--- title: "logr" output: rmarkdown::html_vignette vignette: > %\VignetteIndexEntry{logr} %\VignetteEngine{knitr::rmarkdown} %\VignetteEncoding{UTF-8} --- ```{r setup, include = FALSE} knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) ``` The **logr** package helps create log files for R scripts. The package provides easy logging, without the complexity of other logging systems. It is designed for analysts who simply want a written log of their program execution. The package is implemented as a wrapper to the base R `sink()` function. ## How to use There are really only three **logr** functions: * `log_open()` * `log_print()` * `log_close()` The `log_open()` function initiates the log. The `log_print()` function prints an object to the log. The `log_close()` function closes the log. In normal situations, a user would place the call to `log_open()` at the top of the program, call `log_print()` as needed in the program body, and call `log_close()` once at the end of the program. A sample program is as follows: ```{r eval=FALSE, echo=TRUE} library(logr) # Create temp file location tmp <- file.path(tempdir(), "test.log") # Open log lf <- log_open(tmp) # Send message to log log_print("High Mileage Cars Subset") # Perform operations hmc <- subset(mtcars, mtcars$mpg > 20) # Print data to log log_print(hmc) # Close log log_close() # View results writeLines(readLines(lf)) ``` ### What to print to the log You can print to the log anything that you can print to the console: vectors, lists, and data frames are all valid objects for logging. Under the hood, **logr** calls the `print()` function on that object, and writes the results to the log. The `log_print()` function, by default, will also print the object to the console. That means you can replace calls to `print()` with `log_print()`, and there will be no loss of convenience during development. ### What the log looks like The log created by **logr** is simpler than most logging packages. This log is designed to be human-readable, and increases the traceability of your activities. There are three main enhancements to a **logr** log: * A log header * Notes * A log footer Here is an example log, created by the sample program above: ``` ========================================================================= Log Path: C:/Users/dbosa/AppData/Local/Temp/RtmpQtOzhy/log/test.log Working Directory: C:/packages/logr User Name: dbosak R Version: R Under development (unstable) (2020-06-29 r78751) Machine: BOSAK-MAIN x86-64 Operating System: Windows 10 x64 build 18362 Base Packages: stats graphics grDevices utils datasets methods base Other Packages: logr_1.2.7 dplyr_1.0.7 testthat_3.1.0 Log Start Time: 2020-06-30 07:15:52 ========================================================================= High Mileage Cars Subset NOTE: Log Print Time: 2020-06-30 07:15:52 NOTE: Elapsed Time in seconds: 0.0219531059265137 mpg cyl disp hp drat wt qsec vs am gear carb Mazda RX4 21.0 6 160.0 110 3.90 2.620 16.46 0 1 4 4 Mazda RX4 Wag 21.0 6 160.0 110 3.90 2.875 17.02 0 1 4 4 Datsun 710 22.8 4 108.0 93 3.85 2.320 18.61 1 1 4 1 Hornet 4 Drive 21.4 6 258.0 110 3.08 3.215 19.44 1 0 3 1 Merc 240D 24.4 4 146.7 62 3.69 3.190 20.00 1 0 4 2 Merc 230 22.8 4 140.8 95 3.92 3.150 22.90 1 0 4 2 Fiat 128 32.4 4 78.7 66 4.08 2.200 19.47 1 1 4 1 Honda Civic 30.4 4 75.7 52 4.93 1.615 18.52 1 1 4 2 Toyota Corolla 33.9 4 71.1 65 4.22 1.835 19.90 1 1 4 1 Toyota Corona 21.5 4 120.1 97 3.70 2.465 20.01 1 0 3 1 Fiat X1-9 27.3 4 79.0 66 4.08 1.935 18.90 1 1 4 1 Porsche 914-2 26.0 4 120.3 91 4.43 2.140 16.70 0 1 5 2 Lotus Europa 30.4 4 95.1 113 3.77 1.513 16.90 1 1 5 2 Volvo 142E 21.4 4 121.0 109 4.11 2.780 18.60 1 1 4 2 NOTE: Data frame has 14 rows and 11 columns. NOTE: Log Print Time: 2020-06-30 07:15:52 NOTE: Elapsed Time in seconds: 0.0508558750152588 ========================================================================= Log End Time: 2020-06-30 07:15:53 Log Elapsed Time: 0 00:00:00 ========================================================================= ``` ### Next Steps For addition exploration of the **logr** package, please read the following articles: * [Log Parts](logr-parts.html) * [Additional Features](logr-features.html) * [Global Options](logr-globals.html) * [Aliases for log_print()](logr-put.html) * [tidylog Integration](logr-tidylog.html) * [Complete Example](logr-example1.html)