RSQLite Manual
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Package ‘RSQLite’ June 19, 2017 Version 2.0 Date 2017-06-18 Title 'SQLite' Interface for R Description Embeds the 'SQLite' database engine in R and provides an interface compliant with the 'DBI' package. The source for the 'SQLite' engine (version 3.8.8.2) is included. Depends R (>= 3.1.0) Suggests DBItest, knitr, rmarkdown, testthat Imports bit64, blob (>= 1.1), DBI (>= 0.4-9), memoise, methods, pkgconfig, Rcpp (>= 0.12.7) LinkingTo Rcpp, BH, plogr Encoding UTF-8 License LGPL (>= 2) URL https://github.com/rstats-db/RSQLite BugReports https://github.com/rstats-db/RSQLite/issues Collate 'RcppExports.R' 'SQLiteConnection.R' 'SQLiteDriver.R' 'SQLiteResult.R' 'connect.R' 'copy.R' 'datasetsDb.R' 'deprecated.R' 'export.R' 'extensions.R' 'query.R' 'rownames.R' 'table.R' 'transactions.R' 'utils.R' 'zzz.R' VignetteBuilder knitr RoxygenNote 6.0.1 NeedsCompilation yes Author Kirill Müller [aut, cre], Hadley Wickham [aut], David A. James [aut], Seth Falcon [aut], SQLite Authors [ctb] (for the included SQLite sources), Liam Healy [ctb] (for the included SQLite sources), R Consortium [cph], RStudio [cph] 1 2 datasetsDb Maintainer Kirill MüllerRepository CRAN Date/Publication 2017-06-19 11:51:07 UTC R topics documented: datasetsDb . . . . . . . . . . . . . . . . . . . . . . . . . . . . dbReadTable,SQLiteConnection,character-method . . . . . . dbWriteTable,SQLiteConnection,character,data.frame-method initExtension . . . . . . . . . . . . . . . . . . . . . . . . . . rsqliteVersion . . . . . . . . . . . . . . . . . . . . . . . . . . SQLite . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . sqlite-transaction . . . . . . . . . . . . . . . . . . . . . . . . sqliteCopyDatabase . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 . 3 . 4 . 6 . 6 . 7 . 9 . 10 Index datasetsDb 12 A sample sqlite database Description This database is bundled with the package, and contains all data frames in the datasets package. Usage datasetsDb() Examples library(DBI) db <- RSQLite::datasetsDb() dbListTables(db) dbReadTable(db, "CO2") dbGetQuery(db, "SELECT * FROM CO2 WHERE conc < 100") dbDisconnect(db) dbReadTable,SQLiteConnection,character-method 3 dbReadTable,SQLiteConnection,character-method Read a database table Description Returns the contents of a database table given by name as a data frame. Usage ## S4 method for signature 'SQLiteConnection,character' dbReadTable(conn, name, ..., row.names = pkgconfig::get_config("RSQLite::row.names.table", FALSE), check.names = TRUE, select.cols = NULL) Arguments conn a SQLiteConnection object, produced by DBI::dbConnect() name a character string specifying a table name. SQLite table names are not case sensitive, e.g., table names ABC and abc are considered equal. ... Needed for compatibility with generic. Otherwise ignored. row.names Either TRUE, FALSE, NA or a string. If TRUE, always translate row names to a column called "row_names". If FALSE, never translate row names. If NA, translate rownames only if they’re a character vector. A string is equivalent to TRUE, but allows you to override the default name. For backward compatibility, NULL is equivalent to FALSE. check.names If TRUE, the default, column names will be converted to valid R identifiers. select.cols Deprecated, do not use. Details Note that the data frame returned by dbReadTable() only has primitive data, e.g., it does not coerce character data to factors. Value A data frame. See Also The corresponding generic function DBI::dbReadTable(). 4 dbWriteTable,SQLiteConnection,character,data.frame-method Examples library(DBI) db <- RSQLite::datasetsDb() dbReadTable(db, "mtcars") dbReadTable(db, "mtcars", row.names = FALSE) dbDisconnect(db) dbWriteTable,SQLiteConnection,character,data.frame-method Write a local data frame or file to the database Description Functions for writing data frames or delimiter-separated files to database tables. Usage ## S4 method for signature 'SQLiteConnection,character,data.frame' dbWriteTable(conn, name, value, ..., row.names = pkgconfig::get_config("RSQLite::row.names.table", FALSE), overwrite = FALSE, append = FALSE, field.types = NULL, temporary = FALSE) ## S4 method for signature 'SQLiteConnection,character,character' dbWriteTable(conn, name, value, ..., field.types = NULL, overwrite = FALSE, append = FALSE, header = TRUE, colClasses = NA, row.names = FALSE, nrows = 50, sep = ",", eol = "\n", skip = 0, temporary = FALSE) Arguments conn a SQLiteConnection object, produced by DBI::dbConnect() name a character string specifying a table name. SQLite table names are not case sensitive, e.g., table names ABC and abc are considered equal. value a data.frame (or coercible to data.frame) object or a file name (character). In the first case, the data.frame is written to a temporary file and then imported to SQLite; when value is a character, it is interpreted as a file name and its contents imported to SQLite. ... Needed for compatibility with generic. Otherwise ignored. row.names A logical specifying whether the row.names should be output to the output DBMS table; if TRUE, an extra field whose name will be whatever the R identifier "row.names" maps to the DBMS (see DBI::make.db.names()). If NA will add rows names if they are characters, otherwise will ignore. overwrite a logical specifying whether to overwrite an existing table or not. Its default is FALSE. dbWriteTable,SQLiteConnection,character,data.frame-method 5 append a logical specifying whether to append to an existing table in the DBMS. Its default is FALSE. field.types character vector of named SQL field types where the names are the names of new table’s columns. If missing, types inferred with DBI::dbDataType()). temporary a logical specifying whether the new table should be temporary. Its default is FALSE. header is a logical indicating whether the first data line (but see skip) has a header or not. If missing, it value is determined following read.table() convention, namely, it is set to TRUE if and only if the first row has one fewer field that the number of columns. colClasses Character vector of R type names, used to override defaults when imputing classes from on-disk file. nrows Number of rows to read to determine types. sep The field separator, defaults to ','. eol The end-of-line delimiter, defaults to '\n'. skip number of lines to skip before reading the data. Defaults to 0. Details In a primary key column qualified with AUTOINCREMENT, missing values will be assigned the next largest positive integer, while nonmissing elements/cells retain their value. If the autoincrement column exists in the data frame passed to the value argument, the NA elements are overwritten. Similarly, if the key column is not present in the data frame, all elements are automatically assigned a value. See Also The corresponding generic function DBI::dbWriteTable(). Examples con <- dbConnect(SQLite()) dbWriteTable(con, "mtcars", mtcars) dbReadTable(con, "mtcars") # A zero row data frame just creates a table definition. dbWriteTable(con, "mtcars2", mtcars[0, ]) dbReadTable(con, "mtcars2") dbDisconnect(con) 6 rsqliteVersion initExtension Add useful extension functions Description These extension functions are written by Liam Healy and made available through the SQLite website (http://www.sqlite.org/contrib). Usage initExtension(db) Arguments db A SQLiteConnection object to load these extensions into. Available extension functions Math functions acos, acosh, asin, asinh, atan, atan2, atanh, atn2, ceil, cos, cosh, cot, coth, degrees, difference, exp, floor, log, log10, pi, power, radians, sign, sin, sinh, sqrt, square, tan, tanh String functions charindex, leftstr, ltrim, padc, padl, padr, proper, replace, replicate, reverse, rightstr, rtrim, strfilter, trim Aggregate functions stdev, variance, mode, median, lower_quartile, upper_quartile Examples library(DBI) db <- RSQLite::datasetsDb() RSQLite::initExtension(db) dbGetQuery(db, "SELECT stdev(mpg) FROM mtcars") sd(mtcars$mpg) dbDisconnect(db) rsqliteVersion Description RSQLite version Usage rsqliteVersion() RSQLite version SQLite 7 Value A character vector containing header and library versions of RSQLite. Examples RSQLite::rsqliteVersion() SQLite Connect to an SQLite database Description Together, SQLite() and dbConnect() allow you to connect to a SQLite database file. See DBI::dbSendQuery() for how to issue queries and receive results. Usage SQLite(...) ## S4 method for signature 'SQLiteDriver' dbConnect(drv, dbname = "", ..., loadable.extensions = TRUE, cache_size = NULL, synchronous = "off", flags = SQLITE_RWC, vfs = NULL) ## S4 method for signature 'SQLiteConnection' dbConnect(drv, ...) ## S4 method for signature 'SQLiteConnection' dbDisconnect(conn, ...) Arguments ... In previous versions, SQLite() took arguments. These have now all been moved to dbConnect(), and any arguments here will be ignored with a warning. drv, conn An objected generated by SQLite(), or an existing SQLiteConnection. If an connection, the connection will be cloned. dbname The path to the database file. SQLite keeps each database instance in one single file. The name of the database is the file name, thus database names should be legal file names in the running platform. There are two exceptions: • "" will create a temporary on-disk database. The file will be deleted when the connection is closed. • ":memory:" or "file::memory:" will create a temporary in-memory database. loadable.extensions When TRUE (default) SQLite3 loadable extensions are enabled. Setting this value to FALSE prevents extensions from being loaded. 8 SQLite cache_size Advanced option. A positive integer to change the maximum number of disk pages that SQLite holds in memory (SQLite’s default is 2000 pages). See http: //www.sqlite.org/pragma.html#pragma_cache_size for details. synchronous Advanced options. Possible values for synchronous are "off" (the default), "normal", or "full". Users have reported significant speed ups using sychronous = "off", and the SQLite documentation itself implies considerable improved performance at the very modest risk of database corruption in the unlikely case of the operating system (not the R application) crashing. See http://www.sqlite.org/ pragma.html#pragma_synchronous for details. flags SQLITE_RWC: open the database in read/write mode and create the database file if it does not already exist; SQLITE_RW: open the database in read/write mode. Raise an error if the file does not already exist; SQLITE_RO: open the database in read only mode. Raise an error if the file does not already exist vfs Select the SQLite3 OS interface. See http://www.sqlite.org/vfs.html for details. Allowed values are "unix-posix", "unix-unix-afp", "unix-unix-flock", "unix-dotfile", and "unix-none". Details Connections are automatically cleaned-up after they’re deleted and reclaimed by the GC. You can use DBI::dbDisconnect() to terminate the connection early, but it will not actually close until all open result sets have been closed (and you’ll get a warning message to this effect). Value SQLite() returns an object of class SQLiteDriver. dbConnect() returns an object of class SQLiteConnection. See Also The corresponding generic functions DBI::dbConnect() and DBI::dbDisconnect(). Examples library(DBI) # Initialize a temporary in memory database and copy a data.frame into it con <- dbConnect(RSQLite::SQLite(), ":memory:") data(USArrests) dbWriteTable(con, "USArrests", USArrests) dbListTables(con) # Fetch all query results into a data frame: dbGetQuery(con, "SELECT * FROM USArrests") # Or do it in batches rs <- dbSendQuery(con, "SELECT * FROM USArrests") d1 <- dbFetch(rs, n = 10) # extract data in chunks of 10 rows dbHasCompleted(rs) d2 <- dbFetch(rs, n = -1) # extract all remaining data sqlite-transaction 9 dbHasCompleted(rs) dbClearResult(rs) # clean up dbDisconnect(con) sqlite-transaction SQLite transaction management Description By default, SQLite is in auto-commit mode. dbBegin() starts a SQLite transaction and turns autocommit off. dbCommit() and dbRollback() commit and rollback the transaction, respectively and turn auto-commit on. DBI::dbWithTransaction() is a convenient wrapper that makes sure that dbCommit() or dbRollback() is called. Usage ## S4 method for signature 'SQLiteConnection' dbBegin(conn, .name = NULL, ..., name = NULL) ## S4 method for signature 'SQLiteConnection' dbCommit(conn, .name = NULL, ..., name = NULL) ## S4 method for signature 'SQLiteConnection' dbRollback(conn, .name = NULL, ..., name = NULL) Arguments conn a SQLiteConnection object, produced by DBI::dbConnect() .name For backward compatibility, do not use. ... Needed for compatibility with generic. Otherwise ignored. name Supply a name to use a named savepoint. This allows you to nest multiple transaction See Also The corresponding generic functions DBI::dbBegin(), DBI::dbCommit(), and DBI::dbRollback(). Examples library(DBI) con <- dbConnect(SQLite(), ":memory:") dbWriteTable(con, "arrests", datasets::USArrests) dbGetQuery(con, "select count(*) from arrests") 10 sqliteCopyDatabase dbBegin(con) rs <- dbSendStatement(con, "DELETE from arrests WHERE Murder > 1") dbGetRowsAffected(rs) dbClearResult(rs) dbGetQuery(con, "select count(*) from arrests") dbRollback(con) dbGetQuery(con, "select count(*) from arrests")[1, ] dbBegin(con) rs <- dbSendStatement(con, "DELETE FROM arrests WHERE Murder > 5") dbClearResult(rs) dbCommit(con) dbGetQuery(con, "SELECT count(*) FROM arrests")[1, ] # Named savepoints can be nested -------------------------------------------dbBegin(con, name = "a") dbBegin(con, name = "b") dbRollback(con, name = "b") dbCommit(con, name = "a") dbDisconnect(con) sqliteCopyDatabase Copy a SQLite database Description Copies a database connection to a file or to another database connection. It can be used to save an in-memory database (created using dbname = ":memory:" or dbname = "file::memory:") to a file or to create an in-memory database a copy of another database. Usage sqliteCopyDatabase(from, to) Arguments from A SQLiteConnection object. The main database in from will be copied to to. to A SQLiteConnection object pointing to an empty database. Author(s) Seth Falcon References http://www.sqlite.org/backup.html sqliteCopyDatabase Examples library(DBI) # Copy the built in databaseDb() to an in-memory database con <- dbConnect(RSQLite::SQLite(), ":memory:") dbListTables(con) db <- RSQLite::datasetsDb() RSQLite::sqliteCopyDatabase(db, con) dbDisconnect(db) dbListTables(con) dbDisconnect(con) 11 Index datasetsDb, 2 SQLite(), 7 dbBegin,SQLiteConnection-method sqlite-transaction, 9 (sqlite-transaction), 9 SQLITE_RO (SQLite), 7 dbCommit,SQLiteConnection-method SQLITE_RW (SQLite), 7 (sqlite-transaction), 9 SQLITE_RWC (SQLite), 7 dbConnect(), 7 SQLiteConnection, 3, 4, 6–9 dbConnect,SQLiteConnection-method sqliteCopyDatabase, 10 (SQLite), 7 SQLiteDriver, 8 dbConnect,SQLiteDriver-method (SQLite), 7 dbDisconnect,SQLiteConnection-method (SQLite), 7 DBI::dbBegin(), 9 DBI::dbCommit(), 9 DBI::dbConnect(), 3, 4, 8, 9 DBI::dbDataType(), 5 DBI::dbDisconnect(), 8 DBI::dbReadTable(), 3 DBI::dbRollback(), 9 DBI::dbSendQuery(), 7 DBI::dbWithTransaction(), 9 DBI::dbWriteTable(), 5 DBI::make.db.names(), 4 dbReadTable,SQLiteConnection,character-method, 3 dbRollback,SQLiteConnection-method (sqlite-transaction), 9 dbWriteTable,SQLiteConnection,character,character-method (dbWriteTable,SQLiteConnection,character,data.frame-method), 4 dbWriteTable,SQLiteConnection,character,data.frame-method, 4 initExtension, 6 read.table(), 5 RSQLite (SQLite), 7 RSQLite-package (SQLite), 7 rsqliteVersion, 6 SQLite, 7 12
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