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SQL: Enable aggregations to create a separate bucket for missing values (#32832) 

Enable aggregations to create a separate bucket for missing values.
This commit is contained in:
Andrei Stefan 2018-08-27 17:56:28 +03:00 committed by GitHub
parent c41c614527
commit 3d9ca4baee
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
9 changed files with 154 additions and 15 deletions
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3
x-pack/plugin/sql/src/main/java/org/elasticsearch/xpack/sql/querydsl/agg/GroupByColumnKey.java
View File

@ -25,7 +25,8 @@ public class GroupByColumnKey extends GroupByKey {
public TermsValuesSourceBuilder asValueSource() {
return new TermsValuesSourceBuilder(id())
.field(fieldName())
.order(direction().asOrder());
.order(direction().asOrder())
.missingBucket(true);
}
@Override

3
x-pack/plugin/sql/src/main/java/org/elasticsearch/xpack/sql/querydsl/agg/GroupByDateKey.java
View File

@ -44,7 +44,8 @@ public class GroupByDateKey extends GroupByKey {
return new DateHistogramValuesSourceBuilder(id())
.field(fieldName())
.dateHistogramInterval(new DateHistogramInterval(interval))
.timeZone(DateTimeZone.forTimeZone(timeZone));
.timeZone(DateTimeZone.forTimeZone(timeZone))
.missingBucket(true);
}
@Override

3
x-pack/plugin/sql/src/main/java/org/elasticsearch/xpack/sql/querydsl/agg/GroupByScriptKey.java
View File

@ -36,7 +36,8 @@ public class GroupByScriptKey extends GroupByKey {
public TermsValuesSourceBuilder asValueSource() {
TermsValuesSourceBuilder builder = new TermsValuesSourceBuilder(id())
.script(script.toPainless())
.order(direction().asOrder());
.order(direction().asOrder())
.missingBucket(true);
if (script.outputType().isNumeric()) {
builder.valueType(ValueType.NUMBER);

14
x-pack/qa/sql/src/main/java/org/elasticsearch/xpack/qa/sql/jdbc/DataLoader.java
View File

@ -42,14 +42,15 @@ public class DataLoader {
}
protected static void loadEmpDatasetIntoEs(RestClient client) throws Exception {
loadEmpDatasetIntoEs(client, "test_emp");
loadEmpDatasetIntoEs(client, "test_emp_copy");
loadEmpDatasetIntoEs(client, "test_emp", "employees");
loadEmpDatasetIntoEs(client, "test_emp_copy", "employees");
loadEmpDatasetIntoEs(client, "test_emp_with_nulls", "employees_with_nulls");
makeAlias(client, "test_alias", "test_emp", "test_emp_copy");
makeAlias(client, "test_alias_emp", "test_emp", "test_emp_copy");
}
public static void loadDocsDatasetIntoEs(RestClient client) throws Exception {
loadEmpDatasetIntoEs(client, "emp");
loadEmpDatasetIntoEs(client, "emp", "employees");
loadLibDatasetIntoEs(client, "library");
makeAlias(client, "employees", "emp");
}
@ -62,7 +63,7 @@ public class DataLoader {
.endObject();
}
protected static void loadEmpDatasetIntoEs(RestClient client, String index) throws Exception {
protected static void loadEmpDatasetIntoEs(RestClient client, String index, String fileName) throws Exception {
Request request = new Request("PUT", "/" + index);
XContentBuilder createIndex = JsonXContent.contentBuilder().startObject();
createIndex.startObject("settings");
@ -129,16 +130,19 @@ public class DataLoader {
request = new Request("POST", "/" + index + "/emp/_bulk");
request.addParameter("refresh", "true");
StringBuilder bulk = new StringBuilder();
csvToLines("employees", (titles, fields) -> {
csvToLines(fileName, (titles, fields) -> {
bulk.append("{\"index\":{}}\n");
bulk.append('{');
String emp_no = fields.get(1);
for (int f = 0; f < fields.size(); f++) {
// an empty value in the csv file is treated as 'null', thus skipping it in the bulk request
if (fields.get(f).trim().length() > 0) {
if (f != 0) {
bulk.append(',');
}
bulk.append('"').append(titles.get(f)).append("\":\"").append(fields.get(f)).append('"');
}
}
// append department
List<List<String>> list = dep_emp.get(emp_no);
if (!list.isEmpty()) {

6
x-pack/qa/sql/src/main/java/org/elasticsearch/xpack/qa/sql/jdbc/SqlSpecTestCase.java
View File

@ -25,7 +25,10 @@ public abstract class SqlSpecTestCase extends SpecBaseIntegrationTestCase {
private String query;
@ClassRule
public static LocalH2 H2 = new LocalH2((c) -> c.createStatement().execute("RUNSCRIPT FROM 'classpath:/setup_test_emp.sql'"));
public static LocalH2 H2 = new LocalH2((c) -> {
c.createStatement().execute("RUNSCRIPT FROM 'classpath:/setup_test_emp.sql'");
c.createStatement().execute("RUNSCRIPT FROM 'classpath:/setup_test_emp_with_nulls.sql'");
});
@ParametersFactory(argumentFormatting = PARAM_FORMATTING)
public static List<Object[]> readScriptSpec() throws Exception {
@ -39,6 +42,7 @@ public abstract class SqlSpecTestCase extends SpecBaseIntegrationTestCase {
tests.addAll(readScriptSpec("/arithmetic.sql-spec", parser));
tests.addAll(readScriptSpec("/string-functions.sql-spec", parser));
tests.addAll(readScriptSpec("/case-functions.sql-spec", parser));
tests.addAll(readScriptSpec("/agg_nulls.sql-spec", parser));
return tests;
}

14
x-pack/qa/sql/src/main/resources/agg_nulls.sql-spec Normal file
View File

@ -0,0 +1,14 @@
selectGenderWithNullsAndGroupByGender
SELECT gender, COUNT(*) count FROM test_emp_with_nulls GROUP BY gender ORDER BY gender;
selectFirstNameWithNullsAndGroupByFirstName
SELECT first_name FROM test_emp_with_nulls GROUP BY first_name ORDER BY first_name;
selectCountWhereIsNull
SELECT COUNT(*) count FROM test_emp_with_nulls WHERE first_name IS NULL;
selectLanguagesCountWithNullsAndGroupByLanguage
SELECT languages l, COUNT(*) c FROM test_emp_with_nulls GROUP BY languages ORDER BY languages;
selectHireDateGroupByHireDate
SELECT hire_date HD, COUNT(*) c FROM test_emp_with_nulls GROUP BY hire_date ORDER BY hire_date DESC;
selectHireDateGroupByHireDate
SELECT hire_date HD, COUNT(*) c FROM test_emp_with_nulls GROUP BY hire_date ORDER BY hire_date DESC;
selectSalaryGroupBySalary
SELECT salary, COUNT(*) c FROM test_emp_with_nulls GROUP BY salary ORDER BY salary DESC;

7
x-pack/qa/sql/src/main/resources/alias.csv-spec
View File

@ -86,6 +86,7 @@ test_alias | ALIAS
test_alias_emp | ALIAS
test_emp | BASE TABLE
test_emp_copy | BASE TABLE
test_emp_with_nulls | BASE TABLE
;
testGroupByOnAlias
@ -98,10 +99,10 @@ F | 10099.28
;
testGroupByOnPattern
SELECT gender, PERCENTILE(emp_no, 97) p1 FROM test_* GROUP BY gender;
SELECT gender, PERCENTILE(emp_no, 97) p1 FROM test_* WHERE gender is NOT NULL GROUP BY gender;
gender:s | p1:d
F | 10099.28
M | 10095.75
F | 10099.32
M | 10095.98
;

101
x-pack/qa/sql/src/main/resources/employees_with_nulls.csv Normal file
View File

@ -0,0 +1,101 @@
birth_date,emp_no,first_name,gender,hire_date,languages,last_name,salary
1953-09-02T00:00:00Z,10001,Georgi,,1986-06-26T00:00:00Z,2,Facello,57305
1964-06-02T00:00:00Z,10002,Bezalel,,1985-11-21T00:00:00Z,5,Simmel,56371
1959-12-03T00:00:00Z,10003,Parto,,1986-08-28T00:00:00Z,4,Bamford,61805
1954-05-01T00:00:00Z,10004,Chirstian,,1986-12-01T00:00:00Z,5,Koblick,36174
1955-01-21T00:00:00Z,10005,Kyoichi,,1989-09-12T00:00:00Z,1,Maliniak,63528
1953-04-20T00:00:00Z,10006,Anneke,,1989-06-02T00:00:00Z,3,Preusig,60335
1957-05-23T00:00:00Z,10007,Tzvetan,,1989-02-10T00:00:00Z,4,Zielinski,74572
1958-02-19T00:00:00Z,10008,Saniya,,1994-09-15T00:00:00Z,2,Kalloufi,43906
1952-04-19T00:00:00Z,10009,Sumant,,1985-02-18T00:00:00Z,1,Peac,66174
1963-06-01T00:00:00Z,10010,Duangkaew,,1989-08-24T00:00:00Z,4,Piveteau,45797
1953-11-07T00:00:00Z,10011,Mary,F,1990-01-22T00:00:00Z,5,Sluis,31120
1960-10-04T00:00:00Z,10012,Patricio,M,1992-12-18T00:00:00Z,5,Bridgland,48942
1963-06-07T00:00:00Z,10013,Eberhardt,M,1985-10-20T00:00:00Z,1,Terkki,48735
1956-02-12T00:00:00Z,10014,Berni,M,1987-03-11T00:00:00Z,5,Genin,37137
1959-08-19T00:00:00Z,10015,Guoxiang,M,1987-07-02T00:00:00Z,5,Nooteboom,25324
1961-05-02T00:00:00Z,10016,Kazuhito,M,1995-01-27T00:00:00Z,2,Cappelletti,61358
1958-07-06T00:00:00Z,10017,Cristinel,F,1993-08-03T00:00:00Z,2,Bouloucos,58715
1954-06-19T00:00:00Z,10018,Kazuhide,F,1993-08-03T00:00:00Z,2,Peha,56760
1953-01-23T00:00:00Z,10019,Lillian,M,1993-08-03T00:00:00Z,1,Haddadi,73717
1952-12-24T00:00:00Z,10020,,M,1991-01-26T00:00:00Z,3,Warwick,40031
1960-02-20T00:00:00Z,10021,,M,1989-12-17T00:00:00Z,5,Erde,60408
1952-07-08T00:00:00Z,10022,,M,1995-08-22T00:00:00Z,3,Famili,48233
1953-09-29T00:00:00Z,10023,,F,1989-12-17T00:00:00Z,2,Montemayor,47896
1958-09-05T00:00:00Z,10024,,F,1997-05-19T00:00:00Z,3,Pettey,64675
1958-10-31T00:00:00Z,10025,Prasadram,M,1987-08-17T00:00:00Z,5,Heyers,47411
1953-04-03T00:00:00Z,10026,Yongqiao,M,1995-03-20T00:00:00Z,3,Berztiss,28336
1962-07-10T00:00:00Z,10027,Divier,F,1989-07-07T00:00:00Z,5,Reistad,73851
1963-11-26T00:00:00Z,10028,Domenick,M,1991-10-22T00:00:00Z,1,Tempesti,39356
1956-12-13T00:00:00Z,10029,Otmar,M,1985-11-20T00:00:00Z,,Herbst,74999
1958-07-14T00:00:00Z,10030,Elvis,M,1994-02-17T00:00:00Z,,Demeyer,67492
1959-01-27T00:00:00Z,10031,Karsten,M,1994-02-17T00:00:00Z,,Joslin,37716
1960-08-09T00:00:00Z,10032,Jeong,F,1990-06-20T00:00:00Z,,Reistad,62233
1956-11-14T00:00:00Z,10033,Arif,M,1987-03-18T00:00:00Z,,Merlo,70011
1962-12-29T00:00:00Z,10034,Bader,M,1988-09-05T00:00:00Z,,Swan,39878
1953-02-08T00:00:00Z,10035,Alain,M,1988-09-05T00:00:00Z,,Chappelet,25945
1959-08-10T00:00:00Z,10036,Adamantios,M,1992-01-03T00:00:00Z,,Portugali,60781
1963-07-22T00:00:00Z,10037,Pradeep,M,1990-12-05T00:00:00Z,,Makrucki,37691
1960-07-20T00:00:00Z,10038,Huan,M,1989-09-20T00:00:00Z,,Lortz,35222
1959-10-01T00:00:00Z,10039,Alejandro,M,1988-01-19T00:00:00Z,,Brender,36051
1959-09-13T00:00:00Z,10040,Weiyi,F,1993-02-14T00:00:00Z,,Meriste,37112
1959-08-27T00:00:00Z,10041,Uri,F,1989-11-12T00:00:00Z,1,Lenart,56415
1956-02-26T00:00:00Z,10042,Magy,F,1993-03-21T00:00:00Z,3,Stamatiou,30404
1960-09-19T00:00:00Z,10043,Yishay,M,1990-10-20T00:00:00Z,1,Tzvieli,34341
1961-09-21T00:00:00Z,10044,Mingsen,F,1994-05-21T00:00:00Z,1,Casley,39728
1957-08-14T00:00:00Z,10045,Moss,M,1989-09-02T00:00:00Z,3,Shanbhogue,74970
1960-07-23T00:00:00Z,10046,Lucien,M,1992-06-20T00:00:00Z,4,Rosenbaum,50064
1952-06-29T00:00:00Z,10047,Zvonko,M,1989-03-31T00:00:00Z,4,Nyanchama,42716
1963-07-11T00:00:00Z,10048,Florian,M,1985-02-24T00:00:00Z,3,Syrotiuk,26436
1961-04-24T00:00:00Z,10049,Basil,F,1992-05-04T00:00:00Z,5,Tramer,37853
1958-05-21T00:00:00Z,10050,Yinghua,M,1990-12-25T00:00:00Z,2,Dredge,43026
1953-07-28T00:00:00Z,10051,Hidefumi,M,1992-10-15T00:00:00Z,3,Caine,58121
1961-02-26T00:00:00Z,10052,Heping,M,1988-05-21T00:00:00Z,1,Nitsch,55360
1954-09-13T00:00:00Z,10053,Sanjiv,F,1986-02-04T00:00:00Z,3,Zschoche,54462
1957-04-04T00:00:00Z,10054,Mayumi,M,1995-03-13T00:00:00Z,4,Schueller,65367
1956-06-06T00:00:00Z,10055,Georgy,M,1992-04-27T00:00:00Z,5,Dredge,49281
1961-09-01T00:00:00Z,10056,Brendon,F,1990-02-01T00:00:00Z,2,Bernini,33370
1954-05-30T00:00:00Z,10057,Ebbe,F,1992-01-15T00:00:00Z,4,Callaway,27215
1954-10-01T00:00:00Z,10058,Berhard,M,1987-04-13T00:00:00Z,3,McFarlin,38376
1953-09-19T00:00:00Z,10059,Alejandro,F,1991-06-26T00:00:00Z,2,McAlpine,44307
1961-10-15T00:00:00Z,10060,Breannda,M,1987-11-02T00:00:00Z,2,Billingsley,29175
1962-10-19T00:00:00Z,10061,Tse,M,1985-09-17T00:00:00Z,1,Herber,49095
1961-11-02T00:00:00Z,10062,Anoosh,M,1991-08-30T00:00:00Z,3,Peyn,65030
1952-08-06T00:00:00Z,10063,Gino,F,1989-04-08T00:00:00Z,3,Leonhardt,52121
1959-04-07T00:00:00Z,10064,Udi,M,1985-11-20T00:00:00Z,5,Jansch,33956
1963-04-14T00:00:00Z,10065,Satosi,M,1988-05-18T00:00:00Z,2,Awdeh,50249
1952-11-13T00:00:00Z,10066,Kwee,M,1986-02-26T00:00:00Z,5,Schusler,31897
1953-01-07T00:00:00Z,10067,Claudi,M,1987-03-04T00:00:00Z,2,Stavenow,52044
1962-11-26T00:00:00Z,10068,Charlene,M,1987-08-07T00:00:00Z,3,Brattka,28941
1960-09-06T00:00:00Z,10069,Margareta,F,1989-11-05T00:00:00Z,5,Bierman,41933
1955-08-20T00:00:00Z,10070,Reuven,M,1985-10-14T00:00:00Z,3,Garigliano,54329
1958-01-21T00:00:00Z,10071,Hisao,M,1987-10-01T00:00:00Z,2,Lipner,40612
1952-05-15T00:00:00Z,10072,Hironoby,F,1988-07-21T00:00:00Z,5,Sidou,54518
1954-02-23T00:00:00Z,10073,Shir,M,1991-12-01T00:00:00Z,4,McClurg,32568
1955-08-28T00:00:00Z,10074,Mokhtar,F,1990-08-13T00:00:00Z,5,Bernatsky,38992
1960-03-09T00:00:00Z,10075,Gao,F,1987-03-19T00:00:00Z,5,Dolinsky,51956
1952-06-13T00:00:00Z,10076,Erez,F,1985-07-09T00:00:00Z,3,Ritzmann,62405
1964-04-18T00:00:00Z,10077,Mona,M,1990-03-02T00:00:00Z,5,Azuma,46595
1959-12-25T00:00:00Z,10078,Danel,F,1987-05-26T00:00:00Z,2,Mondadori,69904
1961-10-05T00:00:00Z,10079,Kshitij,F,1986-03-27T00:00:00Z,2,Gils,32263
1957-12-03T00:00:00Z,10080,Premal,M,1985-11-19T00:00:00Z,5,Baek,52833
1960-12-17T00:00:00Z,10081,Zhongwei,M,1986-10-30T00:00:00Z,2,Rosen,50128
1963-09-09T00:00:00Z,10082,Parviz,M,1990-01-03T00:00:00Z,4,Lortz,49818
1959-07-23T00:00:00Z,10083,Vishv,M,1987-03-31T00:00:00Z,1,Zockler,
1960-05-25T00:00:00Z,10084,Tuval,M,1995-12-15T00:00:00Z,1,Kalloufi,
1962-11-07T00:00:00Z,10085,Kenroku,M,1994-04-09T00:00:00Z,5,Malabarba,
1962-11-19T00:00:00Z,10086,Somnath,M,1990-02-16T00:00:00Z,1,Foote,
1959-07-23T00:00:00Z,10087,Xinglin,F,1986-09-08T00:00:00Z,5,Eugenio,
1954-02-25T00:00:00Z,10088,Jungsoon,F,1988-09-02T00:00:00Z,5,Syrzycki,
1963-03-21T00:00:00Z,10089,Sudharsan,F,1986-08-12T00:00:00Z,4,Flasterstein,
1961-05-30T00:00:00Z,10090,Kendra,M,1986-03-14T00:00:00Z,2,Hofting,44956
1955-10-04T00:00:00Z,10091,Amabile,M,1992-11-18T00:00:00Z,3,Gomatam,38645
1964-10-18T00:00:00Z,10092,Valdiodio,F,1989-09-22T00:00:00Z,1,Niizuma,25976
1964-06-11T00:00:00Z,10093,Sailaja,M,1996-11-05T00:00:00Z,3,Desikan,45656
1957-05-25T00:00:00Z,10094,Arumugam,F,1987-04-18T00:00:00Z,5,Ossenbruggen,66817
1965-01-03T00:00:00Z,10095,Hilari,M,1986-07-15T00:00:00Z,4,Morton,37702
1954-09-16T00:00:00Z,10096,Jayson,M,1990-01-14T00:00:00Z,4,Mandell,43889
1952-02-27T00:00:00Z,10097,Remzi,M,1990-09-15T00:00:00Z,3,Waschkowski,71165
1961-09-23T00:00:00Z,10098,Sreekrishna,F,1985-05-13T00:00:00Z,4,Servieres,44817
1956-05-25T00:00:00Z,10099,Valter,F,1988-10-18T00:00:00Z,2,Sullins,73578
1953-04-21T00:00:00Z,10100,Hironobu,F,1987-09-21T00:00:00Z,4,Haraldson,68431
1 birth_date emp_no first_name gender hire_date languages last_name salary
2 1953-09-02T00:00:00Z 10001 Georgi 1986-06-26T00:00:00Z 2 Facello 57305
3 1964-06-02T00:00:00Z 10002 Bezalel 1985-11-21T00:00:00Z 5 Simmel 56371
4 1959-12-03T00:00:00Z 10003 Parto 1986-08-28T00:00:00Z 4 Bamford 61805
5 1954-05-01T00:00:00Z 10004 Chirstian 1986-12-01T00:00:00Z 5 Koblick 36174
6 1955-01-21T00:00:00Z 10005 Kyoichi 1989-09-12T00:00:00Z 1 Maliniak 63528
7 1953-04-20T00:00:00Z 10006 Anneke 1989-06-02T00:00:00Z 3 Preusig 60335
8 1957-05-23T00:00:00Z 10007 Tzvetan 1989-02-10T00:00:00Z 4 Zielinski 74572
9 1958-02-19T00:00:00Z 10008 Saniya 1994-09-15T00:00:00Z 2 Kalloufi 43906
10 1952-04-19T00:00:00Z 10009 Sumant 1985-02-18T00:00:00Z 1 Peac 66174
11 1963-06-01T00:00:00Z 10010 Duangkaew 1989-08-24T00:00:00Z 4 Piveteau 45797
12 1953-11-07T00:00:00Z 10011 Mary F 1990-01-22T00:00:00Z 5 Sluis 31120
13 1960-10-04T00:00:00Z 10012 Patricio M 1992-12-18T00:00:00Z 5 Bridgland 48942
14 1963-06-07T00:00:00Z 10013 Eberhardt M 1985-10-20T00:00:00Z 1 Terkki 48735
15 1956-02-12T00:00:00Z 10014 Berni M 1987-03-11T00:00:00Z 5 Genin 37137
16 1959-08-19T00:00:00Z 10015 Guoxiang M 1987-07-02T00:00:00Z 5 Nooteboom 25324
17 1961-05-02T00:00:00Z 10016 Kazuhito M 1995-01-27T00:00:00Z 2 Cappelletti 61358
18 1958-07-06T00:00:00Z 10017 Cristinel F 1993-08-03T00:00:00Z 2 Bouloucos 58715
19 1954-06-19T00:00:00Z 10018 Kazuhide F 1993-08-03T00:00:00Z 2 Peha 56760
20 1953-01-23T00:00:00Z 10019 Lillian M 1993-08-03T00:00:00Z 1 Haddadi 73717
21 1952-12-24T00:00:00Z 10020 M 1991-01-26T00:00:00Z 3 Warwick 40031
22 1960-02-20T00:00:00Z 10021 M 1989-12-17T00:00:00Z 5 Erde 60408
23 1952-07-08T00:00:00Z 10022 M 1995-08-22T00:00:00Z 3 Famili 48233
24 1953-09-29T00:00:00Z 10023 F 1989-12-17T00:00:00Z 2 Montemayor 47896
25 1958-09-05T00:00:00Z 10024 F 1997-05-19T00:00:00Z 3 Pettey 64675
26 1958-10-31T00:00:00Z 10025 Prasadram M 1987-08-17T00:00:00Z 5 Heyers 47411
27 1953-04-03T00:00:00Z 10026 Yongqiao M 1995-03-20T00:00:00Z 3 Berztiss 28336
28 1962-07-10T00:00:00Z 10027 Divier F 1989-07-07T00:00:00Z 5 Reistad 73851
29 1963-11-26T00:00:00Z 10028 Domenick M 1991-10-22T00:00:00Z 1 Tempesti 39356
30 1956-12-13T00:00:00Z 10029 Otmar M 1985-11-20T00:00:00Z Herbst 74999
31 1958-07-14T00:00:00Z 10030 Elvis M 1994-02-17T00:00:00Z Demeyer 67492
32 1959-01-27T00:00:00Z 10031 Karsten M 1994-02-17T00:00:00Z Joslin 37716
33 1960-08-09T00:00:00Z 10032 Jeong F 1990-06-20T00:00:00Z Reistad 62233
34 1956-11-14T00:00:00Z 10033 Arif M 1987-03-18T00:00:00Z Merlo 70011
35 1962-12-29T00:00:00Z 10034 Bader M 1988-09-05T00:00:00Z Swan 39878
36 1953-02-08T00:00:00Z 10035 Alain M 1988-09-05T00:00:00Z Chappelet 25945
37 1959-08-10T00:00:00Z 10036 Adamantios M 1992-01-03T00:00:00Z Portugali 60781
38 1963-07-22T00:00:00Z 10037 Pradeep M 1990-12-05T00:00:00Z Makrucki 37691
39 1960-07-20T00:00:00Z 10038 Huan M 1989-09-20T00:00:00Z Lortz 35222
40 1959-10-01T00:00:00Z 10039 Alejandro M 1988-01-19T00:00:00Z Brender 36051
41 1959-09-13T00:00:00Z 10040 Weiyi F 1993-02-14T00:00:00Z Meriste 37112
42 1959-08-27T00:00:00Z 10041 Uri F 1989-11-12T00:00:00Z 1 Lenart 56415
43 1956-02-26T00:00:00Z 10042 Magy F 1993-03-21T00:00:00Z 3 Stamatiou 30404
44 1960-09-19T00:00:00Z 10043 Yishay M 1990-10-20T00:00:00Z 1 Tzvieli 34341
45 1961-09-21T00:00:00Z 10044 Mingsen F 1994-05-21T00:00:00Z 1 Casley 39728
46 1957-08-14T00:00:00Z 10045 Moss M 1989-09-02T00:00:00Z 3 Shanbhogue 74970
47 1960-07-23T00:00:00Z 10046 Lucien M 1992-06-20T00:00:00Z 4 Rosenbaum 50064
48 1952-06-29T00:00:00Z 10047 Zvonko M 1989-03-31T00:00:00Z 4 Nyanchama 42716
49 1963-07-11T00:00:00Z 10048 Florian M 1985-02-24T00:00:00Z 3 Syrotiuk 26436
50 1961-04-24T00:00:00Z 10049 Basil F 1992-05-04T00:00:00Z 5 Tramer 37853
51 1958-05-21T00:00:00Z 10050 Yinghua M 1990-12-25T00:00:00Z 2 Dredge 43026
52 1953-07-28T00:00:00Z 10051 Hidefumi M 1992-10-15T00:00:00Z 3 Caine 58121
53 1961-02-26T00:00:00Z 10052 Heping M 1988-05-21T00:00:00Z 1 Nitsch 55360
54 1954-09-13T00:00:00Z 10053 Sanjiv F 1986-02-04T00:00:00Z 3 Zschoche 54462
55 1957-04-04T00:00:00Z 10054 Mayumi M 1995-03-13T00:00:00Z 4 Schueller 65367
56 1956-06-06T00:00:00Z 10055 Georgy M 1992-04-27T00:00:00Z 5 Dredge 49281
57 1961-09-01T00:00:00Z 10056 Brendon F 1990-02-01T00:00:00Z 2 Bernini 33370
58 1954-05-30T00:00:00Z 10057 Ebbe F 1992-01-15T00:00:00Z 4 Callaway 27215
59 1954-10-01T00:00:00Z 10058 Berhard M 1987-04-13T00:00:00Z 3 McFarlin 38376
60 1953-09-19T00:00:00Z 10059 Alejandro F 1991-06-26T00:00:00Z 2 McAlpine 44307
61 1961-10-15T00:00:00Z 10060 Breannda M 1987-11-02T00:00:00Z 2 Billingsley 29175
62 1962-10-19T00:00:00Z 10061 Tse M 1985-09-17T00:00:00Z 1 Herber 49095
63 1961-11-02T00:00:00Z 10062 Anoosh M 1991-08-30T00:00:00Z 3 Peyn 65030
64 1952-08-06T00:00:00Z 10063 Gino F 1989-04-08T00:00:00Z 3 Leonhardt 52121
65 1959-04-07T00:00:00Z 10064 Udi M 1985-11-20T00:00:00Z 5 Jansch 33956
66 1963-04-14T00:00:00Z 10065 Satosi M 1988-05-18T00:00:00Z 2 Awdeh 50249
67 1952-11-13T00:00:00Z 10066 Kwee M 1986-02-26T00:00:00Z 5 Schusler 31897
68 1953-01-07T00:00:00Z 10067 Claudi M 1987-03-04T00:00:00Z 2 Stavenow 52044
69 1962-11-26T00:00:00Z 10068 Charlene M 1987-08-07T00:00:00Z 3 Brattka 28941
70 1960-09-06T00:00:00Z 10069 Margareta F 1989-11-05T00:00:00Z 5 Bierman 41933
71 1955-08-20T00:00:00Z 10070 Reuven M 1985-10-14T00:00:00Z 3 Garigliano 54329
72 1958-01-21T00:00:00Z 10071 Hisao M 1987-10-01T00:00:00Z 2 Lipner 40612
73 1952-05-15T00:00:00Z 10072 Hironoby F 1988-07-21T00:00:00Z 5 Sidou 54518
74 1954-02-23T00:00:00Z 10073 Shir M 1991-12-01T00:00:00Z 4 McClurg 32568
75 1955-08-28T00:00:00Z 10074 Mokhtar F 1990-08-13T00:00:00Z 5 Bernatsky 38992
76 1960-03-09T00:00:00Z 10075 Gao F 1987-03-19T00:00:00Z 5 Dolinsky 51956
77 1952-06-13T00:00:00Z 10076 Erez F 1985-07-09T00:00:00Z 3 Ritzmann 62405
78 1964-04-18T00:00:00Z 10077 Mona M 1990-03-02T00:00:00Z 5 Azuma 46595
79 1959-12-25T00:00:00Z 10078 Danel F 1987-05-26T00:00:00Z 2 Mondadori 69904
80 1961-10-05T00:00:00Z 10079 Kshitij F 1986-03-27T00:00:00Z 2 Gils 32263
81 1957-12-03T00:00:00Z 10080 Premal M 1985-11-19T00:00:00Z 5 Baek 52833
82 1960-12-17T00:00:00Z 10081 Zhongwei M 1986-10-30T00:00:00Z 2 Rosen 50128
83 1963-09-09T00:00:00Z 10082 Parviz M 1990-01-03T00:00:00Z 4 Lortz 49818
84 1959-07-23T00:00:00Z 10083 Vishv M 1987-03-31T00:00:00Z 1 Zockler
85 1960-05-25T00:00:00Z 10084 Tuval M 1995-12-15T00:00:00Z 1 Kalloufi
86 1962-11-07T00:00:00Z 10085 Kenroku M 1994-04-09T00:00:00Z 5 Malabarba
87 1962-11-19T00:00:00Z 10086 Somnath M 1990-02-16T00:00:00Z 1 Foote
88 1959-07-23T00:00:00Z 10087 Xinglin F 1986-09-08T00:00:00Z 5 Eugenio
89 1954-02-25T00:00:00Z 10088 Jungsoon F 1988-09-02T00:00:00Z 5 Syrzycki
90 1963-03-21T00:00:00Z 10089 Sudharsan F 1986-08-12T00:00:00Z 4 Flasterstein
91 1961-05-30T00:00:00Z 10090 Kendra M 1986-03-14T00:00:00Z 2 Hofting 44956
92 1955-10-04T00:00:00Z 10091 Amabile M 1992-11-18T00:00:00Z 3 Gomatam 38645
93 1964-10-18T00:00:00Z 10092 Valdiodio F 1989-09-22T00:00:00Z 1 Niizuma 25976
94 1964-06-11T00:00:00Z 10093 Sailaja M 1996-11-05T00:00:00Z 3 Desikan 45656
95 1957-05-25T00:00:00Z 10094 Arumugam F 1987-04-18T00:00:00Z 5 Ossenbruggen 66817
96 1965-01-03T00:00:00Z 10095 Hilari M 1986-07-15T00:00:00Z 4 Morton 37702
97 1954-09-16T00:00:00Z 10096 Jayson M 1990-01-14T00:00:00Z 4 Mandell 43889
98 1952-02-27T00:00:00Z 10097 Remzi M 1990-09-15T00:00:00Z 3 Waschkowski 71165
99 1961-09-23T00:00:00Z 10098 Sreekrishna F 1985-05-13T00:00:00Z 4 Servieres 44817
100 1956-05-25T00:00:00Z 10099 Valter F 1988-10-18T00:00:00Z 2 Sullins 73578
101 1953-04-21T00:00:00Z 10100 Hironobu F 1987-09-21T00:00:00Z 4 Haraldson 68431

12
x-pack/qa/sql/src/main/resources/setup_test_emp_with_nulls.sql Normal file
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@ -0,0 +1,12 @@
DROP TABLE IF EXISTS "test_emp_with_nulls";
CREATE TABLE "test_emp_with_nulls" (
"birth_date" TIMESTAMP WITH TIME ZONE,
"emp_no" INT,
"first_name" VARCHAR(50),
"gender" VARCHAR(1),
"hire_date" TIMESTAMP WITH TIME ZONE,
"languages" TINYINT,
"last_name" VARCHAR(50),
"salary" INT
)
AS SELECT * FROM CSVREAD('classpath:/employees_with_nulls.csv');