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https://issues.apache.org/jira/browse/GRIFFIN-333?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Obaidul Karim updated GRIFFIN-333:
----------------------------------
Description:
Refer to [https://issues.apache.org/jira/projects/GRIFFIN/issues/GRIFFIN-332].
If we have the ability to select specific columns, it will open the door to use
sql base aggregation, further reducing the volume of data from JDBC sources.
So, I propose the feature to allow JDBC connector to able to use sql based
aggregations using clause `groupby`
Let's say we have source and target tables that have data like below.
src:
{code:java}
------------------------
|employee_id |country|
------------------------
|1 | NZ |
|2 | DE |
|3 | DE |
|4 | NZ |
|5 | DE |
....
....
------------------------
{code}
tgt:
{code:java}
------------------------
|total_employee|country|
------------------------
|10 | NZ |
|11 | DE |
------------------------
{code}
Then we can perform `accuracy` check directly like below using `columns` and
`groupby` clauses for source table:
{code:java}
{ "name":"src",
"connector":{ "type":"jdbc",
"config":{ "database":"mydatabase",
"tablename":"mytable",
"columns":"count(*) total_employee, country",
"groupby":"country",
"url":"jdbc:sqlserver://myhost:1433;databaseName=mydatabase",
"user":"user",
"password":"password",
"driver":"com.microsoft.sqlserver.jdbc.SQLServerDriver",
"where":""
}
}
}
{code}
was:
Refer to https://issues.apache.org/jira/projects/GRIFFIN/issues/GRIFFIN-332.
If we have the ability to select specific columns, it will open the door to use
sql base aggregation, further reducing the volume of data from JDBC sources.
So, I propose the feature to allow JDBC connector to able to use sql based
aggregations using clause `groupby`
------------------------
|employee_id |country|
------------------------
|1 | NZ |
|2 | DE |
|3 | DE |
|4 | NZ |
|5 | DE |
....
....
------------------------
Let's say we have source and target tables that have data like below.
src:
{code:java}
------------------------
|employee_id |country|
------------------------
|1 | NZ |
|2 | DE |
|3 | DE |
|4 | NZ |
|5 | DE |
....
....
------------------------
{code}
tgt:
{code:java}
------------------------
|total_employee|country|
------------------------
|10 | NZ |
|11 | DE |
------------------------
{code}
Then we can perform `accuracy` check directly like below using `columns` and
`groupby` clauses for source table:
{code:java}
{ "name":"src",
"connector":{ "type":"jdbc",
"config":{ "database":"mydatabase",
"tablename":"mytable",
"columns":"count(*) total_employee, country",
"groupby":"country",
"url":"jdbc:sqlserver://myhost:1433;databaseName=mydatabase",
"user":"user",
"password":"password",
"driver":"com.microsoft.sqlserver.jdbc.SQLServerDriver",
"where":""
}
}
}
{code}
> JDBC Connector: Ability to Use "group by" caluse
> ------------------------------------------------
>
> Key: GRIFFIN-333
> URL: https://issues.apache.org/jira/browse/GRIFFIN-333
> Project: Griffin
> Issue Type: Improvement
> Components: accuracy-batch
> Affects Versions: 0.6.0
> Reporter: Obaidul Karim
> Priority: Major
>
> Refer to [https://issues.apache.org/jira/projects/GRIFFIN/issues/GRIFFIN-332].
> If we have the ability to select specific columns, it will open the door to
> use sql base aggregation, further reducing the volume of data from JDBC
> sources.
> So, I propose the feature to allow JDBC connector to able to use sql based
> aggregations using clause `groupby`
>
> Let's say we have source and target tables that have data like below.
> src:
> {code:java}
> ------------------------
> |employee_id |country|
> ------------------------
> |1 | NZ |
> |2 | DE |
> |3 | DE |
> |4 | NZ |
> |5 | DE |
> ....
> ....
> ------------------------
> {code}
> tgt:
> {code:java}
> ------------------------
> |total_employee|country|
> ------------------------
> |10 | NZ |
> |11 | DE |
> ------------------------
> {code}
> Then we can perform `accuracy` check directly like below using `columns` and
> `groupby` clauses for source table:
> {code:java}
> { "name":"src",
> "connector":{ "type":"jdbc",
> "config":{ "database":"mydatabase",
> "tablename":"mytable",
> "columns":"count(*) total_employee, country",
> "groupby":"country",
> "url":"jdbc:sqlserver://myhost:1433;databaseName=mydatabase",
> "user":"user",
> "password":"password",
> "driver":"com.microsoft.sqlserver.jdbc.SQLServerDriver",
> "where":""
> }
> }
> }
> {code}
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