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The grain of an accumulating snapshot design is framed in terms of an identifiable entity that passes through the business process. The fact table will have exactly one row for each instance of the entity. Multiple relationships to the day dimension represent the achievement of each significant milestone or status. Corresponding facts capture the number of elapsed days at each processing stage.

If @intErrorCode = 0 Begin Insert into Inventory (EquipmentId, LocationId, StatusId, LeaseId, LeaseScheduleId, OwnerId, Rent, Lease, Cost, AcquisitionTypeID) Values ( @intEquipmentId, @intLocationId, @inyStatusId, @intLeaseId, @intLeaseScheduleId, @intOwnerId, @mnsRent, @mnsLease, @mnsCost, @inyAcquisitionTypeID) Select @intErrorCode = @@Error, @intInventoryId = @@identity End Return @intErrorCode

package javaee.architect; import java.util.*; import javax.naming.*; import javax.jms.*; public class PSSubscribe implements MessageListener { private static String THIS = "PSSubscribe"; public static final String JMS_FACTORY = "myTopicConnectionFactory"; public static final String TOPIC = "myTopic1"; private InitialContext ctx; private TopicConnectionFactory tconnf; private TopicConnection tconn; private TopicSession tsess; private TopicSubscriber tsubscribe; private Topic topic; private boolean quit = false; public boolean ready; public static void main(String[] args) { PSSubscribe sub = new PSSubscribe(args.length>0 args[0]:""); if (!sub.ready) { log("Not ready to subscribe to messages."); System.exit(-1); } log("Started."); sub.run(); sub.close(); log("Finished."); } public PSSubscribe(String durable) { THIS = THIS+durable; try { ctx = new InitialContext(System.getProperties()); tconnf = (TopicConnectionFactory) ctx.lookup(JMS_FACTORY); tconn = tconnf.createTopicConnection(); tconn.setClientID(THIS);

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Grain To design an accumulating snapshot, it must be possible to identify unique instances of an entity that is being processed or tracked. The grain will be defined as one row per instance of the entity in question. For mortgage processing, the entity is an application. An accumulating snapshot for mortgage processing will contain exactly one row for each application. That simple statement describes the grain of the fact table, mortgage_processing_facts, in Figure 11-6.

tsess = tconn.createTopicSession(false, Session.AUTO_ACKNOWLEDGE); topic = (Topic) ctx.lookup(TOPIC); // Create a durable or non-durable based on argument if (durable.equalsIgnoreCase("durable")) tsubscribe = tsess.createDurableSubscriber(topic, tconn.getClientID()); else tsubscribe = tsess.createSubscriber(topic); tsubscribe.setMessageListener(this); // start the connection tconn.start(); ready = true; } catch (Exception e) { ready = false; log("Initialization failed. "+e); close(); } } public void run() { if (!ready) return; synchronized (this) { while (!quit) { try { wait(); } catch (InterruptedException ie) { } } } } public void onMessage(Message msg) { if (!ready) return; // Declare a reference for the 'Runnable' object messages Runnable obj = null; try { if (msg instanceof ObjectMessage) { try { obj = (Runnable) ((ObjectMessage) msg).getObject(); } catch (Exception e) { log("Message is not an object!"); return; } // The object messages implement 'Runnable'. This is not // a typical use of messaging nor of runnable objects. try { if (obj != null) { obj.run(); } } catch (Exception e) { log("Can't run the object."); }

MORTGAGE_ PROCESSING_FACTS DAY day_key_submitted day_key_reviewed day_key_processed day_key_underwritten day_key_settled application_key employee_key_officer employee_key_processor employee_key_underwriter status_key days_reviewing days_processing days_underwriting days_pending_settlement days_submitted_to_settled application_amount review_amount underwriting_amount settlement_amount

} else if (msg instanceof TextMessage) { String text = ((TextMessage) msg).getText(); log(text); if (text.equals("***CLOSE***")) { synchronized (this) { quit = true; notifyAll(); } } } else { log("Message must be ObjectMessage or TextMessage."); log(msg.toString()); } } catch (Exception e) { log("Can't receive message: " + e); } } public void close() { try { if (tsubscribe != null) tsubscribe.close(); if (tsess != null) tsess.close(); if (tconn != null) tconn.close(); if (ctx != null) ctx.close(); } catch (Exception e) { log("Can't close up. "+e); } } private static void log(String msg) { System.out.println(new java.util.Date()+" "+THIS+" "+msg); } }

This statement of grain contrasts with the grain of a transaction fact table, which typically records one row per event, or the grain of a periodic snapshot, which records a row for something for each period. Also unlike these designs, the rows in the accumulating snapshot will be regularly updated after they have been inserted. An example of this progression will be studied shortly.

When executed, here is the output from the publishing client:

Unfortunately, the previous solution does not always work as you might expect. SQL Server has a bug/feature that can change a value stored in the @@identity global variable. If the table in which the record was inserted (in this case, Inventory) has a trigger that inserts a record into some other table with an identity key, the value of that key will be recorded in @@identity. You can reproduce this behavior using the following script. It must be executed against the tempdb database.

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