The pfx_dw schema is a fairly textbook "star schema", with things like jobs and worker usage in fact tables, and the various things that you might use in a SQL WHERE clause in dimension tables.
The job
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dimension table, a typical "fact" table.
For example, to get reports about various jobs over time, you'll be querying the pfx_dw.job_fact table:
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mysql> SELECT * FROM jobstatus_dim; +--------------+------------+-------------+----------------+-------------+ | jobstatus_sk | status_int | status_char | effective_date | expiry_date | +--------------+------------+-------------+----------------+-------------+ | 1 | 16 | complete | 1999-12-31 | 9999-12-31 | | 2 | 32 | failed | 1999-12-31 | 9999-12-31 | | 3 | 48 | killed | 1999-12-31 | 9999-12-31 | | 4 | 272 | blocked | 1999-12-31 | 9999-12-31 | | 5 | 288 | waiting | 1999-12-31 | 9999-12-31 | | 6 | 304 | suspended | 1999-12-31 | 9999-12-31 | | 7 | 320 | pending | 1999-12-31 | 9999-12-31 | | 8 | 323 | waiting | 1999-12-31 | 9999-12-31 | | 9 | 325 | badlogin | 1999-12-31 | 9999-12-31 | | 10 | 336 | running | 1999-12-31 | 9999-12-31 | | 11 | 261 | dying | 1999-12-31 | 9999-12-31 | +--------------+------------+-------------+----------------+-------------+ |
Get a count of all jobs for a particular user for January, 2014:
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Get the sum total of cpu_seconds used for each user for the last 7 days, broken down by user, date, and the job's final status:
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| language | sql |
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SELECT user.name |
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, time.date |
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, status.status_char |
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, SUM(fact.cpu_seconds) |
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as |
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"cpu_time" |
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FROM job_ |
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fact AS |
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fact |
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INNER |
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JOIN user_ |
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dim AS |
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user |
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ON fact.user_sk=user.user_sk |
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INNER |
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JOIN time_ |
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dim AS |
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time |
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ON fact.time_sk=time.time_sk |
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INNER |
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JOIN jobstatus_ |
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dim AS |
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status |
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ON fact.jobstatus_sk=status.jobstatus_sk |
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WHERE DATEDIFF(CURDATE(), |
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time.date_time) |
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< |
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7 |
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GROUP |
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BY user.name |
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, time.date |
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, status.status_int |
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ORDER |
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BY time.date |
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, cpu_ |
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time DESC , status.status_char |
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; +--------+------------+-------------+----------+ |
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| |
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name |
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| |
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date | status_char |
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| |
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cpu_time |
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+--------+------------+-------------+----------+ |
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<< snipped >>| jburk | 2014-07-14 |
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| complete | 351036 || jburk | 2014-07-14 |
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| killed | 60029 || jburk | 2014-07-14 |
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| failed | 139 || coxj | 2014-07-14 |
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| killed | 98 || garza | 2014-07-14 |
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| killed | 0 || jburk | 2014-07-15 |
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| complete | 28910 || fubar | 2014-07-15 |
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| complete | 18610 || foobar | 2014-07-15 |
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| complete | 18561 || jburk | 2014-07-15 |
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| killed | 16967 || jburk | 2014-07-15 |
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| failed | 27 || jburk | 2014-07-16 |
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| complete | 46797 || jburk | 2014-07-16 |
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| killed | 17136 || jburk | 2014-07-16 |
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| failed | 2 | << snipped >>+--------+------------+-------------+----------+ |