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[SPARK-53991][SQL][TEST][FOLLOWUP] Make KLL quantile golden file tests deterministic#53549

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[SPARK-53991][SQL][TEST][FOLLOWUP] Make KLL quantile golden file tests deterministic #53549

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57 changes: 25 additions & 32 deletions sql/core/src/test/resources/sql-tests/analyzer-results/kllquantiles.sql.out
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Original file line numberDiff line numberDiff line change
Expand Up@@ -128,118 +128,111 @@ CreateDataSourceTableAsSelectCommand `spark_catalog`.`default`.`t_double_1_5_thr


-- !query
SELECT split(kll_sketch_to_string_bigint(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_bigint(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_bigint(agg, 0.5) - 4) < 1 AS median_close_to_4,
abs(kll_sketch_get_rank_bigint(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
SELECT kll_sketch_agg_bigint(col1) AS agg
FROM t_byte_1_5_through_7_11
)
-- !query analysis
Project [split(kll_sketch_to_string_bigint(agg#x),
, -1)[1] LIKE %Kll% AS str_contains_kll#x, (abs((kll_sketch_get_quantile_bigint(agg#x, cast(0.5 as double)) - cast(4 as bigint))) < cast(1 as bigint)) AS median_close_to_4#x, (abs((kll_sketch_get_rank_bigint(agg#x, cast(3 as bigint)) - cast(0.4 as double))) < cast(0.1 as double)) AS rank3_close_to_0_4#x]
Project [lower(kll_sketch_to_string_bigint(agg#x)) LIKE %kll% AS str_contains_kll#x, (abs((kll_sketch_get_quantile_bigint(agg#x, cast(0.5 as double)) - cast(4 as bigint))) < cast(1 as bigint)) AS median_close_to_4#x, (abs((kll_sketch_get_rank_bigint(agg#x, cast(3 as bigint)) - cast(0.4 as double))) < cast(0.1 as double)) AS rank3_close_to_0_4#x]
+- SubqueryAlias __auto_generated_subquery_name
+- Aggregate [kll_sketch_agg_bigint(col1#x, None, 0, 0) AS agg#x]
+- SubqueryAlias spark_catalog.default.t_byte_1_5_through_7_11
+- Relation spark_catalog.default.t_byte_1_5_through_7_11[col1#x,col2#x] parquet


-- !query
SELECT split(kll_sketch_to_string_bigint(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_bigint(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_bigint(agg, 0.5) - 4) < 1 AS median_close_to_4,
abs(kll_sketch_get_rank_bigint(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
SELECT kll_sketch_agg_bigint(col1) AS agg
FROM t_int_1_5_through_7_11
)
-- !query analysis
Project [split(kll_sketch_to_string_bigint(agg#x),
, -1)[1] LIKE %Kll% AS str_contains_kll#x, (abs((kll_sketch_get_quantile_bigint(agg#x, cast(0.5 as double)) - cast(4 as bigint))) < cast(1 as bigint)) AS median_close_to_4#x, (abs((kll_sketch_get_rank_bigint(agg#x, cast(3 as bigint)) - cast(0.4 as double))) < cast(0.1 as double)) AS rank3_close_to_0_4#x]
Project [lower(kll_sketch_to_string_bigint(agg#x)) LIKE %kll% AS str_contains_kll#x, (abs((kll_sketch_get_quantile_bigint(agg#x, cast(0.5 as double)) - cast(4 as bigint))) < cast(1 as bigint)) AS median_close_to_4#x, (abs((kll_sketch_get_rank_bigint(agg#x, cast(3 as bigint)) - cast(0.4 as double))) < cast(0.1 as double)) AS rank3_close_to_0_4#x]
+- SubqueryAlias __auto_generated_subquery_name
+- Aggregate [kll_sketch_agg_bigint(col1#x, None, 0, 0) AS agg#x]
+- SubqueryAlias spark_catalog.default.t_int_1_5_through_7_11
+- Relation spark_catalog.default.t_int_1_5_through_7_11[col1#x,col2#x] parquet


-- !query
SELECT split(kll_sketch_to_string_bigint(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_bigint(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_bigint(agg, 0.5) - 4) < 1 AS median_close_to_4,
abs(kll_sketch_get_rank_bigint(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
SELECT kll_sketch_agg_bigint(col1) AS agg
FROM t_long_1_5_through_7_11
)
-- !query analysis
Project [split(kll_sketch_to_string_bigint(agg#x),
, -1)[1] LIKE %Kll% AS str_contains_kll#x, (abs((kll_sketch_get_quantile_bigint(agg#x, cast(0.5 as double)) - cast(4 as bigint))) < cast(1 as bigint)) AS median_close_to_4#x, (abs((kll_sketch_get_rank_bigint(agg#x, cast(3 as bigint)) - cast(0.4 as double))) < cast(0.1 as double)) AS rank3_close_to_0_4#x]
Project [lower(kll_sketch_to_string_bigint(agg#x)) LIKE %kll% AS str_contains_kll#x, (abs((kll_sketch_get_quantile_bigint(agg#x, cast(0.5 as double)) - cast(4 as bigint))) < cast(1 as bigint)) AS median_close_to_4#x, (abs((kll_sketch_get_rank_bigint(agg#x, cast(3 as bigint)) - cast(0.4 as double))) < cast(0.1 as double)) AS rank3_close_to_0_4#x]
+- SubqueryAlias __auto_generated_subquery_name
+- Aggregate [kll_sketch_agg_bigint(col1#xL, None, 0, 0) AS agg#x]
+- SubqueryAlias spark_catalog.default.t_long_1_5_through_7_11
+- Relation spark_catalog.default.t_long_1_5_through_7_11[col1#xL,col2#xL] parquet


-- !query
SELECT split(kll_sketch_to_string_bigint(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_bigint(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_bigint(agg, 0.5) - 4) < 1 AS median_close_to_4,
abs(kll_sketch_get_rank_bigint(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
SELECT kll_sketch_agg_bigint(col1) AS agg
FROM t_short_1_5_through_7_11
)
-- !query analysis
Project [split(kll_sketch_to_string_bigint(agg#x),
, -1)[1] LIKE %Kll% AS str_contains_kll#x, (abs((kll_sketch_get_quantile_bigint(agg#x, cast(0.5 as double)) - cast(4 as bigint))) < cast(1 as bigint)) AS median_close_to_4#x, (abs((kll_sketch_get_rank_bigint(agg#x, cast(3 as bigint)) - cast(0.4 as double))) < cast(0.1 as double)) AS rank3_close_to_0_4#x]
Project [lower(kll_sketch_to_string_bigint(agg#x)) LIKE %kll% AS str_contains_kll#x, (abs((kll_sketch_get_quantile_bigint(agg#x, cast(0.5 as double)) - cast(4 as bigint))) < cast(1 as bigint)) AS median_close_to_4#x, (abs((kll_sketch_get_rank_bigint(agg#x, cast(3 as bigint)) - cast(0.4 as double))) < cast(0.1 as double)) AS rank3_close_to_0_4#x]
+- SubqueryAlias __auto_generated_subquery_name
+- Aggregate [kll_sketch_agg_bigint(col1#x, None, 0, 0) AS agg#x]
+- SubqueryAlias spark_catalog.default.t_short_1_5_through_7_11
+- Relation spark_catalog.default.t_short_1_5_through_7_11[col1#x,col2#x] parquet


-- !query
SELECT split(kll_sketch_to_string_float(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_float(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_float(agg, 0.5) - 4.0) < 0.5 AS median_close_to_4,
abs(kll_sketch_get_rank_float(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
SELECT kll_sketch_agg_float(col1) AS agg
FROM t_float_1_5_through_7_11
)
-- !query analysis
Project [split(kll_sketch_to_string_float(agg#x),
, -1)[1] LIKE %Kll% AS str_contains_kll#x, (abs((cast(kll_sketch_get_quantile_float(agg#x, cast(0.5 as double)) as double) - cast(4.0 as double))) < cast(0.5 as double)) AS median_close_to_4#x, (abs((kll_sketch_get_rank_float(agg#x, cast(3 as float)) - cast(0.4 as double))) < cast(0.1 as double)) AS rank3_close_to_0_4#x]
Project [lower(kll_sketch_to_string_float(agg#x)) LIKE %kll% AS str_contains_kll#x, (abs((cast(kll_sketch_get_quantile_float(agg#x, cast(0.5 as double)) as double) - cast(4.0 as double))) < cast(0.5 as double)) AS median_close_to_4#x, (abs((kll_sketch_get_rank_float(agg#x, cast(3 as float)) - cast(0.4 as double))) < cast(0.1 as double)) AS rank3_close_to_0_4#x]
+- SubqueryAlias __auto_generated_subquery_name
+- Aggregate [kll_sketch_agg_float(col1#x, None, 0, 0) AS agg#x]
+- SubqueryAlias spark_catalog.default.t_float_1_5_through_7_11
+- Relation spark_catalog.default.t_float_1_5_through_7_11[col1#x,col2#x] parquet


-- !query
SELECT split(kll_sketch_to_string_double(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_double(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_double(agg, 0.5) - 4.0) < 0.5 AS median_close_to_4,
abs(kll_sketch_get_rank_double(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
SELECT kll_sketch_agg_double(col1) AS agg
FROM t_double_1_5_through_7_11
)
-- !query analysis
Project [split(kll_sketch_to_string_double(agg#x),
, -1)[1] LIKE %Kll% AS str_contains_kll#x, (abs((kll_sketch_get_quantile_double(agg#x, cast(0.5 as double)) - cast(4.0 as double))) < cast(0.5 as double)) AS median_close_to_4#x, (abs((kll_sketch_get_rank_double(agg#x, cast(3 as double)) - cast(0.4 as double))) < cast(0.1 as double)) AS rank3_close_to_0_4#x]
Project [lower(kll_sketch_to_string_double(agg#x)) LIKE %kll% AS str_contains_kll#x, (abs((kll_sketch_get_quantile_double(agg#x, cast(0.5 as double)) - cast(4.0 as double))) < cast(0.5 as double)) AS median_close_to_4#x, (abs((kll_sketch_get_rank_double(agg#x, cast(3 as double)) - cast(0.4 as double))) < cast(0.1 as double)) AS rank3_close_to_0_4#x]
+- SubqueryAlias __auto_generated_subquery_name
+- Aggregate [kll_sketch_agg_double(col1#x, None, 0, 0) AS agg#x]
+- SubqueryAlias spark_catalog.default.t_double_1_5_through_7_11
+- Relation spark_catalog.default.t_double_1_5_through_7_11[col1#x,col2#x] parquet


-- !query
SELECT split(kll_sketch_to_string_double(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_double(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_double(agg, 0.5) - 4.0) < 0.5 AS median_close_to_4,
abs(kll_sketch_get_rank_double(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
SELECT kll_sketch_agg_double(col1) AS agg
FROM t_float_1_5_through_7_11
)
-- !query analysis
Project [split(kll_sketch_to_string_double(agg#x),
, -1)[1] LIKE %Kll% AS str_contains_kll#x, (abs((kll_sketch_get_quantile_double(agg#x, cast(0.5 as double)) - cast(4.0 as double))) < cast(0.5 as double)) AS median_close_to_4#x, (abs((kll_sketch_get_rank_double(agg#x, cast(3 as double)) - cast(0.4 as double))) < cast(0.1 as double)) AS rank3_close_to_0_4#x]
Project [lower(kll_sketch_to_string_double(agg#x)) LIKE %kll% AS str_contains_kll#x, (abs((kll_sketch_get_quantile_double(agg#x, cast(0.5 as double)) - cast(4.0 as double))) < cast(0.5 as double)) AS median_close_to_4#x, (abs((kll_sketch_get_rank_double(agg#x, cast(3 as double)) - cast(0.4 as double))) < cast(0.1 as double)) AS rank3_close_to_0_4#x]
+- SubqueryAlias __auto_generated_subquery_name
+- Aggregate [kll_sketch_agg_double(col1#x, None, 0, 0) AS agg#x]
+- SubqueryAlias spark_catalog.default.t_float_1_5_through_7_11
Expand DownExpand Up@@ -549,7 +542,7 @@ Aggregate [kll_sketch_get_n_bigint(kll_sketch_agg_bigint(col1#xL, Some(100), 0,


-- !query
SELECT split(kll_sketch_to_string_bigint(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_bigint(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_bigint(agg, 0.5) - 4) < 1 AS median_close_to_4,
abs(kll_sketch_get_rank_bigint(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
Expand All@@ -571,15 +564,15 @@ org.apache.spark.sql.catalyst.ExtendedAnalysisException
"queryContext" : [ {
"objectType" : "",
"objectName" : "",
"startIndex" : 273,
"stopIndex" : 299,
"startIndex" : 264,
"stopIndex" : 290,
"fragment" : "kll_sketch_agg_bigint(col1)"
} ]
}


-- !query
SELECT split(kll_sketch_to_string_bigint(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_bigint(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_bigint(agg, 0.5) - 4) < 1 AS median_close_to_4,
abs(kll_sketch_get_rank_bigint(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
Expand All@@ -601,15 +594,15 @@ org.apache.spark.sql.catalyst.ExtendedAnalysisException
"queryContext" : [ {
"objectType" : "",
"objectName" : "",
"startIndex" : 273,
"stopIndex" : 299,
"startIndex" : 264,
"stopIndex" : 290,
"fragment" : "kll_sketch_agg_bigint(col1)"
} ]
}


-- !query
SELECT split(kll_sketch_to_string_float(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_float(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_float(agg, 0.5) - 4.0) < 0.5 AS median_close_to_4,
abs(kll_sketch_get_rank_float(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
Expand All@@ -631,8 +624,8 @@ org.apache.spark.sql.catalyst.ExtendedAnalysisException
"queryContext" : [ {
"objectType" : "",
"objectName" : "",
"startIndex" : 274,
"stopIndex" : 299,
"startIndex" : 265,
"stopIndex" : 290,
"fragment" : "kll_sketch_agg_float(col1)"
} ]
}
Expand DownExpand Up@@ -931,13 +924,13 @@ Project [isnotnull(kll_sketch_get_quantile_float(agg#x, cast(0.5 as double))) AS


-- !query
SELECT kll_sketch_to_string_double(agg) LIKE '%Kll%' AS contains_kll_header
SELECT lower(kll_sketch_to_string_double(agg)) LIKE '%kll%' AS contains_kll_header
FROM (
SELECT kll_sketch_agg_bigint(col1) AS agg
FROM t_long_1_5_through_7_11
)
-- !query analysis
Project [kll_sketch_to_string_double(agg#x) LIKE %Kll% AS contains_kll_header#x]
Project [lower(kll_sketch_to_string_double(agg#x)) LIKE %kll% AS contains_kll_header#x]
+- SubqueryAlias __auto_generated_subquery_name
+- Aggregate [kll_sketch_agg_bigint(col1#xL, None, 0, 0) AS agg#x]
+- SubqueryAlias spark_catalog.default.t_long_1_5_through_7_11
Expand Down
22 changes: 11 additions & 11 deletions sql/core/src/test/resources/sql-tests/inputs/kllquantiles.sql
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -64,31 +64,31 @@ VALUES
(CAST(7 AS DOUBLE), CAST(11 AS DOUBLE)) AS tab(col1, col2);

-- BIGINT sketches
SELECT split(kll_sketch_to_string_bigint(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_bigint(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_bigint(agg, 0.5) - 4) < 1 AS median_close_to_4,
abs(kll_sketch_get_rank_bigint(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
SELECT kll_sketch_agg_bigint(col1) AS agg
FROM t_byte_1_5_through_7_11
);

SELECT split(kll_sketch_to_string_bigint(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_bigint(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_bigint(agg, 0.5) - 4) < 1 AS median_close_to_4,
abs(kll_sketch_get_rank_bigint(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
SELECT kll_sketch_agg_bigint(col1) AS agg
FROM t_int_1_5_through_7_11
);

SELECT split(kll_sketch_to_string_bigint(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_bigint(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_bigint(agg, 0.5) - 4) < 1 AS median_close_to_4,
abs(kll_sketch_get_rank_bigint(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
SELECT kll_sketch_agg_bigint(col1) AS agg
FROM t_long_1_5_through_7_11
);

SELECT split(kll_sketch_to_string_bigint(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_bigint(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_bigint(agg, 0.5) - 4) < 1 AS median_close_to_4,
abs(kll_sketch_get_rank_bigint(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
Expand All@@ -97,7 +97,7 @@ FROM (
);

-- FLOAT sketches (only accepts float types to avoid precision loss)
SELECT split(kll_sketch_to_string_float(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_float(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_float(agg, 0.5) - 4.0) < 0.5 AS median_close_to_4,
abs(kll_sketch_get_rank_float(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
Expand All@@ -106,7 +106,7 @@ FROM (
);

-- DOUBLE sketches (accepts float and double types to avoid precision loss from integer conversion)
SELECT split(kll_sketch_to_string_double(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_double(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_double(agg, 0.5) - 4.0) < 0.5 AS median_close_to_4,
abs(kll_sketch_get_rank_double(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
Expand All@@ -115,7 +115,7 @@ FROM (
);

-- Test float column with double sketch (valid type promotion)
SELECT split(kll_sketch_to_string_double(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_double(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_double(agg, 0.5) - 4.0) < 0.5 AS median_close_to_4,
abs(kll_sketch_get_rank_double(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
Expand DownExpand Up@@ -268,7 +268,7 @@ FROM t_long_1_5_through_7_11;
-- These queries should fail with type mismatch or validation errors

-- Type mismatch: BIGINT sketch does not accept DOUBLE columns
SELECT split(kll_sketch_to_string_bigint(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_bigint(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_bigint(agg, 0.5) - 4) < 1 AS median_close_to_4,
abs(kll_sketch_get_rank_bigint(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
Expand All@@ -277,7 +277,7 @@ FROM (
);

-- Type mismatch: BIGINT sketch does not accept FLOAT columns
SELECT split(kll_sketch_to_string_bigint(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_bigint(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_bigint(agg, 0.5) - 4) < 1 AS median_close_to_4,
abs(kll_sketch_get_rank_bigint(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
Expand All@@ -286,7 +286,7 @@ FROM (
);

-- Type mismatch: FLOAT sketch does not accept DOUBLE columns
SELECT split(kll_sketch_to_string_float(agg), '\n')[1] LIKE '%Kll%' AS str_contains_kll,
SELECT lower(kll_sketch_to_string_float(agg)) LIKE '%kll%' AS str_contains_kll,
abs(kll_sketch_get_quantile_float(agg, 0.5) - 4.0) < 0.5 AS median_close_to_4,
abs(kll_sketch_get_rank_float(agg, 3) - 0.4) < 0.1 AS rank3_close_to_0_4
FROM (
Expand DownExpand Up@@ -378,7 +378,7 @@ FROM (
-- interpret the binary data. This query succeeds even though we're using a DOUBLE
-- to_string function on a BIGINT sketch. The function reads the binary representation
-- and produces output, but the numeric values will be incorrectly interpreted.
SELECT kll_sketch_to_string_double(agg) LIKE '%Kll%' AS contains_kll_header
SELECT lower(kll_sketch_to_string_double(agg)) LIKE '%kll%' AS contains_kll_header
FROM (
SELECT kll_sketch_agg_bigint(col1) AS agg
FROM t_long_1_5_through_7_11
Expand Down
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