How to read arrays from a JSON document in EMR hive? - arrays

Does Amazon hive jsonserde.jar support arrays? If so, could you please show me a simple example how to read Json arrays with Amazon jsonserde.jar. I want to now how to set the path propertie of SerDe when I define an array column in a table.


I think you 'll be able to find a solution by referring this example.
here is the link....
https://github.com/rcongiu/Hive-JSON-Serde

Related

Big query nested json strings to arrays then new tables

Bigquery Database
I've got a webhook that's pushing to my big query table. The problem is it has lots of nested json strings which are brought in as strings. I ultimately want to make each column with these json strings into their own tables but I'm getting stuck because I can't figure out how to get them unnested and into an array.
[{"id":"63bddc8cfe21ec002d26b7f4","description":"General Admission", "src_currency":"USD","src_price":50.0,"src_fee":0.0,"src_commission":1.79,"src_discount":0.0,"applicable_pass_id":null,"seats_label":null,"seats_section_label":null,"seats_parent_type":null,"seats_parent_label":null,"seats_self_type":null,
"seats_self_label":null,"rate_type":"Rate","option_name":null,"price_level_id":null,"src_discount_price":50.0,"rate_id":"636d6d5cea8c6000222c640d","cost_item_id":"63bddc8cfe21ec002d26b7f4"}]
Here's the sample return from the original source and below is a screenshot of what I'm working with.
[Current Database
I've tried a number of things but the multiple nestings and string to array issue are really hampering everything I've tried.
I'm honestly not sure exactly what output/structure is best for this data set. I assume that each of the json returns probably just needs to be its own table and I can reference or join them based off that first "id" value in the json strings but I'm wide open to suggestions.

You can use a combination of JSON functions, and array functions to manipulate this kind of data.
JSON_EXTRACT_ARRAY can convert the JSON formatted string into an array, UNNEST then can make each entry into rows, and finally JSON_EXTRACT_SCALAR can pull out individual columns.
So here's an example of what I think you're trying to accomplish:
with sampledata as (
select """[{"id":"63bddc8cfe21ec002d26b7f4","description":"General Admission", "src_currency":"USD","src_price":50.0,"src_fee":0.0,"src_commission":1.79,"src_discount":0.0,"applicable_pass_id":null,"seats_label":null,"seats_section_label":null,"seats_parent_type":null,"seats_parent_label":null,"seats_self_type":null,"seats_self_label":null,"rate_type":"Rate","option_name":null,"price_level_id":null,"src_discount_price":50.0,"rate_id":"636d6d5cea8c6000222c640d","cost_item_id":"63bddc8cfe21ec002d26b7f4"},{"id":"63bddc8cfe21ec002d26b7f4","description":"General Admission", "src_currency":"USD","src_price":50.0,"src_fee":0.0,"src_commission":1.79,"src_discount":0.0,"applicable_pass_id":null,"seats_label":null,"seats_section_label":null,"seats_parent_type":null,"seats_parent_label":null,"seats_self_type":null,"seats_self_label":null,"rate_type":"Rate","option_name":null,"price_level_id":null,"src_discount_price":50.0,"rate_id":"636d6d5cea8c6000222c640d","cost_item_id":"63bddc8cfe21ec002d26b7f4"}]""" as my_json_string
)
select JSON_EXTRACT_SCALAR(f,'$.id') as id, JSON_EXTRACT_SCALAR(f,'$.rate_type') as rate_type, JSON_EXTRACT_SCALAR(f,'$.cost_item_id') as cost_item_id
from sampledata, UNNEST(JSON_EXTRACT_ARRAY(my_json_string)) as f
Which creates rows with specific columns from that data, like this:

How to Extract .owl and save to mysql

I have a file ontobible.owl. how to extract that file and then save data to mysql (because I want display data from ontobible.owl in website). can anyone help me?
edited:
here is my ontobible.owl file (https://teamtrainit.com/ontobible.owl)
i've try open ontobible.owl with sublime text 3 and contains like this
<Verse rdf:about="http://www.semanticweb.org/budsus/ontologies/2021/7/ontobible#HOS5_2">
<verseID>HOS5_2</verseID>
<verse_text>And the revolters are profound to make slaughter, though I have been a rebuker of them all.</verse_text>
</Verse>
<Verse rdf:about="http://www.semanticweb.org/budsus/ontologies/2021/7/ontobible#2CH2_1">
<hasPerson rdf:resource="http://semanticbible.org/ns/2006/NTNames#god_1324"/>
<hasPerson rdf:resource="http://www.co-ode.org/roberts/family-tree.owl#solomon_2762"/>
<verseID>2CH2_1</verseID>
<verse_text>And Solomon determined to build an house for the name of the LORD, and an house for his kingdom.</verse_text>
</Verse>
how to convert that xml tag to array or json so I cant save it to mysql database

you have several options for extracting data from owl
use owl-api and write java code (i think owl api is accessible in other languages) to extract data and pack it in the format you need. also you can use sparql queries for extracting data via jena api
install protege, open your file in protege and save it in format json-dl. this format is very similar to the regular json and you can easily transform it for your needs
install fuseki server, add your file and using sparql queries extract data from there
i think that the second option is the easiest for start if you don't want to write queries or code and it won't take long

How to know if a field is an array in elasticsearch?

I would like to know which field are array in my index in ES 6.8.3.
When I retrieve the mapping of the index via Kibana API :
GET structured_data/_mapping
I only get the kind of the value within the array.
It is a problem because when I want to load the data from spark, if there is an array field, I need to specify it otherwise it will raise an error.
Thanks in advance,
Louis

there is no dedicated data type array in Elasticsearch. Look at this link you don't have to specify anything specific in the mapping to store an array of values. Look in your source data if that contains an array, ES should take that array, given all the data inside that array is same data type

How to use Large Object in PostgreSQL to yeild a image field?

How does creating a large object work? Does there need to be a client, because all I am hoping to do is have an image be one column.
I am typing the following commands after creating my table but I just get an error about the path not being correct for the image (even though I have it starting right from the C drive).
CREATE TABLE image (name text,
raster oid);
INSERT INTO image (name, raster)
VALUES ('beautiful image', lo_import('C:Documents/etc/motd'));
I am not running any C code, am I suppose to do that or does this automatically create the object Large Object?
If I am suppose to run some C code where would I do it with respect to PostgreSQL?
Can I do what I want all with PostgreSQL syntax? Is there another way to approach including images as a field?
Any help will be greatly appreciated.

According to PostgreSQL documentation, there's two ways to handle large objects (considering Java JDBC):
To use the bytea data type you should simply use the getBytes(), setBytes(), getBinaryStream(), or setBinaryStream() methods.
and
LargeObject API.
Also, you can covert your image to a base64 string and then insert it directly using, for instance, PgAdmin:
CREATE TABLE image_table (name varchar(255), DATA bytea);
INSERT INTO image_table
VALUES ('my_image.jpg',
decode('paste your byte array string here', 'base64'));
Full sample code here.

Importing jSON Array into Hive/Hadoop

I'm using the HortonWorks Hadoop Sandbox and I have imported a jSON string into a table, as per this guide however I run into trouble as my string contains an array which is not handled well by json_tuple(). I have tried the expolode() function, but that returns the following error:
"Error occurred executing hive query: OK FAILED: UDFArgumentException explode() takes an array or a map as a parameter"
What does that mean exactly and how can I fix it? Would the problem be with the format of the table? I just followed as per the guide above and created the table with:
CREATE EXTERNAL TABLE games
(
value STRING
)
LOCATION '/user/hue/games'
The value I am trying to explode is an array like this:
[{"gameId":49927894,"invalid":false,"gameMode":"CLASSIC","gameType":"MATCHED_GAME","subType":"RANKED_SOLO_5x5","mapId":1,"teamId":100,"championId":53,"spell1":4,"spell2":14,"level":30,"ipEarned":228,"createDate":1404215396001,"fellowPlayers":[{"summonerId":305443,"teamId":200,"championId":62},{"summonerId":468080,"teamId":100,"championId":23},{"summonerId":356814,"teamId":100,"championId":64},{"summonerId":279828,"teamId":200,"championId":222},{"summonerId":284016,"teamId":100,"championId":112},{"summonerId":222776,"teamId":200,"championId":37},{"summonerId":380226,"teamId":100,"championId":104},{"summonerId":871165,"teamId":200,"championId":238},{"summonerId":443896,"teamId":200,"championId":102}],"stats":{"level":12,"goldEarned":7829,"numDeaths":2,"barracksKilled":1,"minionsKilled":15,"championsKilled":2,"goldSpent":6755,"totalDamageDealt":21181,"totalDamageTaken":10271,"team":100,"win":true,"largestMultiKill":1,"physicalDamageDealtPlayer":8258,"magicDamageDealtPlayer":12390,"physicalDamageTaken":7603,"magicDamageTaken":2215,"timePlayed":1560,"totalHeal":782,"totalUnitsHealed":1,"assists":7,"item0":3069,"item1":3024,"item2":2045,"item3":3117,"item4":3082,"item6":3341,"visionWardsBought":1,"magicDamageDealtToChampions":3193,"physicalDamageDealtToChampions":1144,"totalDamageDealtToChampions":4870,"trueDamageDealtPlayer":532,"trueDamageDealtToChampions":532,"trueDamageTaken":451,"wardKilled":2,"wardPlaced":12,"totalTimeCrowdControlDealt":36}},{"gameId":49921219,"invalid":false,"gameMode":"CLASSIC","gameType":"MATCHED_GAME","subType":"RANKED_SOLO_5x5","mapId":1,"teamId":100,"championId":72,"spell1":4,"spell2":11,"level":30,"ipEarned":71,"createDate":1404210159007,"fellowPlayers":[{"summonerId":323330,"teamId":100,"championId":102},{"summonerId":430227,"teamId":200,"championId":134},{"summonerId":1403590,"teamId":200,"championId":114},{"summonerId":382370,"teamId":100,"championId":99},{"summonerId":445767,"teamId":100,"championId":51},{"summonerId":490295,"teamId":200,"championId":19},{"summonerId":313523,"teamId":100,"championId":4},{"summonerId":308769,"teamId":200,"championId":25},{"summonerId":1591549,"teamId":200,"championId":67}],"stats":{"level":16,"goldEarned":12337,"numDeaths":5,"minionsKilled":60,"championsKilled":4,"goldSpent":11955,"totalDamageDealt":128541,"totalDamageTaken":37539,"killingSprees":1,"largestKillingSpree":2,"team":100,"win":false,"neutralMinionsKilled":84,"largestMultiKill":1,"physicalDamageDealtPlayer":68670,"magicDamageDealtPlayer":40557,"physicalDamageTaken":25561,"magicDamageTaken":8767,"timePlayed":2354,"totalHeal":4024,"totalUnitsHealed":1,"assists":12,"item0":3143,"item1":3102,"item2":2045,"item3":3283,"item4":3207,"item6":3364,"visionWardsBought":2,"magicDamageDealtToChampions":3449,"physicalDamageDealtToChampions":3735,"totalDamageDealtToChampions":7690,"trueDamageDealtPlayer":19313,"trueDamageDealtToChampions":505,"trueDamageTaken":3209,"wardKilled":3,"wardPlaced":5,"neutralMinionsKilledEnemyJungle":7,"neutralMinionsKilledYourJungle":77,"totalTimeCrowdControlDealt":1290}},{"gameId":49846672,"invalid":false,"gameMode":"CLASSIC","gameType":"MATCHED_GAME","subType":"RANKED_SOLO_5x5","mapId":1,"teamId":100,"championId":72,"spell1":4,"spell2":11,"level":30,"ipEarned":92,"createDate":1404137990304,"fellowPlayers":[{"summonerId":390284,"teamId":100,"championId":29},{"summonerId":333970,"teamId":200,"championId":236},{"summonerId":306968,"teamId":200,"championId":157},{"summonerId":275006,"teamId":200,"championId":84},{"summonerId":271369,"teamId":200,"championId":92},{"summonerId":942667,"teamId":100,"championId":68},{"summonerId":475293,"teamId":100,"championId":201},{"summonerId":560185,"teamId":100,"championId":115},{"summonerId":340177,"teamId":200,"championId":54}],"stats":{"level":18,"goldEarned":14683,"numDeaths":3,"barracksKilled":1,"turretsKilled":2,"minionsKilled":33,"championsKilled":10,"goldSpent":13153,"totalDamageDealt":146399,"totalDamageTaken":29156,"doubleKills":1,"killingSprees":1,"largestKillingSpree":9,"team":100,"win":true,"neutralMinionsKilled":86,"largestMultiKill":2,"physicalDamageDealtPlayer":85905,"magicDamageDealtPlayer":42140,"physicalDamageTaken":25170,"magicDamageTaken":2669,"largestCriticalStrike":349,"timePlayed":1932,"totalHeal":4997,"totalUnitsHealed":1,"assists":19,"item0":3143,"item1":3207,"item2":3211,"item3":3078,"item4":3009,"item5":1028,"item6":3340,"visionWardsBought":2,"magicDamageDealtToChampions":4955,"physicalDamageDealtToChampions":6923,"totalDamageDealtToChampions":12270,"trueDamageDealtPlayer":18353,"trueDamageDealtToChampions":391,"trueDamageTaken":1317,"wardKilled":3,"wardPlaced":7,"neutralMinionsKilledEnemyJungle":6,"neutralMinionsKilledYourJungle":80,"totalTimeCrowdControlDealt":879}},{"gameId":49842237,"invalid":false,"gameMode":"CLASSIC","gameType":"MATCHED_GAME","subType":"RANKED_SOLO_5x5","mapId":1,"teamId":200,"championId":72,"spell1":4,"spell2":11,"level":30,"ipEarned":239,"createDate":1404132909924,"fellowPlayers":[{"summ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Any help very much appreciated!

The explode() hive function takes a hive array or map, and you gave it a String value. json_tuple() worked in the guide because it made your string into a map.
You'll want to convert your json array into a format that hive can accept, or use one of the JSON SerDes or something of that nature in order to query the way you want.
JSON SerDe for Hive that supports JSON arrays

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