--- title: "logrxpackage" output: rmarkdown::html_vignette vignette: > %\VignetteIndexEntry{logrxpackage} %\VignetteEngine{knitr::rmarkdown} %\VignetteEncoding{UTF-8} --- ```{r, include = FALSE} knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) ``` ```{r setup, echo = FALSE} library(logrx) ``` # Generating a log The purpose of the `logrx` package is to generate a log upon execution of an R script which enables traceability and reproducibility of the executed code. Generating a log with `{logrx}` can be as simple as running one line of code as seen in the below example of how to use the `axecute()` function.. However, `{logrx}` has much more advanced capabilities to meet the demands of Clinical Reporting. To learn additional techniques about executing code with ```{logrx}``` please visit our [Execution Vignette](https://pharmaverse.github.io/logrx/articles/execution.html). ## `axecute()` `axecute()` enables the command line submission of a program. A log is set-up around the program, and its code is run safely and loudly (using `safely()` from the `purrr` package). The log will be generated in the same folder as the script unless you specify differently. ```{r axecute, eval = FALSE} axecute("my_script.R") ``` ## `logrx` addin: A log can be generated using the ```{logrx}``` addin, which is a simple point and click interface that allows you to run a single program. The Addin ships with the package and is available once you use install the package. The gif on the [Get Started](https://pharmaverse.github.io/logrx/index.html) page gives a quick snapshot of its intended use. # Log attributes We have compiled a brief overview of the information that we capture in the log file generated by `{logrx}`. We allow users to customize sections of the log based on their needs for a log, e.g. you can toggle on/off the messages, outputs, errors and messages. You can also build into your log approved and unapproved packages used in your R script - see [Logging Unapproved Package and Function Use](https://pharmaverse.github.io/logrx/articles/approved.html) for additional guidance. To see an example of what is included in a log file for an `adsl.R` script see [Logging for an ADSL dataset](https://pharmaverse.github.io/logrx/articles/adsl_demo.html). The following attributes are recorded in the log: * **Metadata**: `{logrx}` package information + Version of the package + Type of build + Link to the GitHub repository * **User and File Information** + User that generated the log + Name and path of the script for which the log was generated + `hash_sum`: A unique hashsum is created for the log file * **Session Information**: The R session information + R version + OS and system + GUI + Language and timezone + Packages - List of all available packages in the environment + External Software - List of all external software * **Repo URLs (optional)** - URLs of the repositories for use by `install.packages()` and `updated.packages()` * **Masked Functions** - List of all functions masked by packages * **Program Run Time Information** - Start, end, and run times * **Used Package and Functions (optional)** - List of all packages and functions used in the script for which the log was generated * **Unapproved Package and Functions (optional)** - List of all packages and functions used in the script for which the log was generated that are not part of the approved list of packages and functions. * **Errors and Warnings** - List of Errors and Warnings created during execution of the script. Since R does not return line numbers along with error or warning messages we do not include them in the log. The R programming language uses a call stack during execution making finding the exact location of an error without human interaction complicated. * **Messages, Output and Results (optional)** - List of Messages, Outputs and Results created during execution of the script. In certain situations the log will not capture these if they are redirected to a different location. * **Extra Info (optional)** - Extra info that use can manually add via a list object * **Log Output File** - Name and path of the log