_frequency__count" FROM SKILLS_value__count_cte GROUP BY "SKILLS_count"),
TYPE_frequency__count_cte AS (SELECT "TYPE_count" AS "TYPE_frequency", COUNT("TYPE_count") AS "TYPE_frequency__count" FROM TYPE_value__count_cte GROUP BY "TYPE_count"),
combined_counts_cte AS ((
SELECT 'FIRST_NAME' AS "column_name", "FIRST__NAME_frequency" AS "frequency", "FIRST__NAME_frequency__count" AS "frequency_count" FROM FIRST__NAME_frequency__count_cte
)
UNION ALL
(
SELECT 'FIRST_NAME' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("FIRST_NAME" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'LAST_NAME' AS "column_name", "LAST__NAME_frequency" AS "frequency", "LAST__NAME_frequency__count" AS "frequency_count" FROM LAST__NAME_frequency__count_cte
)
UNION ALL
(
SELECT 'LAST_NAME' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("LAST_NAME" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'EMAIL' AS "column_name", "EMAIL_frequency" AS "frequency", "EMAIL_frequency__count" AS "frequency_count" FROM EMAIL_frequency__count_cte
)
UNION ALL
(
SELECT 'EMAIL' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("EMAIL" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'GENDER' AS "column_name", "GENDER_frequency" AS "frequency", "GENDER_frequency__count" AS "frequency_count" FROM GENDER_frequency__count_cte
)
UNION ALL
(
SELECT 'GENDER' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("GENDER" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'RACE' AS "column_name", "RACE_frequency" AS "frequency", "RACE_frequency__count" AS "frequency_count" FROM RACE_frequency__count_cte
)
UNION ALL
(
SELECT 'RACE' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("RACE" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'SSN' AS "column_name", "SSN_frequency" AS "frequency", "SSN_frequency__count" AS "frequency_count" FROM SSN_frequency__count_cte
)
UNION ALL
(
SELECT 'SSN' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("SSN" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'DEPT' AS "column_name", "DEPT_frequency" AS "frequency", "DEPT_frequency__count" AS "frequency_count" FROM DEPT_frequency__count_cte
)
UNION ALL
(
SELECT 'DEPT' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("DEPT" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'JOB' AS "column_name", "JOB_frequency" AS "frequency", "JOB_frequency__count" AS "frequency_count" FROM JOB_frequency__count_cte
)
UNION ALL
(
SELECT 'JOB' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("JOB" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'SKILLS' AS "column_name", "SKILLS_frequency" AS "frequency", "SKILLS_frequency__count" AS "frequency_count" FROM SKILLS_frequency__count_cte
)
UNION ALL
(
SELECT 'SKILLS' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("SKILLS" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'TYPE' AS "column_name", "TYPE_frequency" AS "frequency", "TYPE_frequency__count" AS "frequency_count" FROM TYPE_frequency__count_cte
)
UNION ALL
(
SELECT 'TYPE' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("TYPE" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
))
SELECT "column_name", "frequency", "frequency_count" FROM combined_counts_cte ORDER BY "column_name", "frequency_count"

Immuta Fingerprint SQL-2 in Snowflake:

WITH cast_as_text_cte AS (SELECT CAST("ID" AS VARCHAR) AS "ID", "FIRST_NAME", "LAST_NAME", "EMAIL", "GENDER", "RACE", "SSN", "DEPT", "JOB", "SKILLS", CAST("SALARY" AS VARCHAR) AS "SALARY", "TYPE", CAST("BRAND_ID" AS VARCHAR) AS "BRAND_ID" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"),
pivot_cte AS (SELECT "column", "value" FROM cast_as_text_cte UNPIVOT("value" FOR "column" IN ("ID","FIRST_NAME","LAST_NAME","EMAIL","GENDER","RACE","SSN","DEPT","JOB","SKILLS","SALARY","TYPE","BRAND_ID"))),
fpe_filter_cte AS (SELECT "column", "value", REGEXP_REPLACE("value", '[^0-9]', '') AS "numeric", REGEXP_REPLACE("value", '[^a-z]', '') AS "alphaLower", REGEXP_REPLACE("value", '[^A-Z]', '') AS "alphaUpper", REGEXP_REPLACE("value", '[^a-zA-Z]', '') AS "alphaLoweralphaUpper", REGEXP_REPLACE("value", '[^a-zA-Z0-9]', '') AS "alphaLoweralphaUppernumeric" FROM pivot_cte),
cell_replacement_cte AS (SELECT "column", "value", "numeric", "alphaLower", "alphaUpper", "alphaLoweralphaUpper", "alphaLoweralphaUppernumeric", (CASE WHEN (LENGTH("numeric") > 2) THEN ABS(((97 - MOD(CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, (LENGTH("numeric") - 2)) AS NUMBER), 97)) - CAST(SUBSTRING(CAST("numeric" AS VARCHAR), (LENGTH("numeric") - 1), 2) AS NUMBER))) ELSE 1 END) AS "numeric_insee", (CASE WHEN (LENGTH("numeric") = 9) THEN MOD(CAST((((((((((0 + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 2, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 4, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 6, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 8, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) AS NUMBER), 10))) AS NUMBER), 10) ELSE 1 END) AS "numeric_luhn__9", (CASE WHEN (LENGTH("numeric") = 10) THEN MOD(CAST(((((((((((0 + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 2, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 4, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 6, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 8, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 10, 1) AS NUMBER)) AS NUMBER), 10) ELSE 1 END) AS "numeric_luhn__10", (CASE WHEN (LENGTH("numeric") = 11) THEN MOD(CAST((((((((((((0 + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 2, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 4, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 6, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 8, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 10, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 11, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 11, 1) AS NUMBER) * 2) AS NUMBER), 10))) AS NUMBER), 10) ELSE 1 END) AS "numeric_luhn__11", (CASE WHEN (LENGTH("numeric") = 12) THEN MOD(CAST(((((((((((((0 + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 2, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 4, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 6, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 8, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 10, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 11, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 11, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 12, 1) AS NUMBER)) AS NUMBER), 10) ELSE 1 END) AS "numeric_luhn__12", (CASE WHEN (LENGTH("numeric") = 13) THEN MOD(CAST((((((((((((((0 + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 2, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 4, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 6, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 8, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 10, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 11, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 11, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 12, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 13, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 13, 1) AS NUMBER) * 2) AS NUMBER), 10))) AS NUMBER), 10) ELSE 1 END) AS "numeric_luhn__13", (CASE WHEN (LENGTH("numeric") = 14) THEN MOD(CAST(((((((((((((((0 + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 2, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 4, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 6, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 8, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 10, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 11, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 11, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 12, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 13, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 13, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 14, 1) AS NUMBER)) AS NUMBER), 10) ELSE 1 END) AS "numeric_luhn__14", (CASE WHEN (LENGTH("numeric") = 15) THEN MOD(CAST((((((((((((((((0 + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 2, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 4, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 6, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 8, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 10, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 11, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 11, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 12, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 13, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 13, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 14, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 15, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 15, 1) AS NUMBER) * 2) AS NUMBER), 10))) AS NUMBER), 10) ELSE 1 END) AS "numeric_luhn__15", (CASE WHEN (LENGTH("numeric") = 16) THEN MOD(CAST(((((((((((((((((0 + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 2, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 4, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 6, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 8, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 10, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 11, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 11, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 12, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 13, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 13, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 14, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 15, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 15, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 16, 1) AS NUMBER)) AS NUMBER), 10) ELSE 1 END) AS "numeric_luhn__16", (CASE WHEN (LENGTH("numeric") = 17) THEN MOD(CAST((((((((((((((((((0 + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 2, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 4, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 6, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 8, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 10, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 11, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 11, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 12, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 13, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 13, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 14, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 15, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 15, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 16, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 17, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 17, 1) AS NUMBER) * 2) AS NUMBER), 10))) AS NUMBER), 10) ELSE 1 END) AS "numeric_luhn__17", (CASE WHEN (LENGTH("numeric") = 18) THEN MOD(CAST(((((((((((((((((((0 + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 2, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 4, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 6, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 8, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 10, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 11, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 11, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 12, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 13, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 13, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 14, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 15, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 15, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 16, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 17, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 17, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 18, 1) AS NUMBER)) AS NUMBER), 10) ELSE 1 END) AS "numeric_luhn__18", (CASE WHEN (LENGTH("numeric") = 19) THEN MOD(CAST((((((((((((((((((((0 + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 1, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 2, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 3, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 4, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 5, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 6, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 7, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 8, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 9, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 10, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 11, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 11, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 12, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 13, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 13, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 14, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 15, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 15, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 16, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 17, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 17, 1) AS NUMBER) * 2) AS NUMBER), 10))) + CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 18, 1) AS NUMBER)) + (FLOOR(((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 19, 1) AS NUMBER) * 2) / 10)) + MOD(CAST((CAST(SUBSTRING(CAST("numeric" AS VARCHAR), 19, 1) AS NUMBER) * 2) AS NUMBER), 10))) AS NUMBER), 10) ELSE 1 END) AS "numeric_luhn__19", (CASE WHEN RLIKE("numeric", '^[0-9]{3}[^A-Za-z0-9]{0,1}[0-9]{2}[^A-Za-z0-9]{0,1}[0-9]{4}$', 'c') THEN 1 ELSE 0 END) AS "US_SocialSecurityNumber_regex", (CASE WHEN RLIKE("numeric", '^[0-9]{12,19}$|^[0-9]{4}[^A-Za-z0-9]{1}[0-9]{4}[^A-Za-z0-9]{1}[0-9]{4}[^A-Za-z0-9]{1}[0-9]{4}$|^[0-9]{4}[^A-Za-z0-9]{1}[0-9]{6}[^A-Za-z0-9]{1}[0-9]{5}$', 'c') THEN 1 ELSE 0 END) AS "CreditCardNumber_regex", (CASE WHEN RLIKE("numeric", '^[0-9]{3}[^A-Za-z0-9]{0,1}[0-9]{3}[^A-Za-z0-9]{0,1}[0-9]{3}$', 'c') THEN 1 ELSE 0 END) AS "CA_SocialInsuranceNumber_regex", (CASE WHEN RLIKE("numeric", '^[0-9A-Z]{1}[^A-Za-z0-9]{0,1}[0-9]{7,8}[^A-Za-z0-9]{0,1}[A-Z0-9]{1}$', 'c') THEN 1 ELSE 0 END) AS "ES_NumeroIdentificacionFiscal_regex", (CASE WHEN RLIKE("numeric", '^[A-Z]{2}[^A-Za-z0-9]{0,1}[0-9]{2}[^A-Za-z0-9]{0,1}[0-9]{2}[^A-Za-z0-9]{0,1}[0-9]{2}[^A-Za-z0-9]{0,1}[A-Z]{1}$', 'c') THEN 1 ELSE 0 END) AS "UK_NationalInsuranceNumber_regex", (CASE WHEN RLIKE("numeric", '^[0-9]{13,15}[^A-Za-z0-9]{0,1}[0-9]{2}$', 'c') THEN 1 ELSE 0 END) AS "FR_INSEENumber_regex", (CASE WHEN RLIKE("value", '^[0-9]+$', 'c') THEN 1 ELSE 0 END) AS "Numeric_regex", (CASE WHEN RLIKE("value", '^[a-z]+$', 'c') THEN 1 ELSE 0 END) AS "LowerCase_regex", (CASE WHEN RLIKE("value", '^[A-Z]+$', 'c') THEN 1 ELSE 0 END) AS "UpperCase_regex", (CASE WHEN RLIKE("value", '^[A-Za-z]+$', 'c') THEN 1 ELSE 0 END) AS "Alphabetic_regex", (CASE WHEN RLIKE("value", '^[A-Za-z0-9]+$', 'c') THEN 1 ELSE 0 END) AS "Alphanumeric_regex" FROM fpe_filter_cte),
fpe_agg_cte AS (SELECT "column", MAX(LENGTH("numeric")) AS "numeric_maxStrLen", MIN(LENGTH("numeric")) AS "numeric_minStrLen", (CASE WHEN (SUM("numeric_insee") = 0) THEN TRUE ELSE FALSE END) AS "numeric_insee__isValid", (CASE WHEN (SUM("numeric_luhn__9") = 0) THEN TRUE ELSE FALSE END) AS "numeric_luhn__9_isValid", (CASE WHEN (SUM("numeric_luhn__10") = 0) THEN TRUE ELSE FALSE END) AS "numeric_luhn__10_isValid", (CASE WHEN (SUM("numeric_luhn__11") = 0) THEN TRUE ELSE FALSE END) AS "numeric_luhn__11_isValid", (CASE WHEN (SUM("numeric_luhn__12") = 0) THEN TRUE ELSE FALSE END) AS "numeric_luhn__12_isValid", (CASE WHEN (SUM("numeric_luhn__13") = 0) THEN TRUE ELSE FALSE END) AS "numeric_luhn__13_isValid", (CASE WHEN (SUM("numeric_luhn__14") = 0) THEN TRUE ELSE FALSE END) AS "numeric_luhn__14_isValid", (CASE WHEN (SUM("numeric_luhn__15") = 0) THEN TRUE ELSE FALSE END) AS "numeric_luhn__15_isValid", (CASE WHEN (SUM("numeric_luhn__16") = 0) THEN TRUE ELSE FALSE END) AS "numeric_luhn__16_isValid", (CASE WHEN (SUM("numeric_luhn__17") = 0) THEN TRUE ELSE FALSE END) AS "numeric_luhn__17_isValid", (CASE WHEN (SUM("numeric_luhn__18") = 0) THEN TRUE ELSE FALSE END) AS "numeric_luhn__18_isValid", (CASE WHEN (SUM("numeric_luhn__19") = 0) THEN TRUE ELSE FALSE END) AS "numeric_luhn__19_isValid", (CASE WHEN (SUM("US_SocialSecurityNumber_regex") = COUNT("US_SocialSecurityNumber_regex")) THEN TRUE ELSE FALSE END) AS "US_SocialSecurityNumber_regex_isValid", (CASE WHEN (SUM("CreditCardNumber_regex") = COUNT("CreditCardNumber_regex")) THEN TRUE ELSE FALSE END) AS "CreditCardNumber_regex_isValid", (CASE WHEN (SUM("CA_SocialInsuranceNumber_regex") = COUNT("CA_SocialInsuranceNumber_regex")) THEN TRUE ELSE FALSE END) AS "CA_SocialInsuranceNumber_regex_isValid", (CASE WHEN (SUM("ES_NumeroIdentificacionFiscal_regex") = COUNT("ES_NumeroIdentificacionFiscal_regex")) THEN TRUE ELSE FALSE END) AS "ES_NumeroIdentificacionFiscal_regex_isValid", (CASE WHEN (SUM("UK_NationalInsuranceNumber_regex") = COUNT("UK_NationalInsuranceNumber_regex")) THEN TRUE ELSE FALSE END) AS "UK_NationalInsuranceNumber_regex_isValid", (CASE WHEN (SUM("FR_INSEENumber_regex") = COUNT("FR_INSEENumber_regex")) THEN TRUE ELSE FALSE END) AS "FR_INSEENumber_regex_isValid", (CASE WHEN (SUM("Numeric_regex") = COUNT("Numeric_regex")) THEN TRUE ELSE FALSE END) AS "Numeric_regex_isValid", (CASE WHEN (SUM("LowerCase_regex") = COUNT("LowerCase_regex")) THEN TRUE ELSE FALSE END) AS "LowerCase_regex_isValid", (CASE WHEN (SUM("UpperCase_regex") = COUNT("UpperCase_regex")) THEN TRUE ELSE FALSE END) AS "UpperCase_regex_isValid", (CASE WHEN (SUM("Alphabetic_regex") = COUNT("Alphabetic_regex")) THEN TRUE ELSE FALSE END) AS "Alphabetic_regex_isValid", (CASE WHEN (SUM("Alphanumeric_regex") = COUNT("Alphanumeric_regex")) THEN TRUE ELSE FALSE END) AS "Alphanumeric_regex_isValid" FROM cell_replacement_cte GROUP BY "column")
SELECT "column", (CASE WHEN (("US_SocialSecurityNumber_regex_isValid" = TRUE) AND (("numeric_maxStrLen" <= 11) AND ("numeric_minStrLen" >= 9))) THEN TRUE ELSE FALSE END) AS "US_SocialSecurityNumber_regex_result", (CASE WHEN ((("CreditCardNumber_regex_isValid" = TRUE) AND (("numeric_maxStrLen" <= 19) AND ("numeric_minStrLen" >= 12))) AND ("numeric_luhn__12_isValid" = 'TRUE')) THEN TRUE ELSE FALSE END) AS "CreditCardNumber_regex_luhn_12_isValid", (CASE WHEN ((("CreditCardNumber_regex_isValid" = TRUE) AND (("numeric_maxStrLen" <= 19) AND ("numeric_minStrLen" >= 12))) AND ("numeric_luhn__13_isValid" = 'TRUE')) THEN TRUE ELSE FALSE END) AS "CreditCardNumber_regex_luhn_13_isValid", (CASE WHEN ((("CreditCardNumber_regex_isValid" = TRUE) AND (("numeric_maxStrLen" <= 19) AND ("numeric_minStrLen" >= 12))) AND ("numeric_luhn__14_isValid" = 'TRUE')) THEN TRUE ELSE FALSE END) AS "CreditCardNumber_regex_luhn_14_isValid", (CASE WHEN ((("CreditCardNumber_regex_isValid" = TRUE) AND (("numeric_maxStrLen" <= 19) AND ("numeric_minStrLen" >= 12))) AND ("numeric_luhn__15_isValid" = 'TRUE')) THEN TRUE ELSE FALSE END) AS "CreditCardNumber_regex_luhn_15_isValid", (CASE WHEN ((("CreditCardNumber_regex_isValid" = TRUE) AND (("numeric_maxStrLen" <= 19) AND ("numeric_minStrLen" >= 12))) AND ("numeric_luhn__16_isValid" = 'TRUE')) THEN TRUE ELSE FALSE END) AS "CreditCardNumber_regex_luhn_16_isValid", (CASE WHEN ((("CreditCardNumber_regex_isValid" = TRUE) AND (("numeric_maxStrLen" <= 19) AND ("numeric_minStrLen" >= 12))) AND ("numeric_luhn__17_isValid" = 'TRUE')) THEN TRUE ELSE FALSE END) AS "CreditCardNumber_regex_luhn_17_isValid", (CASE WHEN ((("CreditCardNumber_regex_isValid" = TRUE) AND (("numeric_maxStrLen" <= 19) AND ("numeric_minStrLen" >= 12))) AND ("numeric_luhn__18_isValid" = 'TRUE')) THEN TRUE ELSE FALSE END) AS "CreditCardNumber_regex_luhn_18_isValid", (CASE WHEN ((("CreditCardNumber_regex_isValid" = TRUE) AND (("numeric_maxStrLen" <= 19) AND ("numeric_minStrLen" >= 12))) AND ("numeric_luhn__19_isValid" = 'TRUE')) THEN TRUE ELSE FALSE END) AS "CreditCardNumber_regex_luhn_19_isValid", (CASE WHEN ((("CA_SocialInsuranceNumber_regex_isValid" = TRUE) AND (("numeric_maxStrLen" <= 11) AND ("numeric_minStrLen" >= 9))) AND ("numeric_luhn__9_isValid" = 'TRUE')) THEN TRUE ELSE FALSE END) AS "CA_SocialInsuranceNumber_regex_luhn_9_isValid", (CASE WHEN ((("CA_SocialInsuranceNumber_regex_isValid" = TRUE) AND (("numeric_maxStrLen" <= 11) AND ("numeric_minStrLen" >= 9))) AND ("numeric_luhn__10_isValid" = 'TRUE')) THEN TRUE ELSE FALSE END) AS "CA_SocialInsuranceNumber_regex_luhn_10_isValid", (CASE WHEN ((("CA_SocialInsuranceNumber_regex_isValid" = TRUE) AND (("numeric_maxStrLen" <= 11) AND ("numeric_minStrLen" >= 9))) AND ("numeric_luhn__11_isValid" = 'TRUE')) THEN TRUE ELSE FALSE END) AS "CA_SocialInsuranceNumber_regex_luhn_11_isValid", (CASE WHEN (("ES_NumeroIdentificacionFiscal_regex_isValid" = TRUE) AND (("numeric_maxStrLen" <= 11) AND ("numeric_minStrLen" >= 9))) THEN TRUE ELSE FALSE END) AS "ES_NumeroIdentificacionFiscal_regex_result", (CASE WHEN (("UK_NationalInsuranceNumber_regex_isValid" = TRUE) AND (("numeric_maxStrLen" <= 13) AND ("numeric_minStrLen" >= 9))) THEN TRUE ELSE FALSE END) AS "UK_NationalInsuranceNumber_regex_result", (CASE WHEN ((("FR_INSEENumber_regex_isValid" = TRUE) AND (("numeric_maxStrLen" <= 19) AND ("numeric_minStrLen" >= 15))) AND ("numeric_insee__isValid" = 'TRUE')) THEN TRUE ELSE FALSE END) AS "FR_INSEENumber_regex_insee_isValid", (CASE WHEN ("Numeric_regex_isValid" = TRUE) THEN TRUE ELSE FALSE END) AS "Numeric_regex_result", (CASE WHEN ("LowerCase_regex_isValid" = TRUE) THEN TRUE ELSE FALSE END) AS "LowerCase_regex_result", (CASE WHEN ("UpperCase_regex_isValid" = TRUE) THEN TRUE ELSE FALSE END) AS "UpperCase_regex_result", (CASE WHEN ("Alphabetic_regex_isValid" = TRUE) THEN TRUE ELSE FALSE END) AS "Alphabetic_regex_result", (CASE WHEN ("Alphanumeric_regex_isValid" = TRUE) THEN TRUE ELSE FALSE END) AS "Alphanumeric_regex_result" FROM fpe_agg_cte ORDER BY "column"

Immuta Fingerprint SQL-3 in Snowflake:

WITH FIRST__NAME_value__count_cte AS (SELECT "FIRST_NAME" AS "FIRST__NAME_value", COUNT("FIRST_NAME") AS "FIRST__NAME_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("FIRST_NAME" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "FIRST_NAME"),
LAST__NAME_value__count_cte AS (SELECT "LAST_NAME" AS "LAST__NAME_value", COUNT("LAST_NAME") AS "LAST__NAME_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("LAST_NAME" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "LAST_NAME"),
EMAIL_value__count_cte AS (SELECT "EMAIL" AS "EMAIL_value", COUNT("EMAIL") AS "EMAIL_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("EMAIL" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "EMAIL"),
GENDER_value__count_cte AS (SELECT "GENDER" AS "GENDER_value", COUNT("GENDER") AS "GENDER_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("GENDER" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "GENDER"),
RACE_value__count_cte AS (SELECT "RACE" AS "RACE_value", COUNT("RACE") AS "RACE_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("RACE" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "RACE"),
SSN_value__count_cte AS (SELECT "SSN" AS "SSN_value", COUNT("SSN") AS "SSN_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("SSN" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "SSN"),
DEPT_value__count_cte AS (SELECT "DEPT" AS "DEPT_value", COUNT("DEPT") AS "DEPT_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("DEPT" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "DEPT"),
JOB_value__count_cte AS (SELECT "JOB" AS "JOB_value", COUNT("JOB") AS "JOB_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("JOB" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "JOB"),
SKILLS_value__count_cte AS (SELECT "SKILLS" AS "SKILLS_value", COUNT("SKILLS") AS "SKILLS_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("SKILLS" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "SKILLS"),
TYPE_value__count_cte AS (SELECT "TYPE" AS "TYPE_value", COUNT("TYPE") AS "TYPE_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("TYPE" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "TYPE"),
FIRST__NAME_frequency__count_cte AS (SELECT "FIRST__NAME_count" AS "FIRST__NAME_frequency", COUNT("FIRST__NAME_count") AS "FIRST__NAME_frequency__count" FROM FIRST__NAME_value__count_cte GROUP BY "FIRST__NAME_count"),
LAST__NAME_frequency__count_cte AS (SELECT "LAST__NAME_count" AS "LAST__NAME_frequency", COUNT("LAST__NAME_count") AS "LAST__NAME_frequency__count" FROM LAST__NAME_value__count_cte GROUP BY "LAST__NAME_count"),
EMAIL_frequency__count_cte AS (SELECT "EMAIL_count" AS "EMAIL_frequency", COUNT("EMAIL_count") AS "EMAIL_frequency__count" FROM EMAIL_value__count_cte GROUP BY "EMAIL_count"),
GENDER_frequency__count_cte AS (SELECT "GENDER_count" AS "GENDER_frequency", COUNT("GENDER_count") AS "GENDER_frequency__count" FROM GENDER_value__count_cte GROUP BY "GENDER_count"),
RACE_frequency__count_cte AS (SELECT "RACE_count" AS "RACE_frequency", COUNT("RACE_count") AS "RACE_frequency__count" FROM RACE_value__count_cte GROUP BY "RACE_count"),
SSN_frequency__count_cte AS (SELECT "SSN_count" AS "SSN_frequency", COUNT("SSN_count") AS "SSN_frequency__count" FROM SSN_value__count_cte GROUP BY "SSN_count"),
DEPT_frequency__count_cte AS (SELECT "DEPT_count" AS "DEPT_frequency", COUNT("DEPT_count") AS "DEPT_frequency__count" FROM DEPT_value__count_cte GROUP BY "DEPT_count"),
JOB_frequency__count_cte AS (SELECT "JOB_count" AS "JOB_frequency", COUNT("JOB_count") AS "JOB_frequency__count" FROM JOB_value__count_cte GROUP BY "JOB_count"),
SKILLS_frequency__count_cte AS (SELECT "SKILLS_count" AS "SKILLS_frequency", COUNT("SKILLS_count") AS "SKILLS_frequency__count" FROM SKILLS_value__count_cte GROUP BY "SKILLS_count"),
TYPE_frequency__count_cte AS (SELECT "TYPE_count" AS "TYPE_frequency", COUNT("TYPE_count") AS "TYPE_frequency__count" FROM TYPE_value__count_cte GROUP BY "TYPE_count"),
combined_counts_cte AS ((
SELECT 'FIRST_NAME' AS "column_name", "FIRST__NAME_frequency" AS "frequency", "FIRST__NAME_frequency__count" AS "frequency_count" FROM FIRST__NAME_frequency__count_cte
)
UNION ALL
(
SELECT 'FIRST_NAME' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("FIRST_NAME" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'LAST_NAME' AS "column_name", "LAST__NAME_frequency" AS "frequency", "LAST__NAME_frequency__count" AS "frequency_count" FROM LAST__NAME_frequency__count_cte
)
UNION ALL
(
SELECT 'LAST_NAME' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("LAST_NAME" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'EMAIL' AS "column_name", "EMAIL_frequency" AS "frequency", "EMAIL_frequency__count" AS "frequency_count" FROM EMAIL_frequency__count_cte
)
UNION ALL
(
SELECT 'EMAIL' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("EMAIL" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'GENDER' AS "column_name", "GENDER_frequency" AS "frequency", "GENDER_frequency__count" AS "frequency_count" FROM GENDER_frequency__count_cte
)
UNION ALL
(
SELECT 'GENDER' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("GENDER" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'RACE' AS "column_name", "RACE_frequency" AS "frequency", "RACE_frequency__count" AS "frequency_count" FROM RACE_frequency__count_cte
)
UNION ALL
(
SELECT 'RACE' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("RACE" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'SSN' AS "column_name", "SSN_frequency" AS "frequency", "SSN_frequency__count" AS "frequency_count" FROM SSN_frequency__count_cte
)
UNION ALL
(
SELECT 'SSN' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("SSN" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'DEPT' AS "column_name", "DEPT_frequency" AS "frequency", "DEPT_frequency__count" AS "frequency_count" FROM DEPT_frequency__count_cte
)
UNION ALL
(
SELECT 'DEPT' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("DEPT" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'JOB' AS "column_name", "JOB_frequency" AS "frequency", "JOB_frequency__count" AS "frequency_count" FROM JOB_frequency__count_cte
)
UNION ALL
(
SELECT 'JOB' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("JOB" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'SKILLS' AS "column_name", "SKILLS_frequency" AS "frequency", "SKILLS_frequency__count" AS "frequency_count" FROM SKILLS_frequency__count_cte
)
UNION ALL
(
SELECT 'SKILLS' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("SKILLS" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'TYPE' AS "column_name", "TYPE_frequency" AS "frequency", "TYPE_frequency__count" AS "frequency_count" FROM TYPE_frequency__count_cte
)
UNION ALL
(
SELECT 'TYPE' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("TYPE" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
))
SELECT "column_name", "frequency", "frequency_count" FROM combined_counts_cte ORDER BY "column_name", "frequency_count"

Immuta Fingerprint SQL-4 in Snowflake:

WITH stats_cte AS (SELECT "ID" AS "ID", (MIN("ID") OVER ()) AS "ID_min", (MAX("ID") OVER ()) AS "ID_max", ((LEAD("ID", 2) OVER (ORDER BY "ID")) - "ID") AS "ID_binDiff", "SALARY" AS "SALARY", (MIN("SALARY") OVER ()) AS "SALARY_min", (MAX("SALARY") OVER ()) AS "SALARY_max", ((LEAD("SALARY", 2) OVER (ORDER BY "SALARY")) - "SALARY") AS "SALARY_binDiff", "BRAND_ID" AS "BRAND_ID", (MIN("BRAND_ID") OVER ()) AS "BRAND__ID_min", (MAX("BRAND_ID") OVER ()) AS "BRAND__ID_max", ((LEAD("BRAND_ID", 2) OVER (ORDER BY "BRAND_ID")) - "BRAND_ID") AS "BRAND__ID_binDiff" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR")
SELECT COUNT("ID") AS "ID_size", (PERCENTILE_CONT(0.75) WITHIN GROUP(ORDER BY "ID") - PERCENTILE_CONT(0.25) WITHIN GROUP(ORDER BY "ID")) AS "ID_iqr", ANY_VALUE("ID_min") AS "ID_min", ANY_VALUE("ID_max") AS "ID_max", (CASE WHEN (COUNT(DISTINCT("ID")) >= 2) THEN MIN("ID_binDiff") ELSE 1 END) AS "ID_minBinSize", COUNT("SALARY") AS "SALARY_size", (PERCENTILE_CONT(0.75) WITHIN GROUP(ORDER BY "SALARY") - PERCENTILE_CONT(0.25) WITHIN GROUP(ORDER BY "SALARY")) AS "SALARY_iqr", ANY_VALUE("SALARY_min") AS "SALARY_min", ANY_VALUE("SALARY_max") AS "SALARY_max", (CASE WHEN (COUNT(DISTINCT("SALARY")) >= 2) THEN MIN("SALARY_binDiff") ELSE 1 END) AS "SALARY_minBinSize", COUNT("BRAND_ID") AS "BRAND__ID_size", (PERCENTILE_CONT(0.75) WITHIN GROUP(ORDER BY "BRAND_ID") - PERCENTILE_CONT(0.25) WITHIN GROUP(ORDER BY "BRAND_ID")) AS "BRAND__ID_iqr", ANY_VALUE("BRAND__ID_min") AS "BRAND__ID_min", ANY_VALUE("BRAND__ID_max") AS "BRAND__ID_max", (CASE WHEN (COUNT(DISTINCT("BRAND_ID")) >= 2) THEN MIN("BRAND__ID_binDiff") ELSE 1 END) AS "BRAND__ID_minBinSize" FROM stats_cte

Immuta Fingerprint SQL-5 Snowflake:

WITH FIRST__NAME_value__count_cte AS (SELECT "FIRST_NAME" AS "FIRST__NAME_value", COUNT("FIRST_NAME") AS "FIRST__NAME_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("FIRST_NAME" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "FIRST_NAME"),
LAST__NAME_value__count_cte AS (SELECT "LAST_NAME" AS "LAST__NAME_value", COUNT("LAST_NAME") AS "LAST__NAME_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("LAST_NAME" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "LAST_NAME"),
EMAIL_value__count_cte AS (SELECT "EMAIL" AS "EMAIL_value", COUNT("EMAIL") AS "EMAIL_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("EMAIL" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "EMAIL"),
GENDER_value__count_cte AS (SELECT "GENDER" AS "GENDER_value", COUNT("GENDER") AS "GENDER_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("GENDER" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "GENDER"),
RACE_value__count_cte AS (SELECT "RACE" AS "RACE_value", COUNT("RACE") AS "RACE_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("RACE" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "RACE"),
SSN_value__count_cte AS (SELECT "SSN" AS "SSN_value", COUNT("SSN") AS "SSN_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("SSN" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "SSN"),
DEPT_value__count_cte AS (SELECT "DEPT" AS "DEPT_value", COUNT("DEPT") AS "DEPT_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("DEPT" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "DEPT"),
JOB_value__count_cte AS (SELECT "JOB" AS "JOB_value", COUNT("JOB") AS "JOB_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("JOB" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "JOB"),
SKILLS_value__count_cte AS (SELECT "SKILLS" AS "SKILLS_value", COUNT("SKILLS") AS "SKILLS_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("SKILLS" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "SKILLS"),
TYPE_value__count_cte AS (SELECT "TYPE" AS "TYPE_value", COUNT("TYPE") AS "TYPE_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" WHERE (COALESCE(NULLIF(CAST("TYPE" AS VARCHAR), ''), NULL) IS NOT NULL) GROUP BY "TYPE"),
FIRST__NAME_frequency__count_cte AS (SELECT "FIRST__NAME_count" AS "FIRST__NAME_frequency", COUNT("FIRST__NAME_count") AS "FIRST__NAME_frequency__count" FROM FIRST__NAME_value__count_cte GROUP BY "FIRST__NAME_count"),
LAST__NAME_frequency__count_cte AS (SELECT "LAST__NAME_count" AS "LAST__NAME_frequency", COUNT("LAST__NAME_count") AS "LAST__NAME_frequency__count" FROM LAST__NAME_value__count_cte GROUP BY "LAST__NAME_count"),
EMAIL_frequency__count_cte AS (SELECT "EMAIL_count" AS "EMAIL_frequency", COUNT("EMAIL_count") AS "EMAIL_frequency__count" FROM EMAIL_value__count_cte GROUP BY "EMAIL_count"),
GENDER_frequency__count_cte AS (SELECT "GENDER_count" AS "GENDER_frequency", COUNT("GENDER_count") AS "GENDER_frequency__count" FROM GENDER_value__count_cte GROUP BY "GENDER_count"),
RACE_frequency__count_cte AS (SELECT "RACE_count" AS "RACE_frequency", COUNT("RACE_count") AS "RACE_frequency__count" FROM RACE_value__count_cte GROUP BY "RACE_count"),
SSN_frequency__count_cte AS (SELECT "SSN_count" AS "SSN_frequency", COUNT("SSN_count") AS "SSN_frequency__count" FROM SSN_value__count_cte GROUP BY "SSN_count"),
DEPT_frequency__count_cte AS (SELECT "DEPT_count" AS "DEPT_frequency", COUNT("DEPT_count") AS "DEPT_frequency__count" FROM DEPT_value__count_cte GROUP BY "DEPT_count"),
JOB_frequency__count_cte AS (SELECT "JOB_count" AS "JOB_frequency", COUNT("JOB_count") AS "JOB_frequency__count" FROM JOB_value__count_cte GROUP BY "JOB_count"),
SKILLS_frequency__count_cte AS (SELECT "SKILLS_count" AS "SKILLS_frequency", COUNT("SKILLS_count") AS "SKILLS_frequency__count" FROM SKILLS_value__count_cte GROUP BY "SKILLS_count"),
TYPE_frequency__count_cte AS (SELECT "TYPE_count" AS "TYPE_frequency", COUNT("TYPE_count") AS "TYPE_frequency__count" FROM TYPE_value__count_cte GROUP BY "TYPE_count"),
combined_counts_cte AS ((
SELECT 'FIRST_NAME' AS "column_name", "FIRST__NAME_frequency" AS "frequency", "FIRST__NAME_frequency__count" AS "frequency_count" FROM FIRST__NAME_frequency__count_cte
)
UNION ALL
(
SELECT 'FIRST_NAME' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("FIRST_NAME" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'LAST_NAME' AS "column_name", "LAST__NAME_frequency" AS "frequency", "LAST__NAME_frequency__count" AS "frequency_count" FROM LAST__NAME_frequency__count_cte
)
UNION ALL
(
SELECT 'LAST_NAME' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("LAST_NAME" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'EMAIL' AS "column_name", "EMAIL_frequency" AS "frequency", "EMAIL_frequency__count" AS "frequency_count" FROM EMAIL_frequency__count_cte
)
UNION ALL
(
SELECT 'EMAIL' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("EMAIL" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'GENDER' AS "column_name", "GENDER_frequency" AS "frequency", "GENDER_frequency__count" AS "frequency_count" FROM GENDER_frequency__count_cte
)
UNION ALL
(
SELECT 'GENDER' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("GENDER" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'RACE' AS "column_name", "RACE_frequency" AS "frequency", "RACE_frequency__count" AS "frequency_count" FROM RACE_frequency__count_cte
)
UNION ALL
(
SELECT 'RACE' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("RACE" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'SSN' AS "column_name", "SSN_frequency" AS "frequency", "SSN_frequency__count" AS "frequency_count" FROM SSN_frequency__count_cte
)
UNION ALL
(
SELECT 'SSN' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("SSN" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'DEPT' AS "column_name", "DEPT_frequency" AS "frequency", "DEPT_frequency__count" AS "frequency_count" FROM DEPT_frequency__count_cte
)
UNION ALL
(
SELECT 'DEPT' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("DEPT" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'JOB' AS "column_name", "JOB_frequency" AS "frequency", "JOB_frequency__count" AS "frequency_count" FROM JOB_frequency__count_cte
)
UNION ALL
(
SELECT 'JOB' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("JOB" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'SKILLS' AS "column_name", "SKILLS_frequency" AS "frequency", "SKILLS_frequency__count" AS "frequency_count" FROM SKILLS_frequency__count_cte
)
UNION ALL
(
SELECT 'SKILLS' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("SKILLS" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
)
UNION ALL
(
SELECT 'TYPE' AS "column_name", "TYPE_frequency" AS "frequency", "TYPE_frequency__count" AS "frequency_count" FROM TYPE_frequency__count_cte
)
UNION ALL
(
SELECT 'TYPE' AS "column_name", -1 AS "frequency", COALESCE(SUM((CASE WHEN (COALESCE(NULLIF(CAST("TYPE" AS VARCHAR), ''), NULL) IS NULL) THEN 1 ELSE 0 END)), 0) AS "frequency_count" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR"
))
SELECT "column_name", "frequency", "frequency_count" FROM combined_counts_cte ORDER BY "column_name", "frequency_count"

Immuta Activity: NativeSDD job in Snowflake:

query is executed by the datasource ingestion Snowflake user
query is not executed by Immuta <db name>_SYSTEM_ACCOUNT user.

Immuta NativeSDD SQL in Snowflake:

-- each 'SELECT' associates to an Immuta identifier
WITH table_sample_cte AS (SELECT "FIRST_NAME", "LAST_NAME", "EMAIL", "GENDER", "RACE", "SSN", "DEPT", "JOB", "SKILLS", "TYPE" FROM "BC_DATA"."POV_DATA_0717"."IMMUTA_FAKEHR" TABLESAMPLE (9433 ROWS)),
pivot_cte AS (SELECT "column", "value" FROM table_sample_cte UNPIVOT("value" FOR "column" IN ("FIRST_NAME","LAST_NAME","EMAIL","GENDER","RACE","SSN","DEPT","JOB","SKILLS","TYPE")))
(
SELECT "column", 'AGE' AS "pattern", (CASE WHEN RLIKE("value", '^((\\d{2}|1[012]\\d)(\\.\\d{0,20}){0,1})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'ARGENTINA_DNI_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^([0123456789]{2}[\\.][0123456789]{3}[\\.][\\d]{3})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'AUSTRALIA_MEDICARE_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^([23456][0123456789]{3}[ ][0123456789]{5}[ ][0123456789][/][0123456789]{0,1})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'AUSTRALIA_PASSPORT' AS "pattern", (CASE WHEN RLIKE("value", '^(([NEDFACUX]|P[ABCDEFUWXZ])[0123456789]{7})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'BELGIUM_NATIONAL_ID_CARD_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^([0123456789]{3}\\-[0123456789]{7}\\-?[0123456789]{2})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'BITCOIN_INVOICE_ADDRESS' AS "pattern", (CASE WHEN RLIKE("value", '^(([13]{1}[123456789abcdefghijkmnopqrstuvwxyzABCDEFGHJKLMNPQRSTUVWXYZ]{25,34}|bc1[023456789acdefghjklmnpqrstuvwxyz]{39}))$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'BRAZIL_CPF_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^([0123456789]{3}[\\^\\d]?[0123456789]{3}[\\^\\d]?[0123456789]{3}[\\^\\d]?[0123456789]{2})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'CANADA_BC_PHN' AS "pattern", (CASE WHEN RLIKE("value", '^([0123456789]{4}[\\- ][0123456789]{3}[\\- ][0123456789]{3})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'CANADA_OHIP' AS "pattern", (CASE WHEN RLIKE("value", '^([0123456789]{4}[\\- ]{0,1}[0123456789]{3}[\\- ]{0,1}[0123456789]{3}[\\- ]{0,1}[ABCDEFGHIJKLMNOPQRSTUVWXYZ]{2})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'CANADA_PASSPORT' AS "pattern", (CASE WHEN RLIKE("value", '^([ABCDEFGHIJKLMNOPQRSTUVWXYZ]{2}[0123456789]{6})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'CANADA_QUEBEC_HIN' AS "pattern", (CASE WHEN RLIKE("value", '^([ABCDEFGHIJKLMNOPQRSTUVWXYZ]{4}[ \\-]?[0123456789]{2}(01|02|03|04|05|06|07|08|09|10|11|12|51|52|53|54|55|56|57|58|59|60|61|62)[ \\-]?[0123][0123456789]{3})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'CREDIT_CARD_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^((:?((5018|5020|5038|5[678]\\d{2}|6304|6759|676[123]|0604|6390)[\\- ]?(\\d{4})[\\- ]?(\\d{4}))|((4\\d{3}|5[012345]\\d{2}|6\\d{3}|1\\d{3}|3\\d{3}|22\\d{2})[\\- ]?(\\d{3,4})[\\- ]?(\\d{3,4})[\\- ]?(\\d{3,5}))|((4\\d{3}|6\\d{3}|3\\d{3})[\\- ]?(\\d{4})[\\- ]?(\\d{4})[\\- ]?(\\d{4})[\\- ]?(\\d{2,3}))))$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'DATE' AS "pattern", (CASE WHEN RLIKE("value", '^((:?((:?([mM][oO][nN]|[tT][uU][eE]([sS])?|[wW][eE][dD]([nN][eE][sS])?|[tT][hH][uU]([rR]([sS]))?|[fF][rR][iI]|[sS][aA][tT]|[sS][uU][nN])([dD][aA][yY])?(,)?\\s)?(\\d|[0]\\d|[1][012])[\\/\\-](\\d|[012]\\d|[3][01])[\\/\\-]([2][01]|[1][6789])?\\d{2}((\\s|[tT])((0?\\d|1\\d|2[0123]):[012345]\\d(:[012345]\\d(\\.\\d{0,14})?)?[\\sS]?([pP][mM]|[aA][mM]|[pP][mM]|[aA][mM])?(\\s)?([uU][tT][cC]|[uU][tT][cC]|\\+\\d{2}(:)?(\\d{2}?))?))?)|((:?([mM][oO][nN]|[tT][uU][eE]([sS])?|[wW][eE][dD]([nN][eE][sS])?|[tT][hH][uU]([rR]([sS]))?|[fF][rR][iI]|[sS][aA][tT]|[sS][uU][nN])([dD][aA][yY])?(,)?\\s)?(\\d|[012]\\d|[3][01])[\\/\\-](\\d|[0]\\d|[1][012])[\\/\\-]([2][01]|[1][6789])?\\d{2}((\\s|[tT])((0?\\d|1\\d|2[0123]):[012345]\\d(:[012345]\\d(\\.\\d{0,14})?)?[\\sS]?([pP][mM]|[aA][mM]|[pP][mM]|[aA][mM])?(\\s)?([uU][tT][cC]|[uU][tT][cC]|\\+\\d{2}(:)?(\\d{2}?))?))?)|((:?([mM][oO][nN]|[tT][uU][eE]([sS])?|[wW][eE][dD]([nN][eE][sS])?|[tT][hH][uU]([rR]([sS]))?|[fF][rR][iI]|[sS][aA][tT]|[sS][uU][nN])([dD][aA][yY])?(,)?\\s)?([2][01]|[1][6789])\\d{2}[\\/\\-](\\d|[0]\\d|[1][012])[\\/\\-](\\d|[012]\\d|[3][01])((\\s|[tT])((0?\\d|1\\d|2[0123]):[012345]\\d(:[012345]\\d(\\.\\d{0,14})?)?[\\sS]?([pP][mM]|[aA][mM]|[pP][mM]|[aA][mM])?(\\s)?([uU][tT][cC]|[uU][tT][cC]|\\+\\d{2}(:)?(\\d{2}?))?))?)|((([jJ][aA][nN]|[fF][eE][bB][rR])[uU][aA][rR][yY]|[mM][aA][rR][cC][hH]|[aA][pP][rR][iI][lL]|[mM][aA][yY]|[jJ][uU]([nN][eE]|[lL][yY])|[aA][uU][gG][uU][sS][tT]|([sS][eE][pP][tT][eE]|[nN][oO][vV][eE]|[dD][eE][cC][eE]|[oO][cC][tT][oO])[mM][bB][eE][rR]))|((:?([mM][oO][nN]|[tT][uU][eE]([sS])?|[wW][eE][dD]([nN][eE][sS])?|[tT][hH][uU]([rR]([sS]))?|[fF][rR][iI]|[sS][aA][tT]|[sS][uU][nN])([dD][aA][yY])?(,)?\\s)?(((([jJ][aA][nN]([uU][aA][rR][yY])?|[mM][aA]([rR]([cC][hH])?|[yY])|[jJ][uU][lL]([yY])?|[aA][uU][gG]([uU][sS][tT])?|[oO][cC][tT]([oO][bB][eE][rR])?|[dD][eE][cC]([eE][mM][bB][eE][rR])?)[\\-\\,\\sS\\/\\\\]31)|(([jJ][aA][nN]([uU][aA][rR][yY])?|[mM][aA]([rR]([cC][hH])?|[yY])|[aA][pP][rR]([iI][lL])?|[jJ][uU](([lL][yY]?)|([nN][eE]?))|[aA][uU][gG]([uU][sS][tT])?|[oO][cC][tT]([oO][bB][eE][rR])?|([sS][eE][pP][tT]|[nN][oO][vV]|[dD][eE][cC])([eE][mM][bB][eE][rR])?)[\\-\\,\\sS\\/\\\\](0?[123456789]|([12]\\d)|30))|([fF][eE][bB]([rR][uU][aA][rR][yY])?[\\-\\,\\sS\\/\\\\](0?[123456789]|1\\d|2[0123456789])))[\\-\\,\\/\\\\]?\\s?((1[6789]|[23456789]\\d)?\\d{2})?)((\\s|[tT])((0?\\d|1\\d|2[0123]):[012345]\\d(:[012345]\\d(\\.\\d{0,14})?)?[\\sS]?([pP][mM]|[aA][mM]|[pP][mM]|[aA][mM])?(\\s)?([uU][tT][cC]|[uU][tT][cC]|\\+\\d{2}(:)?(\\d{2}?))?))?)|((:?([mM][oO][nN]|[tT][uU][eE]([sS])?|[wW][eE][dD]([nN][eE][sS])?|[tT][hH][uU]([rR]([sS]))?|[fF][rR][iI]|[sS][aA][tT]|[sS][uU][nN])([dD][aA][yY])?(,)?\\s)?((31[\\-\\,\\sS\\/\\\\](([jJ][aA][nN]([uU][aA][rR][yY])?|[mM][aA]([rR]([cC][hH])?|[yY])|[jJ][uU][lL]([yY])?|[aA][uU][gG]([uU][sS][tT])?|[oO][cC][tT]([oO][bB][eE][rR])?|[dD][eE][cC]([eE][mM][bB][eE][rR])?))|(0?[123456789]|[12]\\d|30)[\\-\\,\\sS\\/\\\\](([jJ][aA][nN]([uU][aA][rR][yY])?|[mM][aA]([rR]([cC][hH])?|[yY])|[aA][pP][rR]([iI][lL])?|[jJ][uU](([lL][yY]?)|([nN][eE]?))|[aA][uU][gG]([uU][sS][tT])?|[oO][cC][tT]([oO][bB][eE][rR])?|([sS][eE][pP][tT]|[nN][oO][vV]|[dD][eE][cC])([eE][mM][bB][eE][rR])?))|((0?[123456789]|1\\d|2[0123456789])[\\-\\,\\sS\\/\\\\][fF][eE][bB]([rR][uU][aA][rR][yY])?))[\\-\\,\\/\\\\]?\\s?((1[6789]|[23456789]\\d)?\\d{2})?)((\\s|[tT])((0?\\d|1\\d|2[0123]):[012345]\\d(:[012345]\\d(\\.\\d{0,14})?)?[\\sS]?([pP][mM]|[aA][mM]|[pP][mM]|[aA][mM])?(\\s)?([uU][tT][cC]|[uU][tT][cC]|\\+\\d{2}(:)?(\\d{2}?))?))?)))$', 'i') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'DENMARK_CPR_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^(([012]\\d|3[01])(0\\d|1[012])\\d{2}\\-\\d{4})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'DOMAIN_NAME' AS "pattern", (CASE WHEN RLIKE("value", '^((((([abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789])|([abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789][abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789\\-]{0,86}[abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789]))\\.(([abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789])|([abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789][abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789\\-]{0,73}[abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789]))\\.(([abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789]{2,12}\\.[abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789]{2,12})|([abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789]{2,25})))|((([abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789])|([abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789][abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789\\-]{0,162}[abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789]))\\.(([abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789]{2,12}\\.[abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789]{2,12})|([abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789]{2,25})))))$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'EMAIL_ADDRESS' AS "pattern", (CASE WHEN RLIKE("value", '^([aAbBcCdDeEfFgGhHiIjJkKlLmMnNoOpPqQrRsStTuUvVwWxXyYzZ0123456789\\._%\\+\\-]{1,255}@[aAbBcCdDeEfFgGhHiIjJkKlLmMnNoOpPqQrRsStTuUvVwWxXyYzZ0123456789\\.\\-]{1,255}\\.[aAbBcCdDeEfFgGhHiIjJkKlLmMnNoOpPqQrRsStTuUvVwWxXyYzZ]{2,20})$', 'i') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'ETHNIC_GROUP' AS "pattern", (CASE WHEN RLIKE("value", '^(([wW][hH][iI][tT][eE])|([bB][lL][aA][cC][kK])|([aA](([fF][rR][iI][cC][aA][nN](( [aA][mM][eE][rR][iI][cC][aA][nN])|(-[aA][mM][eE][rR][iI][cC][aA][nN])))|([mM][eE][rR][iI][cC][aA][nN](( [iI][nN][dD][iI][aA][nN])|(-[iI][nN][dD][iI][aA][nN])))|([lL][aA][sS][kK][aA] [nN][aA][tT][iI][vV][eE])|([sS][iI][aA][nN])))|([nN][aA][tT][iI][vV][eE] [hH][aA][wW][aA][iI][iI][aA][nN])|([pP][aA][cC][iI][fF][iI][cC] [iI][sS][lL][aA][nN][dD][eE][rR]))$', 'i') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'FDA_CODE' AS "pattern", (CASE WHEN RLIKE("value", '^(\\d{4,6}-\\d{3,4}-\\d{1,2})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'FINLAND_NATIONAL_ID_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^(([012]\\d|3[01])(0\\d|1[012])\\d{2}[\\+\\-A]\\d{3}[0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ])$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'FRANCE_CNI' AS "pattern", (CASE WHEN RLIKE("value", '^(\\d{2}(0\\d|1[012])\\d{8})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'FRANCE_NIR' AS "pattern", (CASE WHEN RLIKE("value", '^([12]\\d{2}(0\\d|1[012]|20)\\d{2}\\d{3}\\d{3}[\\- ]{0,1}\\d{2})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'FRANCE_PASSPORT' AS "pattern", (CASE WHEN RLIKE("value", '^(\\d{2}[ABCDEFGHIJKLMNOPQRSTUVWXYZ]{2}\\d{5})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'GENDER' AS "pattern", (CASE WHEN RLIKE("value", '^([aA]([gG][eE][nN][dD][eE][rR]|[nN][dD][rR][oO][gG][yY][nN][eE])|[bB][iI](-[gG][eE][nN][dD][eE][rR]|[gG][eE][nN][dD][eE][rR])|[cC][iI][sS](-[gG][eE][nN][dD][eE][rR]|[gG][eE][nN][dD][eE][rR])?|[eE][nN][bB][yY]|[fF]([eE][mM]([aA][lL][eE]|[mM][eE])|[lL][uU][iI][dD])?|[gG][eE][nN][dD][eE][rR](-([bB][iI][nN][aA][rR][yY]|[fF][lL][uU][iI][dD]|[nN][oO][nN](-[cC][oO][nN][fF][oO][rR][mM][iI][nN][gG]|[cC][oO][nN][fF][oO][rR][mM][iI][nN][gG])|[qQ][uU][eE][eE][rR])|[bB][iI][nN][aA][rR][yY]|[fF][lL][uU][iI][dD]|[nN][oO][nN][cC][oO][nN][fF][oO][rR][mM][iI][nN][gG]|[qQ][uU][eE][eE][rR])|[iI][nN][tT][eE][rR][sS][eE][xX]|[mM]([aA][lL][eE])?|[nN]([bB]|[oO]([gG][eE][nN][dD][eE][rR]|[nN](-[bB][iI][nN][aA][rR][yY]|[bB][iI][nN][aA][rR][yY]|[cC][oO][nN][fF][oO][rR][mM][iI][nN][gG])))|[oO]([tT][hH][eE][rR])?|[pP][oO][lL][yY][gG][eE][nN][dD][eE][rR]|[qQ][uU][eE]([eE][rR]|[sS][tT][iI][oO][nN][iI][nN][gG])|[tT][rR][aA][nN][sS]([gG][eE][nN][dD][eE][rR])?|[uU][nN]([cC][eE][rR][tT][aA][iI][nN]|[sS][uU][rR][eE]))$', 'i') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'GERMANY_DRIVERS_LICENSE_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^([ABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789]\\d{2}[ABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789]{6}\\d[ABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789])$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'GERMANY_IDENTITY_CARD_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^([ABCDEFGHIJKLMNOPQRSTUVWXYZ]\\d{8})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'IBAN_CODE' AS "pattern", (CASE WHEN RLIKE("value", '^(((AF|AL|DZ|AS|AD|AO|AI|AQ|AG|AR|AM|AW|AU|AT|AZ|BS|BH|BD|BB|BY|BE|BZ|BJ|BM|BT|BO|BQ|BA|BW|BV|BR|IO|BN|BG|BF|BI|CV|KH|CM|CA|KY|CF|TD|CL|CN|CX|CC|CO|KM|CD|CG|CK|CR|HR|CU|CW|CY|CZ|CI|DK|DJ|DM|DO|EC|EG|SV|GQ|ER|EE|SZ|ET|FK|FO|FJ|FI|FR|GF|PF|TF|GA|GM|GE|DE|GH|GI|GR|GL|GD|GP|GU|GT|GG|GN|GW|GY|HT|HM|VA|HN|HK|HU|IS|IN|ID|IR|IQ|IE|IM|IL|IT|JM|JP|JE|JO|KZ|KE|KI|KP|KR|KW|KG|LA|LV|LB|LS|LR|LY|LI|LT|LU|MO|MG|MW|MY|MV|ML|MT|MH|MQ|MR|MU|YT|MX|FM|MD|MC|MN|ME|MS|MA|MZ|MM|NA|NR|NP|NL|NC|NZ|NI|NE|NG|NU|NF|MP|NO|OM|PK|PW|PS|PA|PG|PY|PE|PH|PN|PL|PT|PR|QA|MK|RO|RU|RW|RE|BL|SH|KN|LC|MF|PM|VC|WS|SM|ST|SA|SN|RS|SC|SL|SG|SX|SK|SI|SB|SO|ZA|GS|SS|ES|LK|SD|SR|SJ|SE|CH|SY|TW|TJ|TZ|TH|TL|TG|TK|TO|TT|TN|TR|TM|TC|TV|UG|UA|AE|GB|UM|US|UY|UZ|VU|VE|VN|VG|VI|WF|EH|YE|ZM|ZW|AX)[ \\-]?[0123456789]{2})(([ \\-]?[ABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789]{3,5}){2,7})([ \\-]?[ABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789]{1,3})?)$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'ICD10_CODE' AS "pattern", (CASE WHEN RLIKE("value", '^[aAbBcCdDeEfFgGhHiIjJkKlLmMnNoOpPqQrRsStTvVwWxXyYzZ][0123456789][0123456789aAbB]\\.?[0123456789aAbBcCdDeEfFgGhHiIjJkKlLmMnNoOpPqQrRsStTvVwWxXyYzZ]{0,4}$', 'i') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'IMEI_HARDWARE_ID' AS "pattern", (CASE WHEN RLIKE("value", '^(\\d{2}[ \\-]?\\d{6}[ \\-]?\\d{6}[ \\-]?\\d)$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'IP_ADDRESS' AS "pattern", (CASE WHEN RLIKE("value", '^((((25[012345]|2[01234][0123456789]|[01]?[0123456789][0123456789]?)\\.(25[012345]|2[01234][0123456789]|[01]?[0123456789][0123456789]?)\\.(25[012345]|2[01234][0123456789]|[01]?[0123456789][0123456789]?)\\.(25[012345]|2[01234][0123456789]|[01]?[0123456789][0123456789]?))|(([ABCDEF0123456789]{1,4}:){7}[ABCDEF0123456789]{1,4})))$', 'i') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'LOCATION' AS "pattern", (CASE WHEN RLIKE("value", '^(([aA](([fF][gG][hH][aA][nN][iI][sS][tT][aA][nN])|([lL](([bB][aA][nN][iI][aA])|([gG][eE][rR][iI][aA])))|([mM][eE][rR][iI][cC][aA][nN] [sS][aA][mM][oO][aA])|([nN](([dD][oO][rR][rR][aA])|([gG](([oO][lL][aA])|([uU][iI][lL][lL][aA])))|([tT](([aA][rR][cC][tT][iI][cC][aA])|([iI][gG][uU][aA] [aA][nN][dD] [bB][aA][rR][bB][uU][dD][aA])))))|([rR](([gG][eE][nN][tT][iI][nN][aA])|([mM][eE][nN][iI][aA])|([uU][bB][aA])))|([uU][sS][tT][rR](([aA][lL][iI][aA])|([iI][aA])))|([zZ][eE][rR][bB][aA][iI][jJ][aA][nN])))|([bB](([aA](([hH](([aA][mM][aA][sS])|([rR][aA][iI][nN])))|([nN][gG][lL][aA][dD][eE][sS][hH])|([rR][bB][aA][dD][oO][sS])))|([eE](([lL](([aA][rR][uU][sS])|([gG][iI][uU][mM])|([iI][zZ][eE])))|([nN][iI][nN])|([rR][mM][uU][dD][aA])))|([hH][uU][tT][aA][nN])|([oO](([lL][iI][vV][iI][aA])|([nN][aA][iI][rR][eE], [sS][iI][nN][tT] [eE][uU][sS][tT][aA][tT][iI][uU][sS] [aA][nN][dD] [sS][aA][bB][aA])|([sS][nN][iI][aA] [aA][nN][dD] [hH][eE][rR][zZ][eE][gG][oO][vV][iI][nN][aA])|([tT][sS][wW][aA][nN][aA])|([uU][vV][eE][tT] [iI][sS][lL][aA][nN][dD])))|([rR](([aA][zZ][iI][lL])|([iI][tT][iI][sS][hH] [iI][nN][dD][iI][aA][nN] [oO][cC][eE][aA][nN] [tT][eE][rR][rR][iI][tT][oO][rR][yY])|([uU][nN][eE][iI] [dD][aA][rR][uU][sS][sS][aA][lL][aA][mM])))|([uU](([lL][gG][aA][rR][iI][aA])|([rR](([kK][iI][nN][aA] [fF][aA][sS][oO])|([uU][nN][dD][iI])))))))|([cC](([aA](([bB][oO] [vV][eE][rR][dD][eE])|([mM](([bB][oO][dD][iI][aA])|([eE][rR][oO][oO][nN])))|([nN][aA][dD][aA])|([yY][mM][aA][nN] [iI][sS][lL][aA][nN][dD][sS])))|([eE][nN][tT][rR][aA][lL] [aA][fF][rR][iI][cC][aA][nN] [rR][eE][pP][uU][bB][lL][iI][cC])|([hH](([aA][dD])|([iI](([lL][eE])|([nN][aA])))|([rR][iI][sS][tT][mM][aA][sS] [iI][sS][lL][aA][nN][dD])))|([oO](([cC][oO][sS])|([lL][oO][mM][bB][iI][aA])|([mM][oO][rR][oO][sS])|([nN][gG][oO])|([oO][kK] [iI][sS][lL][aA][nN][dD][sS])|([sS][tT][aA] [rR][iI][cC][aA])))|([rR][oO][aA][tT][iI][aA])|([uU](([bB][aA])|([rR][aA][çÇ][aA][oO])))|([yY][pP][rR][uU][sS])|([zZ][eE][cC][hH][iI][aA])|([ôÔ][tT][eE] [dD]''[iI][vV][oO][iI][rR][eE])))|([dD](([eE][nN][mM][aA][rR][kK])|([jJ][iI][bB][oO][uU][tT][iI])|([oO][mM][iI][nN][iI][cC][aA]([nN] [rR][eE][pP][uU][bB][lL][iI][cC])?)))|([eE](([cC][uU][aA][dD][oO][rR])|([gG][yY][pP][tT])|([lL] [sS][aA][lL][vV][aA][dD][oO][rR])|([qQ][uU][aA][tT][oO][rR][iI][aA][lL] [gG][uU][iI][nN][eE][aA])|([rR][iI][tT][rR][eE][aA])|([sS](([tT][oO][nN][iI][aA])|([wW][aA][tT][iI][nN][iI])))|([tT][hH][iI][oO][pP][iI][aA])))|([fF](([aA](([lL][kK][lL][aA][nN][dD] [iI][sS][lL][aA][nN][dD][sS] [mMaAlLvViInNsS])|([rR][oO][eE] [iI][sS][lL][aA][nN][dD][sS])))|([iI](([jJ][iI])|([nN][lL][aA][nN][dD])))|([rR](([aA][nN][cC][eE])|([eE][nN][cC][hH] (([gG][uU][iI][aA][nN][aA])|([pP][oO][lL][yY][nN][eE][sS][iI][aA])|([sS][oO][uU][tT][hH][eE][rR][nN] [tT][eE][rR][rR][iI][tT][oO][rR][iI][eE][sS])))))))|([gG](([aA](([bB][oO][nN])|([mM][bB][iI][aA])))|([eE](([oO][rR][gG][iI][aA])|([rR][mM][aA][nN][yY])))|([hH][aA][nN][aA])|([iI][bB][rR][aA][lL][tT][aA][rR])|([rR][eE](([eE](([cC][eE])|([nN][lL][aA][nN][dD])))|([nN][aA][dD][aA])))|([uU](([aA](([dD][eE][lL][oO][uU][pP][eE])|[mM]|([tT][eE][mM][aA][lL][aA])))|([eE][rR][nN][sS][eE][yY])|([iI][nN][eE][aA](-[bB][iI][sS][sS][aA][uU])?)|([yY][aA][nN][aA])))))|([hH](([aA][iI][tT][iI])|([eE][aA][rR][dD] [iI][sS][lL][aA][nN][dD] [aA][nN][dD] [mM][cC][dD][oO][nN][aA][lL][dD] [iI][sS][lL][aA][nN][dD][sS])|([oO](([lL][yY] [sS][eE][eE])|([nN](([dD][uU][rR][aA][sS])|([gG] [kK][oO][nN][gG])))))|([uU][nN][gG][aA][rR][yY])))|([iI](([cC][eE][lL][aA][nN][dD])|([nN][dD](([iI][aA])|([oO][nN][eE][sS][iI][aA])))|([rR](([aA][nNqQ])|([eE][lL][aA][nN][dD])))|([sS](([lL][eE] [oO][fF] [mM][aA][nN])|([rR][aA][eE][lL])))|([tT][aA][lL][yY])))|([jJ](([aA](([mM][aA][iI][cC][aA])|([pP][aA][nN])))|([eE][rR][sS][eE][yY])|([oO][rR][dD][aA][nN])))|([kK](([aA][zZ][aA][kK][hH][sS][tT][aA][nN])|([eE][nN][yY][aA])|([iI][rR][iI][bB][aA][tT][iI])|([oO][rR][eE][aA])|([uU][wW][aA][iI][tT])|([yY][rR][gG][yY][zZ][sS][tT][aA][nN])))|([lL](([aA](([oO] [pP][eE][oO][pP][lL][eE]''[sS] [dD][eE][mM][oO][cC][rR][aA][tT][iI][cC] [rR][eE][pP][uU][bB][lL][iI][cC])|([tT][vV][iI][aA])))|([eE](([bB][aA][nN][oO][nN])|([sS][oO][tT][hH][oO])))|([iI](([bB](([eE][rR][iI][aA])|([yY][aA])))|([eE][cC][hH][tT][eE][nN][sS][tT][eE][iI][nN])|([tT][hH][uU][aA][nN][iI][aA])))|([uU][xX][eE][mM][bB][oO][uU][rR][gG])))|([mM](([aA](([cC][aA][oO])|([dD][aA][gG][aA][sS][cC][aA][rR])|([lL](([aA](([wW][iI])|([yY][sS][iI][aA])))|([dD][iI][vV][eE][sS])|[iI]|([tT][aA])))|([rR](([sS][hH][aA][lL][lL] [iI][sS][lL][aA][nN][dD][sS])|([tT][iI][nN][iI][qQ][uU][eE])))|([uU][rR][iI][tT](([aA][nN][iI][aA])|([iI][uU][sS])))|([yY][oO][tT][tT][eE])))|([eE][xX][iI][cC][oO])|([iI][cC][rR][oO][nN][eE][sS][iI][aA])|([oO](([lL][dD][oO][vV][aA])|([nN](([aA][cC][oO])|([gG][oO][lL][iI][aA])|([tT](([eE][nN][eE][gG][rR][oO])|([sS][eE][rR][rR][aA][tT])))))|([rR][oO][cC][cC][oO])|([zZ][aA][mM][bB][iI][qQ][uU][eE])))|([yY][aA][nN][mM][aA][rR])))|([nN](([aA](([mM][iI][bB][iI][aA])|([uU][rR][uU])))|([eE](([pP][aA][lL])|([tT][hH][eE][rR][lL][aA][nN][dD][sS])|([wW] (([cC][aA][lL][eE][dD][oO][nN][iI][aA])|([zZ][eE][aA][lL][aA][nN][dD])))))|([iI](([cC][aA][rR][aA][gG][uU][aA])|([gG][eE][rR]([iI][aA])?)|([uU][eE])))|([oO][rR](([fF][oO][lL][kK] [iI][sS][lL][aA][nN][dD])|([tT][hH][eE][rR][nN] [mM][aA][rR][iI][aA][nN][aA] [iI][sS][lL][aA][nN][dD][sS])|([wW][aA][yY])))))|([oO][mM][aA][nN])|([pP](([aA](([kK][iI][sS][tT][aA][nN])|([lL](([aA][uU])|([eE][sS][tT][iI][nN][eE], [sS][tT][aA][tT][eE] [oO][fF])))|([nN][aA][mM][aA])|([pP][uU][aA] [nN][eE][wW] [gG][uU][iI][nN][eE][aA])|([rR][aA][gG][uU][aA][yY])))|([eE][rR][uU])|([hH][iI][lL][iI][pP][pP][iI][nN][eE][sS])|([iI][tT][cC][aA][iI][rR][nN])|([oO](([lL][aA][nN][dD])|([rR][tT][uU][gG][aA][lL])))|([uU][eE][rR][tT][oO] [rR][iI][cC][oO])))|([qQ][aA][tT][aA][rR])|([rR](([eE][pP][uU][bB][lL][iI][cC] [oO][fF] [nN][oO][rR][tT][hH] [mM][aA][cC][eE][dD][oO][nN][iI][aA])|([oO][mM][aA][nN][iI][aA])|([uU][sS][sS][iI][aA][nN] [fF][eE][dD][eE][rR][aA][tT][iI][oO][nN])|([wW][aA][nN][dD][aA])|([éÉ][uU][nN][iI][oO][nN])))|([sS](([aA](([iI][nN][tT] (([bB][aA][rR][tT][hH][éÉ][lL][eE][mM][yY])|([hH][eE][lL][eE][nN][aA], [aA][sS][cC][eE][nN][sS][iI][oO][nN] [aA][nN][dD] [tT][rR][iI][sS][tT][aA][nN] [dD][aA] [cC][uU][nN][hH][aA])|([kK][iI][tT][tT][sS] [aA][nN][dD] [nN][eE][vV][iI][sS])|([lL][uU][cC][iI][aA])|([mM][aA][rR][tT][iI][nN])|([pP][iI][eE][rR][rR][eE] [aA][nN][dD] [mM][iI][qQ][uU][eE][lL][oO][nN])|([vV][iI][nN][cC][eE][nN][tT] [aA][nN][dD] [tT][hH][eE] [gG][rR][eE][nN][aA][dD][iI][nN][eE][sS])))|([mM][oO][aA])|([nN] [mM][aA][rR][iI][nN][oO])|([oO] [tT][oO][mM][eE] [aA][nN][dD] [pP][rR][iI][nN][cC][iI][pP][eE])|([uU][dD][iI] [aA][rR][aA][bB][iI][aA])))|([eE](([nN][eE][gG][aA][lL])|([rR][bB][iI][aA])|([yY][cC][hH][eE][lL][lL][eE][sS])))|([iI](([eE][rR][rR][aA] [lL][eE][oO][nN][eE])|([nN](([gG][aA][pP][oO][rR][eE])|([tT] [mM][aA][aA][rR][tT][eE][nN])))))|([lL][oO][vV](([aA][kK][iI][aA])|([eE][nN][iI][aA])))|([oO](([lL][oO][mM][oO][nN] [iI][sS][lL][aA][nN][dD][sS])|([mM][aA][lL][iI][aA])|([uU][tT][hH] (([aA][fF][rR][iI][cC][aA])|([gG][eE][oO][rR][gG][iI][aA] [aA][nN][dD] [tT][hH][eE] [sS][oO][uU][tT][hH] [sS][aA][nN][dD][wW][iI][cC][hH] [iI][sS][lL][aA][nN][dD][sS])|([sS][uU][dD][aA][nN])))))|([pP][aA][iI][nN])|([rR][iI] [lL][aA][nN][kK][aA])|([uU](([dD][aA][nN])|([rR][iI][nN][aA][mM][eE])))|([vV][aA][lL][bB][aA][rR][dD] [aA][nN][dD] [jJ][aA][nN] [mM][aA][yY][eE][nN])|([wW](([eE][dD][eE][nN])|([iI][tT][zZ][eE][rR][lL][aA][nN][dD])))|([yY][rR][iI][aA][nN] [aA][rR][aA][bB] [rR][eE][pP][uU][bB][lL][iI][cC])))|([tT](([aA](([iI][wW][aA][nN])|([jJ][iI][kK][iI][sS][tT][aA][nN])|([nN][zZ][aA][nN][iI][aA], [uU][nN][iI][tT][eE][dD] [rR][eE][pP][uU][bB][lL][iI][cC] [oO][fF])))|([hH][aA][iI][lL][aA][nN][dD])|([iI][mM][oO][rR]-[lL][eE][sS][tT][eE])|([oO](([gG][oO])|([kK][eE][lL][aA][uU])|([nN][gG][aA])))|([rR][iI][nN][iI][dD][aA][dD] [aA][nN][dD] [tT][oO][bB][aA][gG][oO])|([uU](([nN][iI][sS][iI][aA])|([rR][kK](([eE][yY])|([mM][eE][nN][iI][sS][tT][aA][nN])|([sS] [aA][nN][dD] [cC][aA][iI][cC][oO][sS] [iI][sS][lL][aA][nN][dD][sS])))|([vV][aA][lL][uU])))))|([uU](([gG][aA][nN][dD][aA])|([kK][rR][aA][iI][nN][eE])|([nN][iI][tT][eE][dD] (([aA][rR][aA][bB] [eE][mM][iI][rR][aA][tT][eE][sS])|([kK][iI][nN][gG][dD][oO][mM] [oO][fF] [gG][rR][eE][aA][tT] [bB][rR][iI][tT][aA][iI][nN] [aA][nN][dD] [nN][oO][rR][tT][hH][eE][rR][nN] [iI][rR][eE][lL][aA][nN][dD])|([sS][tT][aA][tT][eE][sS] (([mM][iI][nN][oO][rR] [oO][uU][tT][lL][yY][iI][nN][gG] [iI][sS][lL][aA][nN][dD][sS])|([oO][fF] [aA][mM][eE][rR][iI][cC][aA])))))|([rR][uU][gG][uU][aA][yY])|([zZ][bB][eE][kK][iI][sS][tT][aA][nN])))|([vV](([aA][nN][uU][aA][tT][uU])|([eE][nN][eE][zZ][uU][eE][lL][aA])|([iI](([eE][tT] [nN][aA][mM])|([rR][gG][iI][nN] [iI][sS][lL][aA][nN][dD][sS])))))|([wW](([aA][lL][lL][iI][sS] [aA][nN][dD] [fF][uU][tT][uU][nN][aA])|([eE][sS][tT][eE][rR][nN] [sS][aA][hH][aA][rR][aA])))|([yY][eE][mM][eE][nN])|([zZ](([aA][mM][bB][iI][aA])|([iI][mM][bB][aA][bB][wW][eE])))|([åÅ][lL][aA][nN][dD] [iI][sS][lL][aA][nN][dD][sS]))$', 'i') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'MAC_ADDRESS' AS "pattern", (CASE WHEN RLIKE("value", '^(([0123456789abcdefABCDEF][0123456789abcdefABCDEF]:){5}([0123456789abcdefABCDEF][0123456789abcdefABCDEF]))$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'MAC_ADDRESS_LOCAL' AS "pattern", (CASE WHEN RLIKE("value", '^([0123456789abcdefABCDEF][26AEae]-([0123456789abcdefABCDEF][0123456789abcdefABCDEF]-){4}([0123456789abcdefABCDEF][0123456789abcdefABCDEF]))$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'PERSON_NAME' AS "pattern", (CASE WHEN RLIKE("value", 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'i') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'PHONE_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^((((\\+)?(001|1)?([\\.\\- ]{0,1})(\\([23456789]\\d{2}\\)|\\d{3}[\\.\\- ]{0,1})(\\d{3})([\\.\\s\\-\\/]{0,1})(\\d{4})(x\\d{1,10})?)|((\\+81[ ]?){0,1}(\\d{1,2}|050|070|080|090)\\-\\d{4}\\-\\d{4})|((((\\+44\\s?\\d{4}|\\(?0\\d{4}\\)?|\\+44\\(0\\)\\d{4})\\s?\\d{3}\\s?\\d{3})|((\\+44\\s?\\d{3}|\\(?0\\d{3}\\)?|\\+44\\(0\\)\\d{3})\\s?\\d{3}\\s?\\d{4})|((\\+44\\s?\\d{2}|\\(?0\\d{2}\\)?|\\+44\\(0\\)\\d{2})\\s?\\d{3,4}\\s?\\d{3,4}))(\\s?\\#(\\d{4}|\\d{3}))?)))$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'POSTAL_CODE' AS "pattern", (CASE WHEN RLIKE("value", '^\\d{5}(-\\d{4})?$', 'i') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'SPAIN_NIE_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^([XYZ][\\- ]{0,1}\\d{7}[\\- ]{0,1}[ABCDEFGHIJKLMNOPQRSTUVWXYZ])$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'SPAIN_NIF_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^(\\d{8}[\\- ]{0,1}[ABCDEFGHIJKLMNOPQRSTUVWXYZ])$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'SPAIN_PASSPORT' AS "pattern", (CASE WHEN RLIKE("value", '^([ABCDEFGHIJKLMNOPQRSTUVWXYZ]{2,3}\\d{6})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'STREET_ADDRESS' AS "pattern", (CASE WHEN RLIKE("value", '^(((0|([123456789][0123456789]{0,4}))\\s{1,3}(.{1,15}\\s{1,3}((([aA]([lL]([lL]([eE][eEyY]|[yY])|[yY])|[nN]([eE][xX]|[nN]([eE][xX]|[xX])|[xX])|[rR][cC]([aA][dD][eE])?|[vV]([eE]([nN]([uU]([eE])?)?)?|[nN]([uU][eE])?)?)|[bB]([aA][yY][oO][oOuU]|[cC][hH]|[eE]([aA][cC][hH]|[nN][dD])|[gG]([sS])?|[lL]([fF]([sS])?|[uU][fF]([fF]([sS])?)?|[vV][dD])|[nN][dD]|[oO]([tT]([tT]([mM]|[oO][mM]))?|[uU][lL]([eE][vV][aA][rR][dD]|[vV])?)|[rR]([aA][nN][cC][hH]|[dD][gG][eE]|[gG]|[iI][dD][gG][eE]|[kK]([sS])?|[nN][cC][hH]|[oO][oO][kK]([sS])?)?|[tT][mM]|[uU][rR][gG]([sS])?|[yY]([pP]([aA]([sS]([sS])?)?|[sS])?|[uU]))|[cC]([aA]([mM][pP]|[nN][yY]([nN]|[oO][nN])|[pP][eE]|[uU][sS]([eE][wW][aA][yY]|[wW][aA]))|[eE][nN]([tT]([eE][rR]([sS])?|[rR]([eE])?)?)?|[iI][rR]([cC]([lL]([eE]([sS])?)?)?|[sS])?|[lL]([bB]|[fF]([sS])?|[iI][fF][fF]([sS])?|[uU][bB])|[mM]([nN]([sS])?|[pP])|[nN]([tT]([eE][rR]|[rR])|[yY][nN])|[oO]([mM][mM][oO][nN]([sS])?|[rR]([nN][eE][rR]([sS])?|[sS])?|[uU][rR]([sS][eE]|[tT]([sS])?)|[vV][eE]([sS])?)|[pP]([eE])?|[rR]([cC][lL]([eE])?|[eE]([eE][kK]|[sS]([cC][eE][nN][tT]|[tT])?)|[kK]|[oO][sS][sS]([iI][nN][gG]|[rR][oO][aA][dD]([sS])?)?|[sS]([eE]([nN][tT])?|[nN][tT]|[sS][nN][gG]|[tT]))|[sS][wW][yY]|[tT]([rR]([sS])?|[sS])?|[uU][rR][vV]([eE])?|[vV]([sS])?|[yY][nN])|[dD]([aA]([lL][eE]|[mM])|[iI][vV]([iI][dD][eE])?|[lL]|[mM]|[rR]([iI][vV]([eE]([sS])?)?|[sS]|[vV])?|[vV]([dD])?)|[eE]([sS][tT]([aA][tT][eE]([sS])?|[sS])?|[xX]([pP]([rR]([eE][sS][sS]([wW][aA][yY])?)?|[wW]|[yY])?|[tT]([eE][nN][sS][iI][oO][nN]([sS])?|[nN]([sS][nN])?|[sS])?))|[fF]([aA][lL][lL]([sS])?|[eE][rR][rR][yY]|[iI][eE][lL][dD]([sS])?|[lL]([aA][tT]([sS])?|[dD]([sS])?|[sS]|[tT]([sS])?)|[oO][rR]([dD]([sS])?|[eE][sS][tT]([sS])?|[gG]([eE]([sS])?)?|[kK]([sS])?|[tT])|[rR]([dD]([sS])?|[eE][eE][wW]([aA][yY]|[yY])|[gG]([sS])?|[kK]([sS])?|[rR][yY]|[sS][tT]|[tT]|[wW]([aA][yY]|[yY])|[yY])|[tT]|[wW][yY])|[gG]([aA]([rR][dD]([eE][nN]([sS])?|[nN])|[tT]([eE][wW]([aA][yY]|[yY])|[wW][aA][yY]))|[dD][nN]([sS])?|[lL]([eE][nN]([sS])?|[nN]([sS])?)|[rR]([dD]([eE][nN]|[nN]([sS])?)|[eE][eE][nN]([sS])?|[nN]([sS])?|[oO][vV]([eE]([sS])?)?|[vV]([sS])?)|[tT][wW]([aA][yY]|[yY]))|[hH]([aA]([rR][bB]([oO][rR]([sS])?|[rR])?|[vV][eE][nN])|[bB][rR]([sS])?|[eE][iI][gG][hH][tT][sS]|[iI]([gG][hH][wW]([aA][yY]|[yY])|[lL][lL]([sS])?|[wW]([aA][yY]|[yY]))|[lL]([lL][wW]|[sS])?|[oO][lL]([lL][oO][wW]([sS])?|[wW]([sS])?)|[rR][bB][oO][rR]|[tT]([sS])?|[vV][nN]|[wW]([aA][yY]|[yY]))|[iI]([nN][lL]([eE][tT]|[tT])|[sS]([lL]([aA][nN][dD]([sS])?|[eE]([sS])?|[nN][dD]([sS])?)|[sS])?)|[jJ]([cC][tT]([iI][oO][nN]|[nN]([sS])?|[sS])?|[uU][nN][cC][tT]([iI][oO][nN]([sS])?|[nN]|[oO][nN]))|[kK]([eE][yY]([sS])?|[nN]([lL]([sS])?|[oO][lL]([lL]([sS])?)?)|[yY]([sS])?)|[lL]([aA]([kK][eE]([sS])?|[nN]([dD]([iI][nN][gG])?|[eE]))|[cC][kK]([sS])?|[dD][gG]([eE])?|[fF]|[gG][tT]([sS])?|[iI][gG][hH][tT]([sS])?|[kK]([sS])?|[nN]([dD]([gG]|[nN][gG]))?|[oO]([aA][fF]|[cC][kK]([sS])?|[dD][gG]([eE])?|[oO][pP]([sS])?))|[mM]([aA]([lL][lL]|[nN][oO][rR]([sS])?)|[dD][wW]([sS])?|[eE]([aA][dD][oO][wW]([sS])?|[dD][oO][wW][sS]|[wW][sS])|[iI]([lL][lL]([sS])?|[sS][sS]([iI][oO][nN]|[nN]))|[lL]([sS])?|[nN]([rR]([sS])?|[tT]([aA][iI][nN]|[nN]([sS])?)?)|[oO]([tT][oO][rR][wW][aA][yY]|[uU][nN][tT]([aA][iI][nN]([sS])?|[iI][nN])?)|[sS]([nN]|[sS][nN])|[tT]([iI][nN]|[nN]([sS])?|[wW][yY])?)|[nN]([cC][kK]|[eE][cC][kK])|[oO]([pP][aA][sS]|[rR][cC][hH]([aA][rR][dD]|[rR][dD])?|[vV]([aA][lL]|[eE][rR][pP][aA][sS][sS]|[lL]))|[pP]([aA]([rR][kK]([sS]|[wW]([aA][yY]([sS])?|[yY]))?|[sS][sS]([aA][gG][eE])?|[tT][hH]([sS])?)|[iI]([kK][eE]([sS])?|[nN][eE]([sS])?)|[kK]([wW]([aA][yY]|[yY]([sS])?)|[yY])?|[lL]([aA]([cC][eE]|[iI][nN]([sS])?|[zZ][aA])|[nN]([sS])?|[zZ]([aA])?)?|[nN][eE]([sS])?|[oO]([iI][nN][tT]([sS])?|[rR][tT]([sS])?)|[rR]([aA][iI][rR][iI][eE]|[kK]|[rR]|[tT]([sS])?)?|[sS][gG][eE]|[tT]([sS])?)|[rR]([aA]([dD]([iI]([aA][lL]|[eE][lL])|[lL])?|[mM][pP]|[nN][cC][hH]([eE][sS])?|[pP][iI][dD]([sS])?)|[dD]([gG][eEsS]?|[sS])?|[eE][sS][tT]|[iI]([dD][gG][eE]([sS])?|[vV]([eE][rR]|[rR])?)|[nN][cC][hH]([sS])?|[oO]([aA][dD]([sS])?|[uU][tT][eE]|[wW])|[pP][dD]([sS])?|[sS][tT]|[tT][eE]|[uU][eEnN]|[vV][rR])|[sS]([hH]([lL]([sS])?|[oO]([aA]([lL]([sS])?|[rR]([sS])?)|[rR][eE]([sS])?)|[rR]([sS])?)|[kK]([wW][yY]|[yY][wW][aA][yY])|[mM][tT]|[pP]([gG]([sS])?|[nN][gG]([sS])?|[rR]([iI][nN][gG]([sS])?|[nN][gG]([sS])?)|[uU][rR]([sS])?)|[qQ]([rR][eEsS]?|[sS]|[uU]([aA][rR][eE]([sS])?)?)?|[tT]([aA]([tT]([iI][oO][nN]|[nN]))?|[nN]|[rR]([aA]([vV]([eE][nN]([uU][eE])?|[nN])?)?|[eE]([aA][mM]|[eE][tT]([sS])?|[mM][eE])|[mM]|[tT]|[vV][nN]([uU][eE])?)?|[sS])?|[uU][mM]([iI][tT]([tT])?|[mM][iI][tT]))|[tT]([eE][rR]([rR]([aA][cC][eE])?)?|[hH][rR][oO][uU][gG][hH][wW][aA][yY]|[pP][kK][eE]|[rR]([aA]([cC]([eE]([sS])?|[kK]([sS])?)|[fF][fF][iI][cC][wW][aA][yY]|[iI][lL]([eE][rR]|[sS])?|[kK])|[cC][eE]|[fF][yY]|[kK]([sS])?|[lL]([rR]([sS])?|[sS])?|[nN][pP][kK]|[wW][yY])|[uU]([nN]([eE][lL]|[lL]([sS])?|[nN]([eE][lL]([sS])?|[lL]))|[rR][nN][pP]([iI][kK][eE]|[kK])))|[uU]([nN]([dD][eE][rR][pP][aA][sS][sS]|[iI][oO][nN]([sS])?|[sS])?|[pP][aA][sS])|[vV]([aA][lL][lL]([eE][yY]([sS])?|[yY])|[dD][cC][tT]|[iI]([aA]([dD]([cC][tT]|[uU][cC][tT]))?|[eE][wW]([sS])?|[lL][lL]([aA][gG]([eE]([sS])?)?|[eE]|[gG]|[iI][aA][gG][eE])?|[sS]([tT]([aA])?)?)|[lL]([gG]([sS])?|[lL][yY]|[yY]([sS])?)?|[sS][tT]([aA])?|[wW]([sS])?)|[wW]([aA]([lL]([kK]([sS])?|[lL])|[yY]([sS])?)|[eE][lL][lL]([sS])?|[lL]([sS])?|[yY])|[xX]([iI][nN][gG]|[rR][dD]([sS])?))(\\.)?)|([rR]([oO][uU][tT][eE]|[tT])(\\.)?(\\s{1,3})?#?(0|([123456789][0123456789]{0,2})))))((\\s{1,3}((#|[aA][pP]([tT]|[aA][rR][tT][mM][eE][nN][tT])|[bB]([lL][dD][gG]|[uU][iI][lL][dD][iI][nN][gG])|[dD][eE][pP]([tT]|[aA][rR][tT][mM][eE][nN][tT])|[fF]([lL]([oO][oO][rR])?|[rR]([nN][tT]|[oO][nN][tT]))|[hH]([nN][gG][rR]|[aA][nN][gG][eE][rR])|[kK][eE][yY]|[lL]([bB][bB][yY]|[oO]([bB][bB][yY]|[tT]|[wW]([rR]|[eE][rR])))|[oO][fF]([cC]|[fF][iI][cC][eE])|[pP][iI][eE][rR]|[rR]([eE][aA][rR]|[mM]|[oO][oO][mM])|[sS]([iI][dD][eE]|[lL][iI][pP]|[pP][cC]|[tT]([eE]|[oO][pP])|[uU][iI][tT][eE])|[tT][rR]([lL][rR]|[aA][iI][lL][eE][rR])|[uU]([nN][iI][tT]|[pP][pP]([rR]|[eE][rR])))(\\.)?(((\\s{1,3})?#?((0|([123456789][0123456789]{0,2})))?(\\.)?))?)))?))$', 'i') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'SWEDEN_NATIONAL_ID_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^(((\\d{2}(0\\d|1[012])([012]\\d|3[01])[\\-\\+]\\d{4})|((19\\d{2}|200\\d|201[12])(0\\d|1[012])([012]\\d|3[01])[\\-\\+]\\d{4})))$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'SWEDEN_PASSPORT' AS "pattern", (CASE WHEN RLIKE("value", '^(\\d{8})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'SWIFT_CODE' AS "pattern", (CASE WHEN RLIKE("value", '^([ABCDEFGHIJKLMNOPQRSTUVWXYZ]{4}[ABCDEFGHIJKLMNOPQRSTUVWXYZ]{2}[ABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789]{2}([ABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789]{3})?)$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'THAILAND_NATIONAL_ID_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^([12345678][\\- ]?\\d{4}[\\- ]?\\d{5}[\\- ]?\\d{2}[\\- ]?\\d)$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'TIME' AS "pattern", (CASE WHEN RLIKE("value", '^(\\d{0,2}?(\\s|T)(\\d{1}|[01]\\d|2[0123])(:[012345][0123456789])(:[012345][0123456789])?(\\.\\d{1,9})?(AM|am|aM|Am|PM|pm|pM|Pm)?(\\+\\d{2}(:\\d{2})?)?)$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'UK_DRIVERS_LICENSE_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^([ABCDEFGHIJKLMNOPQRSTUVWXYZ9]{5}\\d([05]\\d|[16][012])([012]\\d|3[01])\\d[ABCDEFGHIJKLMNOPQRSTUVWXYZ9]{3}[ABCDEFGHIJKLMNOPQRSTUVWXYZ]{2}([0123456789]{2}){0,1})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'UK_NATIONAL_INSURANCE_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^([ABCEGHJKLMNOPRSTWXYZ][ABCEGHJKLMNPRSTWXYZ][ ]{0,1}[0123456789]{2}[ ]{0,1}[0123456789]{2}[ ]{0,1}[0123456789]{2}[ ]{0,1}[ABCDEFGHIJKLMNOPQRSTUVWXYZ]{1})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'UK_TAXPAYER_REFERENCE' AS "pattern", (CASE WHEN RLIKE("value", '^(\\d{10})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'URL' AS "pattern", (CASE WHEN RLIKE("value", '^((https?://|ftps?://|file:///|mailto:)[\\^\\s/\\$\\.\\?#].[\\^\\s]{0,128})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'US_ADOPTION_TAXPAYER_IDENTIFICATION_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^((9\\d{2})([ \\-]?)(93)([ \\-]?)(\\d{4}))$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'US_BANK_ROUTING_MICR' AS "pattern", (CASE WHEN RLIKE("value", '^((0\\d|1[012]|2\\d|3[0123]|6\\d|7[012]|80)\\d{7})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'US_DEA_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^([ABCDEFGHJKLMPRSTUX][ABCDEFGHIJKLMNOPQRSTUVWXYZ9]\\d{7})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'US_EMPLOYER_IDENTIFICATION_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^((1[0123456]|2[01234567]|3\\d|4[012345678]|5\\d|6[012345678]|7[1234567]|8[012345678]|9\\d)[\\-]\\d{7})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'US_HEALTHCARE_NPI' AS "pattern", (CASE WHEN RLIKE("value", '^((\\d{10}|\\d{15}))$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'US_INDIVIDUAL_TAXPAYER_IDENTIFICATION_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^((9\\d{2})([ \\-]?)([7]\\d|8[012345678]|9[012456789])([ \\-]?)(\\d{4}))$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'US_PASSPORT' AS "pattern", (CASE WHEN RLIKE("value", '^([a-zA-Z0-9]\\d{8})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'US_PREPARER_TAXPAYER_IDENTIFICATION_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^(P\\d{8})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'US_SOCIAL_SECURITY_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^((([012345678][0123456789]{8})|([012345678]\\d{2}-\\d{2}-\\d{4})))$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'US_STATE' AS "pattern", (CASE WHEN RLIKE("value", '^((A[KLRZ]|C[AOT]|D[CE]|FL|GA|HI|I[ADLN]|K[SY]|LA|M[ADEINOST]|N[CDEHJMVY]|O[HKR]|P[AR]|RI|S[CD]|T[NX]|UT|V[AIT]|W[AIVY]|Alabama|Alaska|Arizona|Arkansas|California|Colorado|Connecticut|Delaware|Florida|Georgia|Hawaii|Idaho|Illinois|Indiana|Iowa|Kansas|Kentucky|Louisiana|Maine|Maryland|Massachusetts|Michigan|Minnesota|Mississippi|Missouri|Montana|Nebraska|Nevada|New\\sHampshire|New\\sJersey|New\\sMexico|New\\sYork|North\\sCarolina|North\\sDakota|Ohio|Oklahoma|Oregon|Pennsylvania|Rhode\\sIsland|South\\sCarolina|South\\sDakota|Tennessee|Texas|Utah|Vermont|Virginia|Washington|West\\sVirginia|Wisconsin|Wyoming|American\\sSamoa|Guam|Norther\\sMariana\\sIsland|District\\sof\\sColumbia|Puerto\\sRico|Virgin\\sIslands(\\s\\(U\\.?S\\.?\\))?))$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'US_TOLLFREE_PHONE_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^(1?[\\(\\- ]?8(8\\d|00|99)[\\)\\- ]\\d{3}[\\- ]?\\d{4})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", 'US_VEHICLE_IDENTIFICATION_NUMBER' AS "pattern", (CASE WHEN RLIKE("value", '^([ABCDEFGHJKLMNPRSTUVWXYZ0123456789]{8}[\\dX][ABCDEFGHJKLMNPRSTUVWXYZ0123456789]{8})$', 'c') THEN OCTET_LENGTH("value") ELSE -1 END) AS "length", COUNT(*) AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
)
UNION ALL
(
SELECT "column", '__IMM_popCount' AS "pattern", -1 AS "length", COUNT("column") AS "count" FROM pivot_cte GROUP BY "column", "pattern", "length"
);

Immuta Activity: when onboarding datasource to Immuta from Snowflake:

query is executed by the datasource ingestion Snowflake user
query is not executed by Immuta <db name>_SYSTEM_ACCOUNT user.
Enhanced Onboarding is different since high level metadata(database name, schema name, and table names) already crawled or through object-sync.

SELECT table_name AS "tableName", table_schema AS "tableSchema"
  FROM "BC_DATA".information_schema.tables
  WHERE table_schema <> 'INFORMATION_SCHEMA';

Immuta Activities: disable or remove of datasources in Immuta

datasources/tables in Immuta will NOT be deleted.
policy objects will be DROP/UNSET if tables were impacted by row-access or column-masking objects.
SQL activities are performed by the Immuta <db name>_SYSTEM_ACCOUNT user, which manages the Immuta-Snowflake integration.
SQL various depending on Immuta policies - primarily to remove policy objects and revoke GRANTs to Immuta-created xxx_POLICY_xxx and xxx_USER_xxx roles.

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Last updated 1 month ago