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close #28 add an introductory vignette --------- Co-authored-by: 27856297+dependabot-preview[bot]@users.noreply.github.com <27856297+dependabot-preview[bot]@users.noreply.github.com>
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--- | ||
title: "Introduction to `sasr`" | ||
package: sasr | ||
output: | ||
rmarkdown::html_document: | ||
theme: "spacelab" | ||
highlight: "kate" | ||
toc: true | ||
toc_float: true | ||
vignette: | | ||
%\VignetteIndexEntry{Introduction to `sasr`} | ||
%\VignetteEncoding{UTF-8} | ||
%\VignetteEngine{knitr::rmarkdown} | ||
editor_options: | ||
chunk_output_type: console | ||
--- | ||
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## Introduction to `sasr` | ||
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`sasr` is a package to provide `SAS` interface in R, with [`saspy`](https://sassoftware.github.io/saspy/) and [`reticulate`](https://rstudio.github.io/reticulate/) as backend. | ||
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## Documentations | ||
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For functionality wrapped in `sasr`, you can find the documentations through R documentation system, or through online [documentation page](https://insightsengineering.github.io/sasr/latest-tag/). | ||
However, there can be some other arguments not documented(in `...`), and these arguments are described in `saspy` [documentation page](https://sassoftware.github.io/saspy/). | ||
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## Short Tutorial | ||
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To use `sasr`, you need to follow these steps | ||
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1. Configure your SAS server in `sascfg_personal.py` under your working directory or the home directory. This is the default file that `sasr` will look at. However, you can still change that through `options(sascfg = )`, then `sasr` will try to find any name that is available in your specified option. | ||
1. If you don't know how to create this file, use `sascfg()` to create the file. Required arguments include `host` and `saspath`. | ||
1. `sascfg()` only creates ssh based SAS session. | ||
1. Only password-less ssh connection is supported, e.g. ssh via public keys. | ||
1. `host` is the hostname of the SAS server. | ||
1. `saspath` is the SAS executable path on the SAS server. | ||
1. Other arguments are added to the configuration file directly. | ||
1. `tunnel` and `rtunnel` are required if you want to transfer datasets between R and SAS. Use integers like `tunnel = 9999L` in R, or modify `sascfg_personal.py` to make sure they are integers. | ||
1. You can create the configuration by yourself and then SAS connection will not be restricted to ssh. | ||
1. You can have multiple configuration files with different file names | ||
1. Create the SAS session based on the configuration file | ||
1. To use the default connection specified in the configuration file, you can run any command like `run_sas`, `df2sd` or `sd2df`. | ||
1. The session will be created if there is no session available stored in `.sasr_env$.sas_session` | ||
1. If `.sasr_env$.sas_session` is created, this session will be used by default. | ||
1. Do not create any variable called `.sas_session` in environment `sasr:::.sasr_env` | ||
1. To create the session manually, you can call `sas_session_ssh()` | ||
1. `SAS_session` have one argument `sascfg`, pointing to the SAS session configuration file. | ||
1. To use multiple sessions, you need to store the session `your_session <- sas_session_ssh(sascfg)` | ||
1. Transfer the datasets from R to SAS using `df2sd` | ||
1. Tunneling must be enabled to transfer datasets. | ||
1. The variable names of the datasets should not contain dots otherwise SAS may not recognize. | ||
1. The index (row names) will not be transferred to SAS. | ||
1. Use `run_sas` to submit SAS code to the SAS server. | ||
1. The returned value is a named list, `LST` is the result and `LOG` is the log file | ||
1. `run_sas` has argument `results=`, it can be either "TEXT" or "HTML". This argument decides the LST format. | ||
1. Transfer SAS datasets back to R use `sd2df` |