Switch to secretbase::siphash13()

DESCRIPTION

@@ -12,7 +12,7 @@ Description: Pipeline tools coordinate the pieces of computationally
   The methodology in this package
   borrows from GNU 'Make' (2015, ISBN:978-9881443519)
   and 'drake' (2018, <doi:10.21105/joss.00550>).
-Version: 1.6.0.9000
+Version: 1.6.0.9001
 License: MIT + file LICENSE
 URL: https://docs.ropensci.org/targets/, https://github.com/ropensci/targets
 BugReports: https://github.com/ropensci/targets/issues
@@ -60,13 +60,12 @@ Imports:
   cli (>= 2.0.2),
   codetools (>= 0.2.16),
   data.table (>= 1.12.8),
-  digest (>= 0.6.25),
   igraph (>= 2.0.0),
   knitr (>= 1.34),
   ps,
   R6 (>= 2.4.1),
   rlang (>= 1.0.0),
-  secretbase,
+  secretbase (>= 0.4.0),
   stats,
   tibble (>= 3.0.1),
   tidyselect (>= 1.1.0),

NAMESPACE

@@ -2,9 +2,9 @@
 
 S3method(future_value_target,condition)
 S3method(future_value_target,tar_target)
-S3method(hash_object,"function")
-S3method(hash_object,character)
-S3method(hash_object,default)
+S3method(hash_import_object,"function")
+S3method(hash_import_object,character)
+S3method(hash_import_object,default)
 S3method(imports_init,default)
 S3method(imports_init,tar_imports)
 S3method(pipeline_from_list,default)
@@ -532,8 +532,6 @@ importFrom(data.table,fread)
 importFrom(data.table,fwrite)
 importFrom(data.table,rbindlist)
 importFrom(data.table,set)
-importFrom(digest,digest)
-importFrom(digest,getVDigest)
 importFrom(igraph,V)
 importFrom(igraph,adjacent_vertices)
 importFrom(igraph,as_edgelist)
@@ -557,6 +555,7 @@ importFrom(rlang,is_installed)
 importFrom(rlang,quo_squash)
 importFrom(rlang,warn)
 importFrom(secretbase,sha3)
+importFrom(secretbase,siphash13)
 importFrom(stats,complete.cases)
 importFrom(stats,runif)
 importFrom(tibble,as_tibble)
@@ -573,6 +572,7 @@ importFrom(tidyselect,starts_with)
 importFrom(tools,file_path_sans_ext)
 importFrom(utils,browseURL)
 importFrom(utils,capture.output)
+importFrom(utils,compareVersion)
 importFrom(utils,data)
 importFrom(utils,globalVariables)
 importFrom(utils,head)

NEWS.md

@@ -1,6 +1,13 @@
-# targets 1.6.0.9000
+# targets 1.6.0.9001
 
+## Invalidating changes
+
+* Use `secretbase::siphash13()` instead of `digest(algo = "xxhash64", serializationVersion = 3)` so hashes of in-memory objects no longer depend on serialization version 3 headers (#1244, @shikokuchuo). Unfortunately, pipelines built with earlier versions of `targets` will need to rerun.
+
+## Other improvements
 
+* Inform and prompt the user when the pipeline was built with an old version of `targets` and changes to the package will cause the current work to rerun (#1244). For the `tar_make*()` functions, `utils::menu()` prompts the user to give people a chance to downgrade if necessary.
+* For type safety in the internal database class, read all columns as character vectors in `data.table::fread()`, then convert them to the correct types afterwards.
 
 # targets 1.6.0
 

R/class_aws.R

@@ -258,7 +258,7 @@ store_upload_object_aws <- function(store) {
     invert = TRUE
   )
   store$file$path <- c(path, paste0("version=", head$VersionId))
-  store$file$hash <- digest_chr64(head$ETag)
+  store$file$hash <- hash_object(head$ETag)
   invisible()
 }
 

R/class_command.R

@@ -9,7 +9,7 @@ command_init <- function(
   expr <- as.expression(expr)
   deps <- deps %|||% deps_function(embody_expr(expr))
   string <- string %|||% mask_pointers(tar_deparse_safe(expr))
-  hash <- digest_chr64(string)
+  hash <- hash_object(string)
   command_new(expr, packages, library, deps, seed, string, hash)
 }
 

R/class_crew.R

@@ -329,7 +329,9 @@ database_crew <- function(path_store) {
   database_init(
     path = file.path(path_meta_dir(path_store), "crew"),
     subkey = file.path(basename(path_meta("")), "crew"),
-    header = c("controller", "worker", "seconds", "targets")
+    header = c("controller", "worker", "seconds", "targets"),
+    integer_columns = "targets",
+    numeric_columns = "seconds"
   )
 }
 

R/class_database.R

@@ -2,6 +2,9 @@ database_init <- function(
   path = tempfile(),
   subkey = basename(tempfile()),
   header = "name",
+  logical_columns = character(0L),
+  integer_columns = character(0L),
+  numeric_columns = character(0L),
   list_columns = character(0L),
   list_column_modes = character(0L),
   repository = tar_options$get_repository_meta(),
@@ -19,6 +22,9 @@ database_init <- function(
       path = path,
       key = key,
       header = header,
+      logical_columns = logical_columns,
+      integer_columns = integer_columns,
+      numeric_columns = numeric_columns,
       list_columns = list_columns,
       list_column_modes = list_column_modes,
       resources = resources
@@ -28,6 +34,9 @@ database_init <- function(
       path = path,
       key = key,
       header = header,
+      logical_columns = logical_columns,
+      integer_columns = integer_columns,
+      numeric_columns = numeric_columns,
       list_columns = list_columns,
       list_column_modes = list_column_modes,
       resources = resources
@@ -37,6 +46,9 @@ database_init <- function(
       path = path,
       key = key,
       header = header,
+      logical_columns = logical_columns,
+      integer_columns = integer_columns,
+      numeric_columns = numeric_columns,
       list_columns = list_columns,
       list_column_modes = list_column_modes,
       resources = resources
@@ -59,6 +71,9 @@ database_class <- R6::R6Class(
     path = NULL,
     key = NULL,
     header = NULL,
+    logical_columns = NULL,
+    integer_columns = NULL,
+    numeric_columns = NULL,
     list_columns = NULL,
     list_column_modes = NULL,
     resources = NULL,
@@ -69,6 +84,9 @@ database_class <- R6::R6Class(
       path = NULL,
       key = NULL,
       header = NULL,
+      logical_columns = NULL,
+      integer_columns = NULL,
+      numeric_columns = NULL,
       list_columns = NULL,
       list_column_modes = NULL,
       resources = NULL,
@@ -78,6 +96,9 @@ database_class <- R6::R6Class(
       self$path <- path
       self$key <- key
       self$header <- header
+      self$logical_columns <- logical_columns
+      self$integer_columns <- integer_columns
+      self$numeric_columns <- numeric_columns
       self$list_columns <- list_columns
       self$list_column_modes <- list_column_modes
       self$resources <- resources
@@ -275,9 +296,28 @@ database_class <- R6::R6Class(
         sep = database_sep_outer,
         fill = TRUE,
         na.strings = "",
-        encoding = encoding
+        encoding = encoding,
+        colClasses = "character"
       )
       out <- as_data_frame(out)
+      for (name in self$logical_columns) {
+        value <- out[[name]]
+        if (!is.null(value)) {
+          out[[name]] <- as.logical(value)
+        }
+      }
+      for (name in self$integer_columns) {
+        value <- out[[name]]
+        if (!is.null(value)) {
+          out[[name]] <- as.integer(value)
+        }
+      }
+      for (name in self$numeric_columns) {
+        value <- out[[name]]
+        if (!is.null(value)) {
+          out[[name]] <- as.numeric(value)
+        }
+      }
       if (nrow(out) < 1L) {
         return(out)
       }
@@ -387,9 +427,23 @@ database_class <- R6::R6Class(
         invisible()
       }
     },
-    validate_columns = function(header, list_columns) {
-      if (!all(list_columns %in% header)) {
-        tar_throw_validate("all list columns must be in the header")
+    validate_columns = function(
+      header,
+      logical_columns,
+      integer_columns,
+      numeric_columns,
+      list_columns
+    ) {
+      special_columns <- c(
+        logical_columns,
+        integer_columns,
+        numeric_columns,
+        list_columns
+      )
+      if (!all(special_columns %in% header)) {
+        tar_throw_validate(
+          "all logical/integer/numeric/list columns must be in the header"
+        )
       }
       if (!is.null(header) && !("name" %in% header)) {
         tar_throw_validate("header must have a column called \"name\"")
@@ -416,7 +470,6 @@ database_class <- R6::R6Class(
     },
     validate = function() {
       memory_validate(self$memory)
-      self$validate_columns(self$header, self$list_columns)
       self$validate_file()
       tar_assert_chr(self$path)
       tar_assert_scalar(self$path)
@@ -427,7 +480,18 @@ database_class <- R6::R6Class(
       tar_assert_none_na(self$key)
       tar_assert_nzchar(self$key)
       tar_assert_chr(self$header)
+      tar_assert_chr(self$logical_columns)
+      tar_assert_chr(self$integer_columns)
+      tar_assert_chr(self$numeric_columns)
       tar_assert_chr(self$list_columns)
+      tar_assert_chr(self$list_column_modes)
+      self$validate_columns(
+        self$header,
+        self$logical_columns,
+        self$integer_columns,
+        self$numeric_columns,
+        self$list_columns
+      )
     }
   )
 )

R/class_database_aws.R

@@ -5,6 +5,9 @@ database_aws_new <- function(
   path = NULL,
   key = NULL,
   header = NULL,
+  logical_columns = NULL,
+  integer_columns = NULL,
+  numeric_columns = NULL,
   list_columns = NULL,
   list_column_modes = NULL,
   buffer = NULL,
@@ -15,6 +18,9 @@ database_aws_new <- function(
     path = path,
     key = key,
     header = header,
+    logical_columns = logical_columns,
+    integer_columns = integer_columns,
+    numeric_columns = numeric_columns,
     list_columns = list_columns,
     list_column_modes = list_column_modes,
     buffer = buffer,

R/class_database_gcp.R

@@ -5,6 +5,9 @@ database_gcp_new <- function(
   path = NULL,
   key = NULL,
   header = NULL,
+  logical_columns = NULL,
+  integer_columns = NULL,
+  numeric_columns = NULL,
   list_columns = NULL,
   list_column_modes = NULL,
   buffer = NULL,
@@ -15,6 +18,9 @@ database_gcp_new <- function(
     path = path,
     key = key,
     header = header,
+    logical_columns = logical_columns,
+    integer_columns = integer_columns,
+    numeric_columns = numeric_columns,
     list_columns = list_columns,
     list_column_modes = list_column_modes,
     buffer = buffer,

R/class_database_local.R

@@ -3,6 +3,9 @@ database_local_new <- function(
   path = NULL,
   key = NULL,
   header = NULL,
+  logical_columns = NULL,
+  integer_columns = NULL,
+  numeric_columns = NULL,
   list_columns = NULL,
   list_column_modes = NULL,
   resources = NULL,
@@ -13,6 +16,9 @@ database_local_new <- function(
     path = path,
     key = key,
     header = header,
+    logical_columns = logical_columns,
+    integer_columns = integer_columns,
+    numeric_columns = numeric_columns,
     list_columns = list_columns,
     list_column_modes = list_column_modes,
     resources = resources,

R/class_file.R

@@ -150,13 +150,13 @@ file_list_files <- function(path) {
 file_hash <- function(files) {
   n <- length(files)
   if (identical(n, 0L)) {
-    return(null64)
+    return(hash_null)
   }
-  hash <- digest_file64(files)
+  hash <- map_chr(x = files, f = hash_file, USE.NAMES = FALSE)
   if (identical(n, 1L)) {
     return(hash)
   }
-  digest_chr64(paste(hash, collapse = ""))
+  hash_object(paste(hash, collapse = ""))
 }
 
 file_info <- function(files) {
@@ -189,7 +189,7 @@ file_bytes <- function(info) {
 }
 
 file_size <- function(bytes) {
-  digest_obj64(bytes)
+  hash_object(bytes)
 }
 
 file_diff_chr <- function(dbl) {

R/class_gcp.R

@@ -209,7 +209,7 @@ store_upload_object_gcp <- function(store) {
     invert = TRUE
   )
   store$file$path <- c(path, paste0("version=", head$generation))
-  store$file$hash <- digest_chr64(head$md5)
+  store$file$hash <- hash_object(head$md5)
   invisible()
 }
 

R/class_inventory_aws.R

@@ -42,7 +42,7 @@ inventory_aws_class <- R6::R6Class(
       )
       for (key in names(results)) {
         name <- self$get_name(key = key, bucket = bucket)
-        self$cache[[name]] <- digest_chr64(results[[key]])
+        self$cache[[name]] <- hash_object(results[[key]])
       }
     }
   )

R/class_inventory_gcp.R

@@ -35,7 +35,7 @@ inventory_gcp_class <- R6::R6Class(
       )
       for (key in names(results)) {
         name <- self$get_name(key = key, bucket = bucket)
-        self$cache[[name]] <- digest_chr64(results[[key]])
+        self$cache[[name]] <- hash_object(results[[key]])
       }
     }
   )

R/class_mermaid.R

@@ -122,7 +122,7 @@ mermaid_class <- R6::R6Class(
     produce_mermaid_vertices = function(data) {
       sprintf(
         "%s%s%s%s:::%s",
-        sprintf("x%s", as.character(map_chr(data$name, digest_chr64))),
+        sprintf("x%s", as.character(map_chr(data$name, hash_object))),
         data$open,
         sprintf("\"%s\"", data$label),
         data$close,

R/class_meta.R

@@ -86,7 +86,7 @@ meta_class <- R6::R6Class(
       )
       hashes <- hashes[nzchar(hashes)]
       string <- paste(c(names(hashes), hashes), collapse = "")
-      digest_chr64(string)
+      hash_object(string)
     },
     produce_depend = function(target, pipeline) {
       self$hash_deps(target$command$deps, pipeline)
@@ -160,6 +160,8 @@ database_meta <- function(path_store) {
     path = path_meta(path_store = path_store),
     subkey = file.path(basename(path_meta("")), "meta"),
     header = header_meta(),
+    integer_columns = "seed",
+    numeric_columns = c("bytes", "seconds"),
     list_columns = c("path", "children"),
     list_column_modes = c("character", "character")
   )