# NOT RUN { if (require("dbplyr")) { lahman_s <- lahman_sqlite() batting <- tbl(lahman_s, "Batting") batting %>% show_query() batting %>% explain() # The batting database has indices on all ID variables: # SQLite automatically picks the most restrictive index batting %>% filter(lgID == "NL" & yearID == 2000L) %>% explain() # OR's will use multiple indexes batting %>% filter(lgID == "NL" | yearID == 2000) %>% explain() # Joins will use indexes in both tables teams <- tbl(lahman_s, "Teams") batting %>% left_join(teams, c("yearID", "teamID")) %>% explain() } # } Run the code above in your browser using DataLab