Needed some idea about transaction volume check on daily basis
Hi All,
Good morning.
I need some idea about transaction volume check on daily basis.
Though I have some basic idea like:
> Check mean value for 3 months of historical data and then add/subtract 'n' number (could be 100 to 10000 as per source systems) to create a MAX and MIN range on daily basis (maybe?).
> So this way if the volume does not fall on this range, an e-Mail should come (SMTP e-Mail functionality is already there) or a job failure or something like that.
Please let me know if this can be a right process or there are better process to check this.
Transaction volume as in Bank Transaction Volume ( currency/cash/wire transactions by individuals [you, me, others ]).
So each day, Source System delivers these transaction.
So I want to see if there are volume deviation for any day by comparing historical volume.
i.e. for a given date: 14-Dec-2019 --- Say we have received 150 Transactions for SRC1 which is far less compared to historical volume (ranged between 250-450 Transaction daily; sample data given below).
so in the above case
The value of maxVolRange and minVolRange should change daily by checking historical data of Transactions received from source.
Sample data:
So I want derive these maxVolRange and minVolRange on daily basis by calculating average/mean average... (maybe?) to check if we are receiving correct data or there is no missing data.
When building a new system task, we should clearly know the interface; and you have not provided any of the details.
It is an existing system. Current high level architecture:
Source system (Reuters, Bloomberg etc) ---> provide transaction details in some flat files to an internal team in raw format [.dat files] ---> That team apply some transformation logic to generate required files for our application [Infra: Hadoop, Unix] ----> we load these files [Infra: Unix, Oracle] ---> apply ETL transformation logic [Infra: Unix, Oracle] ---> Run rules/logic [Infra: Unix, Oracle] ---> generate alerts [Infra: Unix, Oracle] .
Quote:
Do these number come from a DB query?
Yes, Oracle SQL query (Manual run in Database to check on daily basis. SQL output data provided as a sample csv file in previous post)
.
Now I would like to verify the data volume just before ETL transformation layer.
Please let me know if I'm able to provide required answer.
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