James Halliday commented on Bug DS-1531
Sorry for not being more specific, Tim. And sorry for letting this sit for so long before replying!

To summarize: In DSpace 3.1, I was unable to import my old DSpace log files into the statistics system until I changed the following:

In /dspace-api/src/main/java/org/dspace/statistics/util/StatisticsImporter.java, starting at line 335. You can see the area I had to comment out below.

                if (dns != null)
                {
                    sid.addField("dns", dns.toLowerCase());
                }

                if (dso instanceof Item) {
                    Item item = (Item) dso;
                    // Store the metadata
                    // IUSW JLH --- remove this --- it is currently broken!
                    /*
                    for (String storedField : metadataStorageInfo.keySet()) {
                        String dcField = metadataStorageInfo.get(storedField);

                        DCValue[] vals = item.getMetadata(dcField.split("\\.")[0],
                                dcField.split("\\.")[1], dcField.split("\\.")[2],
                                Item.ANY);
                        for (DCValue val1 : vals) {
                            String val = val1.value;
                            sid.addField(String.valueOf(storedField), val);
                            sid.addField(String.valueOf(storedField + "_search"),
                                    val.toLowerCase());
                        }
                    }
                    */
                }
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