IMPALA-12570: Add longer strings to tables containing collections

IMPALA-12373 introduces small string optimisation, after which not all
strings will have a var-len part.

IMPALA-12159 adds support for ORDER BY for collections of variable
length types in the select list, but the test tables it uses only/mostly
contain short strings.

This patch has two modifications:

1. It introduces longer strings in 'collection_tbl' and
'collection_struct_mix'. It also adds two more rows to the existing one
in 'collection_tbl' so that it can be used in sorting tests. These
tables are only used by complex types tests, so the impact is limited.

2. It modifies RandomNestedDataGenerator.java, so that now it takes a
parameter for string length. Some variable names are changed to clearer
names. The references to and uses of RandomNestedDataGenerator are
updated.

Change-Id: Ief770d6bc9258fce159a733d5afa34fe594b96f8
Reviewed-on: http://gerrit.cloudera.org:8080/20718
Reviewed-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
Tested-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
This commit is contained in:
Daniel Becker
2023-11-17 13:50:24 +01:00
committed by Impala Public Jenkins
parent ae848a6cef
commit 6d3317b9a1
7 changed files with 169 additions and 70 deletions

View File

@@ -42,7 +42,8 @@ import org.apache.parquet.hadoop.metadata.CompressionCodecName;
public class RandomNestedDataGenerator {
public static Random rand;
public static int numListItems;
public static int maxNormalStrLen;
public static int maxNumListItems;
public static int numElementsGenerated = 0;
public static ArrayList<Double> doubleCache;
public static ArrayList<Float> floatCache;
@@ -126,7 +127,7 @@ public class RandomNestedDataGenerator {
stringCache = new ArrayList<String>();
for (int i = 0; i < NUM_ELEMENTS; i++) {
StringBuilder sb = new StringBuilder();
int len = rand.nextInt(10);
int len = rand.nextInt(maxNormalStrLen);
for (int j = 0; j < len; j++) {
sb.append(alphabet.charAt(rand.nextInt(alphabet.length())));
}
@@ -144,7 +145,7 @@ public class RandomNestedDataGenerator {
private static int generateListLength(int depth) {
if (rand.nextDouble() < 0.1) return 0; // empty list
return rand.nextInt(numListItems);
return rand.nextInt(maxNumListItems);
}
private static Schema getNonNullSchema(Schema schema) {
@@ -254,19 +255,21 @@ public class RandomNestedDataGenerator {
public static void main(String[] args) throws Exception {
final int num_args = args.length;
if (num_args < 4 || num_args > 5) {
if (num_args < 5 || num_args > 6) {
System.err.println(
"Arguments: schema_file num_elements list_len output_file [random_seed]");
"Arguments: schema_file num_elements max_normal_str_len max_list_len " +
"output_file [random_seed]");
System.exit(1);
}
String schemaFile = args[0];
int numElements = Integer.valueOf(args[1]);
numListItems = Integer.valueOf(args[2]);
String outputFile = args[3];
maxNormalStrLen = Integer.valueOf(args[2]);
maxNumListItems = Integer.valueOf(args[3]);
String outputFile = args[4];
Optional<Long> seed;
if (num_args > 4) {
seed = Optional.of(Long.valueOf(args[4]));
if (num_args > 5) {
seed = Optional.of(Long.valueOf(args[5]));
} else {
seed = Optional.empty();
}

View File

@@ -25,16 +25,17 @@ SHELL_CMD=${IMPALA_HOME}/bin/impala-shell.sh
usage() {
echo "Usage: $0 [-n num databases] [-e num elements]" 1>&2;
echo " [-i num list items] [-f]" 1>&2;
echo " [-l string length] [-i num list items] [-f]" 1>&2;
echo "Tables will be flattened if -f is set." 1>&2;
exit 1;
}
NUM_DATABASES=1
NUM_ELEMENTS=$((10**7))
STR_LEN=10
NUM_FIELDS=30
FLATTEN=false
while getopts ":n:e:i:f" OPTION; do
while getopts ":n:e:l:i:f" OPTION; do
case "${OPTION}" in
n)
NUM_DATABASES=${OPTARG}
@@ -42,6 +43,9 @@ while getopts ":n:e:i:f" OPTION; do
e)
NUM_ELEMENTS=${OPTARG}
;;
l)
STR_LEN=${OPTARG}
;;
i)
NUM_FIELDS=${OPTARG}
;;
@@ -81,7 +85,7 @@ do
TABLE_NAME="${FILE_NAME%.*}"
mvn $IMPALA_MAVEN_OPTIONS -f "${IMPALA_HOME}/java/datagenerator/pom.xml" exec:java \
-Dexec.mainClass="org.apache.impala.datagenerator.RandomNestedDataGenerator" \
-Dexec.args="${AVRO_SCHEMA_PATH} ${NUM_ELEMENTS} ${NUM_FIELDS} ${DB_DIR}/${TABLE_NAME}/${TABLE_NAME}.parquet";
-Dexec.args="${AVRO_SCHEMA_PATH} ${NUM_ELEMENTS} ${STR_LEN} ${NUM_FIELDS} ${DB_DIR}/${TABLE_NAME}/${TABLE_NAME}.parquet";
if $FLATTEN; then
mvn $IMPALA_MAVEN_OPTIONS -f "${IMPALA_HOME}/java/TableFlattener/pom.xml" \

View File

@@ -1007,7 +1007,7 @@ Generated with RandomNestedDataGenerator.java from the following schema:
The following command was used:
mvn -f "${IMPALA_HOME}/java/datagenerator/pom.xml" exec:java
-Dexec.mainClass="org.apache.impala.datagenerator.RandomNestedDataGenerator"
-Dexec.args="${input_table_schema}.avsc 1500000 15 '${output_file}.parquet'";
-Dexec.args="${input_table_schema}.avsc 1500000 10 15 '${output_file}.parquet'";
empty_present_stream.orc:
Generated by ORC C++ library using the following code

View File

@@ -3877,27 +3877,27 @@ INSERT OVERWRITE TABLE {db_name}{db_suffix}.{table_name} VALUES
array(1, 2, NULL),
array(array(1, 2, NULL), array(3)),
array(array(array(1, 2, NULL), array(3)), array(array(4))),
array("1", "2", NULL),
array(array("1", "2", NULL), array("3")),
array(array(array("1", "2", NULL), array("3")), array(array("4"))),
map(1, "first", 2, "second"),
map(1, map(10, "ten", 20, "twenty"), 2, map(30, "thirty", 40, "forty")),
array("1", "two wooden boxes", NULL),
array(array("one silk glove", "2", NULL), array("three pancakes")),
array(array(array("1", "second harmonic", NULL), array("three cities")), array(array("four castles"))),
map(1, "first automobile", 2, "second"),
map(1, map(10, "ten", 20, "twentieth paragraph"), 2, map(30, "thirty minutes", 40, "forty")),
map(
1, map(10, map(100, "hundred", 200, "two hundred"), 20, map(300, "three hundred", 400, "four hundred")),
2, map(30, map(500, "five hundred", 600, "six hundred"), 40, map(700, "seven hundred", 800, "eight hundred"))
1, map(10, map(100, "hundred", 200, "two hundred pages"), 20, map(300, "three hundred pages", 400, "four hundred")),
2, map(30, map(500, "five hundred pages", 600, "six hundred"), 40, map(700, "seven hundred pages", 800, "eight hundred"))
),
map(
1, map(10, array(100, 200), 20, array(300, 400)),
2, map(30, array(500, 600), 40, array(700, 800))
),
map(true, "true", false, "false"),
map(-1Y, "a", 0Y, "b", 1Y, "c"),
map(-1S, "a", 0S, "b", 1S, "c"),
map(-1L, "a", 0L, "b", 1L, "c"),
map(cast(-1.5 as FLOAT), "a", cast(0.25 as FLOAT), "b", cast(1.75 as FLOAT), "c"),
map(cast(-1.5 as DOUBLE), "a", cast(0.25 as DOUBLE), "b", cast(1.75 as DOUBLE), "c"),
map(-1.8, "a", 0.2, "b", 1.2, "c"),
map("one", 1, "two", 2, "three", 3),
map(true, "true", false, "false statement"),
map(-1Y, "a nice sunny day", 0Y, "best day in my life", 1Y, "c"),
map(-1S, "a nice sunny day", 0S, "best day in my life", 1S, "c"),
map(-1L, "a nice sunny day", 0L, "best day in my life", 1L, "c"),
map(cast(-1.5 as FLOAT), "a nice sunny day", cast(0.25 as FLOAT), "best day in my life", cast(1.75 as FLOAT), "c"),
map(cast(-1.5 as DOUBLE), "a nice sunny day", cast(0.25 as DOUBLE), "best day in my life", cast(1.75 as DOUBLE), "c"),
map(-1.8, "a nice sunny day", 0.2, "best day in my life", 1.2, "c"),
map("one", 1, "two", 2, "three distinct values", 3),
map(cast("Mon" as CHAR(3)), 1,
cast("Tue" as CHAR(3)), 2,
cast("Wed" as CHAR(3)), 3,
@@ -3909,7 +3909,83 @@ INSERT OVERWRITE TABLE {db_name}{db_suffix}.{table_name} VALUES
map(cast("a" as VARCHAR(3)), "A", cast("ab" as VARCHAR(3)), "AB", cast("abc" as VARCHAR(3)), "ABC"),
map(to_utc_timestamp("2022-12-10 08:15:12", "UTC"), "Saturday morning",
to_utc_timestamp("2022-12-09 18:15:12", "UTC"), "Friday evening"),
map(to_date("2022-12-10"), "Saturday", to_date("2022-12-09"), "Friday")
map(to_date("2022-12-10"), "Saturday 24 hours", to_date("2022-12-09"), "Friday")
),
(2,
array(1, NULL, 3),
array(array(NULL, 1, 2, NULL), array(5, 14, NULL)),
array(array(array(NULL, 1, 2, NULL), array(5, 14, NULL)), array(array(NULL, 5))),
array("one dinosaur bone", NULL, "2", NULL),
array(array("1", "2", NULL, "four dinosaur bones"), array("five dinosaur bones")),
array(array(array("second dinosaur bone", NULL, NULL), array("three dinosaur bones")), array(array("one", NULL, "four dinosaur bones"))),
map(1, "first dinosaur bone", 2, "second", 3, NULL),
map(1, map(10, "ten dinosaur bones", 20, "20"), 2, map(30, "thirty dinosaur bones", 40, "forty dinosaur bones")),
map(
1, map(10, map(100, "hundred", 200, "two hundred dinosaur bones"), 20, map(300, "three hundred dinosaur bones", 400, "four hundred")),
2, map(30, map(500, "five hundred dinosaur bones", 600, "six hundred"), 40, map(700, "seven hundred dinosaur bones", 800, "eight hundred"))
),
map(
1, map(10, array(100, 200), 20, array(300, 400)),
2, map(30, array(500, 600), 40, array(700, 800))
),
map(true, "true", false, "false dinosaur bones"),
map(-1Y, "a nice dinosaur bone", 0Y, "best dinosaur bone", 1Y, "c"),
map(-1S, "a nice dinosaur bone", 0S, "best dinosaur bone", 1S, "c"),
map(-1L, "a nice dinosaur bone", 0L, "best dinosaur bone", 1L, "c"),
map(cast(-1.5 as FLOAT), "a nice dinosaur bone", cast(0.25 as FLOAT), "best dinosaur bone", cast(1.75 as FLOAT), "c"),
map(cast(-1.5 as DOUBLE), "a nice dinosaur bone", cast(0.25 as DOUBLE), "best dinosaur bone", cast(1.75 as DOUBLE), "c"),
map(-1.8, "a nice dinosaur bone", 0.2, "best dinosaur bone", 1.2, "c"),
map("one", 1, "two", 2, "three distinct dinosaur bones", 3),
map(cast("Mon" as CHAR(3)), 1,
cast("Tue" as CHAR(3)), 2,
cast("Wed" as CHAR(3)), 3,
cast("Thu" as CHAR(3)), 4,
cast("Fri" as CHAR(3)), 5,
cast("Sat" as CHAR(3)), 6,
cast("Sun" as CHAR(3)), 7
),
map(cast("a" as VARCHAR(3)), "A", cast("ab" as VARCHAR(3)), "AB", cast("abc" as VARCHAR(3)), "ABC"),
map(to_utc_timestamp("2022-12-10 08:15:12", "UTC"), "Saturday morning",
to_utc_timestamp("2022-12-09 18:15:12", "UTC"), "Friday evening"),
map(to_date("2022-12-10"), "Saturday 24 dinosaur bones", to_date("2022-12-09"), "Friday")
),
(3,
array(NULL, 4679, NULL, 49, NULL),
array(array(1, 2, NULL, NULL, 856), array(365, 855, 369, NULL)),
array(array(array(1, NULL, 2, NULL), array(NULL, 15)), array(array(NULL, 4))),
array("1", NULL, "three even-toed ungulates"),
array(array("one even-toed ungulate", "2", NULL, NULL), array(NULL, "three even-toed ungulates")),
array(array(array("1", "-1", "second even-toed ungulate", NULL), array("three even-toed ungulates")), array(array("four even-toed ungulate"))),
map(645, "fourth even-toed ungulate", 5, "fifth"),
map(1, map(10, "ten", 20, "twentieth even-toed ungulate"), 2, map(30, "thirty even-toed ungulates", 40, "forty")),
map(
1, map(10, map(100, "hundred", 200, "two hundred even-toed ungulates"), 20, map(300, "three hundred even-toed ungulates", 400, "four hundred")),
2, map(30, map(500, "five hundred even-toed ungulates", 600, "six hundred"), 40, map(700, "seven hundred even-toed ungulates", 800, "eight hundred"))
),
map(
1, map(10, array(100, 200), 20, array(300, 400)),
2, map(30, array(500, 600), 40, array(700, 800))
),
map(true, "true even-toed ungulate", false, "false"),
map(-1Y, "a nice even-toed ungulate", 0Y, "best even-toed ungulate", 1Y, "c"),
map(-1S, "a nice even-toed ungulate", 0S, "best even-toed ungulate", 1S, "c"),
map(-1L, "a nice even-toed ungulate", 0L, "best even-toed ungulate", 1L, "c"),
map(cast(-1.5 as FLOAT), "a nice even-toed ungulate", cast(0.25 as FLOAT), "best even-toed ungulate", cast(1.75 as FLOAT), "c"),
map(cast(-1.5 as DOUBLE), "a nice even-toed ungulate", cast(0.25 as DOUBLE), "best even-toed ungulate", cast(1.75 as DOUBLE), "c"),
map(-1.8, "a nice even-toed ungulate", 0.2, "best even-toed ungulate", 1.2, "c"),
map("one", 1, "two", 2, "three distinct even-toed ungulates", 3),
map(cast("Mon" as CHAR(3)), 1,
cast("Tue" as CHAR(3)), 2,
cast("Wed" as CHAR(3)), 3,
cast("Thu" as CHAR(3)), 4,
cast("Fri" as CHAR(3)), 5,
cast("Sat" as CHAR(3)), 6,
cast("Sun" as CHAR(3)), 7
),
map(cast("a" as VARCHAR(3)), "A", cast("ab" as VARCHAR(3)), "AB", cast("abc" as VARCHAR(3)), "ABC"),
map(to_utc_timestamp("2022-12-10 08:15:12", "UTC"), "Saturday morning",
to_utc_timestamp("2022-12-09 18:15:12", "UTC"), "Friday evening"),
map(to_date("2022-12-10"), "Saturday 24 even-toed ungulates", to_date("2022-12-09"), "Friday")
);
---- LOAD
====
@@ -3992,11 +4068,11 @@ INSERT OVERWRITE TABLE {db_name}{db_suffix}.{table_name} VALUES
(
1,
named_struct("arr", array(1, 2, 3, 4, NULL, NULL, 5)),
named_struct("m", map(1, "one", 2, "two", 0, NULL)),
named_struct("m", map(1, "one spaceship captain", 2, "two", 0, NULL)),
array(named_struct("i", 1L), named_struct("i", 2L), named_struct("i", 3L),
named_struct("i", 4L), NULL, named_struct("i", 5L), named_struct("i", NULL)),
array(named_struct("inner_struct", named_struct("str", "", "l", 0), "small", 2S), NULL,
named_struct("inner_struct", named_struct("str", "some_string", "l", 5), "small", 20S)),
named_struct("inner_struct", named_struct("str", "some spaceship captain", "l", 5), "small", 20S)),
named_struct("arr", array(array(to_date("2022-12-05"), to_date("2022-12-06"), NULL, to_date("2022-12-07")),
array(to_date("2022-12-08"), to_date("2022-12-09"), NULL)), "i", 2),
map(
@@ -4016,7 +4092,7 @@ INSERT OVERWRITE TABLE {db_name}{db_suffix}.{table_name} VALUES
"n", 98
),
"small", named_struct(
"str", "somestring",
"str", "a few spaceship captains",
"i", 100
)
)
@@ -4025,11 +4101,11 @@ INSERT OVERWRITE TABLE {db_name}{db_suffix}.{table_name} VALUES
(
2,
named_struct("arr", if(false, array(1), NULL)),
named_struct("m", if(false, map(1, "one"), NULL)),
named_struct("m", if(false, map(1, "one soju distillery"), NULL)),
array(named_struct("i", 100L), named_struct("i", 8L), named_struct("i", 35L),
named_struct("i", 45L), NULL, named_struct("i", 193L), named_struct("i", NULL)),
array(named_struct("inner_struct", if(false, named_struct("str", "", "l", 0), NULL), "small", 104S),
named_struct("inner_struct", named_struct("str", "aaa", "l", 28), "small", 105S), NULL),
named_struct("inner_struct", named_struct("str", "a few soju distilleries", "l", 28), "small", 105S), NULL),
named_struct("arr", array(array(to_date("2022-12-10"), to_date("2022-12-11"), NULL, to_date("2022-12-12")),
if(false, array(to_date("2022-12-12")), NULL)), "i", 2754),
map(
@@ -4049,7 +4125,7 @@ INSERT OVERWRITE TABLE {db_name}{db_suffix}.{table_name} VALUES
"n", 95
),
"small", named_struct(
"str", "otherstring",
"str", "other soju distillery",
"i", 2048
)
),
@@ -4065,7 +4141,7 @@ INSERT OVERWRITE TABLE {db_name}{db_suffix}.{table_name} VALUES
"n", 8
),
"small", named_struct(
"str", "textstring",
"str", "test soju distillery",
"i", 0
)
),
@@ -4081,7 +4157,7 @@ INSERT OVERWRITE TABLE {db_name}{db_suffix}.{table_name} VALUES
"n", 93
), NULL),
"small", named_struct(
"str", "nextstring",
"str", "next soju distillery",
"i", 128
)
),

View File

@@ -11,8 +11,8 @@ select
all_mix
from collection_struct_mix;
---- RESULTS
1,'{"arr":[1,2,3,4,null,null,5]}','{"m":{1:"one",2:"two",0:null}}','[{"i":1},{"i":2},{"i":3},{"i":4},null,{"i":5},{"i":null}]','[{"inner_struct":{"str":"","l":0},"small":2},null,{"inner_struct":{"str":"some_string","l":5},"small":20}]','{"arr":[["2022-12-05","2022-12-06",null,"2022-12-07"],["2022-12-08","2022-12-09",null]],"i":2}','{10:{"big":{"arr":[{"inner_arr":[[0,null,-1,-5,null,8],[20,null]],"m":"2022-12-05 14:30:00"},{"inner_arr":[[12,1024,null],[null,null,84],[null,15,null]],"m":"2022-12-06 16:20:52"}],"n":98},"small":{"str":"somestring","i":100}}}'
2,'{"arr":null}','{"m":null}','[{"i":100},{"i":8},{"i":35},{"i":45},null,{"i":193},{"i":null}]','[{"inner_struct":null,"small":104},{"inner_struct":{"str":"aaa","l":28},"small":105},null]','{"arr":[["2022-12-10","2022-12-11",null,"2022-12-12"],null],"i":2754}','{20:{"big":{"arr":[null,{"inner_arr":[[12,1024,null],[null,null,84],[null,15,null]],"m":"2022-12-10 08:15:12"}],"n":95},"small":{"str":"otherstring","i":2048}},21:{"big":{"arr":null,"n":8},"small":{"str":"textstring","i":0}},22:{"big":null,"small":{"str":"nextstring","i":128}},23:null}'
1,'{"arr":[1,2,3,4,null,null,5]}','{"m":{1:"one spaceship captain",2:"two",0:null}}','[{"i":1},{"i":2},{"i":3},{"i":4},null,{"i":5},{"i":null}]','[{"inner_struct":{"str":"","l":0},"small":2},null,{"inner_struct":{"str":"some spaceship captain","l":5},"small":20}]','{"arr":[["2022-12-05","2022-12-06",null,"2022-12-07"],["2022-12-08","2022-12-09",null]],"i":2}','{10:{"big":{"arr":[{"inner_arr":[[0,null,-1,-5,null,8],[20,null]],"m":"2022-12-05 14:30:00"},{"inner_arr":[[12,1024,null],[null,null,84],[null,15,null]],"m":"2022-12-06 16:20:52"}],"n":98},"small":{"str":"a few spaceship captains","i":100}}}'
2,'{"arr":null}','{"m":null}','[{"i":100},{"i":8},{"i":35},{"i":45},null,{"i":193},{"i":null}]','[{"inner_struct":null,"small":104},{"inner_struct":{"str":"a few soju distilleries","l":28},"small":105},null]','{"arr":[["2022-12-10","2022-12-11",null,"2022-12-12"],null],"i":2754}','{20:{"big":{"arr":[null,{"inner_arr":[[12,1024,null],[null,null,84],[null,15,null]],"m":"2022-12-10 08:15:12"}],"n":95},"small":{"str":"other soju distillery","i":2048}},21:{"big":{"arr":null,"n":8},"small":{"str":"test soju distillery","i":0}},22:{"big":null,"small":{"str":"next soju distillery","i":128}},23:null}'
---- TYPES
INT,STRING,STRING,STRING,STRING,STRING,STRING
====
@@ -141,9 +141,9 @@ select id, item from collection_struct_mix, collection_struct_mix.arr_contains_n
---- RESULTS
1,'{"inner_struct":{"str":"","l":0},"small":2}'
1,'NULL'
1,'{"inner_struct":{"str":"some_string","l":5},"small":20}'
1,'{"inner_struct":{"str":"some spaceship captain","l":5},"small":20}'
2,'{"inner_struct":null,"small":104}'
2,'{"inner_struct":{"str":"aaa","l":28},"small":105}'
2,'{"inner_struct":{"str":"a few soju distilleries","l":28},"small":105}'
2,'NULL'
---- TYPES
INT,STRING
@@ -157,9 +157,9 @@ select id, item from sub2, sub2.arr2 a;
---- RESULTS
1,'{"inner_struct":{"str":"","l":0},"small":2}'
1,'NULL'
1,'{"inner_struct":{"str":"some_string","l":5},"small":20}'
1,'{"inner_struct":{"str":"some spaceship captain","l":5},"small":20}'
2,'{"inner_struct":null,"small":104}'
2,'{"inner_struct":{"str":"aaa","l":28},"small":105}'
2,'{"inner_struct":{"str":"a few soju distilleries","l":28},"small":105}'
2,'NULL'
---- TYPES
INT,STRING
@@ -172,9 +172,9 @@ select id, item from collection_struct_mix_view,
---- RESULTS
1,'{"inner_struct":{"str":"","l":0},"small":2}'
1,'NULL'
1,'{"inner_struct":{"str":"some_string","l":5},"small":20}'
1,'{"inner_struct":{"str":"some spaceship captain","l":5},"small":20}'
2,'{"inner_struct":null,"small":104}'
2,'{"inner_struct":{"str":"aaa","l":28},"small":105}'
2,'{"inner_struct":{"str":"a few soju distilleries","l":28},"small":105}'
2,'NULL'
---- TYPES
INT,STRING
@@ -229,9 +229,9 @@ select id, a.item, a.item.inner_struct, a.item.small from collection_struct_mix,
---- RESULTS
1,'{"inner_struct":{"str":"","l":0},"small":2}','{"str":"","l":0}',2
1,'NULL','NULL',NULL
1,'{"inner_struct":{"str":"some_string","l":5},"small":20}','{"str":"some_string","l":5}',20
1,'{"inner_struct":{"str":"some spaceship captain","l":5},"small":20}','{"str":"some spaceship captain","l":5}',20
2,'{"inner_struct":null,"small":104}','NULL',104
2,'{"inner_struct":{"str":"aaa","l":28},"small":105}','{"str":"aaa","l":28}',105
2,'{"inner_struct":{"str":"a few soju distilleries","l":28},"small":105}','{"str":"a few soju distilleries","l":28}',105
2,'NULL','NULL',NULL
---- TYPES
INT,STRING,STRING,SMALLINT
@@ -243,9 +243,9 @@ select id, a.item, a.item.inner_struct, a.item.small from collection_struct_mix_
---- RESULTS
1,'{"inner_struct":{"str":"","l":0},"small":2}','{"str":"","l":0}',2
1,'NULL','NULL',NULL
1,'{"inner_struct":{"str":"some_string","l":5},"small":20}','{"str":"some_string","l":5}',20
1,'{"inner_struct":{"str":"some spaceship captain","l":5},"small":20}','{"str":"some spaceship captain","l":5}',20
2,'{"inner_struct":null,"small":104}','NULL',104
2,'{"inner_struct":{"str":"aaa","l":28},"small":105}','{"str":"aaa","l":28}',105
2,'{"inner_struct":{"str":"a few soju distilleries","l":28},"small":105}','{"str":"a few soju distilleries","l":28}',105
2,'NULL','NULL',NULL
---- TYPES
INT,STRING,STRING,SMALLINT
@@ -258,9 +258,9 @@ select id, a.item, a.item.inner_struct, a.item.small from sub,
---- RESULTS
1,'{"inner_struct":{"str":"","l":0},"small":2}','{"str":"","l":0}',2
1,'NULL','NULL',NULL
1,'{"inner_struct":{"str":"some_string","l":5},"small":20}','{"str":"some_string","l":5}',20
1,'{"inner_struct":{"str":"some spaceship captain","l":5},"small":20}','{"str":"some spaceship captain","l":5}',20
2,'{"inner_struct":null,"small":104}','NULL',104
2,'{"inner_struct":{"str":"aaa","l":28},"small":105}','{"str":"aaa","l":28}',105
2,'{"inner_struct":{"str":"a few soju distilleries","l":28},"small":105}','{"str":"a few soju distilleries","l":28}',105
2,'NULL','NULL',NULL
---- TYPES
INT,STRING,STRING,SMALLINT
@@ -345,7 +345,7 @@ STRING
set STRINGIFY_MAP_KEYS=1;
select id, struct_contains_map from collection_struct_mix;
---- RESULTS
1,'{"m":{"1":"one","2":"two","0":null}}'
1,'{"m":{"1":"one spaceship captain","2":"two","0":null}}'
2,'{"m":null}'
---- TYPES
INT,STRING
@@ -478,8 +478,8 @@ select * from (
select * from sub
) sub2;
---- RESULTS
1,'{"arr":[1,2,3,4,null,null,5]}','{"m":{1:"one",2:"two",0:null}}','[{"i":1},{"i":2},{"i":3},{"i":4},null,{"i":5},{"i":null}]','[{"inner_struct":{"str":"","l":0},"small":2},null,{"inner_struct":{"str":"some_string","l":5},"small":20}]','{"arr":[["2022-12-05","2022-12-06",null,"2022-12-07"],["2022-12-08","2022-12-09",null]],"i":2}','{10:{"big":{"arr":[{"inner_arr":[[0,null,-1,-5,null,8],[20,null]],"m":"2022-12-05 14:30:00"},{"inner_arr":[[12,1024,null],[null,null,84],[null,15,null]],"m":"2022-12-06 16:20:52"}],"n":98},"small":{"str":"somestring","i":100}}}'
2,'{"arr":null}','{"m":null}','[{"i":100},{"i":8},{"i":35},{"i":45},null,{"i":193},{"i":null}]','[{"inner_struct":null,"small":104},{"inner_struct":{"str":"aaa","l":28},"small":105},null]','{"arr":[["2022-12-10","2022-12-11",null,"2022-12-12"],null],"i":2754}','{20:{"big":{"arr":[null,{"inner_arr":[[12,1024,null],[null,null,84],[null,15,null]],"m":"2022-12-10 08:15:12"}],"n":95},"small":{"str":"otherstring","i":2048}},21:{"big":{"arr":null,"n":8},"small":{"str":"textstring","i":0}},22:{"big":null,"small":{"str":"nextstring","i":128}},23:null}'
1,'{"arr":[1,2,3,4,null,null,5]}','{"m":{1:"one spaceship captain",2:"two",0:null}}','[{"i":1},{"i":2},{"i":3},{"i":4},null,{"i":5},{"i":null}]','[{"inner_struct":{"str":"","l":0},"small":2},null,{"inner_struct":{"str":"some spaceship captain","l":5},"small":20}]','{"arr":[["2022-12-05","2022-12-06",null,"2022-12-07"],["2022-12-08","2022-12-09",null]],"i":2}','{10:{"big":{"arr":[{"inner_arr":[[0,null,-1,-5,null,8],[20,null]],"m":"2022-12-05 14:30:00"},{"inner_arr":[[12,1024,null],[null,null,84],[null,15,null]],"m":"2022-12-06 16:20:52"}],"n":98},"small":{"str":"a few spaceship captains","i":100}}}'
2,'{"arr":null}','{"m":null}','[{"i":100},{"i":8},{"i":35},{"i":45},null,{"i":193},{"i":null}]','[{"inner_struct":null,"small":104},{"inner_struct":{"str":"a few soju distilleries","l":28},"small":105},null]','{"arr":[["2022-12-10","2022-12-11",null,"2022-12-12"],null],"i":2754}','{20:{"big":{"arr":[null,{"inner_arr":[[12,1024,null],[null,null,84],[null,15,null]],"m":"2022-12-10 08:15:12"}],"n":95},"small":{"str":"other soju distillery","i":2048}},21:{"big":{"arr":null,"n":8},"small":{"str":"test soju distillery","i":0}},22:{"big":null,"small":{"str":"next soju distillery","i":128}},23:null}'
---- TYPES
INT,STRING,STRING,STRING,STRING,STRING,STRING
====
@@ -494,8 +494,8 @@ select id, arr_contains_nested_struct, struct_contains_nested_arr.* from (
select id, arr_contains_nested_struct, struct_contains_nested_arr from sub
) sub2;
---- RESULTS
1,'[{"inner_struct":{"str":"","l":0},"small":2},null,{"inner_struct":{"str":"some_string","l":5},"small":20}]',2
2,'[{"inner_struct":null,"small":104},{"inner_struct":{"str":"aaa","l":28},"small":105},null]',2754
1,'[{"inner_struct":{"str":"","l":0},"small":2},null,{"inner_struct":{"str":"some spaceship captain","l":5},"small":20}]',2
2,'[{"inner_struct":null,"small":104},{"inner_struct":{"str":"a few soju distilleries","l":28},"small":105},null]',2754
---- TYPES
INT,STRING,INT
====
@@ -510,8 +510,8 @@ select id, arr_contains_nested_struct, struct_contains_nested_arr.* from (
select id, arr_contains_nested_struct, struct_contains_nested_arr from sub
) sub2;
---- RESULTS
1,'[{"inner_struct":{"str":"","l":0},"small":2},null,{"inner_struct":{"str":"some_string","l":5},"small":20}]','[["2022-12-05","2022-12-06",null,"2022-12-07"],["2022-12-08","2022-12-09",null]]',2
2,'[{"inner_struct":null,"small":104},{"inner_struct":{"str":"aaa","l":28},"small":105},null]','[["2022-12-10","2022-12-11",null,"2022-12-12"],null]',2754
1,'[{"inner_struct":{"str":"","l":0},"small":2},null,{"inner_struct":{"str":"some spaceship captain","l":5},"small":20}]','[["2022-12-05","2022-12-06",null,"2022-12-07"],["2022-12-08","2022-12-09",null]]',2
2,'[{"inner_struct":null,"small":104},{"inner_struct":{"str":"a few soju distilleries","l":28},"small":105},null]','[["2022-12-10","2022-12-11",null,"2022-12-12"],null]',2754
---- TYPES
INT,STRING,STRING,INT
====
@@ -542,9 +542,9 @@ from collection_struct_mix, collection_struct_mix.arr_contains_nested_struct arr
---- RESULTS
1,'{"str":"","l":0}',2
1,'NULL',NULL
1,'{"str":"some_string","l":5}',20
1,'{"str":"some spaceship captain","l":5}',20
2,'NULL',104
2,'{"str":"aaa","l":28}',105
2,'{"str":"a few soju distilleries","l":28}',105
2,'NULL',NULL
---- TYPES
INT,STRING,SMALLINT

View File

@@ -434,7 +434,9 @@ INT,INT,STRING
# IMPALA-11434: "More than 1 2d arrays in select list causes analysis error"
select id, arr_int_1d, arr_int_2d, arr_int_3d, arr_string_1d, arr_string_2d, arr_string_3d from collection_tbl;
---- RESULTS
1,'[1,2,null]','[[1,2,null],[3]]','[[[1,2,null],[3]],[[4]]]','["1","2",null]','[["1","2",null],["3"]]','[[["1","2",null],["3"]],[["4"]]]'
1,'[1,2,null]','[[1,2,null],[3]]','[[[1,2,null],[3]],[[4]]]','["1","two wooden boxes",null]','[["one silk glove","2",null],["three pancakes"]]','[[["1","second harmonic",null],["three cities"]],[["four castles"]]]'
2,'[1,null,3]','[[null,1,2,null],[5,14,null]]','[[[null,1,2,null],[5,14,null]],[[null,5]]]','["one dinosaur bone",null,"2",null]','[["1","2",null,"four dinosaur bones"],["five dinosaur bones"]]','[[["second dinosaur bone",null,null],["three dinosaur bones"]],[["one",null,"four dinosaur bones"]]]'
3,'[null,4679,null,49,null]','[[1,2,null,null,856],[365,855,369,null]]','[[[1,null,2,null],[null,15]],[[null,4]]]','["1",null,"three even-toed ungulates"]','[["one even-toed ungulate","2",null,null],[null,"three even-toed ungulates"]]','[[["1","-1","second even-toed ungulate",null],["three even-toed ungulates"]],[["four even-toed ungulate"]]]'
---- TYPES
INT,STRING,STRING,STRING,STRING,STRING,STRING
====
@@ -446,9 +448,9 @@ from alltypestiny a left outer join
(select id, arr_int_1d, arr_int_2d from collection_tbl) b
on a.id = b.id where a.id < 3;
---- RESULTS
0,'NULL','NULL'
1,'[1,2,null]','[[1,2,null],[3]]'
2,'NULL','NULL'
2,'[1,null,3]','[[null,1,2,null],[5,14,null]]'
0,'NULL','NULL'
---- TYPES
INT,STRING,STRING
=====

View File

@@ -361,7 +361,9 @@ BIGINT,STRING,INT
# IMPALA-11434: "More than 1 2d arrays in select list causes analysis error"
select id, map_1d, map_2d, map_3d, arr_int_3d, map_map_array from collection_tbl;
---- RESULTS
1,'{1:"first",2:"second"}','{1:{10:"ten",20:"twenty"},2:{30:"thirty",40:"forty"}}','{1:{10:{100:"hundred",200:"two hundred"},20:{300:"three hundred",400:"four hundred"}},2:{30:{500:"five hundred",600:"six hundred"},40:{700:"seven hundred",800:"eight hundred"}}}','[[[1,2,null],[3]],[[4]]]','{1:{10:[100,200],20:[300,400]},2:{30:[500,600],40:[700,800]}}'
1,'{1:"first automobile",2:"second"}','{1:{10:"ten",20:"twentieth paragraph"},2:{30:"thirty minutes",40:"forty"}}','{1:{10:{100:"hundred",200:"two hundred pages"},20:{300:"three hundred pages",400:"four hundred"}},2:{30:{500:"five hundred pages",600:"six hundred"},40:{700:"seven hundred pages",800:"eight hundred"}}}','[[[1,2,null],[3]],[[4]]]','{1:{10:[100,200],20:[300,400]},2:{30:[500,600],40:[700,800]}}'
2,'{1:"first dinosaur bone",2:"second",3:null}','{1:{10:"ten dinosaur bones",20:"20"},2:{30:"thirty dinosaur bones",40:"forty dinosaur bones"}}','{1:{10:{100:"hundred",200:"two hundred dinosaur bones"},20:{300:"three hundred dinosaur bones",400:"four hundred"}},2:{30:{500:"five hundred dinosaur bones",600:"six hundred"},40:{700:"seven hundred dinosaur bones",800:"eight hundred"}}}','[[[null,1,2,null],[5,14,null]],[[null,5]]]','{1:{10:[100,200],20:[300,400]},2:{30:[500,600],40:[700,800]}}'
3,'{645:"fourth even-toed ungulate",5:"fifth"}','{1:{10:"ten",20:"twentieth even-toed ungulate"},2:{30:"thirty even-toed ungulates",40:"forty"}}','{1:{10:{100:"hundred",200:"two hundred even-toed ungulates"},20:{300:"three hundred even-toed ungulates",400:"four hundred"}},2:{30:{500:"five hundred even-toed ungulates",600:"six hundred"},40:{700:"seven hundred even-toed ungulates",800:"eight hundred"}}}','[[[1,null,2,null],[null,15]],[[null,4]]]','{1:{10:[100,200],20:[300,400]},2:{30:[500,600],40:[700,800]}}'
---- TYPES
INT,STRING,STRING,STRING,STRING,STRING
=====
@@ -369,10 +371,18 @@ INT,STRING,STRING,STRING,STRING,STRING
select id, map_1d, map_2d, mma.value mma_value, ma.value ma_value
from collection_tbl c, c.map_map_array mma, mma.value ma;
---- RESULTS
1,'{1:"first",2:"second"}','{1:{10:"ten",20:"twenty"},2:{30:"thirty",40:"forty"}}','{10:[100,200],20:[300,400]}','[100,200]'
1,'{1:"first",2:"second"}','{1:{10:"ten",20:"twenty"},2:{30:"thirty",40:"forty"}}','{10:[100,200],20:[300,400]}','[300,400]'
1,'{1:"first",2:"second"}','{1:{10:"ten",20:"twenty"},2:{30:"thirty",40:"forty"}}','{30:[500,600],40:[700,800]}','[500,600]'
1,'{1:"first",2:"second"}','{1:{10:"ten",20:"twenty"},2:{30:"thirty",40:"forty"}}','{30:[500,600],40:[700,800]}','[700,800]'
1,'{1:"first automobile",2:"second"}','{1:{10:"ten",20:"twentieth paragraph"},2:{30:"thirty minutes",40:"forty"}}','{10:[100,200],20:[300,400]}','[100,200]'
1,'{1:"first automobile",2:"second"}','{1:{10:"ten",20:"twentieth paragraph"},2:{30:"thirty minutes",40:"forty"}}','{10:[100,200],20:[300,400]}','[300,400]'
1,'{1:"first automobile",2:"second"}','{1:{10:"ten",20:"twentieth paragraph"},2:{30:"thirty minutes",40:"forty"}}','{30:[500,600],40:[700,800]}','[500,600]'
1,'{1:"first automobile",2:"second"}','{1:{10:"ten",20:"twentieth paragraph"},2:{30:"thirty minutes",40:"forty"}}','{30:[500,600],40:[700,800]}','[700,800]'
2,'{1:"first dinosaur bone",2:"second",3:null}','{1:{10:"ten dinosaur bones",20:"20"},2:{30:"thirty dinosaur bones",40:"forty dinosaur bones"}}','{10:[100,200],20:[300,400]}','[100,200]'
2,'{1:"first dinosaur bone",2:"second",3:null}','{1:{10:"ten dinosaur bones",20:"20"},2:{30:"thirty dinosaur bones",40:"forty dinosaur bones"}}','{10:[100,200],20:[300,400]}','[300,400]'
2,'{1:"first dinosaur bone",2:"second",3:null}','{1:{10:"ten dinosaur bones",20:"20"},2:{30:"thirty dinosaur bones",40:"forty dinosaur bones"}}','{30:[500,600],40:[700,800]}','[500,600]'
2,'{1:"first dinosaur bone",2:"second",3:null}','{1:{10:"ten dinosaur bones",20:"20"},2:{30:"thirty dinosaur bones",40:"forty dinosaur bones"}}','{30:[500,600],40:[700,800]}','[700,800]'
3,'{645:"fourth even-toed ungulate",5:"fifth"}','{1:{10:"ten",20:"twentieth even-toed ungulate"},2:{30:"thirty even-toed ungulates",40:"forty"}}','{10:[100,200],20:[300,400]}','[100,200]'
3,'{645:"fourth even-toed ungulate",5:"fifth"}','{1:{10:"ten",20:"twentieth even-toed ungulate"},2:{30:"thirty even-toed ungulates",40:"forty"}}','{10:[100,200],20:[300,400]}','[300,400]'
3,'{645:"fourth even-toed ungulate",5:"fifth"}','{1:{10:"ten",20:"twentieth even-toed ungulate"},2:{30:"thirty even-toed ungulates",40:"forty"}}','{30:[500,600],40:[700,800]}','[500,600]'
3,'{645:"fourth even-toed ungulate",5:"fifth"}','{1:{10:"ten",20:"twentieth even-toed ungulate"},2:{30:"thirty even-toed ungulates",40:"forty"}}','{30:[500,600],40:[700,800]}','[700,800]'
---- TYPES
INT,STRING,STRING,STRING,STRING
=====
@@ -394,7 +404,9 @@ select
map_date_key
from collection_tbl;
---- RESULTS
'{true:"true",false:"false"}','{-1:"a",0:"b",1:"c"}','{-1:"a",0:"b",1:"c"}','{-1:"a",0:"b",1:"c"}','{-1.5:"a",0.25:"b",1.75:"c"}','{-1.5:"a",0.25:"b",1.75:"c"}','{-1.8:"a",0.2:"b",1.2:"c"}','{"one":1,"two":2,"three":3}','{"Mon":1,"Tue":2,"Wed":3,"Thu":4,"Fri":5,"Sat":6,"Sun":7}','{"a":"A","ab":"AB","abc":"ABC"}','{"2022-12-10 08:15:12":"Saturday morning","2022-12-09 18:15:12":"Friday evening"}','{"2022-12-10":"Saturday","2022-12-09":"Friday"}'
'{true:"true",false:"false statement"}','{-1:"a nice sunny day",0:"best day in my life",1:"c"}','{-1:"a nice sunny day",0:"best day in my life",1:"c"}','{-1:"a nice sunny day",0:"best day in my life",1:"c"}','{-1.5:"a nice sunny day",0.25:"best day in my life",1.75:"c"}','{-1.5:"a nice sunny day",0.25:"best day in my life",1.75:"c"}','{-1.8:"a nice sunny day",0.2:"best day in my life",1.2:"c"}','{"one":1,"two":2,"three distinct values":3}','{"Mon":1,"Tue":2,"Wed":3,"Thu":4,"Fri":5,"Sat":6,"Sun":7}','{"a":"A","ab":"AB","abc":"ABC"}','{"2022-12-10 08:15:12":"Saturday morning","2022-12-09 18:15:12":"Friday evening"}','{"2022-12-10":"Saturday 24 hours","2022-12-09":"Friday"}'
'{true:"true",false:"false dinosaur bones"}','{-1:"a nice dinosaur bone",0:"best dinosaur bone",1:"c"}','{-1:"a nice dinosaur bone",0:"best dinosaur bone",1:"c"}','{-1:"a nice dinosaur bone",0:"best dinosaur bone",1:"c"}','{-1.5:"a nice dinosaur bone",0.25:"best dinosaur bone",1.75:"c"}','{-1.5:"a nice dinosaur bone",0.25:"best dinosaur bone",1.75:"c"}','{-1.8:"a nice dinosaur bone",0.2:"best dinosaur bone",1.2:"c"}','{"one":1,"two":2,"three distinct dinosaur bones":3}','{"Mon":1,"Tue":2,"Wed":3,"Thu":4,"Fri":5,"Sat":6,"Sun":7}','{"a":"A","ab":"AB","abc":"ABC"}','{"2022-12-10 08:15:12":"Saturday morning","2022-12-09 18:15:12":"Friday evening"}','{"2022-12-10":"Saturday 24 dinosaur bones","2022-12-09":"Friday"}'
'{true:"true even-toed ungulate",false:"false"}','{-1:"a nice even-toed ungulate",0:"best even-toed ungulate",1:"c"}','{-1:"a nice even-toed ungulate",0:"best even-toed ungulate",1:"c"}','{-1:"a nice even-toed ungulate",0:"best even-toed ungulate",1:"c"}','{-1.5:"a nice even-toed ungulate",0.25:"best even-toed ungulate",1.75:"c"}','{-1.5:"a nice even-toed ungulate",0.25:"best even-toed ungulate",1.75:"c"}','{-1.8:"a nice even-toed ungulate",0.2:"best even-toed ungulate",1.2:"c"}','{"one":1,"two":2,"three distinct even-toed ungulates":3}','{"Mon":1,"Tue":2,"Wed":3,"Thu":4,"Fri":5,"Sat":6,"Sun":7}','{"a":"A","ab":"AB","abc":"ABC"}','{"2022-12-10 08:15:12":"Saturday morning","2022-12-09 18:15:12":"Friday evening"}','{"2022-12-10":"Saturday 24 even-toed ungulates","2022-12-09":"Friday"}'
---- TYPES
STRING,STRING,STRING,STRING,STRING,STRING,STRING,STRING,STRING,STRING,STRING,STRING
=====
@@ -417,7 +429,9 @@ select
map_date_key
from collection_tbl;
---- RESULTS
'{"true":"true","false":"false"}','{"-1":"a","0":"b","1":"c"}','{"-1":"a","0":"b","1":"c"}','{"-1":"a","0":"b","1":"c"}','{"-1.5":"a","0.25":"b","1.75":"c"}','{"-1.5":"a","0.25":"b","1.75":"c"}','{"-1.8":"a","0.2":"b","1.2":"c"}','{"one":1,"two":2,"three":3}','{"Mon":1,"Tue":2,"Wed":3,"Thu":4,"Fri":5,"Sat":6,"Sun":7}','{"a":"A","ab":"AB","abc":"ABC"}','{"2022-12-10 08:15:12":"Saturday morning","2022-12-09 18:15:12":"Friday evening"}','{"2022-12-10":"Saturday","2022-12-09":"Friday"}'
'{"true":"true","false":"false statement"}','{"-1":"a nice sunny day","0":"best day in my life","1":"c"}','{"-1":"a nice sunny day","0":"best day in my life","1":"c"}','{"-1":"a nice sunny day","0":"best day in my life","1":"c"}','{"-1.5":"a nice sunny day","0.25":"best day in my life","1.75":"c"}','{"-1.5":"a nice sunny day","0.25":"best day in my life","1.75":"c"}','{"-1.8":"a nice sunny day","0.2":"best day in my life","1.2":"c"}','{"one":1,"two":2,"three distinct values":3}','{"Mon":1,"Tue":2,"Wed":3,"Thu":4,"Fri":5,"Sat":6,"Sun":7}','{"a":"A","ab":"AB","abc":"ABC"}','{"2022-12-10 08:15:12":"Saturday morning","2022-12-09 18:15:12":"Friday evening"}','{"2022-12-10":"Saturday 24 hours","2022-12-09":"Friday"}'
'{"true":"true","false":"false dinosaur bones"}','{"-1":"a nice dinosaur bone","0":"best dinosaur bone","1":"c"}','{"-1":"a nice dinosaur bone","0":"best dinosaur bone","1":"c"}','{"-1":"a nice dinosaur bone","0":"best dinosaur bone","1":"c"}','{"-1.5":"a nice dinosaur bone","0.25":"best dinosaur bone","1.75":"c"}','{"-1.5":"a nice dinosaur bone","0.25":"best dinosaur bone","1.75":"c"}','{"-1.8":"a nice dinosaur bone","0.2":"best dinosaur bone","1.2":"c"}','{"one":1,"two":2,"three distinct dinosaur bones":3}','{"Mon":1,"Tue":2,"Wed":3,"Thu":4,"Fri":5,"Sat":6,"Sun":7}','{"a":"A","ab":"AB","abc":"ABC"}','{"2022-12-10 08:15:12":"Saturday morning","2022-12-09 18:15:12":"Friday evening"}','{"2022-12-10":"Saturday 24 dinosaur bones","2022-12-09":"Friday"}'
'{"true":"true even-toed ungulate","false":"false"}','{"-1":"a nice even-toed ungulate","0":"best even-toed ungulate","1":"c"}','{"-1":"a nice even-toed ungulate","0":"best even-toed ungulate","1":"c"}','{"-1":"a nice even-toed ungulate","0":"best even-toed ungulate","1":"c"}','{"-1.5":"a nice even-toed ungulate","0.25":"best even-toed ungulate","1.75":"c"}','{"-1.5":"a nice even-toed ungulate","0.25":"best even-toed ungulate","1.75":"c"}','{"-1.8":"a nice even-toed ungulate","0.2":"best even-toed ungulate","1.2":"c"}','{"one":1,"two":2,"three distinct even-toed ungulates":3}','{"Mon":1,"Tue":2,"Wed":3,"Thu":4,"Fri":5,"Sat":6,"Sun":7}','{"a":"A","ab":"AB","abc":"ABC"}','{"2022-12-10 08:15:12":"Saturday morning","2022-12-09 18:15:12":"Friday evening"}','{"2022-12-10":"Saturday 24 even-toed ungulates","2022-12-09":"Friday"}'
---- TYPES
STRING,STRING,STRING,STRING,STRING,STRING,STRING,STRING,STRING,STRING,STRING,STRING
=====