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+data.table::fwrite(nycflights13::flights, file = path) + + +##################################### +### Demo 1: Subsetting strategies ### +##################################### + +#' 1. Read then subset +flights <- read_csv(path) +small_1 <- flights %>% select(carrier, origin, dest, year, month, day, dep_time) + +#' 2. Subset on read +small_2d <- data.table::fread(path, select = c('carrier', 'origin', 'dest', 'year', 'month', 'day', 'dep_time')) +small_2t <- read_csv(path, col_types = cols_only( + carrier = col_guess(), + origin = col_guess(), + dest = col_guess(), + year = col_guess(), + month = col_guess(), + day = col_guess(), + dep_time = col_guess() +)) + +#' 3. Batch, subset, and aggregate + +## Unknown file size +# setup +batch_size = 10000L +n = batch_size +offset = 0L +col_names <- names(read.csv(path, nrows = 1)) +df_list <- list() + +# iterate +while (n == 10000L) { + # read + message('Reading rows from ', offset, ' up to ', offset + batch_size) + df <- read.csv(path, skip = offset, nrows = batch_size, col.names = col_names, stringsAsFactors = FALSE) + + # subset and append + df_list[[length(df_list) + 1L]] <- df[c('carrier', 'origin', 'dest', 'year', 'month', 'day', 'dep_time')] + + # increment + n <- nrow(df) + offset <- offset + batch_size +} + +# aggregate +small_3b <- do.call(rbind, df_list) + + +## Precalculating file size +batch_size <- 10000L +col_names <- names(read_csv(path, n_max = 0)) +n_lines <- scan( + text = system(paste('wc -l', path), intern = TRUE), + what = integer(1), + nmax = 1 +) +offsets <- seq(1L, n_lines, by = batch_size) + +small_3t <- map_dfr(offsets, function(offset){ + message('Reading rows ', offset, ' to ', min(offset + batch_size, n_lines)) + + suppressMessages( + read_csv(path, skip = offset, col_names = col_names, n_max = batch_size) + ) %>% + select(carrier, origin, dest, year, month, day, dep_time) +}) + + +############################ +### Demo 2: Storing data ### +############################ + +flights_dir <- '/tmp/flights' +data('flights', package = 'nycflights13') + +flights %>% + group_by(carrier, year, month) %>% + nest() %>% + mutate( + filepath = file.path(flights_dir, carrier, year, sprintf('%02s.parquet', month)) + ) %>% + pwalk(function(...) { + dots <- list(...) + if (!dir.exists(dirname(dots$filepath))) { + dir.create(dirname(dots$filepath), recursive = TRUE) + } + + arrow::write_parquet( + dots$data, dots$filepath, + version = '1.0', chunk_size = 10000L, + compression = 'snappy' + ) + }) + +list.dirs(flights_dir) + +list.files(file.path(flights_dir, "AA", "2013"), full.names = TRUE) + +system('tree /tmp/flights') + + +############################## +### Demo 3: Arrow Datasets ### +############################## + +#' Single-file CSV Arrow Dataset + +list.files('/tmp/nycflights13/') +flights_ds_c <- arrow::open_dataset('/tmp/nycflights13/', format = 'csv') + +flights_ds_c +flights_ds_c$files +flights_ds_c$format +flights_ds_c$num_cols +flights_ds_c$num_rows + +flights_ds_c %>% + select(carrier, origin, dest, year, month, day, dep_time) + +flights_ds_c %>% + select(carrier, origin, dest, year, month, day, dep_time) %>% + collect() + +flights_ds_c %>% + select(carrier, origin, dest) %>% + filter(dest == 'LAX') %>% + collect() + + +#' Multi-file, multi-directory Parquet Arrow Dataset + +flights_ds_p <- arrow::open_dataset(flights_dir, partitioning = c('carrier', 'year')) + +flights_ds_p +flights_ds_p$files +flights_ds_p$format +flights_ds_p$num_cols +flights_ds_p$num_rows + +flights_ds_p %>% + select(carrier, origin, dest, matches('time$')) %>% + collect() + +flights_ds_p %>% + filter(carrier == 'UA', distance > 1000, !is.na(arr_delay)) %>% + collect() + + +#' Limitations + +flights_ds_p %>% + group_by(carrier) %>% # works + filter(n() > 10000) # most expressions beyond inequality like `n()` are not supported + +flights_ds_p %>% + # mutation (in `mutate`, `transmute`, or `group_by`) not supported + mutate(arr_time = hms::hms(hours = arr_time %/% 100L, minutes = arr_time %% 100L)) + +flights_ds_p %>% + group_by(carrier) %>% + summarise(mean_arr_delay = mean(arr_delay)) # `summarise()` not supported + + +#' Demo 3 is in the accompanying shell script + + +######################## +### Demo 4: sergeant ### +######################## + +library(sergeant) + +#' DBI interface +dbi_con <- dbConnect(Drill()) +DBI::dbGetQuery(dbi_con, 'SELECT * FROM dfs.tmp.`flights` LIMIT 3') + +#' REST interface +rest_con <- drill_connection() +drill_query(rest_con, 'SELECT * FROM dfs.tmp.`flights` LIMIT 3') + +#' dbplyr interface +tbl(dbi_con, 'dfs.tmp.`flights`') +#' or +drill <- src_drill() +tbl(drill, 'dfs.tmp.`flights`') + + +#' SQL translation +?drill_custom_functions +sql_translate_env(dbi_con) + +flights_drill <- tbl(drill, 'dfs.tmp.`flights`') %>% + mutate( + carrier = dir0, + year = dir1, + # as.integer is translated; LEFT is passed through to Drill + month = as.integer(LEFT(filename, 2L)) + ) + +flights_drill +flights_drill %>% show_query() + +flights_drill %>% count() +flights_drill %>% count(carrier = dir0, sort = TRUE) +flights_drill %>% count(carrier = dir0, sort = TRUE) %>% collect() + +flights_drill %>% + filter(dest %in% c('LAX', 'ONT', 'SNA', 'BUR', 'LGB')) %>% + group_by(carrier, origin, dest) %>% + summarise( + mean_arr_delay = mean(arr_delay), + sd_arr_delay = sd(arr_delay), + max_arr_delay = max(arr_delay), + n = n() + ) %>% + arrange(mean_arr_delay) %>% + collect() diff --git a/2020-09-22-Tools_for_uncomfortably_big_data/links b/2020-09-22-Tools_for_uncomfortably_big_data/links new file mode 100644 index 0000000..c0e6b03 --- /dev/null +++ b/2020-09-22-Tools_for_uncomfortably_big_data/links @@ -0,0 +1,2 @@ +* [2020-09-22_LA-RUG_Uncomfortable-data.R](https://gist.github.com/alistaire47/cc07c31bb18d25c7af70327eab60a245) +* [Slides](https://docs.google.com/presentation/d/1UTExrgatBVya03CiN_QZdSOe7nGO0V5Aa2ETHICzewI/edit#slide=id.p1) diff --git a/README.md b/README.md index 2ad527c..482cd00 100644 --- a/README.md +++ b/README.md @@ -4,6 +4,9 @@ Presentation materials from our monthly meetings --- ## 2020 ## + +* 09/22/2020: *Edward Visel*, [Tools for uncomfortably Big Data](https://github.com/ocrug/presentations/blob/master/2020-09-22-Tools_for_uncomfortably_big_data/) + * 08/18/2020: *Adam Austin*, [Dissecting a Function](https://github.com/ocrug/presentations/blob/master/2020-08-18-Dissecting_a_Function/profiling-benchmarking-adam-austin.pdf) * 08/18/2020: *Karolis Koncevicius*, [Non-exhaustive list of lesser used base R features](https://github.com/ocrug/presentations/blob/master/2020-08-18-Non-exhaustive_list_of_lesser_used_base_R_features/Non-exhaustive_list_of_lesser_used_base_R_features.pdf)