Merge pull request #371 from xiaodaigh/development

Development for v0.6

.Rbuildignore

@@ -1,3 +1,5 @@
+^renv$
+^renv\.lock$
 ^.*\.Rproj$
 ^\.github$
 ^manuscript$
@@ -65,4 +67,6 @@ vignettes.Rnw.template
 ^codecov\.yml$
 new-nse-dev.r
 test-poorman.R
-*.parquet
+.parquet$
+maditr-devs.r
+^CRAN-SUBMISSION$

DESCRIPTION

@@ -1,8 +1,8 @@
 Type: Package
 Package: disk.frame
 Title: Larger-than-RAM Disk-Based Data Manipulation Framework
-Version: 0.5.0
-Date: 2021-05-09
+Version: 0.6.0
+Date: 2022-01-31
 Authors@R: c(
   person("Dai", "ZJ", email = "[email protected]", role = c("aut", "cre")),
   person("Jacky", "Poon", role = c("ctb"))
@@ -17,27 +17,24 @@ License: MIT + file LICENSE
 Imports:
     Rcpp (>= 0.12.13),
     glue (>= 1.3.1),
-    rlang (>= 0.4.0),
     future.apply (>= 1.3.0),
     fs (>= 1.3.1),
     jsonlite (>= 1.6),
     pryr (>= 0.1.4),
     stringr (>= 1.4.0),
     fst (>= 0.8.0),
-    globals (>= 0.12.4),
     future (>= 1.14.0),
     data.table (>= 1.12.2),
     crayon (>= 1.3.4),
     bigreadr (>= 0.2.0),
-    furrr (>= 0.2.2),
     bit64,
-    benchmarkme
+    benchmarkme,
+    purrr (>= 0.3.2),
+    rlang
 Depends:
     R (>= 3.4),
-    dplyr (>= 1.0.0),
-    purrr (>= 0.3.2)
+    dplyr (>= 1.0.0)
 Suggests:
-    testthat (>= 2.1.0),
     nycflights13,
     magrittr,
     shiny,
@@ -49,10 +46,11 @@ Suggests:
     speedglm,
     broom,
     ggplot2,
-    covr
+    rmarkdown
 LinkingTo: 
     Rcpp
-RoxygenNote: 7.1.1
+RoxygenNote: 7.1.2
+VignetteBuilder: rmarkdown
 Encoding: UTF-8
 URL: https://diskframe.com
 BugReports: https://github.com/xiaodaigh/disk.frame/issues

NAMESPACE

@@ -17,31 +17,17 @@ S3method(colnames,disk.frame)
 S3method(compute,disk.frame)
 S3method(delayed,disk.frame)
 S3method(distinct,disk.frame)
-S3method(do,disk.frame)
 S3method(filter,disk.frame)
 S3method(full_join,disk.frame)
 S3method(get_chunk,disk.frame)
 S3method(glimpse,disk.frame)
 S3method(group_by,disk.frame)
 S3method(group_vars,disk.frame)
 S3method(groups,disk.frame)
-S3method(hard_arrange,data.frame)
-S3method(hard_arrange,disk.frame)
-S3method(hard_group_by,data.frame)
-S3method(hard_group_by,disk.frame)
 S3method(head,disk.frame)
-S3method(imap,default)
-S3method(imap_dfr,default)
-S3method(imap_dfr,disk.frame)
 S3method(inner_join,disk.frame)
 S3method(lazy,disk.frame)
 S3method(left_join,disk.frame)
-S3method(map,default)
-S3method(map,disk.frame)
-S3method(map2,default)
-S3method(map2,disk.frame)
-S3method(map_dfr,default)
-S3method(map_dfr,disk.frame)
 S3method(merge,disk.frame)
 S3method(mutate,disk.frame)
 S3method(names,disk.frame)
@@ -67,22 +53,22 @@ S3method(transmute,disk.frame)
 export(IQR_df.chunk_agg.disk.frame)
 export(IQR_df.collected_agg.disk.frame)
 export(add_chunk)
-export(add_tally.disk.frame)
 export(all_df.chunk_agg.disk.frame)
 export(all_df.collected_agg.disk.frame)
 export(any_df.chunk_agg.disk.frame)
 export(any_df.collected_agg.disk.frame)
 export(as.disk.frame)
+export(bind_rows.disk.frame)
 export(ceremony_text)
 export(chunk_arrange)
 export(chunk_distinct)
 export(chunk_group_by)
-export(chunk_lapply)
 export(chunk_summarise)
 export(chunk_summarize)
 export(chunk_ungroup)
 export(cimap)
 export(cimap_dfr)
+export(clapply)
 export(cmap)
 export(cmap2)
 export(cmap_dfr)
@@ -102,18 +88,12 @@ export(foverlaps.disk.frame)
 export(gen_datatable_synthetic)
 export(get_chunk)
 export(get_chunk_ids)
-export(hard_arrange)
-export(hard_group_by)
-export(imap)
-export(imap_dfr)
 export(insert_ceremony)
 export(is_disk.frame)
 export(lazy)
 export(length_df.chunk_agg.disk.frame)
 export(length_df.collected_agg.disk.frame)
 export(make_glm_streaming_fn)
-export(map)
-export(map2)
 export(map_by_chunk_id)
 export(max_df.chunk_agg.disk.frame)
 export(max_df.collected_agg.disk.frame)
@@ -148,7 +128,6 @@ export(shardkey_equal)
 export(show_boilerplate)
 export(show_ceremony)
 export(srckeep)
-export(srckeepchunks)
 export(sum_df.chunk_agg.disk.frame)
 export(sum_df.collected_agg.disk.frame)
 export(var_df.chunk_agg.disk.frame)
@@ -172,10 +151,8 @@ importFrom(data.table,foverlaps)
 importFrom(data.table,fread)
 importFrom(data.table,rbindlist)
 importFrom(data.table,setDT)
-importFrom(data.table,setkey)
 importFrom(data.table,setkeyv)
 importFrom(data.table,timetaken)
-importFrom(dplyr,add_tally)
 importFrom(dplyr,anti_join)
 importFrom(dplyr,arrange)
 importFrom(dplyr,bind_rows)
@@ -218,7 +195,6 @@ importFrom(future,nbrOfWorkers)
 importFrom(future,plan)
 importFrom(future,sequential)
 importFrom(future.apply,future_lapply)
-importFrom(globals,findGlobals)
 importFrom(glue,glue)
 importFrom(jsonlite,fromJSON)
 importFrom(jsonlite,toJSON)
@@ -230,19 +206,14 @@ importFrom(purrr,map2)
 importFrom(purrr,map_chr)
 importFrom(purrr,map_dfr)
 importFrom(purrr,map_lgl)
-importFrom(rlang,enquos)
-importFrom(rlang,eval_tidy)
-importFrom(rlang,quo)
+importFrom(rlang,enexpr)
 importFrom(stats,median)
 importFrom(stats,quantile)
 importFrom(stats,runif)
 importFrom(stringr,fixed)
 importFrom(utils,capture.output)
 importFrom(utils,head)
 importFrom(utils,memory.limit)
-importFrom(utils,methods)
-importFrom(utils,setTxtProgressBar)
 importFrom(utils,tail)
-importFrom(utils,txtProgressBar)
 importFrom(utils,unzip)
 useDynLib(disk.frame)

NEWS.md

@@ -1,3 +1,8 @@
+# disk.frame 0.6
+* Much better NSE support in disk.frame!
+* removed `hard_arrange` and `hard_group_by`
+* various API updates
+
 # disk.frame 0.5
 * removed `add_count` method
 

R/add_chunk.r

@@ -116,9 +116,10 @@ add_chunk <- function(df, chunk, chunk_id = NULL, full.names = FALSE, ...) {
 
     data.table::setDT(check_vars)
     if(nrow(check_vars[is.na(new_chunk)]) > 0) {
+      vars_strings = paste0(check_vars[is.na(new_chunk), colnames], collapse=',\n  ')
       warning(
-        glue::glue(
-          "these variables are in the disk.frame but not in the new chunk:  \n {paste0(check_vars[is.na(new_chunk), colnames], collapse=',\n  ')}"))
+        sprintf(
+          "these variables are in the disk.frame but not in the new chunk:  \n %s", vars_strings))
     }
     if(nrow(check_vars[is.na(existing_df)]) > 0){
       warning(glue::glue("these variables are in the new chunk but not in the existing disk.frame: {paste0(check_vars[is.na(existing_df), colnames], collapse=', ')}"))

R/anti_join.r

@@ -3,9 +3,10 @@
 #' @param merge_by_chunk_id the merge is performed by chunk id
 #' @param overwrite overwrite output directory
 #' @param .progress Show progress or not. Defaults to FALSE
+#' @param suffix see dplyr::XXX_join
+#' @param keep see dplyr::XXX_join
 #' @param ... same as dplyr's joins
 #' @rdname join
-#' @importFrom rlang quo enquos
 #' @importFrom dplyr anti_join left_join full_join semi_join inner_join
 #' @return disk.frame or data.frame/data.table
 #' @export
@@ -29,11 +30,11 @@ anti_join.disk.frame <- function(x, y, by=NULL, copy=FALSE, ..., outdir = tempfi
   overwrite_check(outdir, overwrite)
 
   if("data.frame" %in% class(y)) {
-    quo_dotdotdot = enquos(...)
-    cmap_dfr.disk.frame(x, ~{
-      code = quo(anti_join(.x, y, by = by, copy = copy, !!!quo_dotdotdot))
-      rlang::eval_tidy(code)
+    tmp = cmap.disk.frame(x, ~{
+      anti_join(.x, y, by = by, copy = copy, ...)
     }, .progress = .progress)
+
+    return(tmp)
   } else if("disk.frame" %in% class(y)) {
     if(is.null(merge_by_chunk_id)) {
       stop("both x and y are disk.frames. You need to specify merge_by_chunk_id = TRUE or FALSE explicitly")
@@ -47,12 +48,12 @@ anti_join.disk.frame <- function(x, y, by=NULL, copy=FALSE, ..., outdir = tempfi
     if (merge_by_chunk_id == FALSE) {
       warning("merge_by_chunk_id = FALSE. This will take significantly longer and the preparations needed are performed eagerly which may lead to poor performance. Consider making y a data.frame or set merge_by_chunk_id = TRUE for better performance.")
 
-      x = hard_group_by(x, by, nchunks = max(ncy,ncx), overwrite = TRUE)
-      y = hard_group_by(y, by, nchunks = max(ncy,ncx), overwrite = TRUE)
+      ncxy = max(ncy,ncx)
+      x = rechunk(x, shardby=by, nchunks = ncxy, outdir=tempfile(fileext = ".jdf"), overwrite = FALSE)
+      y = rechunk(y, shardby=by, nchunks =ncxy, outdir=tempfile(fileext = ".jdf"), overwrite = FALSE)
       return(anti_join.disk.frame(x, y, by, copy = copy, outdir = outdir, merge_by_chunk_id = TRUE, overwrite = overwrite))
     } else if ((identical(shardkey(x)$shardkey, "") & identical(shardkey(y)$shardkey, "")) | identical(shardkey(x), shardkey(y))) {
       res = cmap2.disk.frame(x, y, ~{
-      #res = cmap2(x, y, ~{
         if(is.null(.y)) {
           return(.x)
         } else if (is.null(.x)) {

R/as.disk.frame.r

@@ -25,7 +25,6 @@
 #' delete(cars_new_location.df)
 #' delete(cars_chunks.df)
 as.disk.frame <- function(df, outdir = tempfile(fileext = ".df"), nchunks = recommend_nchunks(df), overwrite = FALSE, shardby = NULL, compress = 50,...) {
-
   stopifnot("data.frame" %in% class(df))
   overwrite_check(outdir, overwrite)
   data.table::setDT(df)

R/bind_rows.r

@@ -0,0 +1,6 @@
+#' Bind rows
+#' @param ... disk.frame to be row bound
+#' @export
+bind_rows.disk.frame <- function(...) {
+  rbindlist.disk.frame(list(...))
+}

R/chunk_mapper.r

@@ -31,59 +31,49 @@
 #' @param chunk_fn The dplyr function to create a mapper for
 #' @param warning_msg The warning message to display when invoking the mapper
 #' @param as.data.frame force the input chunk of a data.frame; needed for dtplyr
-#' @importFrom rlang enquos quo
 #' @export
-create_chunk_mapper <- function(chunk_fn, warning_msg = NULL, as.data.frame = TRUE) {
-  return_func <- function(.data, ...) {
-    if (!is.null(warning_msg)) {
+create_chunk_mapper <- function(chunk_fn, warning_msg = NULL, as.data.frame = FALSE) {
+  if(as.data.frame) {
+    warning("`as.data.frame` is deprecated in create_chunk_mapper")
+  } 
+
+  return(function(.data, ...) {
+    if(!is.null(warning_msg)) {
       warning(warning_msg)
     }
 
+    # you need to use list otherwise the names will be gone
+    code = substitute(chunk_fn(.disk.frame.chunk, ...))
 
-    quo_dotdotdot = rlang::enquos(...)
+    if (paste0(deparse(code), collapse="") == "chunk_fn(NULL)") {
+      globals_and_pkgs = future::getGlobalsAndPackages(expression(chunk_fn()))
+    } else {
+      globals_and_pkgs = future::getGlobalsAndPackages(code)
+    }
 
-    # this is designed to capture any global stuff
-    vars_and_pkgs = future::getGlobalsAndPackages(quo_dotdotdot)
-    data_for_eval_tidy = force(vars_and_pkgs$globals)
 
-    res = cmap(.data, ~{
-
-      this_env = environment()
-
-      if(length(data_for_eval_tidy) > 0) {
-        for(i in 1:length(data_for_eval_tidy)) {
-          assign(names(data_for_eval_tidy)[i], data_for_eval_tidy[[i]], pos = this_env)
-        }
-      }
-
-      lapply(quo_dotdotdot, function(x) {
-        attr(x, ".Environment") = this_env
-      })
-
-      if(as.data.frame) {
-        if("grouped_df" %in% class(.x)) {
-          code = rlang::quo(chunk_fn(.x, !!!quo_dotdotdot))
-        } else {
-          code = rlang::quo(chunk_fn(as.data.frame(.x), !!!quo_dotdotdot))
-        }
-      } else {
-        code = rlang::quo(chunk_fn(.x, !!!quo_dotdotdot))
+    global_vars = globals_and_pkgs$globals
+
+    env = parent.frame()
+
+    done = identical(env, emptyenv()) || identical(env, globalenv())
+
+    # keep adding global variables by moving up the environment chain
+    while(!done) {
+      tmp_globals_and_pkgs = future::getGlobalsAndPackages(code, envir = env)
+      new_global_vars = tmp_globals_and_pkgs$globals
+      for (name in setdiff(names(new_global_vars), names(global_vars))) {
+        global_vars[[name]] <- new_global_vars[[name]]
       }
 
-      # ZJ: we need both approaches. TRUST ME
-      # TODO better NSE at some point need dist
-      tryCatch({
-        return(rlang::eval_tidy(code))
-      }, error = function(e) {
-        as_label_code = rlang::as_label(code)
-        if(as_label_code == "chunk_fn(...)") {
-          stop(glue::glue("disk.frame has detected a syntax error in \n\n`{code}`\n\n. If you believe your syntax is correct, raise an issue at https://github.com/xiaodaigh/disk.frame with a MWE"))
-        } else {
-          # likely to be dealing with data.tables
-          return(eval(parse(text=as_label_code), envir = this_env))
-        }
-      })
-    }, lazy = TRUE)
-  }
-  return_func
-}
+      done = identical(env, emptyenv()) || identical(env, globalenv())
+      env = parent.env(env)
+    }
+
+    globals_and_pkgs$globals = global_vars
+
+    attr(.data, "recordings") = c(attr(.data, "recordings"), list(globals_and_pkgs))
+
+    .data
+  })
+}