From 01a8933cca3009b598813ebb832e8654263e0b92 Mon Sep 17 00:00:00 2001 From: Thomas Roh Date: Sun, 15 Jan 2023 07:17:57 -0800 Subject: [PATCH 1/7] version 0.4 ready for submission --- .Rbuildignore | 2 + .lintr | 10 + DESCRIPTION | 7 +- NAMESPACE | 10 + NEWS.md | 39 +- R/bcp.R | 749 +++++++++++++++-------- README.md | 330 +++++----- _pkgdown.yml | 2 +- bcputility.Rproj | 4 +- docs/404.html | 32 +- docs/LICENSE-text.html | 6 +- docs/LICENSE.html | 6 +- docs/authors.html | 10 +- docs/index.html | 616 ++++++++++--------- docs/news/index.html | 40 +- docs/pkgdown.yml | 9 +- docs/reference/SQLServerCLIVersions.html | 91 +++ docs/reference/bcpExport.html | 86 +-- docs/reference/bcpImport.html | 125 ++-- docs/reference/createTable.html | 115 ++++ docs/reference/figures/benchmarks.png | Bin 67638 -> 68844 bytes docs/reference/index.html | 28 +- docs/reference/makeConnectArgs.html | 133 ++++ docs/reference/mapDataTypes.html | 129 ++++ docs/sitemap.xml | 33 +- man/SQLServerCLIVersions.Rd | 18 + man/bcpExport.Rd | 45 +- man/bcpImport.Rd | 75 +-- man/createTable.Rd | 33 + man/figures/benchmarks.png | Bin 67638 -> 68844 bytes man/makeConnectArgs.Rd | 40 ++ man/mapDataTypes.Rd | 43 ++ tests/a-init-db.R | 53 ++ tests/b-import-db.R | 229 +++++++ tests/c-export-db.R | 78 +++ tests/d-types.R | 42 ++ 36 files changed, 2275 insertions(+), 993 deletions(-) create mode 100644 .lintr create mode 100644 docs/reference/SQLServerCLIVersions.html create mode 100644 docs/reference/createTable.html create mode 100644 docs/reference/makeConnectArgs.html create mode 100644 docs/reference/mapDataTypes.html create mode 100644 man/SQLServerCLIVersions.Rd create mode 100644 man/createTable.Rd create mode 100644 man/makeConnectArgs.Rd create mode 100644 man/mapDataTypes.Rd create mode 100644 tests/a-init-db.R create mode 100644 tests/b-import-db.R create mode 100644 tests/c-export-db.R create mode 100644 tests/d-types.R diff --git a/.Rbuildignore b/.Rbuildignore index f112b7e..6c1e194 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -9,3 +9,5 @@ _pkgdown.yml ^pkgdown/ ^inst/tests$ +TODO.md +^.lintr$ diff --git a/.lintr b/.lintr new file mode 100644 index 0000000..725fd27 --- /dev/null +++ b/.lintr @@ -0,0 +1,10 @@ +linters: linters_with_defaults( + line_length_linter(80), + single_quotes_linter = NULL, + object_name_linter = object_name_linter("camelCase") + ) +encoding: "UTF-8" +exclusions: list( + "inst/", + "tests/" + ) diff --git a/DESCRIPTION b/DESCRIPTION index 9260556..224cf21 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,13 +1,14 @@ Package: bcputility Type: Package Title: Wrapper for SQL Server bcp Utility -Version: 0.3.1 +Version: 0.4.0 Authors@R: person("Thomas", "Roh", email = "thomas@roh.engineering", role = c("aut", "cre")) Description: Provides functions to utilize a command line utility that does bulk inserts and exports from SQL Server databases. License: MIT + file LICENSE Encoding: UTF-8 -RoxygenNote: 7.2.0 +RoxygenNote: 7.2.2 SystemRequirements: bcp Utility -Imports: data.table, DBI, odbc, sf +Imports: data.table, sf, methods +Suggests: blob URL: https://bcputility.roh.engineering, https://github.com/tomroh/bcputility BugReports: https://github.com/tomroh/bcputility/issues diff --git a/NAMESPACE b/NAMESPACE index 5ee7e80..8345a2a 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -2,3 +2,13 @@ export(bcpExport) export(bcpImport) +export(bcpVersion) +export(checkTableExists) +export(createTable) +export(dropTable) +export(int) +export(makeConnectArgs) +export(mapDataTypes) +export(sqlcmdVersion) +export(varBinary) +export(varChar) diff --git a/NEWS.md b/NEWS.md index 8b70e27..c28785e 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,4 +1,41 @@ -# bcputility 0.3.1 +# bcputility 0.4.0 + +* Override/set path to sqlcmd with +`options(bcputility.sqlcmd.path = "")` + +* Added `bcpVersion` and `sqlcmdVersion` to check versions. + +* Specify tables without schema strictly as a character vector of size 1 e.g. +".". The schema and table will be quoted although special +characters are not recommended except for "_". + +* Tests have been added that can run against a local instance of SQL Server. +These do not work without it as SQL Server is a client/server configuration. + +* The README has been updated for new syntax and updated benchmarks. + +* `bcpImport` and `bcpExport` gain a bcpOptions argument that allows the user +to include any options from the CLI. See documentation for formatting and +specification. + +* The connections arguments for `bcpImport` and `bcpExport` have been +deprecated--server, database, username, password, trustedconnection. Use +`makeConnectArgs` for the connectargs argument which adds Azure AD +authentication and the option to disregard the trust server certificate. + +* The "DBI" dependency has been dropped and all SQL Server queries are run +using bcp or sqlcmd. + +* `mapDataTypes` is a convenience function to determine SQL Server data type +conversions. The defaults attempt to determine the smallest type size for +each column. + +* `createTable`, `dropTable`, and `checkTableExists` have been added for +internals and convenience. The primary purpose would be to define an empty +table with user-defined types that `bcpImport` could append to. + +* logicals no longer need to be converted from `FALSE/TRUE` to `0/1` before +importing in-memory data. * The argument azure was added to `bcpImport` and `bcpExport` for Azure Active Directory authentication. This only works for username and password diff --git a/R/bcp.R b/R/bcp.R index b6974e0..54d02ad 100644 --- a/R/bcp.R +++ b/R/bcp.R @@ -1,58 +1,21 @@ #' Import data to SQL Server #' -#' A wrapper for a system call to the bcp utility which bulk inserts to SQL Server. +#' A wrapper for a system call to the bcp utility which bulk inserts to SQL +#' Server. #' #' @param x #' #' dataframe object or path to file #' -#' @param server -#' -#' the instance of SQL Server to which to connect +#' @param connectargs #' -#' @param database -#' -#' specifies the database to connect to +#' named list of connection arguments. See \link[bcputility]{makeConnectArgs}. #' #' @param table #' -#' Name of the source table when exporting from SQL Server. For specifying the -#' schema in the table name see \code{DBI::SQL} or \code{DBI::Id}. -#' -#' @param driver -#' -#' name of driver for ODBC connection -#' -#' @param maxerrors -#' -#' maximum number of errors allowed -#' -#' @param batchsize -#' -#' number of rows to write at a time; 10,000 to 50,000 is a -#' starting recommendation -#' -#' @param packetsize -#' -#' size of packets to be sent -#' -#' @param regional -#' -#' Specifies that currency, date, and time data is bulk copied into SQL Server -#' using the regional format defined for the locale setting of the client -#' computer -#' -#' @param trustedconnection -#' -#' use integrated security, username and password are not required -#' -#' @param username -#' -#' login ID -#' -#' @param password -#' -#' password for login ID +#' Name of the source table when importing from SQL Server. For specifying the +#' schema in the table name see \code{.
} and if not specified the +#' default is "dbo". #' #' @param fieldterminator #' @@ -68,13 +31,13 @@ #' #' @param spatialtype #' -#' spatial data type for schema \url{https://docs.microsoft.com/en-us/sql/relational-databases/spatial/spatial-data-types-overview}, +#' spatial data type for schema +#' \url{https://docs.microsoft.com/en-us/sql/relational-databases/spatial/spatial-data-types-overview}, #' ignored if \code{x} is not an 'sf' object #' -#' @param azure +#' @param bcpOptions #' -#' use Azure Active Directory authentication, does not work with integrated -#' authentication. +#' list of additional options to pass to the 'bcp' utility. See details. #' #' @param ... #' @@ -99,6 +62,16 @@ #' #' To override the default path to the bcp command line utility, set the #' \code{bcputility.bcp.path} option. +#' To override the default path to the sqlcmd command line utility, set the +#' \code{bcputility.sqlcmd.path} option. +#' +#' The \code{bcpOptions} allows the user to include additional arguments for the +#' call to \code{system2}. Please refer to +#' \url{https://learn.microsoft.com/en-us/sql/tools/bcp-utility}. +#' The default options are set to the defaults for \code{bcp} CLI. \code{-b} +#' refers to number of rows to write at a time; 10,000 to 50,000 is a +#' starting recommendation. \code{-a} refers to size of packets to be sent in +#' bytes. \code{-e} refers to the maximum number of errors before failure. #' #' @return #' @@ -106,172 +79,111 @@ #' #' @export #' -#' @examples -#' \dontrun{ -#' set.seed(33) -#' x <- data.frame( -#' w = rpois(10, 10), -#' x = rnorm(10), -#' y = sample(LETTERS, 10), -#' z = Sys.time() -#' ) -#' bcpImport(x, -#' server = server, -#' database = database, -#' table = 'mytable') -#' } -bcpImport <- function(x, - server, - database, - table, - driver = 'SQL Server', - maxerrors = 10, - batchsize = 1000, - packetsize = 4096, - regional = FALSE, - trustedconnection = TRUE, - username, - password, - fieldterminator = '\t', - rowterminator = ifelse(.Platform$OS.type == 'windows', '\r\n', '\n'), - overwrite = FALSE, - spatialtype = c('geometry', 'geography'), - azure = FALSE, - ...) { - on.exit(if ( exists('con', inherits = FALSE) ) {DBI::dbDisconnect(con)}, add = TRUE) - on.exit(if ( exists('tmp', inherits = FALSE) ) {unlink(tmp)}, add = TRUE) - if ( isTRUE(trustedconnection) & isTRUE(azure) ) { - stop('trustedconnection and azure cannot both be TRUE') - } - if ( isTRUE(trustedconnection) ) { - bcpArgs <- list('-T') - con <- DBI::dbConnect(odbc::odbc(), - driver = driver, - server = server, - database = database, - trusted_connection = 'yes') - } else if ( isTRUE(azure) ) { - bcpArgs <- list('-G', '-U', shQuote(username), '-P', shQuote(password)) - con <- DBI::dbConnect(odbc::odbc(), - driver = driver, - server = server, - database = database, - UID = username, - PWD = password, - Authentication = 'ActiveDirectoryPassword') - - } else { - bcpArgs <- list('-U', shQuote(username), '-P', shQuote(password)) - con <- DBI::dbConnect(odbc::odbc(), - driver = driver, - server = server, - database = database, - UID = username, - PWD = password) - } - # convert to sql class early for Id - if ( inherits(table, 'Id') ) { - table <- DBI::SQL(sprintf('%s.%s', - table@name[['schema']], - table@name[['table']]) - ) +bcpImport <- function( + x, + connectargs, + table, + fieldterminator = '\t', + rowterminator = ifelse(.Platform$OS.type == 'windows', + '\r\n', '\n'), + overwrite = FALSE, + spatialtype = c('geometry', 'geography'), + bcpOptions = list( + '-b', 1000, + '-a', 4096, + '-m', 10 + ), + ...) { + on.exit( + if (exists('tmp', inherits = FALSE)) { + unlink(tmp) + }, + add = TRUE) + if (missing(connectargs)) { + stop('connectargs is missing. See ?bcputility::makeConnectArgs.') } - bcpArgs <- append(bcpArgs, - list( - '-c', - '-b', batchsize, - '-a', packetsize)) - isSpatial <- inherits(x, 'sf') - if ( inherits(x, 'data.frame') ) { + bcp <- findUtility('bcp') + # syntax differs for the two utilities + bcpArgs <- mapConnectArgs(connectargs = connectargs, utility = 'bcp') + isSpatial <- methods::is(x, 'sf') + if (methods::is(x, 'data.frame')) { tmp <- tempfile(fileext = '.dat') fileName <- tmp - if ( isSpatial ) { + if (isSpatial) { spatialtype <- match.arg(spatialtype) srid <- sf::st_crs(x)$epsg - if ( is.null(srid) | !is.numeric(srid) ) { - stop('Only EPSGs are supported for SQL Server SRIDs. Check with sf::st_crs and change projection with sf::st_transform.') + if (is.null(srid) || !is.numeric(srid)) { + stop('Only EPSGs are supported for SQL Server SRIDs. + Check with sf::st_crs and change projection with sf::st_transform.') } geometryCol <- attr(x, 'sf_column') - binaryCol <- sprintf('%sBinary', geometryCol) + binaryCol <- sprintf('%sWkb', geometryCol) x <- data.table::data.table(x) - x[[binaryCol]] <- sf::st_as_binary(x[[geometryCol]], hex = TRUE) - x[[geometryCol]] <- NA + data.table::set(x = x, j = binaryCol, + value = sf::st_as_binary(x[[geometryCol]], hex = TRUE)) + data.table::set(x = x, j = geometryCol, value = NULL) } data.table::fwrite(x, fileName, sep = fieldterminator, eol = rowterminator, + logical01 = TRUE, col.names = FALSE, dateTimeAs = 'write.csv') } else { stopifnot(file.exists(x)) fileName <- x # check data types - x <- data.table::fread(fileName, nrows = 0) + # this isn't currently working + x <- data.table::fread(fileName, nrows = 100000) } + # must use -c character storage for file type bcpArgs <- append(bcpArgs, list('-t', shQuote(fieldterminator), - '-r', shQuote(rowterminator))) - bcpArgs <- append(bcpArgs, list(table, - 'in', shQuote(fileName), - '-S', server, - '-d', database), after = 0) - if ( isTRUE(regional) ) { - bcpArgs <- append(bcpArgs, list('-R')) - } - dbTypes <- DBI::dbDataType(con, x) - if ( isSpatial ) { - dbTypes[[geometryCol]] <- spatialtype - dbTypes[[binaryCol]] <- 'varbinary(max)' - } - # used in check later for spatial data writes - append <- DBI::dbExistsTable(con, table) & !overwrite - if ( isTRUE(overwrite) ) { - if ( DBI::dbExistsTable(con, table) ) { - DBI::dbRemoveTable(con, name = table) + '-r', shQuote(rowterminator), + '-c')) + bcpArgs <- append(bcpArgs, list(quoteTable(table = table), + 'in', shQuote(fileName)), after = 0) + tableExists <- checkTableExists(connectargs = connectargs, + table = table) + append <- tableExists && isFALSE(overwrite) + if (isFALSE(append)) { + # guess sql server data types + if (isSpatial) { + dbTypes <- mapDataTypes(x = x[, !names(x) %in% binaryCol]) + dbTypes[[binaryCol]] <- 'varbinary(max)' + } else { + dbTypes <- mapDataTypes(x = x) + } + # delete table if overwrite is true + if (isTRUE(overwrite) && isTRUE(tableExists)) { + dropOutput <- dropTable(connectargs = connectargs, table = table, + stderr = TRUE) + if (length(dropOutput) != 0) { + stop(paste(dropOutput, collapse = ' ')) + } + } + # create empty table + createOutput <- createTable(connectargs = connectargs, + table = table, coltypes = dbTypes, stderr = TRUE) + if (length(createOutput) != 0) { + stop(paste(createOutput, collapse = ' ')) } - DBI::dbCreateTable(con, name = table, fields = dbTypes) - } - if ( !DBI::dbExistsTable(con, table) ) { - DBI::dbCreateTable(con, name = table, fields = dbTypes) - } - #cat(paste(append(bcpArgs, bcp, after = 0), collapse = ' '), sep = '\n') - bcp <- 'bcp' - if ( !is.null(getOption('bcputility.bcp.path')) ) { - bcp <- getOption('bcputility.bcp.path') - } - if ( Sys.which(bcp) == '' ) { - stop('bcp was not found or invalid path. Add bcp to path or to "bcputility.bcp.path" option.') } + # add optional args + bcpArgs <- append(bcpArgs, bcpOptions) output <- suppressWarnings(system2(bcp, args = bcpArgs, ...)) - if ( isSpatial & !append) { - # quote with brackets for table name - # ignored when passing DBI::SQL('schema.table') - if ( !inherits(table, 'SQL') ) { - table <- DBI::SQL(sprintf('[%s]', table)) + if (isSpatial && !append) { + # update empty geometry column with binary data and clean up + geoOutput <- convertGeoCol(connectargs = connectargs, + table = table, geometrycol = geometryCol, binarycol = binaryCol, + spatialtype = spatialtype, srid = srid, stdout = FALSE, stderr = TRUE) + if (length(geoOutput) != 0) { + stop(paste(geoOutput, collapse = ' ')) } - DBI::dbExecute( - con, - sprintf('UPDATE %s SET [%s] = %s::STGeomFromWKB([%s], %s)', - table, geometryCol, spatialtype, binaryCol, srid) - ) - if ( spatialtype == 'geography' ) { - DBI::dbExecute( - con, - sprintf('UPDATE %s SET [%s] = [%s].MakeValid().ReorientObject() - WHERE [%s].MakeValid().EnvelopeAngle() > 90;', - table, geometryCol, geometryCol, geometryCol) - ) - } - invisible(DBI::dbExecute( - con, - sprintf('ALTER TABLE %s DROP COLUMN [%s]', - table, binaryCol) - )) } output } - #' Export data from SQL Server #' #' A wrapper for a system call to the bcp utility which writes a SQL Server @@ -281,13 +193,9 @@ bcpImport <- function(x, #' #' output file name #' -#' @param server -#' -#' the instance of SQL Server to which to connect -#' -#' @param database +#' @param connectargs #' -#' Specifies the database to connect to +#' named list of connection arguments. See \link[bcputility]{makeConnectArgs}. #' #' @param table #' @@ -298,18 +206,6 @@ bcpImport <- function(x, #' Transact-SQL query that returns a result set. Ignored if #' table is specified. #' -#' @param trustedconnection -#' -#' use integrated security, username and password are not required -#' -#' @param username -#' -#' login ID -#' -#' @param password -#' -#' password for login ID -#' #' @param fieldterminator #' #' character separator for columns @@ -318,16 +214,9 @@ bcpImport <- function(x, #' #' character separator for rows--new lines #' -#' @param datatypes +#' @param bcpOptions #' -#' the format of datatypes, -#' char performs the operation using a character data type, -#' nchar performs the bulk copy operation using Unicode characters -#' -#' @param azure -#' -#' use Azure Active Directory authentication, does not work with integrated -#' authentication +#' list of additional options to pass to the \code{bcp} utility. See details. #' #' @param ... #' @@ -337,44 +226,39 @@ bcpImport <- function(x, #' #' No return value. Operations from bcp are printed to console; see #' \code{...} to redirect output + +#' @details #' -#' @export +#' The \code{bcpOptions} allows the user to include additional arguments for the +#' call to \code{system2}. Please refer to +#' \url{https://learn.microsoft.com/en-us/sql/tools/bcp-utility}. +#' The default options are set +#' to the defaults for \code{bcp} CLI. \code{-b} refers to +#' number of rows to write at a time; 10,000 to 50,000 is a +#' starting recommendation. \code{-a} refers to size of packets to be sent in +#' bytes. \code{-e} refers to the maximum number of errors before failure. #' +#' @export #' -#' @examples -#' \dontrun{ -#' bcpExport('myfile.tsv', -#' server = server, -#' database = database, -#' table = 'mytable', -#' fieldterminator = '|', -#' stdout = FALSE, -#' datatypes = 'char') -#' } -bcpExport <- function(file, - server, - database, - table, - query, - trustedconnection = TRUE, - username, - password, - fieldterminator = '\t', - rowterminator = ifelse(.Platform$OS.type == 'windows', '\r\n', '\n'), - datatypes = c('char', 'nchar'), - azure = FALSE, - ...) { - if ( isTRUE(trustedconnection) ) { - bcpArgs <- list('-T') - } else { - bcpArgs <- list('-U', shQuote(username), '-P', shQuote(password)) - } - datatypes <- match.arg(datatypes) - if ( datatypes == 'char' ) { - bcpArgs <- append(bcpArgs, list('-c')) - } else { - bcpArgs <- append(bcpArgs, list('-w')) +bcpExport <- function( + file, + connectargs, + table, + query, + fieldterminator = '\t', + rowterminator = ifelse(.Platform$OS.type == 'windows', '\r\n', '\n'), + bcpOptions = list( + '-c', + '-b', 1000, + '-a', 4096, + '-m', 10 + ), + ...) { + if (missing(connectargs)) { + stop('connectargs is missing. See ?bcputility::makeConnectArgs.') } + bcp <- findUtility('bcp') + bcpArgs <- mapConnectArgs(connectargs = connectargs, utility = 'bcp') bcpArgs <- append(bcpArgs, list( '-t', shQuote(fieldterminator), @@ -382,28 +266,373 @@ bcpExport <- function(file, ) ) outArg <- 'out' - if ( missing(table) ) { + if (missing(table)) { table <- shQuote(query) outArg <- 'queryout' } bcpArgs <- append(bcpArgs, list(table, - outArg, shQuote(file), - '-S', server, - '-d', database), after = 0) - if ( isTRUE(trustedconnection) & isTRUE(azure) ) { + outArg, shQuote(file)), after = 0) + # add optional args + bcpArgs <- append(bcpArgs, bcpOptions) + system2(bcp, args = bcpArgs, ...) +} +#' Check bcp and sqlcmd versions +#' +#' @param ... +#' +#' arguments to pass \link[base]{system2} +#' +#' @export +#' +#' @name SQLServerCLIVersions +#' +bcpVersion <- function(...) { + bcp <- findUtility('bcp') + system2(command = bcp, args = list('-v'), ...) +} +#' @export +#' +#' @rdname SQLServerCLIVersions +sqlcmdVersion <- function(...) { + sqlcmd <- findUtility('sqlcmd') + system2(command = sqlcmd, args = list('-?'), ...) +} + +#' Determine SQL Server data types from data frame. Follows SQL Server +#' data type size constraints and chooses the smallest data type size. +#' +#' @param x +#' +#' data.frame object +#' +#' @param coltypes +#' +#' vector with names of columns to override the default data type mapping +#' +#' @return +#' +#' character vector with names of columns +#' +#' @export +#' +#' @name mapDataTypes +#' +#' @examples +#' +#' mapDataTypes(data.frame( +#' int = 1:5L, +#' numeric = seq(0, 1, length.out = 5), +#' character = LETTERS[1:5], +#' factor = paste(LETTERS[1:5], LETTERS[1:5], sep = ''), +#' logical = c(TRUE, FALSE, TRUE, FALSE, TRUE), +#' date = seq(Sys.Date() - 4, Sys.Date(), 1L), +#' datetime = seq(Sys.time() - 5, Sys.time(), length.out = 5) +#' ) +#' ) +mapDataTypes <- function(x, coltypes) { + sqlTypes <- vapply(x, FUN = function(.x) { + # order is important, returns left-most match + types <- c('character', 'factor', 'integer', 'numeric', 'logical', 'Date', + 'POSIXct', 'sfc', 'blob') + dataType <- Find(f = function(.type) { + methods::is(object = .x, class2 = .type) + }, types, nomatch = 'nomatch') + switch(dataType, + character = varChar(.x), + factor = varChar(.x), + numeric = 'FLOAT', + integer = int(.x), + logical = 'BIT', + Date = 'DATE', + POSIXct = 'DATETIME', + sfc = 'VARBINARY(MAX)', + blob = varBinary(.x), + stop('Data type not supported.') + ) + }, FUN.VALUE = character(1)) + if (!missing(coltypes)) { + sqlTypes[names(coltypes)] <- coltypes + } + sqlTypes +} +#' @export +#' +#' @rdname mapDataTypes +varChar <- function(x) { + n <- suppressWarnings(max(nchar(as.character(x)), na.rm = TRUE)) + if (is.infinite(n)) { + n <- 1L + } + if (n > 8000) { + n <- 'MAX' + } + sprintf('VARCHAR(%s)', n) +} +#' @export +#' +#' @rdname mapDataTypes +varBinary <- function(x) { + n <- max(lengths(x), na.rm = TRUE) + if (n > 8000) { + n <- 'MAX' + } + sprintf('VARBINARY(%s)', n) +} +#' @export +#' +#' @rdname mapDataTypes +int <- function(x) { + # if all missing assume TINYINT + # range returns c(Inf, -Inf) + xRange <- suppressWarnings(range(x, na.rm = TRUE)) + if (xRange[1] >= 0 && xRange[2] <= 255) { + 'TINYINT' + } else if (xRange[1] >= (-2^15) && xRange[2] <= (2^15 - 1)) { + 'SMALLINT' + } else if (xRange[1] >= (-2^31) && xRange[2] <= (2^31 - 1)) { + 'INTEGER' + } else if (xRange[1] >= (-2^63) && xRange[2] <= (2^63 - 1)) { + 'BIGINT' + } else { + 'Invalid integer range.' + } +} + +#' Create or drop table +#' +#' @param connectargs +#' +#' named list of connection arguments. See \link[bcputility]{makeConnectArgs}. +#' +#' @param table +#' +#' Name of the source table when importing from SQL Server. For specifying the +#' schema in the table name see \code{.
} and if not specified the +#' default is "dbo". +#' +#' @param coltypes +#' +#' character vector of data types with the column names as list/vector names. +#' Use \link[bcputility]{mapDataTypes} or refer to for proper format. +#' +#' @param ... +#' +#' arguments to pass to \link[base]{system2} +#' +#' @return +#' +#' No return value. Operations from bcp are printed to console; see +#' \code{...} to redirect output +#' +#' @export +#' +createTable <- function(connectargs, table, coltypes, ...) { + sqlcmd <- findUtility('sqlcmd') + quotedTable <- quoteTable(table) + query <- sprintf( + 'CREATE TABLE %s (%s);', + quotedTable, + paste(names(coltypes), coltypes, sep = ' ', collapse = ', ') + ) + sqlcmdArgs <- append(mapConnectArgs(connectargs = connectargs, + utility = 'sqlcmd'), values = list('-Q', shQuote(query))) + system2(command = sqlcmd, args = sqlcmdArgs, ...) +} +#' @rdname createTable +#' +#' @export +#' +dropTable <- function(connectargs, table, ...) { + sqlcmd <- findUtility('sqlcmd') + quotedTable <- quoteTable(table) + query <- sprintf('DROP TABLE %s;', quotedTable) + sqlcmdArgs <- append(mapConnectArgs(connectargs = connectargs, + utility = 'sqlcmd'), values = list('-Q', shQuote(query))) + system2(command = sqlcmd, args = sqlcmdArgs, ...) +} +#' @rdname createTable +#' +#' @export +#' +checkTableExists <- function(connectargs, table) { + sqlcmd <- findUtility('sqlcmd') + # IF OBJECT_ID('*objectName*', 'U') IS NOT NULL + quotedTable <- quoteTable(table) + quotedTable <- strsplit(x = quotedTable, split = '\\.')[[1]] + if (length(quotedTable) > 2) { + stop('Only `
` and `.
` are supported for table + argument.') + } + if (length(quotedTable) < 2) { + quotedTable <- append(quotedTable, '[dbo]', after = 0) + } + query <- sprintf('EXECUTE sp_tables @table_name = %s, @table_owner = %s', + quotedTable[2], quotedTable[1]) + sqlcmdArgs <- append(mapConnectArgs(connectargs = connectargs, + utility = 'sqlcmd'), values = list('-Q', shQuote(query))) + system2(command = sqlcmd, args = sqlcmdArgs, stdout = TRUE)[[3]] != '' +} +readTable <- function(connectargs, table, ...) { + sqlcmd <- findUtility('sqlcmd') + quotedTable <- quoteTable(table) + query <- sprintf('SET NOCOUNT ON; SELECT * FROM %s;', quotedTable) + queryHeaders <- sprintf('SET NOCOUNT ON; SELECT TOP 0 * FROM %s;', + quotedTable) + sqlcmdArgs <- append(mapConnectArgs(connectargs = connectargs, + utility = 'sqlcmd'), + values = list( + '-s', shQuote(','), + '-W', + '-r', 1, + '-V', 1 + )) + sqlCmdArgsHeader <- append(sqlcmdArgs, list('-Q', shQuote(queryHeaders))) + sqlcmdArgsData <- append(sqlcmdArgs, list('-Q', shQuote(query), '-h', '-1')) + data.table::fread( + cmd = paste(append(shQuote(sqlcmd), sqlcmdArgsData), collapse = ' '), + header = FALSE, + col.names = strsplit(x = system2(command = sqlcmd, args = sqlCmdArgsHeader, + stdout = TRUE), split = ',')[[1]]) +} +#' Create a named list of connection arguments to translate to bcp and +#' sqlcmd options +#' +#' @param server +#' +#' the instance of SQL Server to which to connect +#' +#' @param database +#' +#' specifies the database to connect to +#' +#' @param username +#' +#' login ID +#' +#' @param password +#' +#' password for login ID +#' +#' @param trustedconnection +#' +#' use integrated security, username and password are not required +#' +#' @param trustservercert +#' +#' trust the server certificate +#' +#' @param azure +#' +#' use Azure Active Directory authentication, does not work with integrated +#' authentication. +#' +#' @return +#' +#' a list with connection arguments +#' +#' @export +makeConnectArgs <- function(server, database, username, password, + trustedconnection = TRUE, trustservercert = FALSE, azure = FALSE) { + if (isTRUE(trustedconnection) && isTRUE(azure)) { stop('trustedconnection and azure cannot both be TRUE') } - if ( isTRUE(azure) ) { - bcpArgs <- append(bcpArgs, '-G') + connectArgs <- list(server = server, database = database) + if (isTRUE(trustedconnection)) { + connectArgs <- append(x = connectArgs, + values = list(trustedconnection = trustedconnection)) + } else { + connectArgs <- append(x = connectArgs, + values = list(username = username, password = password)) } - bcp <- 'bcp' - if ( !is.null(getOption('bcputility.bcp.path')) ) { - bcp <- getOption('bcputility.bcp.path') + if (isTRUE(azure)) { + connectArgs <- append(x = connectArgs, + values = list(azure = azure)) } - if ( Sys.which(bcp) == '' ) { - stop('bcp was not found or invalid path. Add bcp to path or to "bcputility.bcp.path" option.') + if (isTRUE(trustservercert)) { + connectArgs <- append(x = connectArgs, + values = list(trustservercert = trustservercert)) } - #cat(paste(append(bcpArgs, bcp, after = 0), collapse = ' ')) - system2(bcp, args = bcpArgs, ...) + connectArgs } +# internal functions +quoteTable <- function(table) { + paste(lapply(strsplit(table, split = '\\.')[[1]], function(x) { + if (substring(text = x, first = 1, 1) == '[' && + substring(text = x, + first = nchar(x), + last = nchar(x)) == ']') { + return(x) + } + sprintf('[%s]', x) + }), collapse = '.') +} +convertGeoCol <- function(connectargs, table, geometrycol, binarycol, + spatialtype, srid, ...) { + sqlcmd <- findUtility(utility = 'sqlcmd') + quotedTable <- quoteTable(table) + query <- sprintf(' + SET NOCOUNT ON; + ALTER TABLE %1$s ADD [%2$s] %3$s; + GO + UPDATE %1$s SET [%2$s] = %3$s::STGeomFromWKB([%4$s], %5$s); + ALTER TABLE %1$s DROP COLUMN [%4$s];', + quotedTable, geometrycol, spatialtype, binarycol, srid) + if (spatialtype == 'geography') { + correctionQuery <- sprintf( + ' + UPDATE %1$s SET [%2$s] = [%2$s].MakeValid().ReorientObject().MakeValid() + WHERE [%2$s].MakeValid().EnvelopeAngle() > 90;', + quotedTable, geometrycol) + query <- sprintf('%s %s', query, correctionQuery) + } + sqlcmdArgs <- append(mapConnectArgs(connectargs = connectargs, + utility = 'sqlcmd'), values = list('-Q', shQuote(query))) + system2(command = sqlcmd, args = sqlcmdArgs, ...) +} +mapConnectArgs <- function(connectargs, utility = c('sqlcmd', 'bcp') + ) { + utility <- match.arg(utility) + argSyntax <- switch(utility, + sqlcmd = list(server = '-S', + database = '-d', + trustedconnection = '-E', + username = '-U', + password = '-P', + azure = '-G', + trustservercert = '-C'), + bcp = list(server = '-S', + database = '-d', + trustedconnection = '-T', + username = '-U', + password = '-P', + azure = '-G', + trustservercert = '-u'), + stop('Unsupported utility') + ) + argSyntax <- argSyntax[names(connectargs)] + unlist( + Map(function(argname, argsyntax, argvalue) { + if (is.logical(argvalue)) { + argsyntax + } else if (is.character(argvalue)) { + list(argsyntax, shQuote(argvalue)) + } else { + stop(sprintf('Invalid argument for %s option.', argname)) + } + }, argname = names(connectargs), argsyntax = argSyntax, + argvalue = connectargs), + recursive = FALSE, use.names = FALSE + ) +} +findUtility <- function(utility) { + optionName <- sprintf('bcputility.%s.path', utility) + if (!is.null(getOption(optionName))) { + utility <- getOption(optionName) + } + if (Sys.which(utility) == '') { + stop(sprintf('%1$s was not found or invalid path. Add %1$s to path or to + "%2$s" option.', utility, optionName)) + } + utility +} diff --git a/README.md b/README.md index b66fcda..2194830 100644 --- a/README.md +++ b/README.md @@ -36,11 +36,11 @@ Install the development version with: devtools::install_github("tomroh/bcputility") ``` -If *bcp* is not on the system path or you want to override the default, -set the option with the full file path: +If *bcp* and *sqlcmd* is not on the system path or you want to override the default, set the option with the full file path: ```r options(bcputility.bcp.path = "") +options(bcputility.sqlcmd.path = "") ``` ## Benchmarks @@ -56,56 +56,84 @@ improved. ```r library(DBI) library(data.table) -library(nycflights13) -data("flights") -set.seed(82) -flights <- flights[sample.int(nrow(flights), 1000000, replace = TRUE),] -server <- 'localhost\\SQLEXPRESS' -database <- 'Main' +library(bcputility) +server <- Sys.getenv('MSSQL_SERVER') +database <- Sys.getenv('MSSQL_DB') +driver <- 'ODBC Driver 17 for SQL Server' +set.seed(11) +n <- 1000000 +importTable <- data.frame( + int = sample(x = seq(1L, 10000L, 1L), size = n, replace = TRUE), + numeric = sample(x = seq(0, 1, length.out = n/100), size = n, + replace = TRUE), + character = sample(x = state.abb, size = n, replace = TRUE), + factor = sample(x = factor(x = month.abb, levels = month.abb), + size = n, replace = TRUE), + logical = sample(x = c(TRUE, FALSE), size = n, replace = TRUE), + date = sample(x = seq(as.Date('2022-01-01'), as.Date('2022-12-31'), + by = 'days'), size = n, replace = TRUE), + datetime = sample(x = seq(as.POSIXct('2022-01-01 00:00:00'), + as.POSIXct('2022-12-31 23:59:59'), by = 'min'), size = n, replace = TRUE) +) +connectArgs <- makeConnectArgs(server = server, database = database) con <- DBI::dbConnect(odbc::odbc(), Driver = "SQL Server", Server = server, Database = database) -results <- microbenchmark::microbenchmark( +importResults <- microbenchmark::microbenchmark( bcpImport1000 = { - bcpImport(flights, - server = server, - database = database, - table = 'flights1', + bcpImport(importTable, + connectargs = connectArgs, + table = 'importTable1', + bcpOptions = list("-b", 1000, "-a", 4096, "-e", 10), overwrite = TRUE, stdout = FALSE) }, bcpImport10000 = { - bcpImport(flights, - server = server, - database = database, - table = 'flights2', + bcpImport(importTable, + connectargs = connectArgs, + table = 'importTable2', + bcpOptions = list("-b", 10000, "-a", 4096, "-e", 10), overwrite = TRUE, - stdout = FALSE, - batchsize = 10000) + stdout = FALSE) }, bcpImport50000 = { - bcpImport(flights, - server = server, - database = database, - table = 'flights3', + bcpImport(importTable, + connectargs = connectArgs, + table = 'importTable3', + bcpOptions = list("-b", 50000, "-a", 4096, "-e", 10), overwrite = TRUE, - stdout = FALSE, - batchsize = 50000) + stdout = FALSE) + }, + bcpImport100000 = { + bcpImport(importTable, + connectargs = connectArgs, + table = 'importTable4', + bcpOptions = list("-b", 100000, "-a", 4096, "-e", 10), + overwrite = TRUE, + stdout = FALSE) }, dbWriteTable = { - DBI::dbWriteTable(con, name = 'flights4', flights, overwrite = TRUE) + con <- DBI::dbConnect(odbc::odbc(), + Driver = driver, + Server = server, + Database = database, + trusted_connection = 'yes') + DBI::dbWriteTable(con, name = 'importTable5', importTable, overwrite = TRUE) }, - times = 30L + times = 30L, + unit = 'seconds' ) +importResults ``` -|expr | min| lq| mean| median| uq| max| neval| -|:--------------|--------:|--------:|--------:|--------:|--------:|--------:|-----:| -|bcpImport1000 | 13.83131| 14.92755| 15.59979| 15.26361| 16.50634| 17.31753| 30| -|bcpImport10000 | 11.41458| 12.96426| 13.61049| 13.42964| 14.34338| 15.46362| 30| -|bcpImport50000 | 10.70270| 12.46274| 13.29288| 13.10546| 13.59440| 17.85827| 30| -|dbWriteTable | 25.71646| 28.39663| 29.63298| 29.39512| 30.49987| 35.38698| 30| +|expr | min| lq| mean| median| uq| max| neval| +|:---------------|---------:|---------:|---------:|---------:|---------:|--------:|-----:| +|bcpImport1000 | 15.017385| 16.610868| 17.405555| 17.656265| 18.100990| 19.44482| 30| +|bcpImport10000 | 10.091266| 10.657926| 10.926738| 10.916577| 11.208184| 11.46027| 30| +|bcpImport50000 | 8.982498| 9.337509| 9.677375| 9.571526| 9.896179| 10.77709| 30| +|bcpImport100000 | 8.769598| 9.303473| 9.562921| 9.581927| 9.855355| 10.36949| 30| +|dbWriteTable | 13.570956| 13.820707| 15.154505| 14.159002| 16.378986| 27.28819| 30| *Time in seconds* @@ -120,76 +148,73 @@ data that is small enough to be pulled into memory. ```r exportResults <- microbenchmark::microbenchmark( bcpExportChar = { - bcpExport('test1.csv', - server = server, - database = database, - table = 'flights1', + bcpExport('inst/benchmarks/test1.csv', + connectargs = connectArgs, + table = 'importTableInit', fieldterminator = ',', - stdout = FALSE, - datatypes = 'char') + stdout = FALSE) }, bcpExportNchar = { - bcpExport('test2.csv', - server = server, - database = database, - table = 'flights1', + bcpExport('inst/benchmarks/test2.csv', + connectargs = connectArgs, + table = 'importTableInit', fieldterminator = ',', - stdout = FALSE, - datatypes = 'nchar') + stdout = FALSE) }, fwriteQuery = { - fwrite(DBI::dbReadTable(con, 'flights1'), - 'test3.csv', dateTimeAs = 'write.csv', + fwrite(DBI::dbReadTable(con, 'importTableInit'), + 'inst/benchmarks/test3.csv', dateTimeAs = 'write.csv', col.names = FALSE) }, - times = 30L + times = 30L, + unit = 'seconds' ) +exportResults ``` -|expr | min| lq| mean| median| uq| max| neval| -|:--------------|---------:|---------:|---------:|---------:|--------:|---------:|-----:| -|bcpExportChar | 6.179264| 6.527793| 7.051096| 7.207091| 7.40403| 8.221965| 30| -|bcpExportNchar | 7.127671| 7.685442| 8.240679| 8.413417| 8.54752| 9.313255| 30| -|fwriteQuery | 11.096326| 11.515995| 11.852508| 11.741095| 12.20761| 13.015459| 30| +|expr | min| lq| mean| median| uq| max| neval| +|:--------------|--------:|--------:|--------:|--------:|--------:|--------:|-----:| +|bcpExportChar | 2.565654| 2.727477| 2.795670| 2.756685| 2.792291| 3.352325| 30| +|bcpExportNchar | 2.589367| 2.704135| 2.765784| 2.734957| 2.797286| 3.479074| 30| +|fwriteQuery | 7.429731| 7.602853| 7.645852| 7.654730| 7.703634| 7.868419| 30| *Time in seconds* ### Export Query ```r +query <- 'SELECT * FROM [dbo].[importTable1] WHERE int < 1000' queryResults <- microbenchmark::microbenchmark( bcpExportQueryChar = { - bcpExport('test4.csv', - server = server, - database = database, + bcpExport('inst/benchmarks/test4.csv', + connectargs = connectArgs, query = query, fieldterminator = ',', - stdout = FALSE, - datatypes = 'char') + stdout = FALSE) }, bcpExportQueryNchar = { - bcpExport('test5.csv', - server = server, - database = database, + bcpExport('inst/benchmarks/test5.csv', + connectargs = connectArgs, query = query, fieldterminator = ',', - stdout = FALSE, - datatypes = 'nchar') + stdout = FALSE) }, fwriteQuery = { fwrite(DBI::dbGetQuery(con, query), - 'test6.csv', dateTimeAs = 'write.csv', + 'inst/benchmarks/test6.csv', dateTimeAs = 'write.csv', col.names = FALSE) }, - times = 30L + times = 30L, + unit = 'seconds' ) +queryResults ``` -|expr | min| lq| mean| median| uq| max| neval| -|:-------------------|--------:|--------:|--------:|--------:|--------:|--------:|-----:| -|bcpExportQueryChar | 2.330189| 2.335963| 2.777578| 2.444756| 3.010092| 4.892223| 30| -|bcpExportQueryNchar | 2.666880| 2.777737| 3.435565| 2.789167| 3.443354| 7.774271| 30| -|fwriteQuery | 3.384254| 3.572138| 4.285159| 3.904367| 4.361619| 8.017063| 30| +|expr | min| lq| mean| median| uq| max| neval| +|:-------------------|---------:|---------:|---------:|---------:|---------:|---------:|-----:| +|bcpExportQueryChar | 0.3444491| 0.4397317| 0.4557119| 0.4490924| 0.4615573| 0.7237182| 30| +|bcpExportQueryNchar | 0.3305265| 0.4444705| 0.4412670| 0.4500690| 0.4605971| 0.4815894| 30| +|fwriteQuery | 0.6737879| 0.7141933| 0.7421377| 0.7311998| 0.7548233| 0.9143555| 30| *Time in seconds* @@ -201,94 +226,103 @@ after import are to produce equivalent tables in the database. ```r library(sf) nc <- st_read(system.file("gpkg/nc.gpkg", package = "sf")) -nc <- nc[sample.int(nrow(nc), 10000, replace = TRUE),] -microbenchmark::microbenchmark( +divN <- 10 +shp1 <- cbind(nc[sample.int(nrow(nc), n / divN, replace = TRUE),], + importTable[seq_len(n / divN), ], + id = seq_len(n / divN)) +geometryResults <- microbenchmark::microbenchmark( bcpImportGeometry = { - bcpImport(nc, - server = server, - database = database, - table = 'nc1', - overwrite = TRUE, - stdout = FALSE) + bcpImport(shp1, + connectargs = connectArgs, + table = 'shp1', + overwrite = TRUE, + stdout = FALSE, + spatialtype = 'geometry', + bcpOptions = list("-b", 50000, "-a", 4096, "-m", 0)) + }, + odbcImportGeometry = { con <- DBI::dbConnect(odbc::odbc(), - driver = 'SQL Server', - server = server, - database = database) - sql <- DBI::sqlInterpolate( - con, - 'alter table dbo.nc1 add ObjectID integer primary key identity(1,1); - create spatial index nc1_spix on nc1(geom) - with ( bounding_box = ( ?xmin, ?ymin, ?xmax, ?ymax ), - grids = (medium, medium, medium, medium), - cells_per_object = 16);', - .dots = st_bbox(nc) + driver = driver, + server = server, + database = database, + trusted_connection = 'yes') + tableName <- 'shp2' + spatialType <- 'geometry' + geometryColumn <- 'geom' + binaryColumn <- 'geomWkb' + srid <- sf::st_crs(nc)$epsg + shpBin2 <- data.table(shp1) + data.table::set(x = shpBin2, j = binaryColumn, + value = blob::new_blob(lapply(sf::st_as_binary(shpBin2[[geometryColumn]]), + as.raw))) + data.table::set(x = shpBin2, j = geometryColumn, value = NULL) + dataTypes <- DBI::dbDataType(con, shpBin2) + dataTypes[binaryColumn] <- 'varbinary(max)' + DBI::dbWriteTable(conn = con, name = tableName, value = shpBin2, + overwrite = TRUE, field.types = dataTypes) + DBI::dbExecute(conn = con, sprintf('alter table %1$s add %2$s %3$s;', + tableName, geometryColumn, spatialType)) + DBI::dbExecute(conn = con, + sprintf('UPDATE %1$s + SET geom = %3$s::STGeomFromWKB([%4$s], %2$d); + ALTER TABLE %1$s DROP COLUMN [%4$s];', tableName, srid, spatialType, + binaryColumn) ) - DBI::dbExecute(con, sql) }, bcpImportGeography = { - bcpImport(nc, - server = server, - database = database, - table = 'nc2', - overwrite = TRUE, - stdout = FALSE, - spatialtype = 'geography') - con <- DBI::dbConnect(odbc::odbc(), - driver = 'SQL Server', - server = server, - database = database) - sql <- 'alter table dbo.nc2 add ObjectID integer primary key identity(1,1); - create spatial index nc2_spix on nc2(geom) - using geography_grid - with ( grids = (medium, medium, medium, medium), - cells_per_object = 16);' - DBI::dbExecute(con, sql) + bcpImport(shp1, + connectargs = connectArgs, + table = 'shp3', + overwrite = TRUE, + stdout = FALSE, + spatialtype = 'geography', + bcpOptions = list("-b", 50000, "-a", 4096, "-m", 0)) }, - stWriteGeometry = { - Sys.setenv('MSSQLSPATIAL_USE_GEOMETRY_COLUMNS' = 'NO') - st_write(nc, - sprintf(r'(MSSQL:Server=%s;Database=%s;Trusted_Connection=True;)', - server, database), - 'dbo.nc3', - layer_options = c('GEOM_TYPE=geometry', 'LAUNDER=NO', - 'GEOMETRY_NAME=geom', 'FID=ObjectID'), - append = FALSE) + odbcImportGeography = { con <- DBI::dbConnect(odbc::odbc(), - driver = 'SQL Server', - server = server, - database = database) - DBI::dbExecute(con, - 'alter table dbo.nc3 alter column [NAME] varchar(255); - alter table dbo.nc3 alter column [FIPS] varchar(255);') - }, - stWriteGeography = { - Sys.setenv('MSSQLSPATIAL_USE_GEOMETRY_COLUMNS' = 'NO') - st_write(nc, - sprintf(r'(MSSQL:Server=%s;Database=%s;Trusted_Connection=True;)', - server, database), - 'dbo.nc4', - layer_options = c('GEOM_TYPE=geography', 'LAUNDER=NO', - 'GEOMETRY_NAME=geom', 'FID=ObjectID'), - append = FALSE) - con <- DBI::dbConnect(odbc::odbc(), - driver = 'SQL Server', - server = server, - database = database) - DBI::dbExecute(con, - 'alter table dbo.nc4 alter column [NAME] varchar(255); - alter table dbo.nc4 alter column [FIPS] varchar(255); - update dbo.nc4 SET geom = geom.MakeValid().ReorientObject() - where geom.MakeValid().EnvelopeAngle() > 90;') + driver = driver, + server = server, + database = database, + trusted_connection = 'yes') + tableName <- 'shp4' + spatialType <- 'geography' + geometryColumn <- 'geom' + binaryColumn <- 'geomWkb' + srid <- sf::st_crs(nc)$epsg + shpBin4 <- data.table(shp1) + data.table::set(x = shpBin4, j = binaryColumn, + value = blob::new_blob(lapply(sf::st_as_binary(shpBin4[[geometryColumn]]), + as.raw))) + data.table::set(x = shpBin4, j = geometryColumn, value = NULL) + dataTypes <- DBI::dbDataType(con, shpBin4) + dataTypes[binaryColumn] <- 'varbinary(max)' + DBI::dbWriteTable(conn = con, name = tableName, value = shpBin4, + overwrite = TRUE, field.types = dataTypes) + DBI::dbExecute(conn = con, sprintf('alter table %1$s add %2$s %3$s;', + tableName, geometryColumn, spatialType)) + DBI::dbExecute(conn = con, + sprintf('UPDATE %1$s + SET geom = %3$s::STGeomFromWKB([%4$s], %2$d); + ALTER TABLE %1$s DROP COLUMN [%4$s];', tableName, srid, spatialType, + binaryColumn) + ) + DBI::dbExecute(conn = con, + sprintf( + 'UPDATE %1$s SET [%2$s] = [%2$s].MakeValid().ReorientObject().MakeValid() + WHERE [%2$s].MakeValid().EnvelopeAngle() > 90;', + tableName, geometryColumn)) }, - times = 30L + times = 30L, + unit = 'seconds' ) +geometryResults ``` -|expr | min| lq| mean| median| uq| max| neval| -|:------------------|---------:|---------:|---------:|---------:|--------:|---------:|-----:| -|bcpImportGeometry | 3.837943| 4.029495| 4.167561| 4.108914| 4.28310| 4.617041| 30| -|bcpImportGeography | 7.536671| 8.848857| 9.062659| 9.032125| 9.31301| 10.307236| 30| -|stWriteGeometry | 30.058039| 32.603264| 33.576270| 32.955545| 33.93374| 38.260181| 30| -|stWriteGeography | 51.733421| 54.910806| 56.157718| 55.671590| 56.51970| 64.666461| 30| +|expr | min| lq| mean| median| uq| max| neval| +|:-------------------|--------:|--------:|--------:|--------:|--------:|---------:|-----:| +|bcpImportGeometry | 18.01451| 19.48747| 20.68834| 20.45136| 21.74212| 26.87033| 30| +|odbcImportGeometry | 18.29721| 20.63363| 22.35044| 21.29087| 24.04490| 27.81112| 30| +|bcpImportGeography | 71.23260| 75.04588| 82.65286| 76.36985| 96.68469| 102.70909| 30| +|odbcImportGeography | 73.29818| 76.12481| 84.58432| 77.93419| 97.36155| 107.00186| 30| *Time in seconds* diff --git a/_pkgdown.yml b/_pkgdown.yml index aec11cf..0542cbf 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -1,4 +1,4 @@ -url: https://bcputility.roh.engineering +#$url: https://bcputility.roh.engineering authors: Thomas Roh: href: https://roh.engineering/about diff --git a/bcputility.Rproj b/bcputility.Rproj index b9255bc..ee9a41a 100644 --- a/bcputility.Rproj +++ b/bcputility.Rproj @@ -1,7 +1,7 @@ Version: 1.0 -RestoreWorkspace: Default -SaveWorkspace: Default +RestoreWorkspace: No +SaveWorkspace: No AlwaysSaveHistory: Default EnableCodeIndexing: Yes diff --git a/docs/404.html b/docs/404.html index 62c685a..ed6b215 100644 --- a/docs/404.html +++ b/docs/404.html @@ -6,19 +6,19 @@ Page not found (404) • bcputility - - - - - - + + + + + + - - + + - - - + + + License • bcputilityLicense • bcputility @@ -17,7 +17,7 @@ bcputility - 0.3.1 + 0.4.0 @@ -65,7 +65,7 @@

License

-

Site built with pkgdown 2.0.4.

+

Site built with pkgdown 2.0.7.

diff --git a/docs/LICENSE.html b/docs/LICENSE.html index 1a13708..33e5ee9 100644 --- a/docs/LICENSE.html +++ b/docs/LICENSE.html @@ -1,5 +1,5 @@ -MIT License • bcputilityMIT License • bcputility @@ -17,7 +17,7 @@ bcputility - 0.3.1 + 0.4.0 @@ -69,7 +69,7 @@

MIT License

-

Site built with pkgdown 2.0.4.

+

Site built with pkgdown 2.0.7.

diff --git a/docs/authors.html b/docs/authors.html index faee456..ef8fbbc 100644 --- a/docs/authors.html +++ b/docs/authors.html @@ -1,5 +1,5 @@ -Authors and Citation • bcputilityAuthors and Citation • bcputility @@ -17,7 +17,7 @@ bcputility - 0.3.1 + 0.4.0 @@ -61,14 +61,14 @@

Citation

-

Roh T (2022). +

Roh T (2023). bcputility: Wrapper for SQL Server bcp Utility. https://bcputility.roh.engineering, https://github.com/tomroh/bcputility. 

@Manual{,
   title = {bcputility: Wrapper for SQL Server bcp Utility},
   author = {Thomas Roh},
-  year = {2022},
+  year = {2023},
   note = {https://bcputility.roh.engineering, https://github.com/tomroh/bcputility},
 }
@@ -83,7 +83,7 @@

Citation

-

Site built with pkgdown 2.0.4.

+

Site built with pkgdown 2.0.7.

diff --git a/docs/index.html b/docs/index.html index 7fbe2e7..a55aa98 100644 --- a/docs/index.html +++ b/docs/index.html @@ -19,7 +19,7 @@ - + @@ -85,13 +85,14 @@

InstallationCRAN with:

-install.packages("bcputility")
+install.packages("bcputility")

Install the development version with:

-devtools::install_github("tomroh/bcputility")
-

If bcp is not on the system path or you want to override the default, set the option with the full file path:

+devtools::install_github("tomroh/bcputility") +

If bcp and sqlcmd is not on the system path or you want to override the default, set the option with the full file path:

-options(bcputility.bcp.path = "<path-to-bcp>")
+options(bcputility.bcp.path = "<path-to-bcp>") +options(bcputility.sqlcmd.path = "<path-to-sqlcmd>")

Benchmarks @@ -102,60 +103,87 @@

BenchmarksImport 

-library(DBI)
-library(data.table)
-library(nycflights13)
-data("flights")
-set.seed(82)
-flights <- flights[sample.int(nrow(flights), 1000000, replace = TRUE),]
-server <- 'localhost\\SQLEXPRESS'
-database <- 'Main'
-con <- DBI::dbConnect(odbc::odbc(),
-                      Driver = "SQL Server",
-                      Server = server,
-                      Database = database)
-results <- microbenchmark::microbenchmark(
-  bcpImport1000 = {
-    bcpImport(flights,
-              server = server,
-              database = database,
-              table = 'flights1',
-              overwrite = TRUE,
-              stdout = FALSE)
-    },
-  bcpImport10000 = {
-    bcpImport(flights,
-              server = server,
-              database = database,
-              table = 'flights2',
-              overwrite = TRUE,
-              stdout = FALSE,
-              batchsize = 10000)
-  },
-  bcpImport50000 = {
-    bcpImport(flights,
-              server = server,
-              database = database,
-              table = 'flights3',
-              overwrite = TRUE,
-              stdout = FALSE,
-              batchsize = 50000)
-  },
-  dbWriteTable = {
-    DBI::dbWriteTable(con, name = 'flights4', flights, overwrite = TRUE)
-    },
-  times = 30L
-)
-

+library(DBI) +library(data.table) +library(bcputility) +server <- Sys.getenv('MSSQL_SERVER') +database <- Sys.getenv('MSSQL_DB') +driver <- 'ODBC Driver 17 for SQL Server' +set.seed(11) +n <- 1000000 +importTable <- data.frame( + int = sample(x = seq(1L, 10000L, 1L), size = n, replace = TRUE), + numeric = sample(x = seq(0, 1, length.out = n/100), size = n, + replace = TRUE), + character = sample(x = state.abb, size = n, replace = TRUE), + factor = sample(x = factor(x = month.abb, levels = month.abb), + size = n, replace = TRUE), + logical = sample(x = c(TRUE, FALSE), size = n, replace = TRUE), + date = sample(x = seq(as.Date('2022-01-01'), as.Date('2022-12-31'), + by = 'days'), size = n, replace = TRUE), + datetime = sample(x = seq(as.POSIXct('2022-01-01 00:00:00'), + as.POSIXct('2022-12-31 23:59:59'), by = 'min'), size = n, replace = TRUE) +) +connectArgs <- makeConnectArgs(server = server, database = database) +con <- DBI::dbConnect(odbc::odbc(), + Driver = "SQL Server", + Server = server, + Database = database) +importResults <- microbenchmark::microbenchmark( + bcpImport1000 = { + bcpImport(importTable, + connectargs = connectArgs, + table = 'importTable1', + bcpOptions = list("-b", 1000, "-a", 4096, "-e", 10), + overwrite = TRUE, + stdout = FALSE) + }, + bcpImport10000 = { + bcpImport(importTable, + connectargs = connectArgs, + table = 'importTable2', + bcpOptions = list("-b", 10000, "-a", 4096, "-e", 10), + overwrite = TRUE, + stdout = FALSE) + }, + bcpImport50000 = { + bcpImport(importTable, + connectargs = connectArgs, + table = 'importTable3', + bcpOptions = list("-b", 50000, "-a", 4096, "-e", 10), + overwrite = TRUE, + stdout = FALSE) + }, + bcpImport100000 = { + bcpImport(importTable, + connectargs = connectArgs, + table = 'importTable4', + bcpOptions = list("-b", 100000, "-a", 4096, "-e", 10), + overwrite = TRUE, + stdout = FALSE) + }, + dbWriteTable = { + con <- DBI::dbConnect(odbc::odbc(), + Driver = driver, + Server = server, + Database = database, + trusted_connection = 'yes') + DBI::dbWriteTable(con, name = 'importTable5', importTable, overwrite = TRUE) + }, + times = 30L, + unit = 'seconds' +) +importResults +
-+--++ @@ -170,42 +198,52 @@

Import

- - - - - - + + + + + + - - - - - - + + + + + + - - - - - - + + + + + + + + + + + + + + + + - - - - - - + + + + + + @@ -217,42 +255,40 @@

Export Tabledata.table”. Optimized write formats for date times from fwrite outperforms bcp for data that is small enough to be pulled into memory.

-exportResults <- microbenchmark::microbenchmark(
-  bcpExportChar = {
-    bcpExport('test1.csv',
-              server = server,
-              database = database,
-              table = 'flights1',
-              fieldterminator = ',',
-              stdout = FALSE,
-              datatypes = 'char')
-    },
-  bcpExportNchar = {
-    bcpExport('test2.csv',
-              server = server,
-              database = database,
-              table = 'flights1',
-              fieldterminator = ',',
-              stdout = FALSE,
-              datatypes = 'nchar')
-  },
-  fwriteQuery = {
-    fwrite(DBI::dbReadTable(con, 'flights1'),
-           'test3.csv', dateTimeAs = 'write.csv',
-           col.names = FALSE)
-  },
-  times = 30L
-)
+exportResults <- microbenchmark::microbenchmark( + bcpExportChar = { + bcpExport('inst/benchmarks/test1.csv', + connectargs = connectArgs, + table = 'importTableInit', + fieldterminator = ',', + stdout = FALSE) + }, + bcpExportNchar = { + bcpExport('inst/benchmarks/test2.csv', + connectargs = connectArgs, + table = 'importTableInit', + fieldterminator = ',', + stdout = FALSE) + }, + fwriteQuery = { + fwrite(DBI::dbReadTable(con, 'importTableInit'), + 'inst/benchmarks/test3.csv', dateTimeAs = 'write.csv', + col.names = FALSE) + }, + times = 30L, + unit = 'seconds' +) +exportResults

expr
bcpImport100013.8313114.9275515.5997915.2636116.5063417.3175315.01738516.61086817.40555517.65626518.10099019.44482 30
bcpImport1000011.4145812.9642613.6104913.4296414.3433815.4636210.09126610.65792610.92673810.91657711.20818411.46027 30
bcpImport5000010.7027012.4627413.2928813.1054613.5944017.858278.9824989.3375099.6773759.5715269.89617910.77709 30
bcpImport1000008.7695989.3034739.5629219.5819279.85535510.3694930
dbWriteTable25.7164628.3966329.6329829.3951230.4998735.3869813.57095613.82070715.15450514.15900216.37898627.28819 30
-+--++ @@ -267,32 +303,32 @@

Export Table

- - - - - - + + + + + + - - - - - - + + + + + + - - - - - - + + + + + + @@ -303,42 +339,41 @@

Export TableExport Query 

-queryResults <- microbenchmark::microbenchmark(
-  bcpExportQueryChar = {
-    bcpExport('test4.csv',
-              server = server,
-              database = database,
-              query = query,
-              fieldterminator = ',',
-              stdout = FALSE,
-              datatypes = 'char')
-  },
-  bcpExportQueryNchar = {
-    bcpExport('test5.csv',
-              server = server,
-              database = database,
-              query = query,
-              fieldterminator = ',',
-              stdout = FALSE,
-              datatypes = 'nchar')
-  },
-  fwriteQuery = {
-    fwrite(DBI::dbGetQuery(con, query),
-           'test6.csv', dateTimeAs = 'write.csv',
-           col.names = FALSE)
-  },
-  times = 30L
-)
-
exprbcpExportChar6.1792646.5277937.0510967.2070917.404038.2219652.5656542.7274772.7956702.7566852.7922913.352325 30
bcpExportNchar7.1276717.6854428.2406798.4134178.547529.3132552.5893672.7041352.7657842.7349572.7972863.479074 30
fwriteQuery11.09632611.51599511.85250811.74109512.2076113.0154597.4297317.6028537.6458527.6547307.7036347.868419 30
+query <- 'SELECT * FROM [dbo].[importTable1] WHERE int < 1000' +queryResults <- microbenchmark::microbenchmark( + bcpExportQueryChar = { + bcpExport('inst/benchmarks/test4.csv', + connectargs = connectArgs, + query = query, + fieldterminator = ',', + stdout = FALSE) + }, + bcpExportQueryNchar = { + bcpExport('inst/benchmarks/test5.csv', + connectargs = connectArgs, + query = query, + fieldterminator = ',', + stdout = FALSE) + }, + fwriteQuery = { + fwrite(DBI::dbGetQuery(con, query), + 'inst/benchmarks/test6.csv', dateTimeAs = 'write.csv', + col.names = FALSE) + }, + times = 30L, + unit = 'seconds' +) +queryResults +
-+-+ @@ -353,32 +388,32 @@

Export Query

- - - - - - + + + + + + - - - - - - + + + + + + - - - - - - + + + + + + @@ -390,98 +425,107 @@

Import Geometry

Importing spatial data from ‘sf’ objects is also supported. The sql statements after import are to produce equivalent tables in the database.

-library(sf)
-nc <- st_read(system.file("gpkg/nc.gpkg", package = "sf"))
-nc <- nc[sample.int(nrow(nc), 10000, replace = TRUE),]
-microbenchmark::microbenchmark(
-  bcpImportGeometry = {
-    bcpImport(nc,
-              server = server,
-              database = database,
-              table = 'nc1',
-              overwrite = TRUE,
-              stdout = FALSE)
-    con <- DBI::dbConnect(odbc::odbc(),
-                          driver = 'SQL Server',
-                          server = server,
-                          database = database)
-    sql <- DBI::sqlInterpolate(
-      con,
-      'alter table dbo.nc1 add ObjectID integer primary key identity(1,1);
-       create spatial index nc1_spix on nc1(geom)
-       with ( bounding_box = ( ?xmin, ?ymin, ?xmax, ?ymax ),
-              grids = (medium, medium, medium, medium),
-              cells_per_object = 16);',
-      .dots = st_bbox(nc)
-    )
-    DBI::dbExecute(con, sql)
-  },
-  bcpImportGeography = {
-    bcpImport(nc,
-              server = server,
-              database = database,
-              table = 'nc2',
-              overwrite = TRUE,
-              stdout = FALSE,
-              spatialtype = 'geography')
-    con <- DBI::dbConnect(odbc::odbc(),
-                          driver = 'SQL Server',
-                          server = server,
-                          database = database)
-    sql <- 'alter table dbo.nc2 add ObjectID integer primary key identity(1,1);
-            create spatial index nc2_spix on nc2(geom)
-            using geography_grid
-            with ( grids = (medium, medium, medium, medium),
-                   cells_per_object = 16);'
-    DBI::dbExecute(con, sql)
-  },
-  stWriteGeometry = {
-    Sys.setenv('MSSQLSPATIAL_USE_GEOMETRY_COLUMNS' = 'NO')
-    st_write(nc,
-             sprintf(r'(MSSQL:Server=%s;Database=%s;Trusted_Connection=True;)',
-                     server, database),
-             'dbo.nc3',
-             layer_options = c('GEOM_TYPE=geometry', 'LAUNDER=NO',
-                               'GEOMETRY_NAME=geom', 'FID=ObjectID'),
-             append = FALSE)
-    con <- DBI::dbConnect(odbc::odbc(),
-                          driver = 'SQL Server',
-                          server = server,
-                          database = database)
-    DBI::dbExecute(con,
-                   'alter table dbo.nc3 alter column [NAME] varchar(255);
-                    alter table dbo.nc3 alter column [FIPS] varchar(255);')
-    },
-  stWriteGeography = {
-    Sys.setenv('MSSQLSPATIAL_USE_GEOMETRY_COLUMNS' = 'NO')
-    st_write(nc,
-             sprintf(r'(MSSQL:Server=%s;Database=%s;Trusted_Connection=True;)',
-                     server, database),
-             'dbo.nc4',
-             layer_options = c('GEOM_TYPE=geography', 'LAUNDER=NO',
-                               'GEOMETRY_NAME=geom', 'FID=ObjectID'),
-             append = FALSE)
-    con <- DBI::dbConnect(odbc::odbc(),
-                          driver = 'SQL Server',
-                          server = server,
-                          database = database)
-    DBI::dbExecute(con,
-                   'alter table dbo.nc4 alter column [NAME] varchar(255);
-                    alter table dbo.nc4 alter column [FIPS] varchar(255);
-                    update dbo.nc4 SET geom = geom.MakeValid().ReorientObject()
-                    where geom.MakeValid().EnvelopeAngle() > 90;')
-  },
-  times = 30L
-)
+library(sf) +nc <- st_read(system.file("gpkg/nc.gpkg", package = "sf")) +divN <- 10 +shp1 <- cbind(nc[sample.int(nrow(nc), n / divN, replace = TRUE),], + importTable[seq_len(n / divN), ], + id = seq_len(n / divN)) +geometryResults <- microbenchmark::microbenchmark( + bcpImportGeometry = { + bcpImport(shp1, + connectargs = connectArgs, + table = 'shp1', + overwrite = TRUE, + stdout = FALSE, + spatialtype = 'geometry', + bcpOptions = list("-b", 50000, "-a", 4096, "-m", 0)) + }, + odbcImportGeometry = { + con <- DBI::dbConnect(odbc::odbc(), + driver = driver, + server = server, + database = database, + trusted_connection = 'yes') + tableName <- 'shp2' + spatialType <- 'geometry' + geometryColumn <- 'geom' + binaryColumn <- 'geomWkb' + srid <- sf::st_crs(nc)$epsg + shpBin2 <- data.table(shp1) + data.table::set(x = shpBin2, j = binaryColumn, + value = blob::new_blob(lapply(sf::st_as_binary(shpBin2[[geometryColumn]]), + as.raw))) + data.table::set(x = shpBin2, j = geometryColumn, value = NULL) + dataTypes <- DBI::dbDataType(con, shpBin2) + dataTypes[binaryColumn] <- 'varbinary(max)' + DBI::dbWriteTable(conn = con, name = tableName, value = shpBin2, + overwrite = TRUE, field.types = dataTypes) + DBI::dbExecute(conn = con, sprintf('alter table %1$s add %2$s %3$s;', + tableName, geometryColumn, spatialType)) + DBI::dbExecute(conn = con, + sprintf('UPDATE %1$s + SET geom = %3$s::STGeomFromWKB([%4$s], %2$d); + ALTER TABLE %1$s DROP COLUMN [%4$s];', tableName, srid, spatialType, + binaryColumn) + ) + }, + bcpImportGeography = { + bcpImport(shp1, + connectargs = connectArgs, + table = 'shp3', + overwrite = TRUE, + stdout = FALSE, + spatialtype = 'geography', + bcpOptions = list("-b", 50000, "-a", 4096, "-m", 0)) + }, + odbcImportGeography = { + con <- DBI::dbConnect(odbc::odbc(), + driver = driver, + server = server, + database = database, + trusted_connection = 'yes') + tableName <- 'shp4' + spatialType <- 'geography' + geometryColumn <- 'geom' + binaryColumn <- 'geomWkb' + srid <- sf::st_crs(nc)$epsg + shpBin4 <- data.table(shp1) + data.table::set(x = shpBin4, j = binaryColumn, + value = blob::new_blob(lapply(sf::st_as_binary(shpBin4[[geometryColumn]]), + as.raw))) + data.table::set(x = shpBin4, j = geometryColumn, value = NULL) + dataTypes <- DBI::dbDataType(con, shpBin4) + dataTypes[binaryColumn] <- 'varbinary(max)' + DBI::dbWriteTable(conn = con, name = tableName, value = shpBin4, + overwrite = TRUE, field.types = dataTypes) + DBI::dbExecute(conn = con, sprintf('alter table %1$s add %2$s %3$s;', + tableName, geometryColumn, spatialType)) + DBI::dbExecute(conn = con, + sprintf('UPDATE %1$s + SET geom = %3$s::STGeomFromWKB([%4$s], %2$d); + ALTER TABLE %1$s DROP COLUMN [%4$s];', tableName, srid, spatialType, + binaryColumn) + ) + DBI::dbExecute(conn = con, + sprintf( + 'UPDATE %1$s SET [%2$s] = [%2$s].MakeValid().ReorientObject().MakeValid() + WHERE [%2$s].MakeValid().EnvelopeAngle() > 90;', + tableName, geometryColumn)) + }, + times = 30L, + unit = 'seconds' +) +geometryResults

exprbcpExportQueryChar2.3301892.3359632.7775782.4447563.0100924.8922230.34444910.43973170.45571190.44909240.46155730.7237182 30
bcpExportQueryNchar2.6668802.7777373.4355652.7891673.4433547.7742710.33052650.44447050.44126700.45006900.46059710.4815894 30
fwriteQuery3.3842543.5721384.2851593.9043674.3616198.0170630.67378790.71419330.74213770.73119980.75482330.9143555 30
-+-+ @@ -497,42 +541,42 @@

Import Geometry

- - - - - - + + + + + + - - - - - - - + + + + + + + - - - - - - - + + + + + + + - - - - - - - + + + + + + + @@ -598,7 +642,7 @@

Dev status

-

Site built with pkgdown 2.0.4.

+

Site built with pkgdown 2.0.7.

diff --git a/docs/news/index.html b/docs/news/index.html index c88f5b6..c652985 100644 --- a/docs/news/index.html +++ b/docs/news/index.html @@ -1,5 +1,5 @@ -Changelog • bcputilityChangelog • bcputility @@ -17,7 +17,7 @@ bcputility - 0.3.1 + 0.4.0 @@ -48,29 +48,45 @@

Changelog

-

bcputility 0.3.1

-
  • The argument azure was added to bcpImport and bcpExport for Azure Active Directory authentication. This only works for username and password authentication.
    • -
-
-

bcputility 0.3.02022-02-20

+

bcputility 0.4.0

+

  • Override/set path to sqlcmd with options(bcputility.sqlcmd.path = "<path-to-sqlcmd>")

    • +

  • Added bcpVersion and sqlcmdVersion to check versions.

    • +
  • +

    Specify tables without schema strictly as a character vector of size 1 e.g. “.

    +
bcpImportGeometry3.8379434.0294954.1675614.1089144.283104.61704118.0145119.4874720.6883420.4513621.7421226.87033 30
bcpImportGeography7.5366718.8488579.0626599.0321259.3130110.307236odbcImportGeometry18.2972120.6336322.3504421.2908724.0449027.81112 30
stWriteGeometry30.05803932.60326433.57627032.95554533.9337438.260181bcpImportGeography71.2326075.0458882.6528676.3698596.68469102.70909 30
stWriteGeography51.73342154.91080656.15771855.67159056.5197064.666461odbcImportGeography73.2981876.1248184.5843277.9341997.36155107.00186 30

“. The schema and table will be quoted although special characters are not recommended except for”_“.

+

  • Tests have been added that can run against a local instance of SQL Server. These do not work without it as SQL Server is a client/server configuration.

    • +

  • The README has been updated for new syntax and updated benchmarks.

    • +

  • bcpImport and bcpExport gain a bcpOptions argument that allows the user to include any options from the CLI. See documentation for formatting and specification.

    • +

  • The connections arguments for bcpImport and bcpExport have been deprecated–server, database, username, password, trustedconnection. Use makeConnectArgs for the connectargs argument which adds Azure AD authentication and the option to disregard the trust server certificate.

    • +

  • The “DBI” dependency has been dropped and all SQL Server queries are run using bcp or sqlcmd.

    • +

  • mapDataTypes is a convenience function to determine SQL Server data type conversions. The defaults attempt to determine the smallest type size for each column.

    • +

  • createTable, dropTable, and checkTableExists have been added for internals and convenience. The primary purpose would be to define an empty table with user-defined types that bcpImport could append to.

    • +

  • logicals no longer need to be converted from FALSE/TRUE to 0/1 before importing in-memory data.

    • +

  • The argument azure was added to bcpImport and bcpExport for Azure Active Directory authentication. This only works for username and password authentication.

    • + + +
    +

    bcputility 0.3.0

    • bcpImport now returns the output of system2 for all specifications of stderr and stdout

    • added documentation for using schema and DBI::Id is now supported

    • trusted connections are now compatible with newer sql server drivers as the default for all drivers is now trusted_connection='yes'

    • user name and passwords are now quoted with shQuote so special characters are handled across platforms

    • added check to see if bcp program can be found

    -
    -

    bcputility 0.2.02021-08-06

    +
    +

    bcputility 0.2.0

    • set the path to the bcp utility with the bcputility.bcp.path option

    • added links to source code, bug reports, and documentation site

    • rowterminator and fieldterminator are no passed to data.table::fwrite if data is in memory

    • Added support for geometry/geography data import for ‘sf’ objects

    -
    -

    bcputility 0.1.02021-07-13

    +
    +

    bcputility 0.1.0

    • Added a NEWS.md file to track changes to the package.
    • Added bcpImport to import data to SQL Server
    • Added bcpExport to export data from SQL Server
      • +
    +
    @@ -86,7 +102,7 @@

    bcputility 0.1
    -

    Site built with pkgdown 2.0.4.

    +

    Site built with pkgdown 2.0.7.

    diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml index 4e455bd..5069e38 100644 --- a/docs/pkgdown.yml +++ b/docs/pkgdown.yml @@ -1,9 +1,6 @@ -pandoc: '2.18' -pkgdown: 2.0.4 +pandoc: 2.19.2 +pkgdown: 2.0.7 pkgdown_sha: ~ articles: {} -last_built: 2022-10-27T22:33Z -urls: - reference: https://bcputility.roh.engineering/reference - article: https://bcputility.roh.engineering/articles +last_built: 2023-01-15T15:09Z diff --git a/docs/reference/SQLServerCLIVersions.html b/docs/reference/SQLServerCLIVersions.html new file mode 100644 index 0000000..69af34c --- /dev/null +++ b/docs/reference/SQLServerCLIVersions.html @@ -0,0 +1,91 @@ + +Check bcp and sqlcmd versions — SQLServerCLIVersions • bcputility + + +
    +
    + + + +
    +
    +
    +

    Check bcp and sqlcmd versions

    + Source: R/bcp.R + +
    + +
    +

    Check bcp and sqlcmd versions

    +
    + +
    + 
    bcpVersion(...)
+
+sqlcmdVersion(...)
    +
    + +
    +

    Arguments

    +
    ...
    +

    arguments to pass system2

    + +
    + +
    + +
    + + +
    + + + + + + + + diff --git a/docs/reference/bcpExport.html b/docs/reference/bcpExport.html index 31b29fd..8a2b793 100644 --- a/docs/reference/bcpExport.html +++ b/docs/reference/bcpExport.html @@ -1,6 +1,6 @@ Export data from SQL Server — bcpExport • bcputility @@ -18,7 +18,7 @@ bcputility - 0.3.1 + 0.4.0 @@ -55,21 +55,16 @@

    Export data from SQL Server

    - 
    bcpExport(
-  file,
-  server,
-  database,
-  table,
-  query,
-  trustedconnection = TRUE,
-  username,
-  password,
-  fieldterminator = "\t",
-  rowterminator = ifelse(.Platform$OS.type == "windows", "\r\n", "\n"),
-  datatypes = c("char", "nchar"),
-  azure = FALSE,
-  ...
-)
    + 
    bcpExport(
+  file,
+  connectargs,
+  table,
+  query,
+  fieldterminator = "\t",
+  rowterminator = ifelse(.Platform$OS.type == "windows", "\r\n", "\n"),
+  bcpOptions = list("-c", "-b", 1000, "-a", 4096, "-m", 10),
+  ...
+)
    @@ -78,12 +73,8 @@

    Arguments

    output file name

    -
    server
    -

    the instance of SQL Server to which to connect

    - - -
    database
    -

    Specifies the database to connect to

    +
    connectargs
    +

    named list of connection arguments. See makeConnectArgs.

    table
    @@ -95,18 +86,6 @@

    Arguments

    table is specified.

    -
    trustedconnection
    -

    use integrated security, username and password are not required

    - - -
    username
    -

    login ID

    - - -
    password
    -

    password for login ID

    - -
    fieldterminator

    character separator for columns

    @@ -115,15 +94,8 @@

    Arguments

    character separator for rows--new lines

    -
    datatypes
    -

    the format of datatypes, -char performs the operation using a character data type, -nchar performs the bulk copy operation using Unicode characters

    - - -
    azure
    -

    use Azure Active Directory authentication, does not work with integrated -authentication

    +
    bcpOptions
    +

    list of additional options to pass to the bcp utility. See details.

    ...
    @@ -137,20 +109,18 @@

    Value

    No return value. Operations from bcp are printed to console; see ... to redirect output

    - -
    -

    Examples

    - 
    if (FALSE) {
-bcpExport('myfile.tsv',
-          server = server,
-          database = database,
-          table = 'mytable',
-          fieldterminator = '|',
-          stdout = FALSE,
-          datatypes = 'char')
-}
-
    +
    +

    Details

    +

    The bcpOptions allows the user to include additional arguments for the +call to system2. Please refer to +https://learn.microsoft.com/en-us/sql/tools/bcp-utility. +The default options are set +to the defaults for bcp CLI. -b refers to +number of rows to write at a time; 10,000 to 50,000 is a +starting recommendation. -a refers to size of packets to be sent in +bytes. -e refers to the maximum number of errors before failure.

    +
    -

    Site built with pkgdown 2.0.4.

    +

    Site built with pkgdown 2.0.7.

    diff --git a/docs/reference/bcpImport.html b/docs/reference/bcpImport.html index 82fb1af..a81ddc0 100644 --- a/docs/reference/bcpImport.html +++ b/docs/reference/bcpImport.html @@ -1,5 +1,6 @@ -Import data to SQL Server — bcpImport • bcputilityImport data to SQL Server — bcpImport • bcputility @@ -17,7 +18,7 @@ bcputility - 0.3.1 + 0.4.0 @@ -49,30 +50,22 @@

    Import data to SQL Server

    -

    A wrapper for a system call to the bcp utility which bulk inserts to SQL Server.

    +

    A wrapper for a system call to the bcp utility which bulk inserts to SQL +Server.

    - 
    bcpImport(
-  x,
-  server,
-  database,
-  table,
-  driver = "SQL Server",
-  maxerrors = 10,
-  batchsize = 1000,
-  packetsize = 4096,
-  regional = FALSE,
-  trustedconnection = TRUE,
-  username,
-  password,
-  fieldterminator = "\t",
-  rowterminator = ifelse(.Platform$OS.type == "windows", "\r\n", "\n"),
-  overwrite = FALSE,
-  spatialtype = c("geometry", "geography"),
-  azure = FALSE,
-  ...
-)
    + 
    bcpImport(
+  x,
+  connectargs,
+  table,
+  fieldterminator = "\t",
+  rowterminator = ifelse(.Platform$OS.type == "windows", "\r\n", "\n"),
+  overwrite = FALSE,
+  spatialtype = c("geometry", "geography"),
+  bcpOptions = list("-b", 1000, "-a", 4096, "-m", 10),
+  ...
+)
    @@ -81,52 +74,14 @@

    Arguments

    dataframe object or path to file

    -
    server
    -

    the instance of SQL Server to which to connect

    - - -
    database
    -

    specifies the database to connect to

    +
    connectargs
    +

    named list of connection arguments. See makeConnectArgs.

    table
    -

    Name of the source table when exporting from SQL Server. For specifying the -schema in the table name see DBI::SQL or DBI::Id.

    - - -
    driver
    -

    name of driver for ODBC connection

    - - -
    maxerrors
    -

    maximum number of errors allowed

    - - -
    batchsize
    -

    number of rows to write at a time; 10,000 to 50,000 is a -starting recommendation

    - - -
    packetsize
    -

    size of packets to be sent

    - - -
    regional
    -

    Specifies that currency, date, and time data is bulk copied into SQL Server -using the regional format defined for the locale setting of the client -computer

    - - -
    trustedconnection
    -

    use integrated security, username and password are not required

    - - -
    username
    -

    login ID

    - - -
    password
    -

    password for login ID

    +

    Name of the source table when importing from SQL Server. For specifying the +schema in the table name see <schema>.<table> and if not specified the +default is "dbo".

    fieldterminator
    @@ -142,13 +97,13 @@

    Arguments

    spatialtype
    -

    spatial data type for schema https://docs.microsoft.com/en-us/sql/relational-databases/spatial/spatial-data-types-overview, +

    spatial data type for schema +https://docs.microsoft.com/en-us/sql/relational-databases/spatial/spatial-data-types-overview, ignored if x is not an 'sf' object

    -
    azure
    -

    use Azure Active Directory authentication, does not work with integrated -authentication.

    +
    bcpOptions
    +

    list of additional options to pass to the 'bcp' utility. See details.

    ...
    @@ -176,26 +131,18 @@

    Details

    The EPSG code is automatically read from the sf object and used as the SRID.

    To override the default path to the bcp command line utility, set the -bcputility.bcp.path option.

    +bcputility.bcp.path option. +To override the default path to the sqlcmd command line utility, set the +bcputility.sqlcmd.path option.

    +

    The bcpOptions allows the user to include additional arguments for the +call to system2. Please refer to +https://learn.microsoft.com/en-us/sql/tools/bcp-utility. +The default options are set to the defaults for bcp CLI. -b +refers to number of rows to write at a time; 10,000 to 50,000 is a +starting recommendation. -a refers to size of packets to be sent in +bytes. -e refers to the maximum number of errors before failure.

    -
    -

    Examples

    - 
    if (FALSE) {
-set.seed(33)
-x <- data.frame(
-  w = rpois(10, 10),
-  x = rnorm(10),
-  y = sample(LETTERS, 10),
-  z = Sys.time()
-)
-bcpImport(x,
-          server = server,
-          database = database,
-          table = 'mytable')
-}
-
    -
    -

    Site built with pkgdown 2.0.4.

    +

    Site built with pkgdown 2.0.7.

    diff --git a/docs/reference/createTable.html b/docs/reference/createTable.html new file mode 100644 index 0000000..6831243 --- /dev/null +++ b/docs/reference/createTable.html @@ -0,0 +1,115 @@ + +Create or drop table — createTable • bcputility + + +
    +
    + + + +
    +
    +
    +

    Create or drop table

    + Source: R/bcp.R + +
    + +
    +

    Create or drop table

    +
    + +
    + 
    createTable(connectargs, table, coltypes, ...)
+
+dropTable(connectargs, table, ...)
+
+checkTableExists(connectargs, table)
    +
    + +
    +

    Arguments

    +
    connectargs
    +

    named list of connection arguments. See makeConnectArgs.

    + + +
    table
    +

    Name of the source table when importing from SQL Server. For specifying the +schema in the table name see <schema>.<table> and if not specified the +default is "dbo".

    + + +
    coltypes
    +

    character vector of data types with the column names as list/vector names. +Use mapDataTypes or refer to for proper format.

    + + +
    ...
    +

    arguments to pass to system2

    + +
    +
    +

    Value

    + + +

    No return value. Operations from bcp are printed to console; see +... to redirect output

    +
    + +
    + +
    + + +
    + + + + + + + + diff --git a/docs/reference/figures/benchmarks.png b/docs/reference/figures/benchmarks.png index 97d2bd842b2041b13d9cba870ebcc6e8792b8276..6ad2028b5216dca5a40e244b854faa8231ee143f 100644 GIT binary patch literal 68844 zcmeFZby!vF+b%jy5F`vj5D-N=1QBTvkq+qwX+*jkRLTI9?(P<(%RrFsE{REZH~X2O zzwg`UI)9yizP+#OjJ4LarqeOUc*pxb?-TcZKjYnVDPb%OA`Aoqfh8&;D2qU#c_0uM zzM-FoZ`ArWmf?Swb;N}Q5htjB;;Yhv;F~KJA}ZDh1T!1zzjKi@0(TIII|xz1C-M%_ zizANe@>|EdYi$pjJ?`E~Jpbkmrm>OIhfZ1RU){2K5s}5p#*s!UBhFdoB}nU7U+WH6K$!5ex`nNk@fFK z{%aKR|1R_X&N-~VUq8Qi#pv%xkGmrL7yf>}`Q-ojOLyP9a^;F@j$&5N@p==}wttGI z!(2+(SG={&&BflFp>Ss1>XYMx%1Ul$9~I`HhOZ_A1@)xP%`Gi0_4S6ktK-}L=mtj-U@V3GcyTA<OGzEirNw#TCJFiN&+whh!Lit^MGOWKtkA`n zP9dsW_wlpvjmM^gn_dK(vjc@`X=#Ro2&himmS%@J}t z;|kQw%reL1cklkFudk;xgT4`X!QXnAaU+bo5ao50Y}(AiJZ+;`_1!b9jC4ZFwXY>f)LH0e0Afr1p=iI&G> zU>QaBf+tNZ`J|MPl)wZZ?@@B zv3d1gs{ZF!@U`2~{*$+t%gV|wUAk0tv^@k%gI8>Qux$!vZrqbu?RvoWvNQRq4>p+3 zyMTZ^3h&|JVe^_JyKf%nNKcQqm$6hU9W3{>&pTCV@(RMT6}{^7#wHoeRw?}c7VTuS 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    All functions

    +

    bcpExport()

    + +

    Export data from SQL Server

    +

    bcpImport()

    Import data to SQL Server

    -

    bcpExport()

    +

    createTable() dropTable() checkTableExists()

    -

    Export data from SQL Server

    +

    Create or drop table

    + +

    mapDataTypes() varChar() varBinary() int()

    + +

    Determine SQL Server data types from data frame. Follows SQL Server +data type size constraints and chooses the smallest data type size.

    + +

    makeConnectArgs()

    + +

    Create a named list of connection arguments to translate to bcp and +sqlcmd options

    + +

    bcpVersion() sqlcmdVersion()

    + +

    Check bcp and sqlcmd versions

    diff --git a/docs/reference/makeConnectArgs.html b/docs/reference/makeConnectArgs.html new file mode 100644 index 0000000..1a3d93b --- /dev/null +++ b/docs/reference/makeConnectArgs.html @@ -0,0 +1,133 @@ + +Create a named list of connection arguments to translate to bcp and +sqlcmd options — makeConnectArgs • bcputility + + +
    +
    + + + +
    +
    +
    +

    Create a named list of connection arguments to translate to bcp and +sqlcmd options

    + Source: R/bcp.R + +
    + +
    +

    Create a named list of connection arguments to translate to bcp and +sqlcmd options

    +
    + +
    + 
    makeConnectArgs(
+  server,
+  database,
+  username,
+  password,
+  trustedconnection = TRUE,
+  trustservercert = FALSE,
+  azure = FALSE
+)
    +
    + +
    +

    Arguments

    +
    server
    +

    the instance of SQL Server to which to connect

    + + +
    database
    +

    specifies the database to connect to

    + + +
    username
    +

    login ID

    + + +
    password
    +

    password for login ID

    + + +
    trustedconnection
    +

    use integrated security, username and password are not required

    + + +
    trustservercert
    +

    trust the server certificate

    + + +
    azure
    +

    use Azure Active Directory authentication, does not work with integrated +authentication.

    + +
    +
    +

    Value

    + + +

    a list with connection arguments

    +
    + +
    + +
    + + +
    + + + + + + + + diff --git a/docs/reference/mapDataTypes.html b/docs/reference/mapDataTypes.html new file mode 100644 index 0000000..cddaeb4 --- /dev/null +++ b/docs/reference/mapDataTypes.html @@ -0,0 +1,129 @@ + +Determine SQL Server data types from data frame. Follows SQL Server +data type size constraints and chooses the smallest data type size. — mapDataTypes • bcputility + + +
    +
    + + + +
    +
    +
    +

    Determine SQL Server data types from data frame. Follows SQL Server +data type size constraints and chooses the smallest data type size.

    + Source: R/bcp.R + +
    + +
    +

    Determine SQL Server data types from data frame. Follows SQL Server +data type size constraints and chooses the smallest data type size.

    +
    + +
    + 
    mapDataTypes(x, coltypes)
+
+varChar(x)
+
+varBinary(x)
+
+int(x)
    +
    + +
    +

    Arguments

    +
    x
    +

    data.frame object

    + + +
    coltypes
    +

    vector with names of columns to override the default data type mapping

    + +
    +
    +

    Value

    + + +

    character vector with names of columns

    +
    + +
    +

    Examples

    + 
    
+mapDataTypes(data.frame(
+  int = 1:5L,
+  numeric = seq(0, 1, length.out = 5),
+  character = LETTERS[1:5],
+  factor = paste(LETTERS[1:5], LETTERS[1:5], sep = ''),
+  logical = c(TRUE, FALSE, TRUE, FALSE, TRUE),
+  date = seq(Sys.Date() - 4, Sys.Date(), 1L),
+  datetime = seq(Sys.time() - 5, Sys.time(), length.out = 5)
+  )
+)
+#>          int      numeric    character       factor      logical         date 
+#>    "TINYINT"      "FLOAT" "VARCHAR(1)" "VARCHAR(2)"        "BIT"       "DATE" 
+#>     datetime 
+#>   "DATETIME" 
+
    +
    +
    + +
    + + +
    + + + + + + + + diff --git a/docs/sitemap.xml b/docs/sitemap.xml index 3e9af89..8960988 100644 --- a/docs/sitemap.xml +++ b/docs/sitemap.xml @@ -1,30 +1,45 @@ - https://bcputility.roh.engineering/index.html + /reference/index.html - https://bcputility.roh.engineering/LICENSE.html + /reference/bcpImport.html - https://bcputility.roh.engineering/authors.html + /reference/bcpExport.html - https://bcputility.roh.engineering/LICENSE-text.html + /reference/createTable.html - https://bcputility.roh.engineering/404.html + /reference/mapDataTypes.html - https://bcputility.roh.engineering/reference/bcpExport.html + /reference/makeConnectArgs.html - https://bcputility.roh.engineering/reference/bcpImport.html + /reference/SQLServerCLIVersions.html - https://bcputility.roh.engineering/reference/index.html + /news/index.html - https://bcputility.roh.engineering/news/index.html + /authors.html + + + /LICENSE-text.html + + + /LICENSE.html + + + /index.html + + + /404.html + + + /TODO.html diff --git a/man/SQLServerCLIVersions.Rd b/man/SQLServerCLIVersions.Rd new file mode 100644 index 0000000..6479b1e --- /dev/null +++ b/man/SQLServerCLIVersions.Rd @@ -0,0 +1,18 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/bcp.R +\name{SQLServerCLIVersions} +\alias{SQLServerCLIVersions} +\alias{bcpVersion} +\alias{sqlcmdVersion} +\title{Check bcp and sqlcmd versions} +\usage{ +bcpVersion(...) + +sqlcmdVersion(...) +} +\arguments{ +\item{...}{arguments to pass \link[base]{system2}} +} +\description{ +Check bcp and sqlcmd versions +} diff --git a/man/bcpExport.Rd b/man/bcpExport.Rd index 11cd201..d25da58 100644 --- a/man/bcpExport.Rd +++ b/man/bcpExport.Rd @@ -6,48 +6,30 @@ \usage{ bcpExport( file, - server, - database, + connectargs, table, query, - trustedconnection = TRUE, - username, - password, fieldterminator = "\\t", rowterminator = ifelse(.Platform$OS.type == "windows", "\\r\\n", "\\n"), - datatypes = c("char", "nchar"), - azure = FALSE, + bcpOptions = list("-c", "-b", 1000, "-a", 4096, "-m", 10), ... ) } \arguments{ \item{file}{output file name} -\item{server}{the instance of SQL Server to which to connect} - -\item{database}{Specifies the database to connect to} +\item{connectargs}{named list of connection arguments. See \link[bcputility]{makeConnectArgs}.} \item{table}{name of the source table when exporting from SQL Server} \item{query}{Transact-SQL query that returns a result set. Ignored if table is specified.} -\item{trustedconnection}{use integrated security, username and password are not required} - -\item{username}{login ID} - -\item{password}{password for login ID} - \item{fieldterminator}{character separator for columns} \item{rowterminator}{character separator for rows--new lines} -\item{datatypes}{the format of datatypes, -char performs the operation using a character data type, -nchar performs the bulk copy operation using Unicode characters} - -\item{azure}{use Azure Active Directory authentication, does not work with integrated -authentication} +\item{bcpOptions}{list of additional options to pass to the \code{bcp} utility. See details.} \item{...}{arguments to pass \link[base]{system2}} } @@ -59,14 +41,13 @@ No return value. Operations from bcp are printed to console; see A wrapper for a system call to the bcp utility which writes a SQL Server table or query (T-SQL) to a file. } -\examples{ -\dontrun{ -bcpExport('myfile.tsv', - server = server, - database = database, - table = 'mytable', - fieldterminator = '|', - stdout = FALSE, - datatypes = 'char') -} +\details{ +The \code{bcpOptions} allows the user to include additional arguments for the +call to \code{system2}. Please refer to +\url{https://learn.microsoft.com/en-us/sql/tools/bcp-utility}. +The default options are set +to the defaults for \code{bcp} CLI. \code{-b} refers to +number of rows to write at a time; 10,000 to 50,000 is a +starting recommendation. \code{-a} refers to size of packets to be sent in +bytes. \code{-e} refers to the maximum number of errors before failure. } diff --git a/man/bcpImport.Rd b/man/bcpImport.Rd index 3af650a..6db405f 100644 --- a/man/bcpImport.Rd +++ b/man/bcpImport.Rd @@ -6,53 +6,24 @@ \usage{ bcpImport( x, - server, - database, + connectargs, table, - driver = "SQL Server", - maxerrors = 10, - batchsize = 1000, - packetsize = 4096, - regional = FALSE, - trustedconnection = TRUE, - username, - password, fieldterminator = "\\t", rowterminator = ifelse(.Platform$OS.type == "windows", "\\r\\n", "\\n"), overwrite = FALSE, spatialtype = c("geometry", "geography"), - azure = FALSE, + bcpOptions = list("-b", 1000, "-a", 4096, "-m", 10), ... ) } \arguments{ \item{x}{dataframe object or path to file} -\item{server}{the instance of SQL Server to which to connect} +\item{connectargs}{named list of connection arguments. See \link[bcputility]{makeConnectArgs}.} -\item{database}{specifies the database to connect to} - -\item{table}{Name of the source table when exporting from SQL Server. For specifying the -schema in the table name see \code{DBI::SQL} or \code{DBI::Id}.} - -\item{driver}{name of driver for ODBC connection} - -\item{maxerrors}{maximum number of errors allowed} - -\item{batchsize}{number of rows to write at a time; 10,000 to 50,000 is a -starting recommendation} - -\item{packetsize}{size of packets to be sent} - -\item{regional}{Specifies that currency, date, and time data is bulk copied into SQL Server -using the regional format defined for the locale setting of the client -computer} - -\item{trustedconnection}{use integrated security, username and password are not required} - -\item{username}{login ID} - -\item{password}{password for login ID} +\item{table}{Name of the source table when importing from SQL Server. For specifying the +schema in the table name see \code{.} and if not specified the +default is "dbo".} \item{fieldterminator}{character separator for columns} @@ -60,11 +31,11 @@ computer} \item{overwrite}{Whether to overwrite the table if it exists} -\item{spatialtype}{spatial data type for schema \url{https://docs.microsoft.com/en-us/sql/relational-databases/spatial/spatial-data-types-overview}, +\item{spatialtype}{spatial data type for schema +\url{https://docs.microsoft.com/en-us/sql/relational-databases/spatial/spatial-data-types-overview}, ignored if \code{x} is not an 'sf' object} -\item{azure}{use Azure Active Directory authentication, does not work with integrated -authentication.} +\item{bcpOptions}{list of additional options to pass to the 'bcp' utility. See details.} \item{...}{arguments to pass to \link[base]{system2}} } @@ -72,7 +43,8 @@ authentication.} Output from \code{system2}. See \code{...} to redirect output. } \description{ -A wrapper for a system call to the bcp utility which bulk inserts to SQL Server. +A wrapper for a system call to the bcp utility which bulk inserts to SQL +Server. } \details{ If x is a dataframe object, \code{data.table::fwrite} is used to write the @@ -92,19 +64,14 @@ SRID. To override the default path to the bcp command line utility, set the \code{bcputility.bcp.path} option. -} -\examples{ -\dontrun{ -set.seed(33) -x <- data.frame( - w = rpois(10, 10), - x = rnorm(10), - y = sample(LETTERS, 10), - z = Sys.time() -) -bcpImport(x, - server = server, - database = database, - table = 'mytable') -} +To override the default path to the sqlcmd command line utility, set the +\code{bcputility.sqlcmd.path} option. + +The \code{bcpOptions} allows the user to include additional arguments for the +call to \code{system2}. Please refer to +\url{https://learn.microsoft.com/en-us/sql/tools/bcp-utility}. +The default options are set to the defaults for \code{bcp} CLI. \code{-b} +refers to number of rows to write at a time; 10,000 to 50,000 is a +starting recommendation. \code{-a} refers to size of packets to be sent in +bytes. \code{-e} refers to the maximum number of errors before failure. } diff --git a/man/createTable.Rd b/man/createTable.Rd new file mode 100644 index 0000000..570b0b9 --- /dev/null +++ b/man/createTable.Rd @@ -0,0 +1,33 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/bcp.R +\name{createTable} +\alias{createTable} +\alias{dropTable} +\alias{checkTableExists} +\title{Create or drop table} +\usage{ +createTable(connectargs, table, coltypes, ...) + +dropTable(connectargs, table, ...) + +checkTableExists(connectargs, table) +} +\arguments{ +\item{connectargs}{named list of connection arguments. See \link[bcputility]{makeConnectArgs}.} + +\item{table}{Name of the source table when importing from SQL Server. For specifying the +schema in the table name see \code{.
    } and if not specified the +default is "dbo".} + +\item{coltypes}{character vector of data types with the column names as list/vector names. +Use \link[bcputility]{mapDataTypes} or refer to for proper format.} + +\item{...}{arguments to pass to \link[base]{system2}} +} +\value{ +No return value. 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+sqlcmd options} +\usage{ +makeConnectArgs( + server, + database, + username, + password, + trustedconnection = TRUE, + trustservercert = FALSE, + azure = FALSE +) +} +\arguments{ +\item{server}{the instance of SQL Server to which to connect} + +\item{database}{specifies the database to connect to} + +\item{username}{login ID} + +\item{password}{password for login ID} + +\item{trustedconnection}{use integrated security, username and password are not required} + +\item{trustservercert}{trust the server certificate} + +\item{azure}{use Azure Active Directory authentication, does not work with integrated +authentication.} +} +\value{ +a list with connection arguments +} +\description{ +Create a named list of connection arguments to translate to bcp and +sqlcmd options +} diff --git a/man/mapDataTypes.Rd b/man/mapDataTypes.Rd new file mode 100644 index 0000000..5fbd4f1 --- /dev/null +++ b/man/mapDataTypes.Rd @@ -0,0 +1,43 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/bcp.R +\name{mapDataTypes} +\alias{mapDataTypes} +\alias{varChar} +\alias{varBinary} +\alias{int} +\title{Determine SQL Server data types from data frame. Follows SQL Server +data type size constraints and chooses the smallest data type size.} +\usage{ +mapDataTypes(x, coltypes) + +varChar(x) + +varBinary(x) + +int(x) +} +\arguments{ +\item{x}{data.frame object} + +\item{coltypes}{vector with names of columns to override the default data type mapping} +} +\value{ +character vector with names of columns +} +\description{ +Determine SQL Server data types from data frame. Follows SQL Server +data type size constraints and chooses the smallest data type size. +} +\examples{ + +mapDataTypes(data.frame( + int = 1:5L, + numeric = seq(0, 1, length.out = 5), + character = LETTERS[1:5], + factor = paste(LETTERS[1:5], LETTERS[1:5], sep = ''), + logical = c(TRUE, FALSE, TRUE, FALSE, TRUE), + date = seq(Sys.Date() - 4, Sys.Date(), 1L), + datetime = seq(Sys.time() - 5, Sys.time(), length.out = 5) + ) +) +} diff --git a/tests/a-init-db.R b/tests/a-init-db.R new file mode 100644 index 0000000..6838cf8 --- /dev/null +++ b/tests/a-init-db.R @@ -0,0 +1,53 @@ +library(bcputility) +init <- FALSE +if (!identical(Sys.getenv("NOT_CRAN"), "true") && isTRUE(init)) { + # set up connnect args + server <- Sys.getenv("MSSQL_SERVER") + database <- Sys.getenv('MSSQL_DB') + connectArgs <- makeConnectArgs(server = server, database = database) + # create sample datasets + set.seed(11) + n <- 100000 + importTable <- data.frame( + int = sample(x = seq(1L, 10000L, 1L), size = n, replace = TRUE), + numeric = sample(x = seq(0, 1, length.out = n / 100), size = n, + replace = TRUE), + character = sample(x = state.abb, size = n, replace = TRUE), + factor = sample(x = factor(x = month.abb, levels = month.abb), + size = n, replace = TRUE), + #logical = sample(x = c(TRUE, FALSE), size = n, replace = TRUE), + date = sample(x = seq(as.Date('2022-01-01'), as.Date('2022-12-31'), + by = 'days'), size = n, replace = TRUE), + datetime = sample(x = seq(as.POSIXct('2022-01-01 00:00:00'), + as.POSIXct('2022-12-31 23:59:59'), by = 'min'), size = n, replace = TRUE) + ) + exportTable <- importTable[seq(1L, 10000L, 1L), ] + sfTable <- sf::st_read(system.file(package = 'sf', 'gpkg/nc.gpkg'), + quiet = TRUE) + sfTable <- sfTable[sample.int(nrow(sfTable), 10000, replace = TRUE),] + # create init datasets for testing against + bcpImport(x = importTable, connectargs = connectArgs, + table = 'importTableInit', overwrite = TRUE, stdout = FALSE) + bcpImport(x = exportTable, connectargs = connectArgs, + table = 'exportTableInit', overwrite = TRUE, stdout = FALSE) + bcpExport(file = 'inst/benchmarks/exportTableInit.csv', + connectargs = connectArgs, table = 'exportTableInit', fieldterminator = ',', + stdout = FALSE + ) + query <- 'SELECT * FROM [dbo].[exportTableInit] WHERE int < 1000' + bcpExport(file = 'inst/benchmarks/queryTableInit.csv', + connectargs = connectArgs, query = query, fieldterminator = ',', + stdout = FALSE + ) + bcpImport(x = sfTable, connectargs = connectArgs, table = 'sfTableGeomInit', + overwrite = TRUE, stdout = FALSE) + bcpImport(x = sfTable, connectargs = connectArgs, table = 'sfTableGeogInit', + overwrite = TRUE, stdout = FALSE, spatialtype = 'geography') + sqlcmdArgs <- append(bcputility:::mapConnectArgs(connectargs = connectArgs, + utility = 'sqlcmd'), values = list('-Q', + shQuote("IF NOT EXISTS (SELECT * FROM sys.schemas WHERE name = 'test') + BEGIN + EXEC('CREATE SCHEMA test;') + END"))) + system2(command = bcputility:::findUtility('sqlcmd'), args = sqlcmdArgs) +} diff --git a/tests/b-import-db.R b/tests/b-import-db.R new file mode 100644 index 0000000..5972f7d --- /dev/null +++ b/tests/b-import-db.R @@ -0,0 +1,229 @@ +library(bcputility) +testLocal <- TRUE +if (!identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { + tryDropTable <- function(connectargs, table) { + if (checkTableExists(connectargs, table)) { + dropTable(connectargs, table) + } + } + testImport <- function(connectargs) { + # clean up on exit + on.exit( + expr = tryDropTable(connectargs = connectArgs, 'importTable1000'), + add = TRUE + ) + on.exit( + expr = tryDropTable(connectargs = connectArgs, 'importTable10000'), + add = TRUE + ) + on.exit( + expr = tryDropTable(connectargs = connectArgs, 'sfTableGeom'), + add = TRUE + ) + on.exit( + expr = tryDropTable(connectargs = connectArgs, 'sfTableGeog'), + add = TRUE + ) + on.exit( + expr = tryDropTable(connectargs = connectArgs, 'importTableLogin'), + add = TRUE + ) + on.exit( + expr = tryDropTable(connectargs = connectArgs, 'test.importTable'), + add = TRUE + ) + on.exit( + expr = tryDropTable(connectargs = connectArgs, 'test.sfTable'), + add = TRUE + ) + # create sample datasets + set.seed(11) + n <- 100000 + importTable <- data.frame( + int = sample(x = seq(1L, 10000L, 1L), size = n, replace = TRUE), + numeric = sample(x = seq(0, 1, length.out = n/100), size = n, + replace = TRUE), + character = sample(x = state.abb, size = n, replace = TRUE), + factor = sample(x = factor(x = month.abb, levels = month.abb), + size = n, replace = TRUE), + #logical = sample(x = c(TRUE, FALSE), size = n, replace = TRUE), + date = sample(x = seq(as.Date('2022-01-01'), as.Date('2022-12-31'), + by = 'days'), size = n, replace = TRUE), + datetime = sample(x = seq(as.POSIXct('2022-01-01 00:00:00'), + as.POSIXct('2022-12-31 23:59:59'), by = 'min'), size = n, replace = TRUE) + ) + sfTable <- sf::st_read(system.file(package = 'sf', 'gpkg/nc.gpkg'), + quiet = TRUE) + sfTable <- sfTable[sample.int(nrow(sfTable), 10000, replace = TRUE),] + # bcpImport 1000 + bcpImport( + importTable, + connectargs = connectArgs, + table = '[importTable1000]', + overwrite = TRUE, + stdout = FALSE + ) |> + identical(0L) |> + stopifnot() + bcputility:::readTable(connectargs = connectArgs, table = 'importTable1000') |> + identical(bcputility:::readTable(connectargs = connectArgs, table = 'importTableInit')) |> + stopifnot() + # bcpImport 10000 + bcpImport( + importTable, + connectargs = connectArgs, + table = '[importTable10000]', + overwrite = TRUE, + stdout = FALSE, + bcpOptions = list( + '-b', 10000, + '-a', 4096 + ) + ) |> + identical(0L) |> + stopifnot() + bcputility:::readTable(connectargs = connectArgs, table = 'importTable10000') |> + identical(bcputility:::readTable(connectargs = connectArgs, table = 'importTableInit')) |> + stopifnot() + # bcpImportGeometry + bcpImport( + sfTable, + connectargs = connectArgs, + table = 'sfTableGeom', + overwrite = TRUE, + stdout = FALSE + ) |> + identical(0L) |> + stopifnot() + bcputility:::readTable(connectargs = connectArgs, table = 'sfTableGeom') |> + identical(bcputility:::readTable(connectargs = connectArgs, table = 'sfTableGeomInit')) |> + stopifnot() + # bcpImportGeography + bcpImport( + sfTable, + connectargs = connectArgs, + table = 'sfTableGeog', + overwrite = TRUE, + stdout = FALSE, + spatialtype = 'geography' + ) |> + identical(0L) |> + stopifnot() + bcputility:::readTable(connectargs = connectArgs, table = 'sfTableGeog') |> + identical(bcputility:::readTable(connectargs = connectArgs, table = 'sfTableGeogInit')) |> + stopifnot() + # test sql login + loginConnectArgs <- makeConnectArgs(server = server, database = database, + username = Sys.getenv('MSSQL_UID'), password = Sys.getenv('MSSQL_PWD')) + bcpImport( + importTable, + connectargs = connectArgs, + table = '[importTableLogin]', + overwrite = TRUE, + stdout = FALSE + ) |> + identical(0L) |> + stopifnot() + bcputility:::readTable(connectargs = connectArgs, table = 'importTableLogin') |> + identical(bcputility:::readTable(connectargs = connectArgs, table = 'importTableInit')) |> + stopifnot() + # bcpImport schema + bcpImport( + importTable, + connectargs = connectArgs, + table = 'test.[importTable]', + overwrite = TRUE, + stdout = FALSE + ) |> + identical(0L) |> + stopifnot() + bcputility:::readTable(connectargs = connectArgs, table = 'test.importTable') |> + identical(bcputility:::readTable(connectargs = connectArgs, table = 'importTableInit')) |> + stopifnot() + # test return output + # fail no capture + bcpImport( + importTable[1:10000, rev(seq_len(ncol(importTable)))], + connectargs = connectArgs, + table = '[test].importTable', + overwrite = FALSE, + stdout = FALSE + ) |> + identical(1L) |> + stopifnot() + # pass with capture + bcpImport( + importTable[1:10000, ], + connectargs = connectArgs, + table = '[test].importTable', + overwrite = TRUE, + stdout = TRUE, + stderr = TRUE + ) |> + attr('status') |> + is.null() |> + stopifnot() + # fail with capture + bcpImport( + importTable[1:10000, rev(seq_len(ncol(importTable)))], + connectargs = connectArgs, + table = '[test].importTable', + overwrite = FALSE, + stdout = TRUE, + stderr = TRUE + ) |> + attr('status') |> + identical(1L) |> + stopifnot() + # test return output sf + # pass no capture + bcpImport( + sfTable, + connectargs = connectArgs, + table = '[test].sfTable', + overwrite = TRUE, + stdout = FALSE + ) |> + identical(0L) |> + stopifnot() + # fail no capture + bcpImport( + sfTable, + connectargs = connectArgs, + table = '[test].sfTable', + overwrite = FALSE, + stdout = FALSE + ) |> + identical(1L) |> + stopifnot() + # pass with capture + bcpImport( + sfTable, + connectargs = connectArgs, + table = '[test].sfTable', + overwrite = TRUE, + stdout = TRUE, + stderr = TRUE + ) |> + attr('status') |> + is.null() |> + stopifnot() + # fail with capture + bcpImport( + sfTable, + connectargs = connectArgs, + table = '[test].sfTable', + overwrite = FALSE, + stdout = TRUE, + stderr = TRUE + ) |> + attr('status') |> + identical(1L) |> + stopifnot() + } + # set up connnect args + server <- Sys.getenv('MSSQL_SERVER') + database <- Sys.getenv('MSSQL_DB') + connectArgs <- makeConnectArgs(server = server, database = database) + testImport(connectargs = connectArgs) +} diff --git a/tests/c-export-db.R b/tests/c-export-db.R new file mode 100644 index 0000000..f33782e --- /dev/null +++ b/tests/c-export-db.R @@ -0,0 +1,78 @@ +library(bcputility) +testLocal <- TRUE +if (!identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { + testExport <- function(connectargs) { + on.exit( + expr = file.remove( + c( + 'inst/benchmarks/queryTable.csv', + 'inst/benchmarks/queryTableNchar.csv', + 'inst/benchmarks/exportTableChar.csv', + 'inst/benchmarks/exportTableNchar.csv')) |> + invisible() |> + suppressWarnings(), + add = TRUE) + # bcpExportChar + bcpExport( + 'inst/benchmarks/exportTableChar.csv', + connectargs = connectArgs, + table = 'exportTableInit', + fieldterminator = ',', + stdout = FALSE + ) |> + identical(0L) |> + stopifnot() + # bcpExportNchar + bcpExport( + 'inst/benchmarks/exportTableNchar.csv', + connectargs = connectArgs, + table = 'exportTableInit', + fieldterminator = ',', + stdout = FALSE, + bcpOptions = list( + '-w', + '-b', 1000, + '-a', 4096, + '-e', 10 + ) + ) |> + identical(0L) |> + stopifnot() + data.table::fread('inst/benchmarks/exportTableChar.csv') |> + identical(data.table::fread('inst/benchmarks/exportTableInit.csv')) |> + stopifnot() + # test query export + query <- 'SELECT * FROM [dbo].[exportTableInit] WHERE int < 1000' + # bcpExportChar + bcpExport(file = 'inst/benchmarks/queryTable.csv', + connectargs = connectArgs, query = query, fieldterminator = ',', + stdout = FALSE + ) |> + identical(0L) |> + stopifnot() + # bcpExportQueryNchar + bcpExport( + 'inst/benchmarks/queryTableNchar.csv', + connectargs = connectArgs, + query = query, + fieldterminator = ',', + stdout = FALSE, + bcpOptions = list( + '-w', + '-b', 1000, + '-a', 4096, + '-e', 10 + ) + ) |> + identical(0L) |> + stopifnot() + data.table::fread('inst/benchmarks/queryTable.csv') |> + identical(data.table::fread('inst/benchmarks/queryTableInit.csv')) |> + stopifnot() + } + # set up connnect args + server <- Sys.getenv('MSSQL_SERVER') + database <- Sys.getenv('MSSQL_DB') + connectArgs <- makeConnectArgs(server = server, database = database) + testExport(connectargs = connectArgs) +} diff --git a/tests/d-types.R b/tests/d-types.R new file mode 100644 index 0000000..c8888f4 --- /dev/null +++ b/tests/d-types.R @@ -0,0 +1,42 @@ +library(bcputility) +# test map data types +testTypeMapping <- function() { + mapDataTypes(data.frame( + int = 1:5L, + numeric = seq(0, 1, length.out = 5), + character = LETTERS[1:5], + factor = paste(LETTERS[1:5], LETTERS[1:5], sep = ''), + logical = c(TRUE, FALSE, TRUE, FALSE, TRUE), + date = seq(Sys.Date() - 4, Sys.Date(), 1L), + datetime = seq(Sys.time() - 5, Sys.time(), length.out = 5) + ) + ) |> + identical( + c(int = "TINYINT", numeric = "FLOAT", character = "VARCHAR(1)", + factor = "VARCHAR(2)", logical = "BIT", date = "DATE", + datetime = "DATETIME")) |> + stopifnot() + # test varChar + (varChar(paste(rep('A', 1), collapse = '')) == 'VARCHAR(1)') |> + stopifnot() + (varChar(paste(rep('A', 8001), collapse = '')) == 'VARCHAR(MAX)') |> + stopifnot() + (varChar(NA_character_) == 'VARCHAR(1)') |> + stopifnot() + # test varBinary + (varBinary(blob::as_blob(raw(length = 1))) == 'VARBINARY(1)') |> + stopifnot() + (varBinary(blob::as_blob(raw(length = 8001))) == 'VARBINARY(MAX)') |> + stopifnot() + (varBinary(blob::as_blob(NA)) == 'VARBINARY(0)') |> + stopifnot() + (int(2) == 'TINYINT') |> + stopifnot() + (int(2^8) == 'SMALLINT') |> + stopifnot() + (int(2^15) == 'INTEGER') |> + stopifnot() + (int(2^31) == 'BIGINT') |> + stopifnot() +} +testTypeMapping() From ba9d66ec5dd9b3cf22e808b40da3d4209bcf815a Mon Sep 17 00:00:00 2001 From: Thomas Roh Date: Sun, 15 Jan 2023 09:26:00 -0800 Subject: [PATCH 2/7] updating readme and tests for cran compliance --- README.md | 4 ++-- docs/index.html | 2 +- docs/pkgdown.yml | 2 +- docs/sitemap.xml | 3 --- tests/a-init-db.R | 2 +- tests/b-import-db.R | 2 +- tests/c-export-db.R | 2 +- 7 files changed, 7 insertions(+), 10 deletions(-) diff --git a/README.md b/README.md index 2194830..e32841a 100644 --- a/README.md +++ b/README.md @@ -10,10 +10,10 @@ **bcputility** is a wrapper for the command line utility program from SQL Server -that does bulk imports/exports. The package assumes that [bcp](https://docs.microsoft.com/en-us/sql/tools/bcp-utility?view=sql-server-ver15) +that does bulk imports/exports. The package assumes that [bcp](https://docs.microsoft.com/en-us/sql/tools/bcp-utility) is already installed and is on the system search path. For large inserts to SQL Server over an ODBC connection (e.g. with the -"[DBI](https://db.rstudio.com/dbi/)" package), writes can take a very long time as +"[DBI](https://dbi.r-dbi.org/)" package), writes can take a very long time as each row generates an individual insert statement. The bcp Utility greatly improves performance of large writes by using bulk inserts. diff --git a/docs/index.html b/docs/index.html index a55aa98..c3ab272 100644 --- a/docs/index.html +++ b/docs/index.html @@ -78,7 +78,7 @@ -

    bcputility is a wrapper for the command line utility program from SQL Server that does bulk imports/exports. The package assumes that bcp is already installed and is on the system search path. For large inserts to SQL Server over an ODBC connection (e.g. with the “DBI” package), writes can take a very long time as each row generates an individual insert statement. The bcp Utility greatly improves performance of large writes by using bulk inserts.

    +

    bcputility is a wrapper for the command line utility program from SQL Server that does bulk imports/exports. The package assumes that bcp is already installed and is on the system search path. For large inserts to SQL Server over an ODBC connection (e.g. with the “DBI” package), writes can take a very long time as each row generates an individual insert statement. The bcp Utility greatly improves performance of large writes by using bulk inserts.

    An export function is provided for convenience, but likely will not significantly improve performance over other methods.

    Installation diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml index 5069e38..60a710f 100644 --- a/docs/pkgdown.yml +++ b/docs/pkgdown.yml @@ -2,5 +2,5 @@ pandoc: 2.19.2 pkgdown: 2.0.7 pkgdown_sha: ~ articles: {} -last_built: 2023-01-15T15:09Z +last_built: 2023-01-15T17:18Z diff --git a/docs/sitemap.xml b/docs/sitemap.xml index 8960988..f7bf88d 100644 --- a/docs/sitemap.xml +++ b/docs/sitemap.xml @@ -39,7 +39,4 @@ /404.html - - /TODO.html - diff --git a/tests/a-init-db.R b/tests/a-init-db.R index 6838cf8..9fb36fd 100644 --- a/tests/a-init-db.R +++ b/tests/a-init-db.R @@ -1,6 +1,6 @@ library(bcputility) init <- FALSE -if (!identical(Sys.getenv("NOT_CRAN"), "true") && isTRUE(init)) { +if (identical(Sys.getenv("NOT_CRAN"), "true") && isTRUE(init)) { # set up connnect args server <- Sys.getenv("MSSQL_SERVER") database <- Sys.getenv('MSSQL_DB') diff --git a/tests/b-import-db.R b/tests/b-import-db.R index 5972f7d..d200db1 100644 --- a/tests/b-import-db.R +++ b/tests/b-import-db.R @@ -1,6 +1,6 @@ library(bcputility) testLocal <- TRUE -if (!identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { +if (identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { tryDropTable <- function(connectargs, table) { if (checkTableExists(connectargs, table)) { dropTable(connectargs, table) diff --git a/tests/c-export-db.R b/tests/c-export-db.R index f33782e..3987711 100644 --- a/tests/c-export-db.R +++ b/tests/c-export-db.R @@ -1,6 +1,6 @@ library(bcputility) testLocal <- TRUE -if (!identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { +if (identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { testExport <- function(connectargs) { on.exit( expr = file.remove( From 24e93de9ee8688d72c1912239c29e4c9825d94fc Mon Sep 17 00:00:00 2001 From: Thomas Roh Date: Mon, 16 Jan 2023 13:57:47 -0800 Subject: [PATCH 3/7] updating tests --- .lintr | 3 +- R/sysdata.rda | Bin 0 -> 115459 bytes tests/a-init-db.R | 126 +++++++++++++++++++++++++++----------------- tests/b-import-db.R | 39 +++++++++----- tests/c-export-db.R | 33 ++++++------ 5 files changed, 120 insertions(+), 81 deletions(-) create mode 100644 R/sysdata.rda diff --git a/.lintr b/.lintr index 725fd27..b0a3f24 100644 --- a/.lintr +++ b/.lintr @@ -5,6 +5,5 @@ linters: linters_with_defaults( ) encoding: "UTF-8" exclusions: list( - "inst/", - "tests/" + "inst/" ) diff --git a/R/sysdata.rda b/R/sysdata.rda new file mode 100644 index 0000000000000000000000000000000000000000..789ec2903d27e6e0be58d1b3c08efe731f9aa8e5 GIT binary patch literal 115459 zcmagFQ;;q^&@KFowa2z?&+M^nYmaT)wr$(CZQHi3^M3!ucXR60-?`|OWTjSDQb~1R zL{QU=lTko}Oi6=*wU-X~;lua$|IhX_Zvz4@_H>(YKZo5~$5hmT2;R!d{&FSu6Ex{XKzofO)hddT~=+5^8XhK5I@j=4*EazUkm_>{}25K0ATFeJOAVD zUc0AX0sA*MZ*xGg-g`hJpY6A z%)BzoPOmdd`%e`1)wWdTb^G$vMDM>IHXCEzbfC5L+RhE`)?p@QYvFCHT&_*bi^qwf z6?T1gpsVNT&MSNiHuGh6R5reAM>d=e+tMpnh!xv5*RB23Z1)yVQ_c-%rb72NdH1&T ztNo>1ZFYGJvrSG1cVv}ypm$F!p{{gLFlf_U&L9_W@Y*J9-OgZYiJ)Mvbm*qjq?mWe 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z$@6huCQ`NESCi#Hhu3a;dTmK=Dl!8H_=gx)6x05#6Za^nFh>ddttU=EiCkJ(09syz z4ysHN0wfd_Vh(Zla;O%dYEpaiMg||DJ~I>;%%%V!7atv<@P0D0O#~qTgC&7t9I+Yp zLL}d>V0NqS$D7D{LWijbu2qG$Zo6Bvc<>3#oGD%LrhyNFH LML1B9Fg3p}_hSOV literal 0 HcmV?d00001 diff --git a/tests/a-init-db.R b/tests/a-init-db.R index 9fb36fd..ea2a6c3 100644 --- a/tests/a-init-db.R +++ b/tests/a-init-db.R @@ -1,53 +1,85 @@ library(bcputility) -init <- FALSE -if (identical(Sys.getenv("NOT_CRAN"), "true") && isTRUE(init)) { +# DEVELOPERS ONLY +# This is provided as a convenience to set up a testing environment for those +# who wish to modify. This only needs to be run once for setting up the +# required tables and schema in a SQL Server instance. Set the environment +# variables MSSQL_SERVER and MSSQL_DB or modify the `makeConnectArgs` function +# below. It is best to `source` this file from the package home directory. + +# Writes the data to SQL Server if TRUES +initDB <- FALSE +# This should never need to be TRUE as the internall R data is already contained +# in the package. +initRData <- FALSE +if (identical(Sys.getenv("NOT_CRAN"), "true")) { + initTestData <- function(connectargs, initDB = initDB, + initRData = initRData) { + # create sample datasets + set.seed(11) + n <- 100000 + importTable <- data.frame( + int = sample(x = seq(1L, 10000L, 1L), size = n, replace = TRUE), + numeric = sample(x = seq(0, 1, length.out = n / 100), size = n, + replace = TRUE), + character = sample(x = state.abb, size = n, replace = TRUE), + factor = sample(x = factor(x = month.abb, levels = month.abb), + size = n, replace = TRUE), + logical = sample(x = c(TRUE, FALSE), size = n, replace = TRUE), + date = sample(x = seq(as.Date('2022-01-01'), as.Date('2022-12-31'), + by = 'days'), size = n, replace = TRUE), + datetime = sample(x = seq(as.POSIXct('2022-01-01 00:00:00'), + as.POSIXct('2022-12-31 23:59:59'), by = 'min'), size = n, + replace = TRUE) + ) + exportTable <- importTable[seq(1L, 10000L, 1L), ] + sfTable <- sf::st_read(system.file(package = 'sf', 'gpkg/nc.gpkg'), + quiet = TRUE) + sfTable <- sfTable[sample.int(nrow(sfTable), 10000, replace = TRUE), ] + if (isTRUE(initDB)) { + # create init datasets for testing against + bcpImport(x = importTable, connectargs = connectArgs, + table = 'importTableInit', overwrite = TRUE, stdout = FALSE) + bcpImport(x = exportTable, connectargs = connectArgs, + table = 'exportTableInit', overwrite = TRUE, stdout = FALSE) + # write spatial data + bcpImport(x = sfTable, connectargs = connectArgs, + table = 'sfTableGeomInit', overwrite = TRUE, stdout = FALSE) + bcpImport(x = sfTable, connectargs = connectArgs, + table = 'sfTableGeogInit', overwrite = TRUE, stdout = FALSE, + spatialtype = 'geography') + # create "test" schema + sqlcmdArgs <- append( + bcputility:::mapConnectArgs(connectargs = connectArgs, + utility = 'sqlcmd'), values = list('-Q', + shQuote("IF NOT EXISTS (SELECT * FROM sys.schemas WHERE name = 'test') + BEGIN + EXEC('CREATE SCHEMA test;') + END"))) + system2(command = bcputility:::findUtility('sqlcmd'), args = sqlcmdArgs) + } + if (isTRUE(initDB)) { + # create internal data + exportTableFile <- tempfile('exportTableInit', fileext = '.csv') + bcpExport(file = exportTableFile, connectargs = connectArgs, + table = 'exportTableInit', fieldterminator = ',', + stdout = FALSE + ) + .exportTableInit <- data.table::fread(exportTableFile) + queryTableFile <- tempfile('queryTableInit', fileext = '.csv') + query <- 'SELECT * FROM [dbo].[exportTableInit] WHERE int < 1000' + bcpExport(file = queryTableFile, connectargs = connectArgs, query = query, + fieldterminator = ',', stdout = FALSE + ) + .queryTableInit <- data.table::fread(queryTableFile) + save(.exportTableInit, .queryTableInit, + file = '../bcputility/R/sysdata.rda', + compress = 'bzip2') + } + } # set up connnect args server <- Sys.getenv("MSSQL_SERVER") database <- Sys.getenv('MSSQL_DB') connectArgs <- makeConnectArgs(server = server, database = database) - # create sample datasets - set.seed(11) - n <- 100000 - importTable <- data.frame( - int = sample(x = seq(1L, 10000L, 1L), size = n, replace = TRUE), - numeric = sample(x = seq(0, 1, length.out = n / 100), size = n, - replace = TRUE), - character = sample(x = state.abb, size = n, replace = TRUE), - factor = sample(x = factor(x = month.abb, levels = month.abb), - size = n, replace = TRUE), - #logical = sample(x = c(TRUE, FALSE), size = n, replace = TRUE), - date = sample(x = seq(as.Date('2022-01-01'), as.Date('2022-12-31'), - by = 'days'), size = n, replace = TRUE), - datetime = sample(x = seq(as.POSIXct('2022-01-01 00:00:00'), - as.POSIXct('2022-12-31 23:59:59'), by = 'min'), size = n, replace = TRUE) - ) - exportTable <- importTable[seq(1L, 10000L, 1L), ] - sfTable <- sf::st_read(system.file(package = 'sf', 'gpkg/nc.gpkg'), - quiet = TRUE) - sfTable <- sfTable[sample.int(nrow(sfTable), 10000, replace = TRUE),] - # create init datasets for testing against - bcpImport(x = importTable, connectargs = connectArgs, - table = 'importTableInit', overwrite = TRUE, stdout = FALSE) - bcpImport(x = exportTable, connectargs = connectArgs, - table = 'exportTableInit', overwrite = TRUE, stdout = FALSE) - bcpExport(file = 'inst/benchmarks/exportTableInit.csv', - connectargs = connectArgs, table = 'exportTableInit', fieldterminator = ',', - stdout = FALSE - ) - query <- 'SELECT * FROM [dbo].[exportTableInit] WHERE int < 1000' - bcpExport(file = 'inst/benchmarks/queryTableInit.csv', - connectargs = connectArgs, query = query, fieldterminator = ',', - stdout = FALSE - ) - bcpImport(x = sfTable, connectargs = connectArgs, table = 'sfTableGeomInit', - overwrite = TRUE, stdout = FALSE) - bcpImport(x = sfTable, connectargs = connectArgs, table = 'sfTableGeogInit', - overwrite = TRUE, stdout = FALSE, spatialtype = 'geography') - sqlcmdArgs <- append(bcputility:::mapConnectArgs(connectargs = connectArgs, - utility = 'sqlcmd'), values = list('-Q', - shQuote("IF NOT EXISTS (SELECT * FROM sys.schemas WHERE name = 'test') - BEGIN - EXEC('CREATE SCHEMA test;') - END"))) - system2(command = bcputility:::findUtility('sqlcmd'), args = sqlcmdArgs) + initTestData(connectargs = connectArgs, initDB = initDB, + initRData = initRData) } diff --git a/tests/b-import-db.R b/tests/b-import-db.R index d200db1..4d172ef 100644 --- a/tests/b-import-db.R +++ b/tests/b-import-db.R @@ -41,20 +41,21 @@ if (identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { n <- 100000 importTable <- data.frame( int = sample(x = seq(1L, 10000L, 1L), size = n, replace = TRUE), - numeric = sample(x = seq(0, 1, length.out = n/100), size = n, + numeric = sample(x = seq(0, 1, length.out = n / 100), size = n, replace = TRUE), character = sample(x = state.abb, size = n, replace = TRUE), factor = sample(x = factor(x = month.abb, levels = month.abb), size = n, replace = TRUE), - #logical = sample(x = c(TRUE, FALSE), size = n, replace = TRUE), + logical = sample(x = c(TRUE, FALSE), size = n, replace = TRUE), date = sample(x = seq(as.Date('2022-01-01'), as.Date('2022-12-31'), by = 'days'), size = n, replace = TRUE), datetime = sample(x = seq(as.POSIXct('2022-01-01 00:00:00'), - as.POSIXct('2022-12-31 23:59:59'), by = 'min'), size = n, replace = TRUE) + as.POSIXct('2022-12-31 23:59:59'), by = 'min'), size = n, + replace = TRUE) ) sfTable <- sf::st_read(system.file(package = 'sf', 'gpkg/nc.gpkg'), quiet = TRUE) - sfTable <- sfTable[sample.int(nrow(sfTable), 10000, replace = TRUE),] + sfTable <- sfTable[sample.int(nrow(sfTable), 10000, replace = TRUE), ] # bcpImport 1000 bcpImport( importTable, @@ -65,8 +66,10 @@ if (identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { ) |> identical(0L) |> stopifnot() - bcputility:::readTable(connectargs = connectArgs, table = 'importTable1000') |> - identical(bcputility:::readTable(connectargs = connectArgs, table = 'importTableInit')) |> + bcputility:::readTable(connectargs = connectArgs, + table = 'importTable1000') |> + identical(bcputility:::readTable(connectargs = connectArgs, + table = 'importTableInit')) |> stopifnot() # bcpImport 10000 bcpImport( @@ -82,8 +85,10 @@ if (identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { ) |> identical(0L) |> stopifnot() - bcputility:::readTable(connectargs = connectArgs, table = 'importTable10000') |> - identical(bcputility:::readTable(connectargs = connectArgs, table = 'importTableInit')) |> + bcputility:::readTable(connectargs = connectArgs, + table = 'importTable10000') |> + identical(bcputility:::readTable(connectargs = connectArgs, + table = 'importTableInit')) |> stopifnot() # bcpImportGeometry bcpImport( @@ -96,7 +101,8 @@ if (identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { identical(0L) |> stopifnot() bcputility:::readTable(connectargs = connectArgs, table = 'sfTableGeom') |> - identical(bcputility:::readTable(connectargs = connectArgs, table = 'sfTableGeomInit')) |> + identical(bcputility:::readTable(connectargs = connectArgs, + table = 'sfTableGeomInit')) |> stopifnot() # bcpImportGeography bcpImport( @@ -110,7 +116,8 @@ if (identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { identical(0L) |> stopifnot() bcputility:::readTable(connectargs = connectArgs, table = 'sfTableGeog') |> - identical(bcputility:::readTable(connectargs = connectArgs, table = 'sfTableGeogInit')) |> + identical(bcputility:::readTable(connectargs = connectArgs, + table = 'sfTableGeogInit')) |> stopifnot() # test sql login loginConnectArgs <- makeConnectArgs(server = server, database = database, @@ -124,8 +131,10 @@ if (identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { ) |> identical(0L) |> stopifnot() - bcputility:::readTable(connectargs = connectArgs, table = 'importTableLogin') |> - identical(bcputility:::readTable(connectargs = connectArgs, table = 'importTableInit')) |> + bcputility:::readTable(connectargs = connectArgs, + table = 'importTableLogin') |> + identical(bcputility:::readTable(connectargs = connectArgs, + table = 'importTableInit')) |> stopifnot() # bcpImport schema bcpImport( @@ -137,8 +146,10 @@ if (identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { ) |> identical(0L) |> stopifnot() - bcputility:::readTable(connectargs = connectArgs, table = 'test.importTable') |> - identical(bcputility:::readTable(connectargs = connectArgs, table = 'importTableInit')) |> + bcputility:::readTable(connectargs = connectArgs, + table = 'test.importTable') |> + identical(bcputility:::readTable(connectargs = connectArgs, + table = 'importTableInit')) |> stopifnot() # test return output # fail no capture diff --git a/tests/c-export-db.R b/tests/c-export-db.R index 3987711..d466726 100644 --- a/tests/c-export-db.R +++ b/tests/c-export-db.R @@ -3,18 +3,15 @@ testLocal <- TRUE if (identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { testExport <- function(connectargs) { on.exit( - expr = file.remove( - c( - 'inst/benchmarks/queryTable.csv', - 'inst/benchmarks/queryTableNchar.csv', - 'inst/benchmarks/exportTableChar.csv', - 'inst/benchmarks/exportTableNchar.csv')) |> - invisible() |> - suppressWarnings(), + expr = file.remove(tmpFiles) |> + invisible() |> + suppressWarnings(), add = TRUE) + tmpFiles <- tempfile(c('exportTableChar', 'exportTableNChar', + 'queryTableChar', 'queryTableNChar'), fileext = '.csv') # bcpExportChar bcpExport( - 'inst/benchmarks/exportTableChar.csv', + tmpFiles[1], connectargs = connectArgs, table = 'exportTableInit', fieldterminator = ',', @@ -24,7 +21,7 @@ if (identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { stopifnot() # bcpExportNchar bcpExport( - 'inst/benchmarks/exportTableNchar.csv', + tmpFiles[2], connectargs = connectArgs, table = 'exportTableInit', fieldterminator = ',', @@ -33,18 +30,18 @@ if (identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { '-w', '-b', 1000, '-a', 4096, - '-e', 10 + '-m', 0 ) ) |> identical(0L) |> stopifnot() - data.table::fread('inst/benchmarks/exportTableChar.csv') |> - identical(data.table::fread('inst/benchmarks/exportTableInit.csv')) |> + data.table::fread(tmpFiles[1]) |> + identical(data.table::data.table(bcputility:::.exportTableInit)) |> stopifnot() # test query export query <- 'SELECT * FROM [dbo].[exportTableInit] WHERE int < 1000' # bcpExportChar - bcpExport(file = 'inst/benchmarks/queryTable.csv', + bcpExport(file = tmpFiles[3], connectargs = connectArgs, query = query, fieldterminator = ',', stdout = FALSE ) |> @@ -52,7 +49,7 @@ if (identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { stopifnot() # bcpExportQueryNchar bcpExport( - 'inst/benchmarks/queryTableNchar.csv', + tmpFiles[4], connectargs = connectArgs, query = query, fieldterminator = ',', @@ -61,13 +58,13 @@ if (identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { '-w', '-b', 1000, '-a', 4096, - '-e', 10 + '-m', 0 ) ) |> identical(0L) |> stopifnot() - data.table::fread('inst/benchmarks/queryTable.csv') |> - identical(data.table::fread('inst/benchmarks/queryTableInit.csv')) |> + data.table::fread(tmpFiles[3]) |> + identical(data.table::data.table(bcputility:::.queryTableInit)) |> stopifnot() } # set up connnect args From 14a8403771f3e62d8a0766b144c26f2ba614c30a Mon Sep 17 00:00:00 2001 From: Thomas Roh Date: Mon, 16 Jan 2023 14:01:35 -0800 Subject: [PATCH 4/7] updat pkg yml --- docs/pkgdown.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml index 60a710f..d684c57 100644 --- a/docs/pkgdown.yml +++ b/docs/pkgdown.yml @@ -2,5 +2,5 @@ pandoc: 2.19.2 pkgdown: 2.0.7 pkgdown_sha: ~ articles: {} -last_built: 2023-01-15T17:18Z +last_built: 2023-01-16T21:59Z From 1b2eb968fddffe17878b876d4780d34a3918e293 Mon Sep 17 00:00:00 2001 From: Thomas Roh Date: Mon, 16 Jan 2023 14:13:03 -0800 Subject: [PATCH 5/7] adding depends for R version --- DESCRIPTION | 1 + docs/pkgdown.yml | 2 +- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 224cf21..105320e 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -8,6 +8,7 @@ License: MIT + file LICENSE Encoding: UTF-8 RoxygenNote: 7.2.2 SystemRequirements: bcp Utility +Depends: R (>= 3.5.0) Imports: data.table, sf, methods Suggests: blob URL: https://bcputility.roh.engineering, https://github.com/tomroh/bcputility diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml index d684c57..8ccf7b4 100644 --- a/docs/pkgdown.yml +++ b/docs/pkgdown.yml @@ -2,5 +2,5 @@ pandoc: 2.19.2 pkgdown: 2.0.7 pkgdown_sha: ~ articles: {} -last_built: 2023-01-16T21:59Z +last_built: 2023-01-16T22:12Z From 790116e17bd83e712331fba130beab28db896765 Mon Sep 17 00:00:00 2001 From: Thomas Roh Date: Mon, 16 Jan 2023 14:21:44 -0800 Subject: [PATCH 6/7] turn off local testing --- tests/b-import-db.R | 2 +- tests/c-export-db.R | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/b-import-db.R b/tests/b-import-db.R index 4d172ef..71d55be 100644 --- a/tests/b-import-db.R +++ b/tests/b-import-db.R @@ -1,5 +1,5 @@ library(bcputility) -testLocal <- TRUE +testLocal <- FALSE if (identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { tryDropTable <- function(connectargs, table) { if (checkTableExists(connectargs, table)) { diff --git a/tests/c-export-db.R b/tests/c-export-db.R index d466726..cbd9392 100644 --- a/tests/c-export-db.R +++ b/tests/c-export-db.R @@ -1,5 +1,5 @@ library(bcputility) -testLocal <- TRUE +testLocal <- FALSE if (identical(Sys.getenv('NOT_CRAN'), 'true') && isTRUE(testLocal)) { testExport <- function(connectargs) { on.exit( From 112c142c88502e1fce89651cef8e2fd9198939a0 Mon Sep 17 00:00:00 2001 From: Thomas Roh Date: Mon, 16 Jan 2023 14:29:17 -0800 Subject: [PATCH 7/7] updating site --- NEWS.md | 2 +- docs/news/index.html | 21 ++++++++------------- docs/pkgdown.yml | 2 +- 3 files changed, 10 insertions(+), 15 deletions(-) diff --git a/NEWS.md b/NEWS.md index c28785e..4d69d84 100644 --- a/NEWS.md +++ b/NEWS.md @@ -6,7 +6,7 @@ * Added `bcpVersion` and `sqlcmdVersion` to check versions. * Specify tables without schema strictly as a character vector of size 1 e.g. -".

    • ". The schema and table will be quoted although special +```".
    "```. The schema and table will be quoted although special characters are not recommended except for "_". * Tests have been added that can run against a local instance of SQL Server. diff --git a/docs/news/index.html b/docs/news/index.html index c652985..e46fd7f 100644 --- a/docs/news/index.html +++ b/docs/news/index.html @@ -51,9 +51,7 @@

    Changelog

    bcputility 0.4.0

    • Override/set path to sqlcmd with options(bcputility.sqlcmd.path = "<path-to-sqlcmd>")

    • Added bcpVersion and sqlcmdVersion to check versions.

      • -
    • -

      Specify tables without schema strictly as a character vector of size 1 e.g. “.

      -

    “. The schema and table will be quoted although special characters are not recommended except for”_“.

    +

  • Specify tables without schema strictly as a character vector of size 1 e.g. "<schema>.<table>". The schema and table will be quoted although special characters are not recommended except for “_“.

  • Tests have been added that can run against a local instance of SQL Server. These do not work without it as SQL Server is a client/server configuration.

  • The README has been updated for new syntax and updated benchmarks.

  • bcpImport and bcpExport gain a bcpOptions argument that allows the user to include any options from the CLI. See documentation for formatting and specification.

    • @@ -63,30 +61,27 @@

    bcputility 0.4

  • createTable, dropTable, and checkTableExists have been added for internals and convenience. The primary purpose would be to define an empty table with user-defined types that bcpImport could append to.

  • logicals no longer need to be converted from FALSE/TRUE to 0/1 before importing in-memory data.

  • The argument azure was added to bcpImport and bcpExport for Azure Active Directory authentication. This only works for username and password authentication.

    • - - -
    -

    bcputility 0.3.0

    +
    +
    +

    bcputility 0.3.02022-02-20

    • bcpImport now returns the output of system2 for all specifications of stderr and stdout

    • added documentation for using schema and DBI::Id is now supported

    • trusted connections are now compatible with newer sql server drivers as the default for all drivers is now trusted_connection='yes'

    • user name and passwords are now quoted with shQuote so special characters are handled across platforms

    • added check to see if bcp program can be found

    -
    -

    bcputility 0.2.0

    +
    +

    bcputility 0.2.02021-08-06

    • set the path to the bcp utility with the bcputility.bcp.path option

    • added links to source code, bug reports, and documentation site

    • rowterminator and fieldterminator are no passed to data.table::fwrite if data is in memory

    • Added support for geometry/geography data import for ‘sf’ objects

    -
    -

    bcputility 0.1.0

    +
    +

    bcputility 0.1.02021-07-13

    • Added a NEWS.md file to track changes to the package.
    • Added bcpImport to import data to SQL Server
    • Added bcpExport to export data from SQL Server
      • -
    -