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Title Slide 00:00:00 Sam tries to track what you do 00:00:59 Luminosity information is associated with files 00:03:48 What we know about derived file 00:06:29 Analysis Examples 00:08:32 First Step 00:11:25 Correct example 00:13:16 Bad example 00:15:05 Solutions 00:17:18 Another method 00:18:29 lm_access 00:22:18 Can I normalize this? 00:26:19 Skimming carefully 00:28:09 Do I really have to do this? 00:38:10 Storing files back into sam 00:39:52 This is metadata produced by a copysam.py job 00:40:29 What data-tier to use in storing 00:42:46 What's that stream variable 00:45:41 To store data you need 00:49:27 How data stores work 00:51:18 Checking on file stores 00:54:31 Merging small output files 00:54:57 Conclusion 00:56:23