Add more docs for Feature Layer
not complete, but progress..
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docs/features/transactions/importing/index.rst
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docs/features/transactions/importing/index.rst
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Importing
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=========
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So, the POS is ringing transactions but now you want to *import* those
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to another system? Why?
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The most frequent "use" for transaction data is probably to report on
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sales trends etc. That is covered more in the next section,
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:doc:`../reporting/index`. And commonly, it is done directly from the
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POS DB.
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But there are other uses for the data, and even if reporting is your
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*only* use, it still may be helpful to import it first, as will
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(hopefully) be explained.
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Rattail has a separate / dedicated DB for this scenario, meant to
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contain only POS (and similar) transaction data. This is referred to
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as the "Trainwreck" DB; see also :doc:`/data/trainwreck`.
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If you *do* import transaction data then here are some implications:
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* you ultimately decide the schema, though default is likely sufficient
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* schema is ideally *simpler* than "raw" POS transaction data
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* (in some cases POS transaction data is not even in SQL DB, but a file)
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* SQL reporting can then happen on the (simple!) Trainwreck data
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But those are just the obvious ones; here are some more advanced:
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* additional calculations may be made, e.g. custom "patronage" amount
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for each transaction
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* other data points known at time of transaction, may be recorded
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within it; e.g.:
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* current account status of customer or member
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* current [sub]department of each product sold
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* "links" between transaction/items and related customer order(s)
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* (this makes reporting on the Customer Orders possible, or at
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least much easier!)
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* transaction may later be "re-assigned" to a [different] customer,
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with subsequent reports reflecting the change
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* (e.g. for attributing patronage to correct member for annual refund)
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