prestodb · pettyjamesm · Mar 1, 2023 · Feb 28, 2023
@@ -487,7 +487,16 @@ Enabling S3 Select Pushdown
 You can enable S3 Select Pushdown using the ``s3_select_pushdown_enabled``
 Hive session property or using the ``hive.s3select-pushdown.enabled``
 configuration property. The session property will override the config
-property, allowing you enable or disable on a per-query basis.
+property, allowing you enable or disable on a per-query basis. Non-filtering
+queries (``SELECT * FROM table``) are not pushed down to S3 Select,
+as they retrieve the entire object content.
+
+For uncompressed files, using supported formats and SerDes,
+S3 Select scans ranges of bytes in parallel.
+The scan range requests run across the byte ranges of the internal
+Hive splits for the query fragments pushed down to S3 Select.
+Parallelization is controlled by the existing ``hive.max-split-size``
+property.
 
 Understanding and Tuning the Maximum Connections
 ################################################

@@ -46,6 +46,19 @@ exec_in_hadoop_master_container /usr/bin/hive -e "
     STORED AS TEXTFILE
     LOCATION '${table_path}'"
 
+table_path="s3a://${S3_BUCKET}/presto_test_csv_scan_range_select_pushdown/"
+exec_in_hadoop_master_container hadoop fs -mkdir -p "${table_path}"
+exec_in_hadoop_master_container hadoop fs -put -f /tmp/files/test_table_csv_scan_range_select_pushdown_{1,2,3}.csv "${table_path}"
+exec_in_hadoop_master_container /usr/bin/hive -e "
+    CREATE EXTERNAL TABLE presto_test_csv_scan_range_select_pushdown(index bigint, id string, value1 bigint, value2 bigint, value3 bigint,
+     value4 bigint, value5 bigint, title string, firstname string, lastname string, flag string, day bigint,
+     month bigint, year bigint, country string, comment string, email string, identifier string)
+    ROW FORMAT DELIMITED
+    FIELDS TERMINATED BY '|'
+    STORED AS TEXTFILE
+    LOCATION '${table_path}'"
+
+
 stop_unnecessary_hadoop_services
 
 # restart hive-metastore to apply S3 changes in core-site.xml

@@ -38,6 +38,37 @@ exec_in_hadoop_master_container /opt/hive/bin/hive -e "
     ROW FORMAT SERDE 'org.apache.hive.hcatalog.data.JsonSerDe'
     LOCATION '${table_path}'"
 
+table_path="s3a://${S3_BUCKET}/presto_test_json_scan_range_select_pushdown/"
+exec_in_hadoop_master_container hadoop fs -mkdir -p "${table_path}"
+exec_in_hadoop_master_container hadoop fs -put -f /tmp/files/test_table_json_scan_range_select_pushdown_{1,2,3}.json "${table_path}"
+exec_in_hadoop_master_container /opt/hive/bin/hive -e "
+    CREATE EXTERNAL TABLE presto_test_json_scan_range_select_pushdown(col_1 bigint, col_2 string, col_3 string,
+    col_4 string, col_5 string, col_6 string, col_7 string, col_8 string, col_9 string, col_10 string, col_11 string,
+    col_12 string, col_13 string, col_14 string)
+        ROW FORMAT SERDE 'org.apache.hive.hcatalog.data.JsonSerDe'
+        LOCATION '${table_path}'"
+
+table_path="s3a://${S3_BUCKET}/presto_test_mixed_json_scan_range_select_pushdown/"
+exec_in_hadoop_master_container hadoop fs -mkdir -p "${table_path}"
+exec_in_hadoop_master_container hadoop fs -put -f /tmp/files/test_table_json_scan_range_select_pushdown_1.json "${table_path}"
+exec_in_hadoop_master_container hadoop fs -put -f /tmp/files/test_table_json_scan_range_compressed_select_pushdown_{2,3}.json.gz "${table_path}"
+exec_in_hadoop_master_container /opt/hive/bin/hive -e "
+    CREATE EXTERNAL TABLE presto_test_mixed_json_scan_range_select_pushdown(col_1 bigint, col_2 string, col_3 string,
+    col_4 string, col_5 string, col_6 string, col_7 string, col_8 string, col_9 string, col_10 string, col_11 string,
+    col_12 string, col_13 string, col_14 string)
+        ROW FORMAT SERDE 'org.apache.hive.hcatalog.data.JsonSerDe'
+        LOCATION '${table_path}'"
+
+table_path="s3a://${S3_BUCKET}/presto_test_compressed_json_scan_range_select_pushdown/"
+exec_in_hadoop_master_container hadoop fs -mkdir -p "${table_path}"
+exec_in_hadoop_master_container hadoop fs -put -f /tmp/files/test_table_json_scan_range_compressed_select_pushdown_{1,2,3}.json.gz "${table_path}"
+exec_in_hadoop_master_container /opt/hive/bin/hive -e "
+    CREATE EXTERNAL TABLE presto_test_compressed_json_scan_range_select_pushdown(col_1 bigint, col_2 string, col_3 string,
+    col_4 string, col_5 string, col_6 string, col_7 string, col_8 string, col_9 string, col_10 string, col_11 string,
+    col_12 string, col_13 string, col_14 string)
+        ROW FORMAT SERDE 'org.apache.hive.hcatalog.data.JsonSerDe'
+        LOCATION '${table_path}'"
+
 stop_unnecessary_hadoop_services
 
 # restart hive-metastore to apply S3 changes in core-site.xml

@@ -0,0 +1,100 @@
+1|AAAAAAAABAAAAAAA|980124|7135|282946|2452238|2452208|Mr.|Javier|Lewis|Y|9|12|1936|CHILE||Javier.Lewis@VFAxlnZEvOx.org|2452508|
+2|AAAAAAAACAAAAAAA|819667|1461|681655|2452318|2452288|Dr.|Amy|Moses|Y|9|4|1966|TOGO||Amy.Moses@Ovk9KjHH.com|2452318|
+3|AAAAAAAADAAAAAAA|1473522|6247|748572|2449130|2449100|Miss|Latisha|Hamilton|N|18|9|1979|NIUE||Latisha.Hamilton@V.com|2452313|
+4|AAAAAAAAEAAAAAAA|1703214|3986|689558|2450030|2450000|Dr.|Michael|White|N|7|6|1983|MEXICO||Michael.White@i.org|2452361|
+5|AAAAAAAAFAAAAAAA|953372|4470|336368|2449438|2449408|Sir|Robert|Moran|N|8|5|1956|FIJI||Robert.Moran@Hh.edu|2452469|
+6|AAAAAAAAGAAAAAAA|213219|6374|327082|2451883|2451853|Ms.|Brunilda|Sharp|N|4|12|1925|SURINAME||Brunilda.Sharp@T3pylZEUQjm.org|2452430|
+7|AAAAAAAAHAAAAAAA|68377|3219|944814|2451438|2451408|Ms.|Fonda|Wiles|Y|24|4|1985|GAMBIA||Fonda.Wiles@S9KnyEtz9hv.org|2452360|
+8|AAAAAAAAIAAAAAAA|1215897|2471|316598|2449406|2449376|Sir|Ollie|Shipman|N|26|12|1938|KOREA, REPUBLIC OF||Ollie.Shipman@be.org|2452334|
+9|AAAAAAAAJAAAAAAA|1168667|1404|599388|2452275|2452245|Sir|Karl|Gilbert|N|26|10|1966|MONTSERRAT||Karl.Gilbert@Crg5KyP2IxX9C4d6.edu|2452454|
+10|AAAAAAAAKAAAAAAA|1207553|5143|369580|2451353|2451323|Ms.|Albert|Brunson|N|15|10|1973|JORDAN||Albert.Brunson@62.com|2452641|
+11|AAAAAAAALAAAAAAA|1114415|6807|947999|2452288|2452258|Ms.|Betty|Williams|N|18|12|1963|BURKINA FASO||Betty.Williams@xRtDqM1eLBVQNoYAJ.com|2452398|
+12|AAAAAAAAMAAAAAAA|502141|6577|547366|2451039|2451009|Ms.|Margaret|Farias|N|2|6|1956|TURKMENISTAN||Margaret.Farias@cb.edu|2452634|
+13|AAAAAAAANAAAAAAA|1128748|2777|664006|2449658|2449628|Mrs.|Rosalinda|Grimes|N|1|3|1970|UKRAINE||Rosalinda.Grimes@tC8pcU7Lt.edu|2452616|
+14|AAAAAAAAOAAAAAAA|929344|892|656440|2450318|2450288|Mr.|Jack|Wilcox|N|30|3|1937|SLOVENIA||Jack.Wilcox@Y3Etqyv3.org|2452641|
+15|AAAAAAAAPAAAAAAA||134|480469||2449010|Ms.|Tonya||||12|1969||||2452376|
+16|AAAAAAAAABAAAAAA|1196373|3014|829302|2451346|2451316|Dr.|Margie|Browning|N|24|12|1933|PHILIPPINES||Margie.Browning@LM674NrE2.org|2452573|
+17|AAAAAAAABBAAAAAA|707524|3876|552228|2451068|2451038|Dr.|Lee|Stovall|N|23|12|1972|PHILIPPINES||Lee.Stovall@fqKC83UU0f.org|2452454|
+18|AAAAAAAACBAAAAAA|1361151|6580|168456|2450041|2450011|Sir|Brad|Lynch|Y|1|9|1950|URUGUAY||Brad.Lynch@nAbai.edu|2452549|
+19|AAAAAAAADBAAAAAA|1161742|4238|945581|2449580|2449550|Dr.|Andre|Moore|N|20|10|1978|NICARAGUA||Andre.Moore@cTZLGYi1ZJi.org|2452576|
+20|AAAAAAAAEBAAAAAA|1185612|89|688966|2450965|2450935|Mr.|Stanton|Dallas|Y|17|5|1976|SWITZERLAND||Stanton.Dallas@DBXgl18FGo.edu|2452334|
+21|AAAAAAAAFBAAAAAA|442697|6538|575979|2451827|2451797|Miss|Naomi|Barnett|N|18|5|1956|BAHAMAS||Naomi.Barnett@2T3V3OZOy4KBNAHsT.edu|2452433|
+22|AAAAAAAAGBAAAAAA|490494|4504|740467|2451465|2451435|Sir|Victor|Martinez|N|21|12|1991|CAYMAN ISLANDS||Victor.Martinez@fC.edu|2452529|
+23|AAAAAAAAHBAAAAAA||2107|686|2451012|2450982|Sir||Garrison|N||5||||Earl.Garrison@G3sM4P.com||
+24|AAAAAAAAIBAAAAAA|17113|1102|564291|2450098|2450068|Dr.|Paul|Morris|Y|6|6|1951|GUINEA-BISSAU||Paul.Morris@FMGalegqc3.com|2452499|
+25|AAAAAAAAJBAAAAAA|476176|3278|425933|2449246|2449216|Miss|Nancy|Mccormick|N|6|10|1973|BAHAMAS||Nancy.Mccormick@DA26I9ZArLF9rxJ6Z.edu|2452425|
+26|AAAAAAAAKBAAAAAA|230278|1242|128206|2449816|2449786|Ms.|Monique|Baker|N|14|6|1991|MOROCCO||Monique.Baker@9uEucNczY.org|2452356|
+27|AAAAAAAALBAAAAAA|111621|835|516096|2450611|2450581|Dr.|Shawn|Prather|N|7|3|1972|PUERTO RICO||Shawn.Prather@8BusRYegn6.org|2452353|
+28|AAAAAAAAMBAAAAAA|889961|897|183480|2452615|2452585|Miss|Edith|Hernandez|Y|17|8|1959|CÔTE D'IVOIRE||Edith.Hernandez@BNHL0k.com|2452631|
+29|AAAAAAAANBAAAAAA|1634269|1204|744139|2452216|2452186|Ms.|Margaret|Collins|Y|25|8|1973|NETHERLANDS ANTILLES||Margaret.Collins@9obPr3UV.org|2452496|
+30|AAAAAAAAOBAAAAAA|84232|5869|245459|2449916|2449886|Dr.|Pamela|Luna|Y|4|7|1956|GUAM||Pamela.Luna@QBGuhL36lnA.edu|2452410|
+31|AAAAAAAAPBAAAAAA|1275120|5724|457128|2452054|2452024|Dr.|William|Craig|N|13|6|1964|SPAIN||William.Craig@prVDE1E8AHc.org|2452336|
+32|AAAAAAAAACAAAAAA|1369589|6163|98290|2449471|2449441|Dr.|Kenneth|Wood|N|2|8|1927|MOLDOVA, REPUBLIC OF||Kenneth.Wood@RIA.edu|2452510|
+33|AAAAAAAABCAAAAAA|1680761|5823|82438|2451572|2451542|Mrs.|Donna|Betts|Y|25|3|1958|FRANCE||Donna.Betts@YJ14k.edu|2452455|
+34|AAAAAAAACCAAAAAA|||287501|2452192|2452162|||Woods|||||||Brandon.Woods@hjKbf.edu|2452408|
+35|AAAAAAAADCAAAAAA|339036|2057|482231|2451937|2451907|Dr.|Marie|Peterson|N|19|6|1953|KIRIBATI||Marie.Peterson@1zg9tydFHafA5.com|2452581|
+36|AAAAAAAAECAAAAAA|655414|2223|376585|2449222|2449192|Dr.|Anthony|Fisher|N|29|11|1968|KYRGYZSTAN||Anthony.Fisher@jJrZfeDcz8P.com|2452470|
+37|AAAAAAAAFCAAAAAA|827972|2281|412943|2449848|2449818|Dr.|Dwight|Schneider|Y|9|1|1949|RUSSIAN FEDERATION||Dwight.Schneider@koxO7zAysvOd.com|2452293|
+38|AAAAAAAAGCAAAAAA|766645|3879|686360|2450323|2450293|Mrs.|Ha|Carpenter|Y|30|3|1939|PARAGUAY||Ha.Carpenter@XgcUt4svNz.com|2452351|
+39|AAAAAAAAHCAAAAAA|1617182|4013|422844|2452131|2452101|Sir|Neil|Cox|N|14|12|1951|ECUADOR||Neil.Cox@FRuR2bFK.com|2452586|
+40|AAAAAAAAICAAAAAA|1795301||71045|2451159|||Jacqueline|Hatfield||26||1942|||||
+41|AAAAAAAAJCAAAAAA|941420|5068|118316|2449989|2449959|Miss|Maxine|Carlson|N|26|6|1939|ISLE OF MAN||Maxine.Carlson@StyP5lAokmQ29QHYMLa.edu|2452464|
+42|AAAAAAAAKCAAAAAA|1867377|3327|111277|2449869|2449839|Dr.|Deborah|Burton|N|17|1|1950|COMOROS||Deborah.Burton@xt.edu|2452498|
+43|AAAAAAAALCAAAAAA|385562|3676|643743|2451705|2451675|Mr.|William|Warner|Y|5|12|1965|GUAM||William.Warner@zegnrzurU.org|2452537|
+44|AAAAAAAAMCAAAAAA|497758|5427|32296|2449750|2449720|Miss|Mabel|Richmond|Y|7|12|1932|CAMBODIA||Mabel.Richmond@Tkla.edu|2452333|
+45|AAAAAAAANCAAAAAA|1036174|2399|469777|2451118|2451088|||Hammonds||5|||NIGER||||
+46|AAAAAAAAOCAAAAAA|843672|4729|971386|2451857|2451827|Mrs.|Jane|Stephenson|Y|13|4|1990|TURKEY||Jane.Stephenson@lq8ZQLAUMZhR.edu|2452301|
+47|AAAAAAAAPCAAAAAA|1634314|5368|638469|2449165|2449135|Mr.|Luis|Young|N|3|12|1982|BRUNEI DARUSSALAM||Luis.Young@0DmV.edu|2452586|
+48|AAAAAAAAADAAAAAA|8817|311|788252|2449531|2449501|Ms.|Jill|Jackson|N|15|9|1961|LUXEMBOURG||Jill.Jackson@n6I7SF.org|2452575|
+49|AAAAAAAABDAAAAAA|936800|1514|970581|2449364|2449334|Mr.|Steven|Venable|N|13|6|1961|NETHERLANDS ANTILLES||Steven.Venable@0hA90vhfK7k9F4h.com|2452350|
+50|AAAAAAAACDAAAAAA|759177|72|382567|2449384|2449354|Mr.|Christopher|Eller|N|24|11|1965|AUSTRALIA||Christopher.Eller@gV5Ua7HOmt.com|2452520|
+51|AAAAAAAADDAAAAAA|532799|6920|260688|2452390|2452360|Dr.|David|Nieves|N|5|10|1926|CHRISTMAS ISLAND||David.Nieves@LcDkQ.edu|2452570|
+52|AAAAAAAAEDAAAAAA|534808|4768|677128|2451421|2451391|Mrs.|Wendy|Colley|N|1|4|1982|FRENCH GUIANA||Wendy.Colley@qLBjqbAQQGj.edu|2452553|
+53|AAAAAAAAFDAAAAAA|1597348|7017|443439|2451820|2451790|Mr.|Paul|Higgins|Y|23|9|1950|GABON||Paul.Higgins@qG9NrSTLz9HaNHX.edu|2452447|
+54|AAAAAAAAGDAAAAAA|380102|2381|840660|2449980|2449950|Ms.|Donna|King|Y|3|2|1940|TUNISIA||Donna.King@TEftU.com|2452446|
+55|AAAAAAAAHDAAAAAA|783093|1151|773256|2451539|2451509|Dr.|Beryl|Thomason|N|12|8|1933|UNITED KINGDOM||Beryl.Thomason@OeqefhtCmZTAj.com|2452380|
+56|AAAAAAAAIDAAAAAA|344460|3092|202524|2451424|2451394|Miss|Pamela|Delgado|N|29|1|1960|GUERNSEY||Pamela.Delgado@8OpV0Ldj8vq2K9ZK.org|2452334|
+57|AAAAAAAAJDAAAAAA|752932|128|100571|2449741|2449711|Mr.|Travis|Melendez|Y|10|3|1961|AFGHANISTAN||Travis.Melendez@344rCMk.edu|2452606|
+58|AAAAAAAAKDAAAAAA|528756|6879|814155|2451386|2451356|Mr.|Cecil|Peterman|Y|29|2|1988|ICELAND||Cecil.Peterman@tbeqEuUvS4ZM4Px9N.com|2452447|
+59|AAAAAAAALDAAAAAA|1895444|4787|445683|2451157|2451127|Miss|Melanie|Morrison|N|6|1|1947|HUNGARY||Melanie.Morrison@F2foqn.edu|2452530|
+60|AAAAAAAAMDAAAAAA|1179671|3200|694282|2449714|2449684|Ms.|Dollie|Thao|N|15|7|1990|SWITZERLAND||Dollie.Thao@Xead5vagsekdHDLUkv.edu|2452407|
+61|AAAAAAAANDAAAAAA|1620078|6683|11688|2451136|2451106|Sir|Joseph|White|Y|6|5|1978|SENEGAL||Joseph.White@c0EJ7pimuu.com|2452462|
+62|AAAAAAAAODAAAAAA|821787|4700|228413|2451854|2451824|Mr.|Matthew|Brown|Y|1|6|1973|KOREA, REPUBLIC OF||Matthew.Brown@F.edu|2452319|
+63|AAAAAAAAPDAAAAAA|1790374|2445|109716|2450179|2450149|Dr.|Frank|Morton|N|26|4|1943|EGYPT||Frank.Morton@Hd7jNaA3s.com|2452425|
+64|AAAAAAAAAEAAAAAA|1260191|6284|675930|2452379|2452349|Dr.|Michael|Frye|N|27|6|1941|CAPE VERDE||Michael.Frye@aM1HsbOs0smgpLo.org|2452426|
+65|AAAAAAAABEAAAAAA|1778884|2234|37584|2451898|2451868|Dr.|Rodney|Taft|N|18|9|1991|VIRGIN ISLANDS, U.S.||Rodney.Taft@qe.com|2452353|
+66|AAAAAAAACEAAAAAA|747190|6036|92882|2449294|2449264|Ms.|Julie|Chester|N|8|9|1950|HONG KONG||Julie.Chester@Kv.com|2452375|
+67|AAAAAAAADEAAAAAA|1118294|2032|724970|2452033|2452003|Dr.|Gerald|Thomas|N|27|10|1948|NORWAY||Gerald.Thomas@zSuIGSgb6iyu.org|2452414|
+68|AAAAAAAAEEAAAAAA|779965|6069|266126|2451936|2451906|Dr.|Arthur|Troy|Y|20|8|1928|LUXEMBOURG||Arthur.Troy@3VY5bV30AifrO.com|2452542|
+69|AAAAAAAAFEAAAAAA|971368|4167|159366|2450154|2450124|Sir|Steven|Mcclellan|Y|15|1|1950|NEPAL||Steven.Mcclellan@UviyOLnu2m1POo.edu|2452340|
+70|AAAAAAAAGEAAAAAA|1460929|5492|648102|2451944|2451914|Sir|James|Smith|N|7|12|1963|KUWAIT||James.Smith@ifJngGlNG.edu|2452342|
+71|AAAAAAAAHEAAAAAA|1292064|2257|392450|2450248|2450218|Mr.|Roderick|Rogers|N|4|11|1967|OMAN||Roderick.Rogers@pJdioQ.com|2452462|
+72|AAAAAAAAIEAAAAAA|1608738|6364|326390|2451700|2451670|Dr.|Bradley|Barry|Y|21|3|1937|TAJIKISTAN||Bradley.Barry@Kq2ONpEXU9YSno31.edu|2452601|
+73|AAAAAAAAJEAAAAAA|425740|431|948369|2449133|2449103|Mr.|David|Vasquez|N|17|4|1956|ISRAEL||David.Vasquez@j.org|2452489|
+74|AAAAAAAAKEAAAAAA|1434225|347|515269|2452641|2452611|Sir|Eric|Woods|Y|19|2|1953|SAINT LUCIA||Eric.Woods@CfPzy1AUqxd2.com|2452584|
+75|AAAAAAAALEAAAAAA|1888603|143|837730|2451755|2451725|Dr.|Annie|Grant|Y|25|5|1925|TUVALU||Annie.Grant@tccug5KC1oT2nL.com|2452401|
+76|AAAAAAAAMEAAAAAA|526064|2054|209691|2451760|2451730|Mr.|Craig|Lowry|Y|7|3|1946|WALLIS AND FUTUNA||Craig.Lowry@92zokgx8duX.org|2452430|
+77|AAAAAAAANEAAAAAA|915180|2167|437154|2451632|2451602|Dr.|Darrin|Smith|N|30|5|1931|UNITED STATES||Darrin.Smith@Mti.edu|2452355|
+78|AAAAAAAAOEAAAAAA|1092537|3677|407264|2449388|2449358|Ms.|Wanda|Davis|N|11|5|1940|NETHERLANDS ANTILLES||Wanda.Davis@I6s7DD86i6.edu|2452339|
+79|AAAAAAAAPEAAAAAA|389494|3493|759539|2450863|2450833|Miss|Sandi|Tran|Y|10|6|1937|FRENCH GUIANA||Sandi.Tran@myikqStif1Q.edu|2452644|
+80|AAAAAAAAAFAAAAAA|1499808|3891|294727|2450558|2450528|Mrs.|Eleanor|Evans|N|21|12|1948|CÔTE D'IVOIRE||Eleanor.Evans@zxvr5rl.org|2452413|
+81|AAAAAAAABFAAAAAA|728917|388|848306|2452562|2452532|Ms.|Jessica|Levesque|Y|17|7|1940|ALBANIA||Jessica.Levesque@06mGqI9mHG.org|2452414|
+82|AAAAAAAACFAAAAAA|75627|5081|530088|2450357|2450327|Sir|Max|Mueller|N|26|2|1947|IRAQ||Max.Mueller@xqCZRBSrTGD6CBvXh.com|2452303|
+83|AAAAAAAADFAAAAAA|976724|5574|40824|2451032|2451002|Miss|Daisy|Flynn|N|24|1|1943|NEW ZEALAND||Daisy.Flynn@288e6Z0csxJ.com|2452338|
+84|AAAAAAAAEFAAAAAA|1250744|2821|190898|2449496|2449466|Mrs.|Ami|Montgomery|Y|2|5|1964|JAMAICA||Ami.Montgomery@VBSKqhL36j55.edu|2452526|
+85|AAAAAAAAFFAAAAAA|1293499|37|410575|2449868|2449838|Miss|Michele|Baldwin|Y|30|10|1978|GEORGIA||Michele.Baldwin@sIVO1J4U.org|2452491|
+86|AAAAAAAAGFAAAAAA|1428237|6963|188442|2451560|2451530|Dr.|Marvin|Matlock|Y|21|10|1983|BRUNEI DARUSSALAM||Marvin.Matlock@0FXEZp.org|2452633|
+87|AAAAAAAAHFAAAAAA|1452824|1427|722030|2449404|2449374|Dr.|Kevin|White|N|2|7|1934|BENIN||Kevin.White@x9oTPjEI6AdDQ7n4l.edu|2452492|
+88|AAAAAAAAIFAAAAAA|495575|131|492687|2450991|2450961|Dr.|Phyllis|Horner|N|20|8|1965|UZBEKISTAN||Phyllis.Horner@uQy.edu|2452403|
+89|AAAAAAAAJFAAAAAA|694848|5383|726318|2451425|2451395|Mrs.|Helen|Macdonald|Y|15|3|1981|DOMINICA||Helen.Macdonald@3d4.com|2452626|
+90|AAAAAAAAKFAAAAAA|417827|5083|745139|2451494|2451464|Mr.|Nathan|Pond|Y|7|5|1985|GUYANA||Nathan.Pond@nPh7drM687MhI.org|2452637|
+91|AAAAAAAALFAAAAAA|827176|2441|464906|2450406|2450376|Miss|Heather|White|Y|28|3|1962|MARTINIQUE||Heather.White@3JitjmxYQnXAtCNAl.com|2452295|
+92|AAAAAAAAMFAAAAAA|953084|5771|585211|2452582|2452552|Miss|Crystal|Ryan|Y|8|2|1973|ECUADOR||Crystal.Ryan@Ju2rO6u.com|2452294|
+93|AAAAAAAANFAAAAAA|647375|6229|535836|2449341|2449311|Sir|Clyde|Williams|N|6|10|1927|FRENCH POLYNESIA||Clyde.Williams@en.com|2452510|
+94|AAAAAAAAOFAAAAAA|451893|1990|583287|2449553|2449523|Mr.|Craig|Byrd|Y|14|5|1982|FRENCH POLYNESIA||Craig.Byrd@Dc0OEMXkvvuJ.com|2452445|
+95|AAAAAAAAPFAAAAAA|796503|1663|566023|2452468|2452438|Ms.|Elizabeth|Hollingsworth|N|17|4|1943|GREECE||Elizabeth.Hollingsworth@lVpeDS5Rcs.com|2452584|
+96|AAAAAAAAAGAAAAAA|1148074|6019|335611|2451505|2451475|Sir|Shaun|Lewis|N|22|10|1955|NIGERIA||Shaun.Lewis@MTRUPYFTXf9.com|2452395|
+97|AAAAAAAABGAAAAAA|418763|102|599041|2452467|2452437|Mr.|Stewart|Ruffin|Y|19|5|1971|MYANMAR||Stewart.Ruffin@R7Mrx.edu|2452528|
+98|AAAAAAAACGAAAAAA|574977|1615|493853|2450894|2450864|Dr.|David|Lewis|N|23|6|1965|KIRIBATI||David.Lewis@5mhvq.org|2452558|
+99|AAAAAAAADGAAAAAA|622676|2152|867228|2451687|2451657|Sir|Austin|Tran|Y|9|12|1961|NAMIBIA||Austin.Tran@ect7cnjLsucbd.edu|2452437|
+100|AAAAAAAAEGAAAAAA|1254468|6370|656672|2449148|2449118|Ms.|Jeannette|Johnson|Y|13|7|1958|BANGLADESH||Jeannette.Johnson@8BvSqgp.com|2452635|