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sqliteutils's Introduction

sqliteutils

Lifecycle: experimental CRAN status

A tool for working with SQLite databases. SQLite has some idiosyncrasies and limitations that impose some hurdles to the R developer. For instance, SQLite doesn’t have a date type and sqliteutils has some functions to deal with that

Installation

You can install the released version of sqliteutils from CRAN with:

install.packages("sqliteutils")

Example

SQLIte does not have a date type. When you insert dates in a SQLIte table using DBI::dbWriteTable(), for instance, they are converted to a numeric value.

Using slu_date_to_r() you can convert the value back to the original date.

library(sqliteutils)

data <- data.frame(date = c(as.Date("2021-09-18"), as.Date("2021-09-19"))
con <- DBI::dbConnect(RSQLite::SQLite(), ":memory:")
DBI::dbWriteTable(conn = con, name = "dates", value = data )
data_from_bd <- DBI::dbReadTable(conn = con, name = "dates")
original_date <- slu_date_to_r(data_from_bd$date)
DBI::dbDisconnect(con)

print(original_date)

Using slu_date_to_sqlite() you can make the inverse: convert a date to the number SQLite would store it if we called DBI::dbWriteTable()

con <- DBI::dbConnect(RSQLite::SQLite(), ":memory:")
data <- data.frame(
  date = c(as.Date("2021-09-19"), as.Date("2021-09-20"))
)
DBI::dbWriteTable(conn = con, name = "dates", value = data )
data_from_bd <- dplyr::tbl(src = con, "dates") %>%  dplyr::collect()
data_with_sqlite_dates <- data %>%
dplyr::mutate(
  date = slu_date_to_sqlite(date)
)
DBI::dbDisconnect(con)

print(data_from_bd)
print(data_with_sqlite_dates)

sqliteutils's People

Contributors

crotman avatar

Stargazers

 avatar Letícia Sampaio Drummond Valladares avatar Pìnei avatar Ricardo Bohadana Martins avatar  avatar

Watchers

James Cloos avatar  avatar

sqliteutils's Issues

Create keys

Develop functions to create primary keys and foreign keys on database. It's tricky, because SQLite does not allow to create keys after the table is created. So we have to get the data, drop the table, and create this again. It must be done inside a transaction. because the restrictions of keys may not be met

Write table with keys

extend DBI::dbWrite in order to make possible the creation of primary keys and foreign keys.

Create index

Develop a function to create indexes on database

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