Hive: How do I join with a between dates condition? - hadoop

I have table of items:
| id | dateTimeUTC | color |
+----+------------------+-------+
| 1 | 1/1/2001 1:11:11 | Red |
+----+------------------+-------+
| 2 | 2/2/2002 2:22:22 | Blue |
+----+------------------+-------+
It contains some events with a dateTime in it. I also have an events table:
| eventID | startDate | endDate |
+---------+-------------------+------------------+
| 1 | 1/1/2001 1:11:11 | 2/2/2002 2:22:22 |
+---------+-------------------+------------------+
| 2 | 3/3/2003 00:00:00 | 3/3/2003 1:11:11 |
+---------+-------------------+------------------+
I want to join the two, getting where the dateTimeUTC of the item table is in between the start and end date of the events table. Now, to do this in sql is pretty standard, but HQL not so much. Hive doesn't let you have anything but an "=" in the join clause. (Link to HIVE info here: https://cwiki.apache.org/confluence/display/Hive/LanguageManual+Joins). Now, there was a question about a similar situation before here, but I found that it's been 4 years since then and have hoped there was a solution.
Any tips on how to make this happen?

I think you have string format for dates in tables , If yes use following ... Making date into standard format.
select * from items_x, items_date where UNIX_TIMESTAMP(dateTimeUTC,'dd/MM/yyyy HH:MM:SS') between UNIX_TIMESTAMP(startDate,'DD/MM/YYYY HH:MM:SS') and UNIX_TIMESTAMP(endDate,'DD/MM/YYYY HH:MM:SS') ;

Related

Oracle 11g insert into select from a table with duplicate rows

I have one table that need to split into several other tables.
But the main table is just like a transitive table.
I dump data from a excel into it (from 5k to 200k rows) , and using insert into select, split into the correct tables (Five different tables).
However, the latest dataset that my client sent has records with duplicates values.
The primary key usually is ENI for my table. But even this record is duplicated because the same company can be a customer and a service provider, so they have two different registers but use the same ENI.
What i have so far.
I found a script that uses merge and modified it to find same eni and update the same main_id to all
|Main_id| ENI | company_name| Type
| 1 | 1864 | JOHN | C
| 2 | 351485 | JOEL | C
| 3 | 16546 | MICHEL | C
| 2 | 351485 | JOEL J. | S
| 1 | 1864 | JOHN E. E. | C
Main_id: Primarykey that the main BD uses
ENI: Unique company number
Type: 'C' - COSTUMER 'S' - SERVICE PROVIDERR
Some Cases it can have the same type. just like id 1
there are several other Columns...
What i need:
insert any of the main_id my other script already sorted, and set a flag on the others that they were not inserted. i cant delete any data i'll need to send these info to the costumer validate.
or i just simply cant make this way and go back to the good old excel
Edit: as a question below this is a example
|Main_id| ENI | company_name| Type| RANK|
| 1 | 1864 | JOHN | C | 1 |
| 2 | 351485 | JOEL | C | 1 |
| 3 | 16546 | MICHEL | C | 1 |
| 2 | 351485 | JOEL J. | S | 2 |
| 1 | 1864 | JOHN E. E. | C | 2 |
RANK - would be like the 1864 appears 2 times,
1st one found gets 1 second 2 and so on. i tryed using
RANK() OVER (PARTITION BY MAIN_ID ORDER BY ENI)
RANK() OVER (PARTITION BY company_name ORDER BY ENI)
Thanks to TEJASH i was able to come up with this solution
MERGE INTO TABLEA S
USING (Select ROWID AS ID,
row_number() Over(partition by eniorder by eni, type) as RANK_DUPLICATED
From TABLEA
) T
ON (S.ROWID = T.ID)
WHEN MATCHED THEN UPDATE SET S.RANK_DUPLICATED= T.RANK_DUPLICATED;
As far as I understood your problem, you just need to know the duplicate based on 2 columns. You can achieve it using analytical function as follows:
Select t.*,
row_number() Over(partition by main_id, eni order by company_name) as rnk
From your_table t

Convert raw query into laravel eloquent

I have this written and working as a raw SQL query, but I am trying to convert it to a more Laravel eloquent / query builder design instead of just a raw query.
My table structure like this:
Table One (Name model)
______________
| id | name |
|------------|
| 1 | bob |
| 2 | jane |
--------------
Table Two (Date Model)
_________________________________
| id | table_1_id | date |
|-------------------------------|
| 1 | 1 | 2000-01-01 |
| 2 | 1 | 2000-01-31 |
| 4 | 1 | 2000-02-28 |
| 5 | 1 | 2000-03-03 |
| 6 | 2 | 2000-01-03 |
| 7 | 2 | 2000-01-05 |
---------------------------------
I am returning only the the highest (most recent) dates from table 2 (Dates model) that match the user bob from table 1 (Name model).
For instance, in the example above, I return this from my query
2000-01-31
2000-02-28
2000-03-03
Here is what I am doing now (which works), but i'm just not sure how to use YEAR, MONTH and MAX with laravel.
DB::select(
DB::raw("
SELECT MAX(date) as max_date
FROM table_2
INNER JOIN table_1 ON table_1.id = table_2.table_1_id
WHERE table_1.name = 'bob'
GROUP BY YEAR(date), MONTH(date)
ORDER BY max_date DESC
")
);
Try this code if any problem then,
DB::table('table_1')->join('table_2', 'table_1.id','=','table_2.table_1_id')
->select(DB::raw('MAX(date) as max_date'),DB::raw('YEAR(date) year, MONTH(date) month'),'table_1.name')
->where('name','bob')
->groupBy('year','month')
->orderBy('max_date')
->get();
If any problem with above code then feel free to ask.

how to count number of words in each column delimited by "|" seperator using hive?

input data is
+----------------------+--------------------------------+
| movie_name | Genres |
+----------------------+--------------------------------+
| digimon | Adventure|Animation|Children's |
| Slumber_Party_Massac | Horror |
+----------------------+--------------------------------+
i need output like
+----------------------+--------------------------------+-----------------+
| movie_name | Genres | count_of_genres |
+----------------------+--------------------------------+-----------------+
| digimon | Adventure|Animation|Children's | 3 |
| Slumber_Party_Massac | Horror | 1 |
+----------------------+--------------------------------+-----------------+
select *
,size(split(coalesce(Genres,''),'[^|\\s]+'))-1 as count_of_genres
from mytable
This solution covers varying use-cases, including -
NULL values
Empty strings
Empty tokens (e.g. Adventure||Animation orAdventure| |Animation )
This is a really, really bad way to store data. You should have a separate MovieGenres table with one row per movie and per genre.
One method is to use length() and replace():
select t.*,
(1 + length(genres) - length(replace(genres, '|', ''))) as num_genres
from t;
This assumes that each movie has at least one genre. If not, you need to test for that as well.

Automatically generating documentation about the structure of the database

There is a database that contains several views and tables.
I need create a report (documentation of database) with a list of all the fields in these tables indicating the type and, if possible, an indication of the minimum/maximum values and values from first row. For example:
.------------.--------.--------.--------------.--------------.--------------.
| Table name | Column | Type | MinValue | MaxValue | FirstRow |
:------------+--------+--------+--------------+--------------+--------------:
| Table1 | day | date | ‘2010-09-17’ | ‘2016-12-10’ | ‘2016-12-10’ |
:------------+--------+--------+--------------+--------------+--------------:
| Table1 | price | double | 1030.8 | 29485.7 | 6023.8 |
:------------+--------+--------+--------------+--------------+--------------:
| … | | | | | |
:------------+--------+--------+--------------+--------------+--------------:
| TableN | day | date | ‘2014-06-20’ | ‘2016-11-28’ | ‘2016-11-16’ |
:------------+--------+--------+--------------+--------------+--------------:
| TableN | owner | string | NULL | NULL | ‘Joe’ |
'------------'--------'--------'--------------'--------------'--------------'
I think the execution of many queries
SELECT MAX(column_name) as max_value, MIN(column_name) as min_value
FROM table_name
Will be ineffective on the huge tables that are stored in Hadoop.
After reading documentation found an article about "Statistics in Hive"
It seems I must use request like this:
ANALYZE TABLE tablename COMPUTE STATISTICS FOR COLUMNS;
But this command ended with error:
Error while processing statement: FAILED: Execution Error, return code 1 from org.apache.hadoop.hive.ql.exec.ColumnStatsTask
Do I understand correctly that this request add information to the description of the table and not display the result? Will this request work with view?
Please suggest how to effectively and automatically create documentation for the database in HIVE?

(Nested?) Select statement with MAX and WHERE clause

I'm cranking my head on a set of data in order to generate a report from a Oracle DB.
Data are in two tables:
SUPPLY
DEVICE
There is only one column that links the two tables:
SUPPLY.DEVICE_ID
DEVICE.ID
In SUPPLY, there are these data: (Markdown is not working well. it's supposed to show a table)
| DEVICE_ID | COLOR_TYPE | SERIAL | UNINSTALL_DATE |
|----------- |------------ |-------------- |--------------------- |
| 1232 | 1 | CAP857496 | 08/11/2016,19:10:50 |
| 5263 | 2 | CAP57421 | 07/11/2016,11:20:00 |
| 758 | 3 | CBO753421869 | 07/11/2016,04:25:00 |
| 758 | 4 | CC9876543 | 06/11/2016,11:40:00 |
| 8575 | 4 | CVF75421 | 05/11/2016,23:59:00 |
| 758 | 4 | CAP67543 | 30/09/2016,11:00:00 |
In DEVICE, there are columns that I've to select all (more or less), but each row is unique.
What i need to achieve is:
for each SUPPLY.DEVICE_ID and SUPPLY.COLOR_TYPE, I need the most recent ROW -> MAX(UNINSTALL_DATE)
JOINED with
more or less all the columns in DEVICE.
At the end I should have something like this:
| ACCOUNT_CODE | MODEL | DEVICE.SERIAL | DEVICE_ID | COLOR_TYPE | SUPPLY.SERIAL | UNINSTALL_DATE |
|-------------- |------- |--------------- |----------- |------------ |--------------- |--------------------- |
| BUSTO | MS410 | LM753 | 1232 | 1 | CAP857496 | 08/11/2016,19:10:50 |
| MACCHI | MX310 | XC876 | 5263 | 2 | CAP57421 | 07/11/2016,11:20:00 |
| ASL_COMO | MX711 | AB123 | 758 | 3 | CBO753421869 | 07/11/2016,04:25:00 |
| ASL_COMO | MX711 | AB123 | 758 | 4 | CC9876543 | 06/11/2016,11:40:00 |
| ASL_VARESE | X950 | DE8745 | 8575 | 4 | CVF75421 | 05/11/2016,23:59:00 |
So far, using a nested select like:
SELECT DEVICE_ID,COLOR_TYPE,SERIAL,UNINSTALL_DATE FROM
(SELECT SELECT DEVICE_ID,COLOR_TYPE,SERIAL,UNINSTALL_DATE
FROM SUPPLY WHERE DEVICE_ID = '123456' ORDER BY UNINSTALL_DATE DESC)
WHERE ROWNUM <= 1
I managed to get the highest value on the UNISTALL_DATE column after trying MAX(UNISTALL_DATE) or HIGHEST(UNISTALL_DATE).
I tried also:
SELECT SUPPLY.DEVICE_ID, SUPPLY.COLOR_TYPE, ....
FROM SUPPLY,DEVICE WHERE SUPPLY.DEVICE_ID = DEVICE.ID
and it works, but gives me ALL the items, basically it's a merge of the two tables.
When I try to narrow the data selected, i get errors or a empty result.
I'm starting to wonder that it's not possible to obtain this data and i'm starting to export the data in excel and work from there, but I wish someone can help me before giving up...
Thank you in advance.
for each SUPPLY.DEVICE_ID and SUPPLY.COLOR_TYPE, I need the most recent ROW -> MAX(UNINSTALL_DATE)
Use ROW_NUMBER function in this way:
SELECT s.*,
row_number() OVER (
PARTITION BY DEVICE_ID, COLOR_TYPE
ORDER BY UNINSTALL_DATE DESC
) As RN
FROM SUPPLY s
This query marks most recent rows with RN=1
JOINED with more or less all the columns in DEVICE.
Just join the above query to DEVICE table
SELECT d.*,
x.COLOR_TYPE,
x.SERIAL,
x.UNINSTALL_DATE
FROM (
SELECT s.*,
row_number() OVER (
PARTITION BY DEVICE_ID, COLOR_TYPE
ORDER BY UNINSTALL_DATE DESC
) As RN
FROM SUPPLY s
) x
JOIN DEVICE d
ON d.DEVICE_ID = x.DEVICE_ID AND x.RN=1
OK - so you could group by device_id, color_type and select max(uninstall_date) as well, and join to the other table. But you would miss the serial value for the most recent row (for each combination of device_id, color_type).
There are a few ways to fix that. Your attempt with rownum was close, but the problem is that you need to order within each "group" (by device_id, color_type) and get the first row from each group. I am sure someone will post a solution along those lines, using either row_number() or rank() or perhaps the analytic version of max(uninstall_date).
When you just need the "top" row from each group, you can use keep (dense_rank first/last) - which may be slightly more efficient - like so:
select device_id, color_type,
max(serial) keep (dense_rank last order by uninstall_date) as serial,
max(uninstall_date) as uninstall_date
from supply
group by device_id, color_type
;
and then join to the other table. NOTE: dense_rank last will pick up the row OR ROWS with the most recent (max) date for each group. If there are ties, that is more than one row; the serial will then be the max (in lexicographical order) among those rows with the most recent date. You can also select min, or add some order so you pick a specific one (you didn't discuss this possibility).
SELECT
d.ACCOUNT_CODE, d.DNS_HOST_NAME,d.IP_ADDRESS,d.MODEL_NAME,d.OVERRIDE_SERIAL_NUMBER,d.SERIAL_NUMBER,
s.COLOR, s.SERIAL_NUMBER, s.UNINSTALL_TIME
FROM (
SELECT s.DEVICE_ID, s.LAST_LEVEL_READ, s.SERIAL_NUMBER,TRUNC(s.UNINSTALL_TIME), row_number()
OVER (
PARTITION BY DEVICE_ID, COLOR
ORDER BY UNINSTALL_TIME DESC
) As RN
FROM SUPPLY s
WHERE s.UNINSTALL_TIME IS NOT NULL AND s.SERIAL_NUMBER IS NOT NULL
)
JOIN DEVICE d
ON d.ID = s.DEVICE_ID AND s.RN=1;
#krokodilko: thank you very much for your help. First query works. Modified it in order to remove junk, putting real columns name i need (yesterday evening i had no access to the DB) and getting only the data I need.
Unfortunately, when I join the two tables as you suggested I get error:
ORA-00904: "S"."RN": invalid identifier
00904. 00000 - "%s: invalid identifier"
If i remove s. before RN, the ORA-00904 moves back to s.DEVICE_ID.

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