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the-r-in-spark.out
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\BOOKMARK [0][-]{chapter*.2}{Preface}{}% 1
\BOOKMARK [0][-]{chapter.1}{Introduction}{}% 2
\BOOKMARK [1][-]{section.1.1}{Background}{chapter.1}% 3
\BOOKMARK [1][-]{section.1.2}{Spark}{chapter.1}% 4
\BOOKMARK [1][-]{section.1.3}{R}{chapter.1}% 5
\BOOKMARK [1][-]{section.1.4}{sparklyr}{chapter.1}% 6
\BOOKMARK [0][-]{chapter.2}{Installation}{}% 7
\BOOKMARK [1][-]{section.2.1}{Prerequisites}{chapter.2}% 8
\BOOKMARK [1][-]{section.2.2}{Installing\040Spark}{chapter.2}% 9
\BOOKMARK [1][-]{section.2.3}{Connecting\040to\040Spark}{chapter.2}% 10
\BOOKMARK [1][-]{section.2.4}{Using\040Spark}{chapter.2}% 11
\BOOKMARK [1][-]{section.2.5}{Disconnecting}{chapter.2}% 12
\BOOKMARK [1][-]{section.2.6}{Recap}{chapter.2}% 13
\BOOKMARK [0][-]{chapter.3}{Analysis}{}% 14
\BOOKMARK [1][-]{section.3.1}{dplyr}{chapter.3}% 15
\BOOKMARK [1][-]{section.3.2}{DBI}{chapter.3}% 16
\BOOKMARK [0][-]{chapter.4}{Modeling}{}% 17
\BOOKMARK [1][-]{section.4.1}{Overview}{chapter.4}% 18
\BOOKMARK [1][-]{section.4.2}{Supervised}{chapter.4}% 19
\BOOKMARK [1][-]{section.4.3}{Unsupervised}{chapter.4}% 20
\BOOKMARK [1][-]{section.4.4}{Broom}{chapter.4}% 21
\BOOKMARK [1][-]{section.4.5}{Pipelines}{chapter.4}% 22
\BOOKMARK [0][-]{chapter.5}{Clusters}{}% 23
\BOOKMARK [1][-]{section.5.1}{Overview}{chapter.5}% 24
\BOOKMARK [1][-]{section.5.2}{Managers}{chapter.5}% 25
\BOOKMARK [1][-]{section.5.3}{On-Premise}{chapter.5}% 26
\BOOKMARK [1][-]{section.5.4}{Cloud}{chapter.5}% 27
\BOOKMARK [1][-]{section.5.5}{Tools}{chapter.5}% 28
\BOOKMARK [1][-]{section.5.6}{Recap}{chapter.5}% 29
\BOOKMARK [0][-]{chapter.6}{Connections}{}% 30
\BOOKMARK [1][-]{section.6.1}{Overview}{chapter.6}% 31
\BOOKMARK [1][-]{section.6.2}{Types}{chapter.6}% 32
\BOOKMARK [1][-]{section.6.3}{Troubleshooting}{chapter.6}% 33
\BOOKMARK [1][-]{section.6.4}{Recap}{chapter.6}% 34
\BOOKMARK [0][-]{chapter.7}{Tuning}{}% 35
\BOOKMARK [1][-]{section.7.1}{Overview}{chapter.7}% 36
\BOOKMARK [1][-]{section.7.2}{Configuration}{chapter.7}% 37
\BOOKMARK [1][-]{section.7.3}{Caching}{chapter.7}% 38
\BOOKMARK [1][-]{section.7.4}{Partitions}{chapter.7}% 39
\BOOKMARK [1][-]{section.7.5}{Shuffling}{chapter.7}% 40
\BOOKMARK [1][-]{section.7.6}{Checkpointing}{chapter.7}% 41
\BOOKMARK [1][-]{section.7.7}{Troubleshooting}{chapter.7}% 42
\BOOKMARK [1][-]{section.7.8}{Recap}{chapter.7}% 43
\BOOKMARK [0][-]{chapter.8}{Extensions}{}% 44
\BOOKMARK [1][-]{section.8.1}{Using\040Extensions}{chapter.8}% 45
\BOOKMARK [1][-]{section.8.2}{Writting\040Extensions}{chapter.8}% 46
\BOOKMARK [0][-]{chapter.9}{Distributed\040R}{}% 47
\BOOKMARK [1][-]{section.9.1}{Use\040Cases}{chapter.9}% 48
\BOOKMARK [1][-]{section.9.2}{Grouping}{chapter.9}% 49
\BOOKMARK [1][-]{section.9.3}{Packages}{chapter.9}% 50
\BOOKMARK [1][-]{section.9.4}{Restrictions}{chapter.9}% 51
\BOOKMARK [1][-]{section.9.5}{Troubleshooting}{chapter.9}% 52
\BOOKMARK [0][-]{chapter.10}{Streaming}{}% 53
\BOOKMARK [1][-]{section.10.1}{Overview}{chapter.10}% 54
\BOOKMARK [1][-]{section.10.2}{Transformations}{chapter.10}% 55
\BOOKMARK [1][-]{section.10.3}{Shiny}{chapter.10}% 56
\BOOKMARK [1][-]{section.10.4}{Formats}{chapter.10}% 57
\BOOKMARK [0][-]{chapter.11}{Contributing}{}% 58
\BOOKMARK [1][-]{section.11.1}{Overview}{chapter.11}% 59
\BOOKMARK [1][-]{section.11.2}{Serialization}{chapter.11}% 60
\BOOKMARK [1][-]{section.11.3}{Invocations}{chapter.11}% 61
\BOOKMARK [1][-]{section.11.4}{R\040Packages}{chapter.11}% 62
\BOOKMARK [1][-]{section.11.5}{Connections}{chapter.11}% 63
\BOOKMARK [1][-]{section.11.6}{Distributed\040R}{chapter.11}% 64
\BOOKMARK [0][-]{chapter*.3}{Appendix}{}% 65
\BOOKMARK [1][-]{section.11.7}{Worlds\040Store\040Capacity}{chapter*.3}% 66
\BOOKMARK [1][-]{section.11.8}{Daily\040downloads\040of\040CRAN\040packages}{chapter*.3}% 67
\BOOKMARK [1][-]{section.11.9}{Google\040trends\040for\040mainframes,\040cloud\040computing\040and\040kubernetes}{chapter*.3}% 68