## ----include = FALSE---------------------------------------------------------- knitr::opts_chunk$set(collapse = TRUE, comment = "#>") ## ----project-demo------------------------------------------------------------- library(dbProject) project_path <- tempfile("dbproject-") proj <- dbProject$new(path = project_path) expression_data <- data.frame(gene = c("A", "B"), count = c(10, 20)) proj$pin_write(expression_data, "expression_data") # Later (even after R restart): proj$reconnect() my_tbl <- proj$pin_read("expression_data") my_tbl ## ----dbi-list-tables---------------------------------------------------------- con <- proj$get_conn() DBI::dbWriteTable( con, "sample_metadata", data.frame(sample = c("sample1", "sample2"), n = c(100, 120)), overwrite = TRUE ) DBI::dbExecute( con, "CREATE OR REPLACE TEMPORARY TABLE current_batch AS SELECT * FROM sample_metadata" ) DBI::dbExecute( con, "CREATE OR REPLACE VIEW sample_summary AS SELECT sample, n FROM sample_metadata" ) DBI::dbListTables(con) ## ----dbproject-list-tables---------------------------------------------------- dbList(con) ## ----cleanup, include=FALSE--------------------------------------------------- proj$disconnect() unlink(project_path, recursive = TRUE)