From e44c150d119b8ee5e323612c5df2578f5d1af36a Mon Sep 17 00:00:00 2001 From: Rafael M Mudafort Date: Mon, 2 Oct 2023 10:27:38 -0500 Subject: [PATCH 01/11] Add best practices latex project --- .gitignore | 17 + best_practices_report/Makefile | 64 + best_practices_report/best_practices.tex | 1319 +++++++++++++++++ ...550de4a7d8762d94edd56824c7cbc4bf7b9100.pdf | Bin 0 -> 40261 bytes ...550de4a7d8762d94edd56824c7cbc4bf7b9100.png | Bin 0 -> 32102 bytes ...cb6a9556227d6b8158e111ddd0f37e43e4f635.pdf | Bin 0 -> 44220 bytes ...cb6a9556227d6b8158e111ddd0f37e43e4f635.png | Bin 0 -> 29693 bytes ...bafe392e85b8f467e3d93074dc8d7b7c45dfd0.pdf | Bin 0 -> 20422 bytes ...bafe392e85b8f467e3d93074dc8d7b7c45dfd0.png | Bin 0 -> 5527 bytes ...e5068b3a6eb10d6392a7ca035a7cc4736d3183.pdf | Bin 0 -> 24176 bytes ...e5068b3a6eb10d6392a7ca035a7cc4736d3183.png | Bin 0 -> 8505 bytes best_practices_report/nrel.cls | 637 ++++++++ 12 files changed, 2037 insertions(+) create mode 100644 best_practices_report/Makefile 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.vscode *~ + +# latex build files +*.aux +*.bbl +*.bcf +*.blg +*.fdb_latexmk +*.fls +*.log +*.xml +*.gz +*.lof +*.out +*.bib +*.toc +*.upa +*.upb diff --git a/best_practices_report/Makefile b/best_practices_report/Makefile new file mode 100644 index 0000000..e809e96 --- /dev/null +++ b/best_practices_report/Makefile @@ -0,0 +1,64 @@ +# Makefile for Sphinx LaTeX output + +ALLDOCS = $(basename $(wildcard *.tex)) +ALLPDF = $(addsuffix .pdf,$(ALLDOCS)) +ALLDVI = +ALLXDV = $(addsuffix .xdv,$(ALLDOCS)) +ALLPS = $(addsuffix .ps,$(ALLDOCS)) + +# Prefix for archive names +ARCHIVEPREFIX = +# Additional LaTeX options (passed via variables in latexmkrc/latexmkjarc file) +export LATEXOPTS ?= +# Additional latexmk options +# with latexmk version 4.52b or higher set LATEXMKOPTS to -xelatex either here +# or on command line for faster builds. +LATEXMKOPTS ?= +export XINDYOPTS = -L english -C utf8 -M sphinx.xdy +# format: pdf or dvi (used only by archive targets) +FMT = pdf + +LATEX = latexmk -dvi +PDFLATEX = latexmk -pdf -dvi- -ps- + + +%.ps: %.dvi + dvips '$<' + +%.pdf: %.tex FORCE_MAKE + $(PDFLATEX) $(LATEXMKOPTS) '$<' + +all: $(ALLPDF) + +all-dvi: $(ALLDVI) + +all-ps: $(ALLPS) + +all-pdf: $(ALLPDF) + +zip: all-$(FMT) + mkdir $(ARCHIVEPREFIX)docs-$(FMT) + cp $(ALLPDF) $(ARCHIVEPREFIX)docs-$(FMT) + zip -q -r -9 $(ARCHIVEPREFIX)docs-$(FMT).zip $(ARCHIVEPREFIX)docs-$(FMT) + rm -r $(ARCHIVEPREFIX)docs-$(FMT) + +tar: all-$(FMT) + mkdir $(ARCHIVEPREFIX)docs-$(FMT) + cp $(ALLPDF) $(ARCHIVEPREFIX)docs-$(FMT) + tar cf $(ARCHIVEPREFIX)docs-$(FMT).tar $(ARCHIVEPREFIX)docs-$(FMT) + rm -r $(ARCHIVEPREFIX)docs-$(FMT) + +gz: tar + gzip -9 < $(ARCHIVEPREFIX)docs-$(FMT).tar > $(ARCHIVEPREFIX)docs-$(FMT).tar.gz + +bz2: tar + bzip2 -9 -k $(ARCHIVEPREFIX)docs-$(FMT).tar + +xz: tar + xz -9 -k $(ARCHIVEPREFIX)docs-$(FMT).tar + +clean: + rm -f *.log *.ind *.aux *.toc *.syn *.idx *.out *.ilg *.pla *.ps *.tar *.tar.gz *.tar.bz2 *.tar.xz $(ALLPDF) $(ALLDVI) $(ALLXDV) *.fls *.fdb_latexmk + +.PHONY: all all-pdf all-dvi all-ps clean zip tar gz bz2 xz +.PHONY: FORCE_MAKE \ No newline at end of file diff --git a/best_practices_report/best_practices.tex b/best_practices_report/best_practices.tex new file mode 100644 index 0000000..0020b16 --- /dev/null +++ b/best_practices_report/best_practices.tex @@ -0,0 +1,1319 @@ +\documentclass[]{nrel} +%%%%% Package options place in square brackets +% singleAppendix -- format TOC and appendix chapters without lettering +% draft -- add watermark "draft" +% confidential -- change footer to state contents are confidential + +\usepackage{hyperref} +\usepackage{listings} +\usepackage{xcolor} + +\definecolor{codegreen}{rgb}{0,0.6,0} +\definecolor{codegray}{rgb}{0.5,0.5,0.5} +\definecolor{codepurple}{rgb}{0.58,0,0.82} +\definecolor{backcolour}{rgb}{0.95,0.95,0.92} + +%\lstdefinestyle{mystyle}{ +% backgroundcolor=\color{backcolour}, +% commentstyle=\color{codegreen}, +% keywordstyle=\color{magenta}, +% numberstyle=\tiny\color{codegray}, +% stringstyle=\color{codepurple}, +% basicstyle=\ttfamily\footnotesize, +% breakatwhitespace=false, +% breaklines=true, +% captionpos=b, +% keepspaces=true, +% numbers=left, +% numbersep=5pt, +% showspaces=false, +% showstringspaces=false, +% showtabs=false, +% tabsize=2 +%} + +%\lstset{style=mystyle} + +% ----------------------------------- +% DOCUMENT PROPERTIES +% ----------------------------------- +\title{Research Software Best Practices} + +\author{Rafael Mudafort} %<--------- Your name here +%\author{Author two} %<--------- Coauthor's name here +\affil{National Renewable Energy Laboratory} +%%%%% %<--------- If including authors from multiple institutions, the affiliation number each author needs to be +% \author[1]{Author one} %<--------- other NREL authors +% \affil[1]{National Renewable Energy Laboratory} +% \author[2]{Author two} %<--------- External collaborator +% \affil[2]{Another affiliation} %<--------- External collaborator affil + +\fancypagestyle{plain}{} +%\addbibresource{refs.bib} %<--------- add bibliographic items to this file +\setcounter{tocdepth}{2} +% ------------------------------------- +% DOCUMENT STARTS HERE +% ------------------------------------- +\begin{document} + + +\frontmatter +%%%%%%%%%%%%%%%%%%%%%%%%%%% +%\chapter{Acknowledgments} +% + +% %%%%%%%%%%%%%%%%%%%%%%%%%%% +% \chapter{Acronyms} %<--------- Uncomment this section if adding acronyms +% \acro{DOE}{Department of Energy} + +%%%%%%%%%%%%%%%%%%%%%%%%%%% +\chapter{Executive Summary} +% + +Wind energy researchers typically share one key characteristic: a passion for increasing +wind energy in the global energy mix. The U.S. Department of Energy (DOE) supports this mission +in a number of ways including allocating funding directly to various aspects of wind energy +research through the +\href{https://www.energy.gov/eere/office-energy-efficiency-renewable-energy}{Office of Energy Efficiency and Renewable Energy (EERE)} +via the +\href{https://www.energy.gov/eere/wind/wind-energy-technologies-office}{Wind Energy Technologies Office (WETO)}. +While the traditional output of research is academic publication, software development efforts +are increasingly a major focus. Software tools in the research environment allow researchers to +describe an idea and quickly increase the scope and scale as they study it further. +As a product of research, these tools represent a direct pipeline from researcher to industry +practitioners since they are the implementation of ideas described in academic publications. +Given this vital role in wind energy research and +commercial development, the broad research software portfolio supported by WETO must maintain a +minimum level of quality to support the wind energy field in the growing transition to +renewable energy. \textbf{This report outlines a series of best practices to be adopted by all +WETO-supported software projects, as well as expectations that the communities interacting with +these projects should have of the developers and tools themselves.} + +Wind energy research software has a unique standing in the field of scientific software. The +stakeholders are varied with a subset being: + + +\begin{itemize} +\item DOE EERE leadership + +\item DOE WETO leadership and program managers + +\item National lab leadership + +\item Associated project principle investigators + +\item Research software engineers + +\item Wind energy researchers in academia +(including graduate students, post docs, and national lab staff) + +\item Industry researchers and practitioners + +\item Commercial software developers + +\item The general public interested in wind energy + +\end{itemize} + +These software are typically the end-user of other generic software libraries, so +the funding cycles are often tied to applied research rather than the development of the +software itself. Since the developers are also wind energy researchers, these tools are +typically designed in a way that closely resembles the application in which they’re used. +Additionally, the expertise and incentives for the developers have a high variability, and +often neither are aligned with software engineering or computer science. + +Given the unique environment in which wind energy research software is produced and consumed, +it is critical for model owners to understand the context of their software. A framework +for developing this understanding is to answer the following questions of a given software project: +\begin{itemize} +\item What is it’s purpose? + +\item What is it’s role in the field of wind energy? + +\item What is the profile of the expected users? + +\item For how long will it be relevant? + +\item What is the expected impact? + +\end{itemize} + +These questions allow model owners to identify the appropriate methods for the design, development, +and long term maintenance of their software. Additionally, the answer provide context for future +planners to understand why particular decisions were made and discern the consequences of +changing course. + +The information is aggregated from experience within WETO-supported software development +groups as well as external organizations and efforts to define the craft of research software +engineering. These best practices aim to make the collaborative development process efficient +and effective while improving the model understanding across stakeholders. Additionally, +the general adoption of a common framework for software quality ensures that the end users +of WETO software can trust these tools and accurately understand the risks to workflow integration. + + +\clearpage +\tableofcontents +\listoffigures +%\listoftables + +\mainmatter +\pagestyle{fancy} + + + + +\chapter{WETO Software Manifesto, in short} +The purpose of each software project, the reason for it’s existence and idealized impact, will +be unique to the project based on it’s stakeholders, funding mechanisms, and topic area. +A common thread across all projects, though, is to apply principles of Design in planning +development efforts. +It is often useful to consider varying fidelities of time such as short term feature +implementations as well as long term strategic targets. +A key component of design thinking is to identify the question or need that a software project +and the activities in developing it will answer or resolve. +As a framework for identifying these targets, ask the following questions of a project: +\begin{itemize} +\item What is its purpose? + +\item Who will use it? + +\item How will they use it? + +\item For how long should it be active or relevant? + +\item What is the intended impact? + +\end{itemize} + +In all development activities, the user should be considered. +After all, the current developers will also be end-users at some time in the future. +People outside the current development process, including active developers at another time, +will not have the current context. +All code, algorithms, procedures, documentation, and associated work should maintain this +perspective. +Include details so that a newcomer can reasonably understand the meaning and impact of any +part of the project - and beware of underestimating what is reasonable or overestimating +human memory or ability to read the docs. + + +Your idea is irrelevant until someone else can accurately communicate it back to you. +Consider your future self - how will your decisions now impact your work in one year, two years, ten years? +Research software should be predictable and easy +\begin{itemize} +\item Nothing clever + +\item Use ubiquitous tools + +\item Basically, prevent users from having to go down rabbit holes to understand some nuance of your code +Study and adopt the \ref{sec:zen}. Consider them the Zen of WETO Software Development. + +\end{itemize} + +Who are the stakeholders? +\begin{itemize} +\item Supporters: Funders and programmatic leaders (PI’s) + +\item Two kinds of users: +\begin{enumerate} +\item Practitioners who run the software and evaluate results + +\item Developers who extend or integrate the software into other systems + +\end{enumerate} + +\end{itemize} + +How will stakeholders interact with the software? +\begin{itemize} +\item Supporters need text-based and graphical information + +\item Address the anticipated needs of the target users + +\item Make installation as absolutely easy as possible; automate distribution and installation and +focus time on documentation for getting users started + +\end{itemize} + +How will practitioners "level up"? +\begin{itemize} +\item Design software behavior and interfaces to be consistent and predictable + +\item Provide quality error messages with contextually relevant information + +\end{itemize} + +How will developers extend the software without breaking it? +\begin{itemize} +\item Design the architecture so that new features can be clearly scoped within the context of +the larger framework + +\item Use simple code style (syntax) unless obfuscation is absolutely critical +\begin{itemize} +\item Choose common libraries with healthy developer ecosystems + +\item Use version control to manage concurrent work + +\item Leverage GitHub features like Pull Requests and Issues to document issues, propose +solutions and requirements, and provide code review feedback + +\item \end{itemize} + +\end{itemize} + +**Point out that one overarching theme is to DOCUMENT! Write, draw, model - whatever you need - to +communicate the ideas in your head. If you aren’t able to make someone else understand your idea, +it might as well not exist. +\textbf{An idea only exists if it has been communicated.} + +Additional considerations specific to research software: +\begin{itemize} +\item Dont be clever +\begin{itemize} +\item Ubiquity is essential in research software. Use common standards and conventions. + +\item Many developers are not specialists in software development. Consider them as first-order +users and meet their needs. Obfuscated meaning through syntactic sugar degrades the +extendability of the software, in general. See the next line. + +\end{itemize} + +\item Keep it super simple (KISS) + +\end{itemize} + +Software projects exist in varying levels of maturity. +These best practices should be applied in proportion to the maturity of the project. + +consider two kinds of "users": +\begin{itemize} +\item Developers - write new code or modify existing code including infrastructure and documentation + +\item Practitioners - execute the software either directly or as a part of another system + +\end{itemize} + +Why we care about software quality +\begin{itemize} +\item Collaboration + +\item Workflows + +\item Accessibility + +\end{itemize} + + +\chapter{Call To Action} +\label{\detokenize{best_practices:call-to-action}} +Develop a style guide +\begin{itemize} +\item One for syntax and code style + +\item Another for architecture and design style + +\item This is most relevant for long term software projects, but it can be useful to articulate +these ideas even for yourself. As in, in the course of developing various projects, iterate +on your own personal style guide. + +\item Start with \href{https://pep8.org}{pep8} and customize for yourself and your projects + +\end{itemize} + +Automate the following: +\begin{itemize} +\item Testing: run the full test suite for every commit in less than 30 minutes + +\item Performance profiling: include a statistical measure of performance for each commit + +\item Code coverage: report code coverage to a coverage dashboard service (codecov, coveralls) + +\item Distribution: build and distribute to all package managers for every release + +\item Documentation Hosting: use a service to compile documentation from markup files (md, rst, etc) +using a mature framework (jekyll, jupyter-book, etc) + +\end{itemize} + +Adopt a framework for testing: +\begin{itemize} +\item pytest for Python + +\item google test for C++ + +\end{itemize} + +Adopt a framework for constructing documentation: +\begin{itemize} +\item Jekyll + +\item Jupyter-book + +\item Sphinx +And host it using a typical service + +\item GitHub Actions + +\item readthedocs + +\end{itemize} + +Develop a culture of discussing the features in the software outside of the context of the software, first. +Then, relate it to the software. +A common method for this is a design document where new work is described, scoped, prototyped, +and validated using plain language, graphics, and math. + +Write a design document: +\begin{itemize} +\item Identify target users + +\item Describe broad themes in the design - What are the objectives of the software architecture? + +\item Prototype intended uses like a storyboard + +\end{itemize} + +Submit to Journal of Open Source Software (JOSS) + + +\chapter{Accessibility} +Accessibility is concerned with how practitioners are expected to obtain and integrate a software +into their processes. The product that is to be obtained is the executable version of the software. +In the case of compiled programming languages, this is a binary executable or library file, +while interpreted languages typically require distributing the source code directly. + +For guidance on developer accessibility, see \ref{sec:extendability}. + +Summary: +\begin{itemize} +\item Determine the expected or targeted user profile up front and address accessibility accordingly +\begin{itemize} +\item Domain experts will need less hand holding than graduate students or the general public + +\end{itemize} + +\item Automate accessibility + +\end{itemize} + + +\section{Prerequisite knowledge} +Using a computer in a scientific context is a learned skill and requires years of practice to +become proficient. Tools like a "terminal", "shell", or "command prompt" are not initially +intuitive, and that these three terms are used interchangeably can lead to further confusion. +This is an example of a barrier to entry often encountered by early-career researchers and +experienced practitioners alike. In order to improve accessibility, it is important to +understand the experience of users and design software to meet their needs. + +\textbf{BP: Identify target user profiles and anticipate their levels of understanding. Accurately +understand the complexity of the systems used to access the software, and evaluate whether +this matches the expected skills in target users.} + +Some examples of common barriers to entry are: +\begin{itemize} +\item Navigating a "terminal" + +\item Knowledge of acronyms, jargon, or interchangeable phrases +\begin{itemize} +\item CLI, API, IDE, etc + +\item Compile, clone, check out + +\item Terminal vs shell vs command prompt + +\end{itemize} + +\item Extensions: \lstinline{.exe}, \lstinline{.so}, \lstinline{.dll}, \lstinline{.dylib} + +\item Installation: +\begin{itemize} +\item Package managers + +\item Downloading executable files + +\item Configuring an environment + +\end{itemize} + +\end{itemize} + + +\section{Distribution} +Research computing software often depend on third-party libraries, and many of these dependencies +are research software themselves. Therefore, the installation and environment configuration +for this type of software can easily become complex. + +\textbf{BP: It is the responsibility of developers to provide a streamlined method of installation using +common software distribution systems and automation as much as practical.} + +Mature package managers are a great resource since they have a distribution system already in place +and manage dependencies between software tools. + +The ecosystem of open source software package managers has coalesced around a few primary tools: +\begin{itemize} +\item \href{https://pypi.org}{Python Package Index (PyPI)} +\begin{itemize} +\item Source and binary distribution package manager for Python software + +\item Platform: any + +\end{itemize} + +\item \href{https://docs.conda.io/en/latest/}{Conda} +\begin{itemize} +\item Package, dependency and environment management for any language + +\item Platform: any + +\end{itemize} + +\item \href{https://conda-forge.org}{Conda-forge} +\begin{itemize} +\item A community-led collection of recipes, build infrastructure and distributions for the conda package manager + +\item Platform: any + +\end{itemize} + +\item \href{https://brew.sh}{Homebrew (brew)} +\begin{itemize} +\item The Missing Package Manager for macOS (or Linux) + +\item Platform: Ubiquitous for macOS, but also available for Linux + +\end{itemize} + +\item \href{https://spack.io}{Spack} +\begin{itemize} +\item Spack is a package manager for supercomputers supporting any language and distributable product + +\item Platform: Ubiquitous for Linux-based supercomputers, and also available for macOS and Linux + +\end{itemize} + +\item \href{https://en.wikipedia.org/wiki/APT\_(software)}{APT} +\begin{itemize} +\item A user interface that works with core libraries to handle the installation and removal of software on Debian, and Debian-based Linux distributions + +\item Platform: Ubiquitous for Linux for system-level or generic packages + +\end{itemize} + +\item \href{https://fpm.fortran-lang.org/index.html}{Fortran package manager (FPM)} +\begin{itemize} +\item Fortran-specific executable and library package manager. + +\end{itemize} + +\end{itemize} + +The process for including a package in a package management system varies, but all are designed +to integrate with automated systems to prepare and distribute the package automatically upon +a given event. The practice of releasing a software package after a tagged release +(see \ref{sec:version_control}) or requisite set of changes is called "continuous integration", +also known as "CI". Tools for this level of automatic are common, and a practical choice +is \href{https://github.com/features/actions}{GitHub Actions}. A typical CI pipeline for a Python +package is shown below where the square components are GitHub Actions steps. Note that this +pipeline includes sub-system areas called "Continuous Testing" and "Continuous Deployment". + +\begin{figure}[htbp] \begin{center} +\includegraphics[width=0.7\textwidth]{mermaid-ece5068b3a6eb10d6392a7ca035a7cc4736d3183.png} +\caption{TODO} +\label{fig:fig1} \end{center} \end{figure} + + +\chapter{Usability} +Usability is concerned with how practitioners are expected to execute the software including +creating inputs and managing outputs. + +Nuances of research software: +- "Design" is typically not a consideration at all +- It is typical to adopt "patterns", so there is very little evolution of software interface design and therefore usability +- Research software is expected to be predictable and similar to what users already know. The challenge is to understand the existing paradigms and adopt them well. + + +\section{User interface} +The user interface (UI) is any mechanism through which users interact with the software +typically by providing inputs and receiving outputs. Examples of UI’s include: +\begin{itemize} +\item Graphical user interface (GUI) + +\item Web-based front ends + +\item Input and output files + +\item Command line interface + +\item Library API’s + +\end{itemize} + +WETO software UI’s should be well defined and predictable. +They should adopt the conventions that already exist in the environments and contexts +in which they’re used. +Most importantly, all user interfaces should be well documented. + + +\subsection{Command line interface} +The command line interface (CLI) is one type of front-end for software. +It is the method by which a software is executed via a computer’s terminal. +WETO software should in general adhere to the following conventions and principles for CLI’s. +However, these are guidelines and can be skipped when context is clear or another +option improves usability. +\begin{itemize} +\item Adopt command line syntax requirements from \url{https://pubs.opengroup.org/onlinepubs/9699919799/basedefs/V1\_chap12.html} +\begin{itemize} +\item Guideline 1: Utility names should be between two and nine characters, inclusive. + +\item Guideline 2: Utility names should include lowercase letters (the lower character classification) and digits only from the portable character set. + +\item Guideline 3: Each option name should be a single alphanumeric character (the alnum character classification) from the portable character set. The \lstinline{-W} (capital-W) option shall be reserved for vendor options. Multi-digit options should not be allowed. + +\item Guideline 4: All options should be preceded by the `-`` delimiter character. + +\item Guideline 5: One or more options without option-arguments, followed by at most one option that takes an option-argument, should be accepted when grouped behind one \lstinline{-} delimiter. + +\item Guideline 6: Each option and option-argument should be a separate argument, except as noted in \href{https://pubs.opengroup.org/onlinepubs/9699919799/basedefs/V1\_chap12.html}{Utility Argument Syntax, item (2)}. + +\item Guideline 7: Option-arguments should not be optional. + +\item Guideline 8: When multiple option-arguments are specified to follow a single option, they should be presented as a single argument, using \lstinline{} characters within that argument or \lstinline{} characters within that argument to separate them. + +\item Guideline 9: All options should precede operands on the command line. + +\item Guideline 10: The first \lstinline{--} argument that is not an option-argument should be accepted as a delimiter indicating the end of options. Any following arguments should be treated as operands, even if they begin with the \lstinline{-} character. + +\item Guideline 11: The order of different options relative to one another should not matter, unless the options are documented as mutually-exclusive and such an option is documented to override any incompatible options preceding it. If an option that has option-arguments is repeated, the option and option-argument combinations should be interpreted in the order specified on the command line. + +\item Guideline 12: The order of operands may matter and position-related interpretations should be determined on a utility-specific basis. + +\item Guideline 13: For utilities that use operands to represent files to be opened for either reading or writing, the \lstinline{-} operand should be used to mean only standard input (or standard output when it is clear from context that an output file is being specified) or a file named "-". + +\item Guideline 14: If an argument can be identified according to Guidelines 3 through 10 as an option, or as a group of options without option-arguments behind one \lstinline{-} delimiter, then it should be treated as such. + +\end{itemize} + +\item Adopt these minimum GNU conventions +\begin{itemize} +\item A short version with one dash and a long version with two dashes + +\item \lstinline{-v} / \lstinline{--version} to show version information + +\item \lstinline{-h} / \lstinline{--help} to display help information + +\item \lstinline{-i} / \lstinline{--input} for input file specification + +\item \lstinline{-o} / \lstinline{--output} for input file specification + +\item \lstinline{-V} / \lstinline{--verbose} to include additional output in terminal + +\item \lstinline{-q} / \lstinline{--quiet} to suppress terminal output + +\end{itemize} + +\item Use context-specific switches +\begin{itemize} +\item Unix: \lstinline{-} or \lstinline{--} + +\item Python: \lstinline{-} or \lstinline{--} + +\item Windows command prompt: \lstinline{/} + +\end{itemize} + +\end{itemize} + + +\subsection{Input and output files} +The ecosystem of tools for processing data files is vast and mature. +Therefore, input and output files should adopt a common file type and syntax relevant to the +field and context of the software itself. +For example, large datasets generated by computational fluid dynamics software are often +exported in \href{https://www.hdfgroup.org/solutions/hdf5/}{HDF5} format since robust +libraries are available to export the data and load it into post-processing tools. +Similarly, input files should retain a ubiquitous human-readable format such as +\href{https://yaml.org}{YAML} as this allows users to generate input files programmatically +using standard libraries. Input and output files required by WETO software should +adhere to the following conventions and principles. +\begin{itemize} +\item Simple, clear, and predictable structure + +\item Expressive and concise + +\item Easy to produce and consume using ubiquitous software tools + +\item Minimal data consumption +\begin{itemize} +\item For large data sets, option to split into smaller files or binary format + +\end{itemize} + +\item Typical and predictable data types + +\end{itemize} + + +\section{Error messages} +Messaging to practioners from within a software can be immensely helpful. +At the same time, the infrastructure for communicating messages can be a heavy lift. +It is important to find a balance of appropriate levels of messaging while also ensuring that +the messages themselves are up to date with the software features and implementations. +Too much messaging results in information overload and critical messages can be lost in noise. +Additionally, messaging is another develop responsibility and can be overlooked among all of the +other responsibilities during the development cycle. + +Useful error messages: +\begin{itemize} +\item Expect that the reader does not have the context of the author +\begin{itemize} +\item Include a stack trace in all messages + +\item At minimum, include the calling function name + +\end{itemize} + +\item Anticipate the needs of the reader +\begin{itemize} +\item What will they be thinking about when this error pops up? + +\item What will they need to do next? + +\end{itemize} + +\item Include information that will help project maintainers understand the context of the problem +\begin{itemize} +\item Include metadata where relevant; see \ref{sec:metadata} + +\item Include the value of data that is found invalid + +\end{itemize} + +\end{itemize} + + +\section{Metadata} +\label{sec:metadata} +Tracking metadata in software projects is a simple way to provide clarity to all users. +This greatly improves usability and has the added effect of improving the debugging process. +This information can be provided to the user in any structured output from the software. +For example, output data files, reports, images, etc can all include a snapshot of the metadata. +The objective is to communicate information on the state of the software (version and runtime), +the state of the computing environment, and any user decisions. + +The following fields are minimum metadata to include: +\begin{itemize} +\item Version number in \href{https://semver.org}{semantic versioning format} (MAJOR.MINOR.BUGFIX, i.e. v3.2.1) + +\item Execution time + +\item Compile info, if applicable +\begin{itemize} +\item Compiler vendor + +\item Compile time + +\item Compiler settings + +\end{itemize} + +\item System information such as OS, relevant hardware (i.e. accelerators) vendor + +\item Relevant settings enabled + +\end{itemize} + + +\chapter{Extendability} +\label{sec:extendability} +Extendability is concerned with how improvements such as new features, bug fixes, and general +maintenance are added to an existing software project. This covers both the technical aspects +as well as the management of multiple developers and development efforts happening +concurrently. + +The lifecycle of WETO software typically follows a cyclical pattern of funding, development, and +release, as depicted below. Note that the "Maintenance" tasks are usually optional and included +in future development efforts. Therefore, it is critical to the life of all WETO software to +prioritize extendability so that future funding opportunities are attractive to stakeholders +and general maintenance and infrastructure upgrades can be introduced with minimal overhead. + +\begin{figure}[htbp] \begin{center} +\includegraphics[width=0.7\textwidth]{mermaid-d1bafe392e85b8f467e3d93074dc8d7b7c45dfd0.png} +\caption{TODO} +\label{fig:fig2} \end{center} \end{figure} + +Is the code open source? +If not, is there a build system with modern dependencies? +i.e. Makefiles are outdated, use CMake + + + +This is closely tied to \textbf{(6) methodologies for communicating intent and verifying implementation} +Generally, use ubiquitous infrastructure +\begin{itemize} +\item Project managers can rely on mature third party tools to handle complex systems + +\item Mature third party tools typically come with their own documentation + +\end{itemize} + + +\section{Code style} +In software development, the word "grok" is often used (see usage in +\href{https://hn.algolia.com/?q=grok}{Hacker News}, +\href{https://lobste.rs/search?q=grok\&what=stories\&order=newest}{Lobsters}, +\href{https://stackoverflow.com/search?tab=newest\&q=grok\&searchOn=3}{StackOverflow}) +to communicate about degrees of understanding. This word is described by it’s creator below. +\begin{quote} + +\textit{Grok} means "to understand", of course, but Dr. Mahmoud, who might be termed the leading +Terran expert on Martians, explains that it also means, "to drink" and "a hundred other +English words, words which we think of as antithetical concepts. ‘Grok’ means \textit{all} of +these. It means ‘fear’, it means ‘love’, it means ‘hate’ – proper hate, for by the Martian +‘map’ you cannot hate anything unless you grok it, understand it so thoroughly that you +merge with it and it merges with you – then you can hate it. By hating yourself. But this +implies that you love it, too, and cherish it and would not have it otherwise. Then you +can \textit{hate} – and (I think) Martian hate is an emotion so black that the nearest human +equivalent could only be called mild distaste. +\end{quote} + +Source: \url{https://en.wikipedia.org/wiki/Grok}. + +That such a word exists and is widely used in software development illustrates the high value +of clear and understandable code. +WETO software should avoid complexity where possible and favor readability over writability. +Strive to create software that can be easily grokked by developers who do not have the current +context. + +The designers of the Python programming language consider readability as a primary priority, and +the most famous of the many Python language-development documents is +\href{https://peps.python.org/pep-0008/}{PEP 8} which proposes a style guide for Python code. +PEP 8 is summarized into 19 aphorisms (20 including one that’s implied) and is referred to as +\href{https://peps.python.org/pep-0020/}{"The Zen of Python"}. Much of the WETO software portfolio is +Python-based, so these guiding principles directly apply. However, these principles are +programming language agnostic and eloquently describe the paradigm for developing +extendable software. + + +\subsection{The Zen of Python} +\label{sec:zen} + +\begin{lstlisting}[language=Python] +import this +\end{lstlisting} + +\begin{lstlisting} +The Zen of Python, by Tim Peters + +Beautiful is better than ugly. +Explicit is better than implicit. +Simple is better than complex. +Complex is better than complicated. +Flat is better than nested. +Sparse is better than dense. +Readability counts. +Special cases aren't special enough to break the rules. +Although practicality beats purity. +Errors should never pass silently. +Unless explicitly silenced. +In the face of ambiguity, refuse the temptation to guess. +There should be one -- and preferably only one -- obvious way to do it. +Although that way may not be obvious at first unless you're Dutch. +Now is better than never. +Although never is often better than *right* now. +If the implementation is hard to explain, it's a bad idea. +If the implementation is easy to explain, it may be a good idea. +Namespaces are one honking great idea -- let's do more of those! +\end{lstlisting} + + +\section{Version control} +\label{sec:version_control} + +Version control, typically with \lstinline{git}, is a tool for tracking the evolution of a project change +by change establishing a history of changes. +Each change is itself a version of the software, and they provide a snapshot of thought +processes and progression of work. + +BP: Craft a version control history that communicates the evolution of changes of the software +to future developers including the author of current changes. +BP: Evolve the software in a logical, linear process with digestible change sizes. + +Version control with git is often a secondary consideration in the software development process. +It can seem like simply a mechanism to "save" the state of a document. +However, it carries far more meaning in the context of software extendability. +Since the git system is decentralized, it allows for multiple developers to make changes to a +project concurrently. +Git also provides a mechanism for resolving differences so that multiple changes can be merged +together easily. + +In addition to the content of changes themselves, the connectivity between changes is valuable +over the lifetime of a project. +The connectivity between commits is structured as a +\href{https://en.wikipedia.org/wiki/Directed\_acyclic\_graph}{directed acyclical graph (DAG)}. +Each commit has a parent and each parent can have multiple children. +This provides a mechanism for easily and accurately rolling back to the state of the project at any +time in history. + +To best leverage the power of git to enable extendability, consider the following guidelines: +\begin{itemize} +\item It is reasonable to spend time crafting each commit and a sequence of commits. + +\item Practice editing a series of commits to ensure that the progress of work is captured accurately. + +\item Consider whether the commit history is concise and readable to people who are not the authors. + +\item Become familiar with the following actions: +\begin{itemize} +\item Interactive rebase + +\item Cherry-pick + +\item Squash + +\item Edit a commit message + +\end{itemize} + +\item Commit messages should be short, and it is a convention to limit them less than 50 characters. + +\item An additional line can be included as a longer description of the commit beneath the +50 character line. The second line is typically limited to 70 characters, but it is +considered reasonable to use as much space as needed. + +\end{itemize} + + +\section{Collaborative workflows with GitHub} +The processes through which developers interact with a software and other developers is +an essential component of extendability. +These processes should generally strive for efficiency while minimizing overhead. +Automated processes are better than manual processes, and objective is better than subjective. +The majority of collaborative software development processes occur on cloud-based resources on +the GitHub platform. + +\textbf{BP: Plan and coordinate software development efforts into a collaborative workflow using GitHub} + +\textbf{BP: Automate code quality feedback as much as possible via GitHub Actions} + +GitHub contains some key features for coordinating software development: +\begin{itemize} +\item Issue tracking + +\item Forum-style discussions + +\item Pull request and code review + +\item Project boards + +\item Releases + +\end{itemize} + +GitHub and git (see \ref{sec:version_control}) are tightly connected, but they are different +systems and serve different purposes in the development process. +Git is a version control system for tracking and merging changes to a software. +GitHub is a platform for orchestrating and coordinating the various processes that happen +around the development cycle. +GitHub activities add context on top of the individual changes captured in commits. +Whereas commits often capture low-level information, GitHub activities can map the low level +details to high-level efforts. + +Become familiar with GitHub features and leverage them to plan and communicate. + + + +GitHub features can be used a many ways. The primary features are described below and a typical +sequence of events across these features is described. +\begin{itemize} +\item \href{https://docs.github.com/en/discussions}{Discussions}: This is typically the starting point +for any collaboration. Create a discussion topic and engage with other model stakeholders +to define the idea and develop a proposed implementation. + +\item \href{https://docs.github.com/en/issues/tracking-your-work-with-issues/about-issues}{Issues}: +Document the proposed solution to a problem or implementation of a new feature as outlined +in the corresponding Discussion. Finalize the description and outline test cases to verify +the idea. + +\item \href{https://docs.github.com/en/issues/planning-and-tracking-with-projects/learning-about-projects/about-projects}{Projects}: +Collect Issues, Pull Requests, and generic cards to establish a relationship across all +ongoing works in progress. This is typically most useful for large development efforts +and prioritizing work for upcoming releases. + +\item \href{https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/proposing-changes-to-your-work-with-pull-requests/about-pull-requests}{Pull Requests}: +Pull Requests (PR) are a request to accept a change into a branch. This typically happens +across forks of a repository, but it can also happen between branches of the same fork. +During the implementation of an Issue, open a pull request to communicate that work is +ongoing. This is also the venue for code reviews. + +\item \href{https://docs.github.com/en/repositories/releasing-projects-on-github/about-releases}{Releases}: +A number of accepted pull requests can be aggregated to comprise one release, and this is +listed in a project’s GitHub Releases page along with release notes to describe the changes +and communicate relevant details. + +\end{itemize} + +\begin{figure}[htbp] \begin{center} +\includegraphics[width=0.8\textwidth]{mermaid-bfcb6a9556227d6b8158e111ddd0f37e43e4f635.png} +\caption{TODO} +\label{fig:fig3} \end{center} \end{figure} + +Along with git, GitHub provides a helpful mechanism to capture design intent, factors that lead +to particular decisions, and the evolution of a project for future reference. +However, it is important carefully craft the messages to avoid washing out information +with noise. +The following are guidelines to consider when engaging on GitHub. +\begin{itemize} +\item Descriptions of any activity should be well scoped and easily understandable. + +\item Pictures really are worth 1,000 words. Always include a diagram, plot, screenshot, or picture +when it will add clarity. + +\item Prefer actual text over of screenshots of text. GitHub is searchable, so text provides more +searchable context whereas screenshots do not. Additionally, text-based code snippets can be +copied easily by other users. + +\item Establish a practice of assigning responsibility for each Issue and Pull Request. Without +a person to take ownership, these will remain unaddressed. + +\end{itemize} + + +\section{Pull Requests} +A pull request is a request to merge a particular set of code changes into another copy of the +software, typically an agreed upon "main" version. + +Pull requests should include contextual information regarding the code change. The intention is +to convince reviewers and maintainers that the new code is in a good state and that it’s +inclusion would be a benefit to the project. This typically involves a contextual description of +the change and a description of why the change is valid and well tested. + +Futhermore, GitHub automatically constructs release notes from all of the pull requests merged +since the previous release. +It automatically takes the titles of each pull request to construct the release notes. +"Update XYZ" again provides no context and more work is required to communicate what has changed +to users and downstream dependencies. + +All version control messages (commits and pull requests) should communicate what the change +accomplishes. +Vague messages such as "updated solver" are distracting and lack meaning. + + +\section{Automated Quality Checks - Continuous-N} +Continuous Integration can be mean many things: +\begin{itemize} +\item Continuous building + +\item Continuous testing + +\item Continuous distribution + +\item Continuous integration (into the repository) + +\end{itemize} + + +\chapter{Code Stability} +The considerations given to long term stability of a software project directly correlate to the +lifespan and ultimate impact of the project. +When a software project has a stable code, all users can have consistent expectations +and the \ref{sec:extendability} is greatly improved. +In this context, stability means changing the source code in intentional and controlled ways +so that all users are able to adopt the changes with minimal effort. +Establishing code stability typically involves creating infrastructure to address needs around +dependency management, testing, profiling, and documentation. + +Code stability is most practically address through automated processes. +This infrastructure is typically automated through services like GitHub, +and it is targeted at developers in two categories: +\begin{itemize} +\item \textbf{Maintainers} who will keep the infrastructure running, update dependency versions and API’s, +and address bugs + +\item \textbf{Extenders} who will periodically return to the software to add new features + +\end{itemize} + +Nuances of research software: +- The landscape is broad and the associated ecosystem changes very quickly but adoption is very slow +- iOS for example runs on a small set of well-known hardware +\begin{itemize} +\item Research funding cycles do not include maintenance + +\end{itemize} + +The maintenance component of sustainability deals with ensuring that, even with no changes +internally, the software can continue to function with changes that happen externally. +This can involve updates to the software to support new operating systems, virtual machines, +runtime environments, and hardware components. +A recent example is the introduction of Apple computers with Arm-based CPU’s rather than the +canonical Intel x86 architecture. +This change resulted in unusable ecosystems of software including compilers, interpreters, +debuggers, and profilers that required upgrades to support the new systems. + +The extension component ensures that developers who work to add new features and improvements are +able to determine whether their change had the intended effect and no side effects. + + +\chapter{Accuracy} +Validation - Are you building the right thing? +Verification - Are you building the thing right? +\begin{itemize} +\item Barry Boehm, Software Engineering Economics, 1981 + +\end{itemize} + +Test driven development - formalize the ideas that drive development. +A portion of code should not be added without a formal proof of correctness and robustness. +Consider testing like writing a report - prove to the reader that it is correct and should be accepted. + +Phenomenon identification and ranking table +\begin{itemize} +\item David Maniaci + +\end{itemize} + + +\chapter{Methodologies for communicating intent and verifying implementation} +To understand how a change fits into the big picture, it is required to have a sense for the picture from the start. +Develop diagrams for code architecture and regularly check and update them as the architecture changes. + +Types of diagrams: +\begin{itemize} +\item State / flow diagrams + +\item Class hierarchy + +\item Data construction and operation - Show a representative problem describing how operations happen on data in various contexts (serial vs parallel, cpu vs gpu) + +\end{itemize} + +Identify and communicate the \textit{parti}. + +TODO: add descriptions and examples of UML +TODO: Describe communicating design intent + + + + + + + + + + +%%%%%%%%%%%%%%%%%% +% bibliography +%\cleardoublepage +%\label{sec:Bib} +%\nocite{*} %<--------- This command prints all entries in the bib file. Remove to cite only references cited in the report +%\printbibliography[heading=bibintoc, title={References}] + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{appendices} %<--------- All chapters after this will be labeled as appendices + + % Reset the figure and table numbering to be A.1, etc. + \counterwithin{figure}{chapter} + \counterwithin{table}{chapter} + + \appchapter{The engineer behind the research software} + \label{app:A} +Research software exists in a unique environment. +The breadth of experience in users and developers is more narrow than in other types of software, +and the funding mechanisms are often tied to results from using the software rather than +to the software tools themselves. +Because of these nuances of the research software environment, the incentives to create high +quality software are often lacking, and this can leave software developers with the difficult +choice of choosing to prioritize with their work or career but not both. +Therefore, it is important to directly consider the needs and expectations of the people +responsible for designing and implementing research software projects. + +The term research software engineer (RSE) is defined as: +\begin{quote} + +A Research Software Engineer (RSE) combines professional software engineering expertise with +an intimate understanding of research. +\url{https://society-rse.org/about/} +\end{quote} + +While modern research typically involves using research software, it is common for research +software engineers to focus skill development on either the research domain or the aspects +related to software engineering. +Additionally, the research environment in academia and government research labs are structured +to incentivize academic publication. +Therefore, the resulting teams are often comprised of domain researchers and research software +engineers. +The domain researchers inform the needs of the research software and are the primary users. +The RSE’s design and develop the software systems as well as manage various IT responsibilities +for the group such as creating computer-based workflows, managing data, constructing web-based +research artifacts, and training colleagues on best practices in research computing. + +In this context, note the difference between computer science and software engineering: +\begin{itemize} +\item \textbf{Computer science} is the study of computation, information, and automation. +Computer science spans theoretical disciplines (such as algorithms, theory of computation, +and information theory) to applied disciplines (including the design and implementation of +hardware and software). +\url{https://en.wikipedia.org/wiki/Computer\_science} + +\item \textbf{Software engineering} is an engineering-based approach to software development. A software +engineer is a person who applies the engineering design process to design, develop, maintain, +test, and evaluate computer software. The term programmer is sometimes used as a synonym, +but may emphasize software implementation over design and can also lack connotations of +engineering education or skills. + +Engineering techniques are used to inform the software development process, which involves the +definition, implementation, assessment, measurement, management, change, and improvement of +the software life cycle process itself. + +\url{https://en.wikipedia.org/wiki/Software\_engineering} + +\end{itemize} + +Treat a RSE as an engineer +\begin{itemize} +\item \textbf{Many have engineering or science degrees and treat their work as engineering.} +Don’t refer to them as "programmers" doing "programming". + +\item \textbf{Writing code and designing software systems are entirely different things, and the latter must be recognized relative to the value that it adds.} +Software design and software architecture are very complicated, and the process of developing +a design given various requirements is a design process. It involves stating requirements, +iterative design, and validation and verification of the design. It often takes years to fully +accomplish an objective and at the same time the landscape of computers and software +development is changing. Additionally, software is rarely created by one person, so the RSE +has to deal with managing multiple people making changes simultaneously while also trying to +meet the needs of the project. + +\end{itemize} + +In addition to acknowledgement of work and value added, it is important to provide meaningful +career guidance to RSE’s to serve both the personal goals of associated staff and ensure +that the projects have well-rounded contributors. RSE’s should have some level of domain +experience; that is to say that they should \textit{use} as well as \textit{develop} their software. +RSE’s should know the context in which their software exists. +They should be experts in the implementation and very good in the usage. +A typical career trajectory within the national lab environment look something like this: +\begin{itemize} +\item Year 1: Implementing models and developing tests and documentation + +\item Year 2: Second author on analyses, improved modeling, informing AOP, and writing developer-specific documentation + +\item Year 3: Lead author on analysis work, guiding the direction for future development projects, writing AOP, writing user-specific documentation + +\item Year 4: Proposing new work and seeking funding to expand the software project + +\end{itemize} + +In general, the amount of code written by a developer should peak around year 2 or 3 and +then start to drop. +It should not go to 0, but the majority of involvement in software development should be code +review, design, and project planning. + + + + +\section{Architecture} +Support modularity + +Design in such a way to allow for future flexibility +\begin{itemize} +\item Think about systems in discrete chunks rather than monoliths + +\item Consider how the system will scale in scope and in problem size + +\end{itemize} + +Design for usability +\begin{itemize} +\item Trap errors before they manifest into larger problems that are difficult to debug through +validation of input files and function inputs + +\item Adopt a logging framework +\begin{itemize} +\item Funnel messages to a particular place (terminal, file, nowhere) very easily + +\item Format messages to call out particular pieces of information + +\item Always include context! +\begin{itemize} +\item Users and developers will not know what you mean by "Invalid value" +unless they also have some context. Try this: "Invalid value in +ClassName.well\_named\_function(); wind speed must be positive". + +\end{itemize} + +\end{itemize} + +\item Avoid information overload. It’s too easy to ignore messages from a tool when there are +too many words. Respect the user’s attention, only give messages that are absolutely critical. + +\item Assume warnings will not be read-trap errors and inconsistencies instead. + +\item Avoid making decisions on behalf of the user +\begin{itemize} +\item It’s fine to provide default values, but its generally better to raise an error +when an invalid input is given. + +\item It may be tempting to use default values for new inputs to avoid breaking API’s, but +remember that this adds complexity for the user. These inputs now have the possibility +of being null or the value itself. If this input enables / disables a feature, this should +be made abundantly clear to the user. + +\end{itemize} + +\end{itemize} + +\end{appendices} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\end{document} + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%% Example figure, list, and table environments %%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +% %%% Example figure +% \begin{figure}[h] %<--------- placement options are (h)ere, (t)op, (b)ottom, (p)age. More than one option may be supplied. +% \centering +% \includegraphics[width=\columnwidth]{example-image-a} %<--------- path to graphics. Usually figures/ +% \caption[Optional short caption for LOF]{Actual caption for figure} +% \label{fig:fig1} +% \end{figure} + +% %%% Example subfigure +% \begin{figure}[h] +% \centering +% \begin{subfigure}[b]{0.48\columnwidth} +% \includegraphics[width=\columnwidth]{example-image-b} +% \caption{} +% \label{fig:} +% \end{subfigure} +% \hfill +% \begin{subfigure}[b]{0.48\columnwidth} +% \includegraphics[width=\columnwidth]{example-image-c} +% \caption{} +% \label{fig:} +% \end{subfigure} +% \caption} +% \label{fig:} +% \end{figure} + +% %%% Example list +% \begin{itemize} +% \item item 1 +% \item item 2 +% \end{itemize} + +% %%% Example table +% \begin{table} +% \caption[Optional short table caption for LOT]{Actual table caption} +% \label{tab:tab1} +% \centering +% \begin{tabular}{ccc} +% \hline +% a & b & c\\ +% d & e & f \\ +% \end{tabular} +% \end{table} + diff --git a/best_practices_report/mermaid-01550de4a7d8762d94edd56824c7cbc4bf7b9100.pdf 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+\ProvidesClass{nrel} +\typeout{ } +\typeout{NREL.cls -- v2.0.4, November 2022} +\typeout{Formats documents according to the NREL style guide} +\typeout{ } + +% ------------------------------------------------------------- +% Create Options +% ------------------------------------------------------------- +%% PDF properties +\pdfinterwordspaceon +\pdfminorversion=6 +% for processing of conditional statements +\RequirePackage{xifthen} +% Mark as draft +\newboolean{IsDraft} +\setboolean{IsDraft}{false} +% print links in black +\newboolean{blacklinks} +\setboolean{blacklinks}{false} +% Set flag to meet NREL RAAW requirements +% true by default +\newboolean{IsNREL} +\setboolean{IsNREL}{true} +% Set flag to meet EERE RAAW requirements +\newboolean{IsEERE} +\setboolean{IsEERE}{false} +% Set flag for confidentiality statement +\newboolean{IsConfidential} +\setboolean{IsConfidential}{false} +% tagged? +\newboolean{IsTagged} +\setboolean{IsTagged}{false} +% single appendix? +\newboolean{IssingleAppendix} +\setboolean{IssingleAppendix}{false} + +% ------------------------------------------------------------- +% Check for choice of package and formatting options +% ------------------------------------------------------------- +% look out for draft +\DeclareOption{draft}{ + \setboolean{IsDraft}{true} + \typeout{Formatting as draft} + } +% If EERE option is set, format as EERE RAAW +\DeclareOption{EERE}{ + \setboolean{IsEERE}{true} + \setboolean{IsNREL}{false} + \def\NREL@class{report} + \typeout{Using EERE report RAAW} +} +% NREL is assumed to be true by default +% unless switched off by EERE flag +\ifthenelse{\boolean{IsNREL}}{ + \def\NREL@class{report} + \typeout{Using NREL report RAAW} +}{} +% If tagged option is set, format as tagged pdf +\DeclareOption{tagged}{ + \setboolean{IsTagged}{true} + \typeout{PDF will be tagged} + } +% If confidential option is set, add confidentiality statement +\DeclareOption{confidential}{ + \setboolean{IsConfidential}{true} + \typeout{Confidentiality statement added to title page and headers} + } +% report has single appendix, change formatting +\DeclareOption{singleAppendix}{ + \setboolean{IssingleAppendix}{true} + \typeout{Changing format for single appendix} + } + +% ------------------------------------------------------------- +% Process Options +% ------------------------------------------------------------- +\DeclareOption*{\PassOptionsToClass{\CurrentOption}{\NREL@class}} +\ExecuteOptions{12pt} +\ProcessOptions\relax +\LoadClass{\NREL@class} + +% ------------------------------------------------------------- +% Package Loading +% ------------------------------------------------------------- + +% titlepage stu +\RequirePackage{titling} +\RequirePackage{datetime} +\newdateformat{monthyeardate}{% + \monthname[\THEMONTH], \THEYEAR} +% for multiple authors/affils +\RequirePackage{authblk} +% NAG: check for outdated packages +\RequirePackage[l2tabu, orthodox]{nag} +% GEOMETRY: set page size +% \RequirePackage[head=0.125in,top=0.9in,bottom=1in,inner=1in,outer=1in,includefoot]{geometry} +\RequirePackage[letterpaper, top=0.5in,bottom=1in,inner=1in,outer=1in,includefoot]{geometry} +% MATHPTMX Times for roman text and math (family ptm) +\RequirePackage{mathptmx} +% Helvetica for sans serif (family phv) +\RequirePackage[scaled=0.83]{helvet} +% Courier for typewriter font (family pcr) +\RequirePackage{courier} +% ams math +\RequirePackage{amsfonts,amssymb,amsmath} +% gensymb. Required for degrees symbol +\RequirePackage{gensymb} +% acronyms +\RequirePackage{acronym} +\renewcommand*\aclabelfont[1]{\acsfont{#1}} +% Prevent orphan lines and windows +\RequirePackage[all]{nowidow} +% % better tables +\RequirePackage{booktabs} +% \RequirePackage{tabularx} +% For including figures, ignoring the draft status +\RequirePackage[final]{graphicx} +% use fonts of type T1 +\RequirePackage[T1]{fontenc} +% colours +\RequirePackage{xcolor} +\definecolor{nrelblue}{RGB}{0, 121, 193} +% set languages +\RequirePackage[english]{babel} +% To stop hyphenation in titles etc +\RequirePackage{hyphenat} +% prevent hyphenation across page break +\brokenpenalty10000\relax +% spacing +\RequirePackage{setspace} +\RequirePackage{parskip} +% to-do notes +\RequirePackage{todonotes} +% code listings +\RequirePackage{listings} +\RequirePackage[utf8]{inputenc} +\RequirePackage{etoolbox} +\RequirePackage[]{titlesec} +\RequirePackage[title,titletoc]{appendix} +%% ---------------------------- +%% References section +%% ---------------------------- +% For formatting the bibliography. See guidance +\RequirePackage[babel]{csquotes} +\usepackage[authordate, + backend=biber, + natbib, + bibencoding=inputenc, + sorting=nyt, + doi=true, + maxbibnames=10, + giveninits=true, + maxcitenames=3, + ]{biblatex-chicago} +% change the name of the bib +% (see http://tex.stackexchange.com/questions/82993/how-to-change-the-name-of-document-elements-like-figure-contents-bibliogr) +\DefineBibliographyStrings{american}{% + bibliography = {References}, +} +% No indentation +\setlength{\bibhang}{0pt} +% bibitemsep = 12 pt +\setlength{\bibitemsep}{8pt} + +% fix spacing between heading and references +\AtBeginBibliography{ + % \titleformat{\chapter}{\fontsize{18pt}{0pt}\bfseries\selectfont} + % \vspace*{12pt} + } +% see NREL formatting guidelines at +% https://communications_resources.nrel.gov/style_guide/references +% technical reports +\DeclareBibliographyAlias{techreport}{book} +% make one type of publication look like another +% map unknown bibliography entry types to the misc type +\DeclareBibliographyAlias{*}{misc} +% make sure URLs in the bibliography are shown in roman fonts +\urlstyle{same} + +% -------------------------------------------------------- +% Main Code +% -------------------------------------------------------- +% NREL default is ragged right. +% Load ragged2e so \justifying and environment justify are available. +% Redefines \centering, \raggedleft, and \raggedright, and environments center +% flushleft and flushright to use versions made by ragged2e. +% Sets default alignment to ragged right. +% To override, use the command \justifying or the environment justify. +\RequirePackage[newcommands,document]{ragged2e} + +%This changes parindent to 0 +\setlength{\RaggedRightRightskip}{0pt plus 3em} + + +% ------------------------------------------- +% Changes to TOC and list of figures/tables +% ------------------------------------------- +% improved table of contents and list of figures/tables +\RequirePackage{tocloft} +% remove numbering on bibliography but still allow in TOC +\RequirePackage[nottoc, notlot, notlof]{tocbibind} + +% add Figure before # and a period after +\renewcommand{\cftfigfont}{\fontfamily{phv} Figure } +\renewcommand{\cfttabfont}{\fontfamily{phv} Table } +\renewcommand{\cftfigaftersnum}{.} +\renewcommand{\cfttabaftersnum}{.} + +% title font +\renewcommand{\cfttoctitlefont}{\color{nrelblue} \raggedright \fontsize{18}{6}\sffamily\bfseries} +\renewcommand{\cftloftitlefont}{\color{nrelblue} \raggedright \fontsize{18}{6}\sffamily\bfseries} +\renewcommand{\cftlottitlefont}{\color{nrelblue} \raggedright \fontsize{18}{6}\sffamily\bfseries} +\renewcommand{\cftchapfont}{ \fontsize{10pt}{10pt}\sffamily\bfseries} +\renewcommand{\cftsecfont}{ \fontsize{11pt}{11pt}} +\renewcommand{\cftsubsecfont}{ \fontsize{11pt}{11pt}} + +% linespacing in the TOC +\setlength\cftparskip{-2pt} +\setlength\cftbeforechapskip{2pt} +\setlength\cftbeforesecskip{2pt} +\setlength\cftbeforesubsecskip{2pt} +\setlength\cftaftertoctitleskip{-6pt} +\setlength{\cftbeforetoctitleskip}{-6pt} + +% Rename the title of contents +\addto{\captionsenglish}{\renewcommand*{\contentsname}{\fontsize{18}{18} Table of Contents}} +% add dotfill in toc +\renewcommand{\cftchapleader}{\cftdotfill{\cftdotsep}} + +% remove indentation +\setlength{\cftfigindent}{0pt} +\setlength{\cfttabindent}{0pt} + +% don't add extra spaces in list of figures between chapters +\newcommand*{\noaddvspace}{\renewcommand*{\addvspace}[1]{}} +\addtocontents{lof}{\protect\noaddvspace} +\addtocontents{lot}{\protect\noaddvspace} +\setlength{\cftbeforefigskip}{5pt} +\setlength{\cftbeforetabskip}{5pt} +\setlength{\cftaftertoctitleskip}{0pt} +\setlength{\cftafterloftitleskip}{0pt} +\setlength{\cftafterlottitleskip}{0pt} + +% ------------------------------------------- +% Changes to the chapter and section markings +% ------------------------------------------- +% Chapter Headings +\renewcommand{\@makechapterhead}[1]{% + \vspace*{-20\p@}% + {\color{nrelblue} \parindent \z@ \raggedright \normalfont \interlinepenalty\@M + \ifnum \c@secnumdepth >\m@ne + \fontfamily{phv} \fontsize{18}{6}\fontseries{b}\selectfont + \thechapter \hspace*{1em}#1 + \else + \fontfamily{phv} \fontsize{18}{6}\fontseries{b}\selectfont #1 + \fi + \par\nobreak + % \vspace*{0pt} + }} +\renewcommand{\@makeschapterhead}[1]{% + \vspace*{-20\p@}% + {\color{nrelblue} \parindent \z@ \raggedright \normalfont \interlinepenalty\@M + \Large\sffamily\bfseries #1 + \par\nobreak + % \vspace*{-12pt} + } + } + +% Section Headings +\renewcommand{\section}{% + \@startsection{section}{1}{\z@} + {-3.25ex \@plus -1ex \@minus -.2ex} + {0.25ex \@plus .2ex} + {\color{nrelblue}\fontfamily{phv}\fontsize{14}{14}\fontseries{b}\selectfont}} +\renewcommand{\subsection}{% + \@startsection{subsection}{2}{\z@} + {-3.25ex \@plus -1ex \@minus -.2ex} + {0.25ex \@plus .2ex} + {\color{nrelblue}\sffamily\normalsize\bfseries\slshape}} +\renewcommand{\subsubsection}{% + \@startsection{subsubsection}{3}{\z@} + {-3.25ex \@plus -1ex \@minus -.2ex} + {0.25ex \@plus .2ex} + {\color{nrelblue}\sffamily\normalsize\itshape}} +\renewcommand{\paragraph}{% + \@startsection{paragraph}{4}{\z@} + {-3.25ex \@plus -1ex \@minus -.2ex} + {0.25ex \@plus .2ex} + {\bfseries\normalsize}} +\renewcommand{\subparagraph}{% + \@startsection{subparagraph}{5}{\z@} + {-3.25ex \@plus -1ex \@minus -.2ex} + {0.25ex \@plus .2ex} + {\bfseries\normalsize\itshape}} + +% \renewenvironment{table} +% {\@float{table} \fontfamily{phv}\selectfont} +% {\end@float} +% inherit fonts etc from TOC +\let\printlottitle\printtoctitle +\let\printloftitle\printtoctitle + +% % Format Captions +% % see e.g. http://www.peteryu.ca/tutorials/publishing/latex_captions for details of how to adjust +\RequirePackage{caption} +\RequirePackage{subcaption} +\captionsetup[table]{font={small,sf,bf}, + labelfont={small,sf,bf}, + textfont={small,sf,bf}, + position=above, + labelsep=period, + justification=centering, + singlelinecheck=true, + aboveskip=0pt, + belowskip=0pt} +\captionsetup[figure]{font={small,sf,bf}, + labelfont={small,sf,bf}, + textfont={small,sf,bf}, + position=below, + labelsep=period, + justification=centering, + singlelinecheck=true, + belowskip=0pt, + aboveskip=0pt} + +% number figures and tables continuously across chapters +\RequirePackage{chngcntr} +\counterwithout{figure}{chapter} +\counterwithout{table}{chapter} +\counterwithout{footnote}{chapter} + +\RequirePackage{footmisc} +\renewcommand{\footnotelayout}{\fontsize{10pt}{10pt}} +\renewcommand{\footnoterule}{% Kerns avoid vertical space + \kern -3pt % This -3 is negative + \hrule width 0.3\textwidth height 0.4pt % of the sum of this 1 + \kern 10pt} % and this 2 +% \renewcommand{\thefootnote}{\fnsymbol{\fontsize{10pt}{10pt}footnote}} + +% Note that if we use the front matter / main matter, we have to change numbers +% need to renew the front, main, and back matter commands +\makeatletter + \newcommand{\frontmatter}{% + \renewcommand\thechapter{\hspace{-1.65ex}} + \pagenumbering{roman} % + \setcounter{page}{3} % + \setcounter{figure}{0} % + \renewcommand{\thefigure}{\Alph{figure}} % + \setcounter{table}{0} % + \renewcommand{\thetable}{\Alph{table}} + } + \newcommand{\mainmatter}{% + \clearpage % + \renewcommand\thechapter{\arabic{chapter}} + \setcounter{chapter}{0} % + \pagenumbering{arabic} % + \setcounter{figure}{0} % + \renewcommand{\thefigure}{\arabic{figure}} % + \setcounter{table}{0} % + \renewcommand{\thetable}{\arabic{table}}% + \setlength\parskip{8pt} + } + \newcommand{\backmatter}{} +\makeatother + +% deal with the appendix +\renewcommand\appendix{\par + \setcounter{chapter}{0} + \setcounter{section}{0} + \setcounter{footnote}{0} + % counters should reset each chapter + \counterwithin{figure}{chapter} + \counterwithin{table}{chapter} + % footnote formatting + \renewcommand*{\thefootnote}{\fnsymbol{\fontsize{10pt}{10pt}footnote}} +} + +\ifthenelse{\boolean{IssingleAppendix}}{ % true + \AtBeginEnvironment{appendices}{ + \titleformat{\chapter}{\fontfamily{phv}\fontsize{18}{0}\selectfont\bfseries}{\textcolor{nrelblue} + {Appendix}}{11pt}{\textcolor{nrelblue}} + \titlespacing*{\chapter}{0pt}{-20pt}{0pt} + } %<--------- Use this if only one appendix + \newcommand{\appchapter}[1]{ + \chapter*{Appendix\hspace{11pt} #1} + \addcontentsline{toc}{chapter}{{#1}}} + } + {% False + \AtBeginEnvironment{appendices}{ + \titleformat{\chapter}{\fontfamily{phv}\fontsize{18}{0}\selectfont\bfseries}{\textcolor{nrelblue} + {Appendix \thechapter.}}{11pt}{\textcolor{nrelblue}} + \titlespacing*{\chapter}{0pt}{-20pt}{-6pt} + } %<--------- Use this if more than one appendix + \newcommand{\appchapter}[1]{ + \chapter{#1}} + } + + +% check that the default san-serif font is sort-of-arial +% (required for tables) +% \renewcommand{\sfdefault}{phv} % Arial +% Indenting and spacing between paragraphs +\setlength{\parindent}{0pt} + +%----------------------- +% GENERAL CODE +%----------------------- +% Require at least 3 characters before a hyphenation. +\lefthyphenmin=3 + +% Don't hyphenate the months (or any proper noun---other proper nouns must be addressed in the tex file +\hyphenation{January February April July August September October December Department Energy National Renewable Laboratory Washington Colorado Standard} + +% Enumerate list environment -- change the default numbering to match our style +\renewcommand{\theenumi}{\arabic{enumi}} +\renewcommand{\theenumii}{\Alph{enumii}} +\renewcommand{\theenumiii}{\roman{enumiii}} +\renewcommand{\theenumiv}{\alph{enumiv}} +\renewcommand{\labelenumi}{\theenumi.} +\renewcommand{\labelenumii}{\theenumii.} +\renewcommand{\labelenumiii}{\theenumiii.} +\renewcommand{\labelenumiv}{\theenumiv)} + +% Draft mode +\ifthenelse{\boolean{IsDraft}}{ % tue + \RequirePackage{draftwatermark} + \SetWatermarkAngle{60} + \SetWatermarkLightness{0.875} + \SetWatermarkFontSize{6cm} + \setboolean{blacklinks}{false} + }{% False + } + +% % Add .pdf links +% \ifthenelse{\boolean{blacklinks}}{% True +% \RequirePackage[ +% final, +% pdfa, +% linktocpage, +% colorlinks, +% linktoc=all, +% linkcolor=black, +% citecolor=black, +% menucolor=black, +% urlcolor=black, +% pdfborder={0 0 0}, +% unicode, +% pdflang={en-US} +% ]{hyperref} +% }{% False +% \RequirePackage[ +% final, +% pdfa, +% linktocpage, +% colorlinks, +% linktoc=all, +% linkcolor=black, +% citecolor=nrelblue, +% menucolor=black, +% urlcolor=nrelblue, +% pdfborder={0 0 0}, +% unicode, +% pdflang={en-US} +% ]{hyperref} +% } + +% Enable tooltips +\RequirePackage[linewidth = 0]{pdfcomment} + +%%%#TODO review verbatim/listings code +%% ---------------------------- +%% CODE / VERBATIM +%% ---------------------------- +% \@ifundefined{lstlisting}{}{% +% \let\verbatim\relax% +% \lstnewenvironment{verbatim}{\lstset{language=[LaTeX]TeX, % the language of the code +% basicstyle=\small\sffamily, +% numbers=none, % where to put the line-numbers +% numberstyle=\tiny\color{gray}, % the style that is used for the line-numbers +% stepnumber=1, % the step between two line-numbers. If it's 1, each line will be numbered +% numbersep=5pt, % how far the line-numbers are from the code +% backgroundcolor=\color{white}, % choose the background color. You must add \usepackage{color} +% showspaces=false, % show spaces adding particular underscores +% showstringspaces=false, % underline spaces within strings +% breaklines=true, % sets automatic line breaking +% breakatwhitespace=true, % sets if automatic breaks should only happen at whitespace +% keywordstyle=\color{blue}, % keyword style +% commentstyle=\color{gray}, % comment style +% stringstyle=\color{green}, % string literal style +% escapeinside={\%*}{*)}, % if you want to add a comment within your code +% morekeywords={*,...}}% % if you want to add more keywords to the set +% }{}% +% } + +%%#TODO update the page format (fancy head/foot) +%% ---------------------------- +%% ACCESSIBILITY +%% ---------------------------- +\ifthenelse{\boolean{IsTagged}}{% True + \RequirePackage[tagged,highstructure]{accessibility} +}{} + +% need to add page number and availability information to every page, including new chapters. +\RequirePackage{fancyhdr} +% \fancyhf{} % clear all header and footer fields +\ifthenelse{\boolean{IsConfidential}}{%IsConfidential==True + \fancypagestyle{nrel}{% + \fancyhf{} + \renewcommand{\headrulewidth}{0pt} + \fancyfoot[C]{\thepage\\\vspace{1em} \textbf{The contents of the report are confidential} }} +}{%IsConfidential==False + \fancypagestyle{nrel}{% + \fancyhf{} + \renewcommand{\headrulewidth}{0pt} + \fancyfoot[C]{\thepage\\\vspace{1em} \fontsize{10pt}{10pt}\sffamily \textcolor{lightgray}{This report is available at no cost from the National Renewable Energy Laboratory (NREL) at \href{www.nrel.gov/publications}{www.nrel.gov/publications}}} +} + + + % \renewcommand{\headrulewidth}{0.5pt} + % \renewcommand{\headrule}{\hbox to\headwidth{% + % \color{nrelblue}\leaders\hrule height \headrulewidth\hfill}} + + % \renewcommand{\footrulewidth}{0.5pt} + % \renewcommand{\footrule}{\hbox to\headwidth{% + % \color{nrelblue}\leaders\hrule height \headrulewidth\hfill}} +% \thispagestyle{nrel} +% \pagestyle{nrel} +} + +\appto\frontmatter{\pagestyle{nrel}} +\appto\mainmatter{\pagestyle{nrel}} +\appto\backmatter{\pagestyle{empty}} + +% note that the first page of a chapter uses "plain", so we need to redefine that to match the "nrel" page style. +% \let\ps@plain\ps@nrel + + + +%% command to scrape authors from authblk (without affils or markers) +\RequirePackage{xstring} +\RequirePackage{hyperref} + +\typeout{TEST LOCATION} +\makeatletter +\typeout{AB@authlist} +\pdfstringdef\cleanlist{\AB@authlist} +\makeatother +\StrDel{\cleanlist}{1}[\cleanlist] +\StrDel{\cleanlist}{2}[\cleanlist] +\StrDel{\cleanlist}{3}[\cleanlist] +\StrDel{\cleanlist}{4}[\cleanlist] +\StrDel{\cleanlist}{5}[\cleanlist] + +%% add pdf title and authors +\makeatletter +\typeout{\cleanlist} +\hypersetup{ + final, + linktocpage, + colorlinks=false, + linktoc=all, + linkcolor=black, + citecolor=nrelblue, + menucolor=black, + urlcolor=nrelblue, + pdfborder={0 0 0}, + unicode, + pdflang={en-US}, + pdftitle=\@title, + pdfauthor={Nicholas Hamilton}, + hypertexnames=false, + bookmarksnumbered + % pdfauthor={\cleanlist} +} +\makeatother + + +%% format of make title (title, authors, affils) +\makeatletter + \renewcommand{\maketitle}{\bgroup\setlength{\parindent}{0pt} + \null + \vskip 2em% + \begin{flushright} + \fontfamily{phv} + \textbf{\huge{\@title}} + \vskip 1.5em% + \large{\@author} + \vskip 1em% + \end{flushright} + \egroup + } +\makeatother + + +%#TODO add ifthenelse statement to change from NREL cover page to EERE cover page +%% THINGS WE NEED TO DO AT THE START OF THE DOCUMENT +\AtBeginDocument{ + \setlength{\headsep}{6em} + + % ------------------------------------- + % hard-coded formatting for title page + % * no changes needed * + % ------------------------------------- + \thispagestyle{empty} + \centering + % \vspace*{-8em} + % \includegraphics[width=\textwidth]{header}\\ + \vspace*{4em} + \begin{flushright} + \begin{minipage}{0.7\textwidth} + \maketitle + \end{minipage} + \\ + \vfill + \begin{minipage}[b]{0.75\textwidth} + \begin{minipage}[b]{0.7\textwidth} + This is a temporary cover page. + A final cover page will be generated by comms with current style and formatting.\\ + \vspace{2ex} + \textbf{v2.0.4, November 2022} + \end{minipage} + \end{minipage} + \end{flushright} + \raggedright +% \clearpage +} + +% end of file From 41239a7cf0491b52a2d402fc07ae825839cebdaa Mon Sep 17 00:00:00 2001 From: Rafael M Mudafort Date: Mon, 2 Oct 2023 10:48:56 -0500 Subject: [PATCH 02/11] Remove sections These will be added again in future revisions --- best_practices_report/best_practices.pdf | Bin 0 -> 154096 bytes best_practices_report/best_practices.tex | 267 ----------------------- 2 files changed, 267 deletions(-) create mode 100644 best_practices_report/best_practices.pdf diff --git a/best_practices_report/best_practices.pdf b/best_practices_report/best_practices.pdf new file mode 100644 index 0000000000000000000000000000000000000000..420342261757bdc8b65720ffe63f91e338454847 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short} -The purpose of each software project, the reason for it’s existence and idealized impact, will -be unique to the project based on it’s stakeholders, funding mechanisms, and topic area. -A common thread across all projects, though, is to apply principles of Design in planning -development efforts. -It is often useful to consider varying fidelities of time such as short term feature -implementations as well as long term strategic targets. -A key component of design thinking is to identify the question or need that a software project -and the activities in developing it will answer or resolve. -As a framework for identifying these targets, ask the following questions of a project: -\begin{itemize} -\item What is its purpose? - -\item Who will use it? - -\item How will they use it? - -\item For how long should it be active or relevant? - -\item What is the intended impact? - -\end{itemize} - -In all development activities, the user should be considered. -After all, the current developers will also be end-users at some time in the future. -People outside the current development process, including active developers at another time, -will not have the current context. -All code, algorithms, procedures, documentation, and associated work should maintain this -perspective. -Include details so that a newcomer can reasonably understand the meaning and impact of any -part of the project - and beware of underestimating what is reasonable or overestimating -human memory or ability to read the docs. - - -Your idea is irrelevant until someone else can accurately communicate it back to you. -Consider your future self - how will your decisions now impact your work in one year, two years, ten years? -Research software should be predictable and easy -\begin{itemize} -\item Nothing clever - -\item Use ubiquitous tools - -\item Basically, prevent users from having to go down rabbit holes to understand some nuance of your code -Study and adopt the \ref{sec:zen}. Consider them the Zen of WETO Software Development. - -\end{itemize} -Who are the stakeholders? \begin{itemize} -\item Supporters: Funders and programmatic leaders (PI’s) - -\item Two kinds of users: -\begin{enumerate} -\item Practitioners who run the software and evaluate results -\item Developers who extend or integrate the software into other systems - -\end{enumerate} \end{itemize} -How will stakeholders interact with the software? \begin{itemize} -\item Supporters need text-based and graphical information - -\item Address the anticipated needs of the target users -\item Make installation as absolutely easy as possible; automate distribution and installation and -focus time on documentation for getting users started -\end{itemize} - -How will practitioners "level up"? -\begin{itemize} -\item Design software behavior and interfaces to be consistent and predictable -\item Provide quality error messages with contextually relevant information \end{itemize} -How will developers extend the software without breaking it? -\begin{itemize} -\item Design the architecture so that new features can be clearly scoped within the context of -the larger framework - -\item Use simple code style (syntax) unless obfuscation is absolutely critical -\begin{itemize} -\item Choose common libraries with healthy developer ecosystems - -\item Use version control to manage concurrent work - -\item Leverage GitHub features like Pull Requests and Issues to document issues, propose -solutions and requirements, and provide code review feedback - -\item \end{itemize} - -\end{itemize} - -**Point out that one overarching theme is to DOCUMENT! Write, draw, model - whatever you need - to -communicate the ideas in your head. If you aren’t able to make someone else understand your idea, -it might as well not exist. -\textbf{An idea only exists if it has been communicated.} - -Additional considerations specific to research software: -\begin{itemize} -\item Dont be clever -\begin{itemize} -\item Ubiquity is essential in research software. Use common standards and conventions. - -\item Many developers are not specialists in software development. Consider them as first-order -users and meet their needs. Obfuscated meaning through syntactic sugar degrades the -extendability of the software, in general. See the next line. - -\end{itemize} - -\item Keep it super simple (KISS) - -\end{itemize} - -Software projects exist in varying levels of maturity. -These best practices should be applied in proportion to the maturity of the project. - -consider two kinds of "users": -\begin{itemize} -\item Developers - write new code or modify existing code including infrastructure and documentation - -\item Practitioners - execute the software either directly or as a part of another system - -\end{itemize} - -Why we care about software quality -\begin{itemize} -\item Collaboration - -\item Workflows - -\item Accessibility - -\end{itemize} - - -\chapter{Call To Action} -\label{\detokenize{best_practices:call-to-action}} -Develop a style guide -\begin{itemize} -\item One for syntax and code style - -\item Another for architecture and design style - -\item This is most relevant for long term software projects, but it can be useful to articulate -these ideas even for yourself. As in, in the course of developing various projects, iterate -on your own personal style guide. - -\item Start with \href{https://pep8.org}{pep8} and customize for yourself and your projects - \end{itemize} -Automate the following: -\begin{itemize} -\item Testing: run the full test suite for every commit in less than 30 minutes - -\item Performance profiling: include a statistical measure of performance for each commit - -\item Code coverage: report code coverage to a coverage dashboard service (codecov, coveralls) - -\item Distribution: build and distribute to all package managers for every release -\item Documentation Hosting: use a service to compile documentation from markup files (md, rst, etc) -using a mature framework (jekyll, jupyter-book, etc) -\end{itemize} -Adopt a framework for testing: -\begin{itemize} -\item pytest for Python -\item google test for C++ -\end{itemize} -Adopt a framework for constructing documentation: -\begin{itemize} -\item Jekyll -\item Jupyter-book -\item Sphinx -And host it using a typical service -\item GitHub Actions -\item readthedocs -\end{itemize} - -Develop a culture of discussing the features in the software outside of the context of the software, first. -Then, relate it to the software. -A common method for this is a design document where new work is described, scoped, prototyped, -and validated using plain language, graphics, and math. -Write a design document: -\begin{itemize} -\item Identify target users -\item Describe broad themes in the design - What are the objectives of the software architecture? -\item Prototype intended uses like a storyboard -\end{itemize} -Submit to Journal of Open Source Software (JOSS) \chapter{Accessibility} @@ -1011,93 +831,6 @@ \section{Automated Quality Checks - Continuous-N} \end{itemize} -\chapter{Code Stability} -The considerations given to long term stability of a software project directly correlate to the -lifespan and ultimate impact of the project. -When a software project has a stable code, all users can have consistent expectations -and the \ref{sec:extendability} is greatly improved. -In this context, stability means changing the source code in intentional and controlled ways -so that all users are able to adopt the changes with minimal effort. -Establishing code stability typically involves creating infrastructure to address needs around -dependency management, testing, profiling, and documentation. - -Code stability is most practically address through automated processes. -This infrastructure is typically automated through services like GitHub, -and it is targeted at developers in two categories: -\begin{itemize} -\item \textbf{Maintainers} who will keep the infrastructure running, update dependency versions and API’s, -and address bugs - -\item \textbf{Extenders} who will periodically return to the software to add new features - -\end{itemize} - -Nuances of research software: -- The landscape is broad and the associated ecosystem changes very quickly but adoption is very slow -- iOS for example runs on a small set of well-known hardware -\begin{itemize} -\item Research funding cycles do not include maintenance - -\end{itemize} - -The maintenance component of sustainability deals with ensuring that, even with no changes -internally, the software can continue to function with changes that happen externally. -This can involve updates to the software to support new operating systems, virtual machines, -runtime environments, and hardware components. -A recent example is the introduction of Apple computers with Arm-based CPU’s rather than the -canonical Intel x86 architecture. -This change resulted in unusable ecosystems of software including compilers, interpreters, -debuggers, and profilers that required upgrades to support the new systems. - -The extension component ensures that developers who work to add new features and improvements are -able to determine whether their change had the intended effect and no side effects. - - -\chapter{Accuracy} -Validation - Are you building the right thing? -Verification - Are you building the thing right? -\begin{itemize} -\item Barry Boehm, Software Engineering Economics, 1981 - -\end{itemize} - -Test driven development - formalize the ideas that drive development. -A portion of code should not be added without a formal proof of correctness and robustness. -Consider testing like writing a report - prove to the reader that it is correct and should be accepted. - -Phenomenon identification and ranking table -\begin{itemize} -\item David Maniaci - -\end{itemize} - - -\chapter{Methodologies for communicating intent and verifying implementation} -To understand how a change fits into the big picture, it is required to have a sense for the picture from the start. -Develop diagrams for code architecture and regularly check and update them as the architecture changes. - -Types of diagrams: -\begin{itemize} -\item State / flow diagrams - -\item Class hierarchy - -\item Data construction and operation - Show a representative problem describing how operations happen on data in various contexts (serial vs parallel, cpu vs gpu) - -\end{itemize} - -Identify and communicate the \textit{parti}. - -TODO: add descriptions and examples of UML -TODO: Describe communicating design intent - - - - - - - - %%%%%%%%%%%%%%%%%% From 9137493311ba33e3ad3b6403ba07d6bd4bcdad00 Mon Sep 17 00:00:00 2001 From: Rafael M Mudafort Date: Mon, 2 Oct 2023 10:47:26 -0500 Subject: [PATCH 03/11] Add summary section --- best_practices_report/best_practices.tex | 53 ++++++++++++++++++++++++ 1 file changed, 53 insertions(+) diff --git a/best_practices_report/best_practices.tex b/best_practices_report/best_practices.tex index eb25fff..933b7ff 100644 --- a/best_practices_report/best_practices.tex +++ b/best_practices_report/best_practices.tex @@ -162,19 +162,72 @@ \chapter{Executive Summary} +\chapter{Summary of best practices} +\nameref{sec:accessibility} \begin{itemize} +\item Determine the barriers to entry for expected users and address accessibility accordingly. +Automate accessibility methods and processes so that it is implicit in the software +development process. +\item Prerequisite knowledge - Identify target user profiles and anticipate their levels of understanding. +Accurately understand the complexity of the systems used to access the software, and evaluate +whether this matches the expected skills in target users. +Note that technical solutions can be augmented with documentation to address gaps in prerequisite +knowledge. +\item Distribution - Provide a streamlined method of installation using common software distribution systems. \end{itemize} +\nameref{sec:usability} \begin{itemize} +\item User interface - UIs should be predictable, and adopt existing conventions for the contexts +in which they exist. +\item Command line interface - If a CLI exists, it should be meaningful, predictable, and well documented. +Refer to contextual guidelines and conventions for flags, syntax, and functionality. +At a minimum, provide documentation via the help flag, and extended documentation alongside +examples and tutorials is helpful. +\item Input and output files - Use a common file structure relevant to the type of data produced from a software, +and leverage the existing ecosystem of tools to pre and post-process input and output files. +\item Error messages - Identify an error messaging system that enables communicating to users without encumbering +the development process. +Provide useful errors that include data, provide guidance for moving forward, and help maintainers +identify potential bugs. +\item Metadata - Providing metadata to users requires minimal effort for developers, and it enables users to more +effectively share and compare data and get help. At a minimum, display version numbers, critical +settings, and dependency info. \end{itemize} +\nameref{sec:extendability} +\begin{itemize} +\item How easily a project can be extended is critical to it's viability as a long term +DOE-funded project. +Prioritize simplicity in architecture, dependencies, and toolchains. +Create a development environment balancing modern needs with stability. +\item Code style - Strive to write code that external developers can easily read and comprehend with minimal +preexisting context. +\item Architecture and design - Adopt an explicit design process where the major ideas are made chosen prior to writing any code. +\item Software design process - Create a parti and list performance requirements for each level of fidelity in the software. +Establish methods to validate the design and implementation given knowledge of how a software +is ultimately used. +\item Design patterns - Study existing design patterns, and adopt a few, as needed. +Refer to existing materials especially relevant to research software architecture. +\item Version control - Craft a version control history that communicates the evolution of changes of the software +to future developers including the author of current changes. +Evolve the software in a logical, linear process with digestible, easily reviewable changes. +\item Collaborative workflows with GitHub - Treat GitHub as the home page of a software project, and develop the planning and coordination +activities as a first-order communication, signalling, and organizational mechanism for the +community of users. +\item Pull Requests - All components of a pull request should be considered documentation for future reference +and an aspect of version control. +PR reviews should be verbose, thorough, positive, and referential to guiding documents. +\item Continuous integration: automating tests, compliance, and delivery - Codify software quality by establishing automated systems to check and provide feedback +within the development process. +Offload as many manual processes as possible and practical to the continuous integration system. \end{itemize} From 7a80bd3551953ff329a50fe331b14a8588cbfff6 Mon Sep 17 00:00:00 2001 From: Rafael M Mudafort Date: Mon, 2 Oct 2023 11:07:41 -0500 Subject: [PATCH 04/11] Update accessibility section --- best_practices_report/best_practices.tex | 86 ++++++++---------------- 1 file changed, 28 insertions(+), 58 deletions(-) diff --git a/best_practices_report/best_practices.tex b/best_practices_report/best_practices.tex index 933b7ff..0e570a6 100644 --- a/best_practices_report/best_practices.tex +++ b/best_practices_report/best_practices.tex @@ -231,56 +231,32 @@ \chapter{Summary of best practices} \end{itemize} - - - - - - - - - - - - - - - - - \chapter{Accessibility} +\label{sec:accessibility} + Accessibility is concerned with how practitioners are expected to obtain and integrate a software into their processes. The product that is to be obtained is the executable version of the software. In the case of compiled programming languages, this is a binary executable or library file, while interpreted languages typically require distributing the source code directly. -For guidance on developer accessibility, see \ref{sec:extendability}. - -Summary: -\begin{itemize} -\item Determine the expected or targeted user profile up front and address accessibility accordingly -\begin{itemize} -\item Domain experts will need less hand holding than graduate students or the general public - -\end{itemize} - -\item Automate accessibility - -\end{itemize} +For guidance on developer accessibility, see \nameref{sec:extendability}. +The technical approaches to address accessibility depend on the targeted users. +To identify methods for improving accessibility, first identify the expected users and +anticipate their barriers to entry. +Then, create processes and technical solutions to minimize these barriers. +Finally, automated the processes so that accessibility is implicit to the process rather than +dependent on developers remembering to meet these needs. \section{Prerequisite knowledge} + Using a computer in a scientific context is a learned skill and requires years of practice to -become proficient. Tools like a "terminal", "shell", or "command prompt" are not initially +become proficient. Tools like a "terminal", "shell", or "command prompt" are not universally intuitive, and that these three terms are used interchangeably can lead to further confusion. This is an example of a barrier to entry often encountered by early-career researchers and experienced practitioners alike. In order to improve accessibility, it is important to understand the experience of users and design software to meet their needs. -\textbf{BP: Identify target user profiles and anticipate their levels of understanding. Accurately -understand the complexity of the systems used to access the software, and evaluate whether -this matches the expected skills in target users.} - Some examples of common barriers to entry are: \begin{itemize} \item Navigating a "terminal" @@ -309,72 +285,67 @@ \section{Prerequisite knowledge} \end{itemize} +Identify target user profiles including their levels of experience of understanding in +computing environments. +Then, design the research software so that it matches the expected level of expertise in +users. +Note that this is often an iterative process, and technical solutions are not always needed +to address barriers to entry. +Explanatory documentation is a major resource in addressing ambiguity or inexperience in +a particular technology. +Leverage existing tutorials were necessary; for example, a high-level overview of methods +to use a terminal in the context of a specific software project along with an accompanying +link to a deep dive into terminal training can be very helpful. \section{Distribution} + Research computing software often depend on third-party libraries, and many of these dependencies are research software themselves. Therefore, the installation and environment configuration for this type of software can easily become complex. - -\textbf{BP: It is the responsibility of developers to provide a streamlined method of installation using -common software distribution systems and automation as much as practical.} - Mature package managers are a great resource since they have a distribution system already in place and manage dependencies between software tools. - The ecosystem of open source software package managers has coalesced around a few primary tools: \begin{itemize} + \item \href{https://pypi.org}{Python Package Index (PyPI)} \begin{itemize} \item Source and binary distribution package manager for Python software - \item Platform: any - \end{itemize} \item \href{https://docs.conda.io/en/latest/}{Conda} \begin{itemize} \item Package, dependency and environment management for any language - \item Platform: any - \end{itemize} \item \href{https://conda-forge.org}{Conda-forge} \begin{itemize} \item A community-led collection of recipes, build infrastructure and distributions for the conda package manager - \item Platform: any - \end{itemize} \item \href{https://brew.sh}{Homebrew (brew)} \begin{itemize} \item The Missing Package Manager for macOS (or Linux) - \item Platform: Ubiquitous for macOS, but also available for Linux - \end{itemize} \item \href{https://spack.io}{Spack} \begin{itemize} \item Spack is a package manager for supercomputers supporting any language and distributable product - \item Platform: Ubiquitous for Linux-based supercomputers, and also available for macOS and Linux - \end{itemize} \item \href{https://en.wikipedia.org/wiki/APT\_(software)}{APT} \begin{itemize} \item A user interface that works with core libraries to handle the installation and removal of software on Debian, and Debian-based Linux distributions - \item Platform: Ubiquitous for Linux for system-level or generic packages - \end{itemize} \item \href{https://fpm.fortran-lang.org/index.html}{Fortran package manager (FPM)} \begin{itemize} \item Fortran-specific executable and library package manager. - \end{itemize} \end{itemize} @@ -382,11 +353,10 @@ \section{Distribution} The process for including a package in a package management system varies, but all are designed to integrate with automated systems to prepare and distribute the package automatically upon a given event. The practice of releasing a software package after a tagged release -(see \ref{sec:version_control}) or requisite set of changes is called "continuous integration", -also known as "CI". Tools for this level of automatic are common, and a practical choice -is \href{https://github.com/features/actions}{GitHub Actions}. A typical CI pipeline for a Python -package is shown below where the square components are GitHub Actions steps. Note that this -pipeline includes sub-system areas called "Continuous Testing" and "Continuous Deployment". +(see \nameref{sec:version_control}) or requisite set of changes is called "continuous distribution", +a component of "continuous integration". See \nameref{continuous} for details. +Tools for this level of automation are ubiquitous, and a practical choice +is GitHub Actions (see \nameref{sec:github}). \begin{figure}[htbp] \begin{center} \includegraphics[width=0.7\textwidth]{mermaid-ece5068b3a6eb10d6392a7ca035a7cc4736d3183.png} From 2eae16953ea042b0cb646f749c3718cd94c1ddfe Mon Sep 17 00:00:00 2001 From: Rafael M Mudafort Date: Mon, 2 Oct 2023 11:26:55 -0500 Subject: [PATCH 05/11] Update usability section --- best_practices_report/best_practices.tex | 109 ++++++++++------------- 1 file changed, 49 insertions(+), 60 deletions(-) diff --git a/best_practices_report/best_practices.tex b/best_practices_report/best_practices.tex index 0e570a6..d9343fa 100644 --- a/best_practices_report/best_practices.tex +++ b/best_practices_report/best_practices.tex @@ -365,106 +365,87 @@ \section{Distribution} \chapter{Usability} +\label{sec:usability} Usability is concerned with how practitioners are expected to execute the software including creating inputs and managing outputs. - -Nuances of research software: -- "Design" is typically not a consideration at all -- It is typical to adopt "patterns", so there is very little evolution of software interface design and therefore usability -- Research software is expected to be predictable and similar to what users already know. The challenge is to understand the existing paradigms and adopt them well. - +While the content and promise of a particular software will bring users to it in the first +place, the ease of usability is responsible for keeping them engaged with the software. +In this context, consider any user interfaces including messaging back to the user through +errors as the "touch points" that should be optimized. +Developers should recall their own experience in using software including outside +of the research environment. +Contemporary software consumers have short attention spans and will generally choose +the path of least resistance to accomplish a task even at the cost of access to a more +advanced feature. \section{User interface} The user interface (UI) is any mechanism through which users interact with the software -typically by providing inputs and receiving outputs. Examples of UI’s include: +typically by providing inputs and receiving outputs. Examples of UI's include: + \begin{itemize} \item Graphical user interface (GUI) - \item Web-based front ends - \item Input and output files - \item Command line interface - -\item Library API’s - +\item Library API's \end{itemize} -WETO software UI’s should be well defined and predictable. +WETO software UI's should be well defined and predictable. They should adopt the conventions that already exist in the environments and contexts -in which they’re used. +in which they're used. Most importantly, all user interfaces should be well documented. - \subsection{Command line interface} The command line interface (CLI) is one type of front-end for software. It is the method by which a software is executed via a computer’s terminal. WETO software should in general adhere to the following conventions and principles for CLI’s. However, these are guidelines and can be skipped when context is clear or another option improves usability. + \begin{itemize} \item Adopt command line syntax requirements from \url{https://pubs.opengroup.org/onlinepubs/9699919799/basedefs/V1\_chap12.html} \begin{itemize} \item Guideline 1: Utility names should be between two and nine characters, inclusive. - \item Guideline 2: Utility names should include lowercase letters (the lower character classification) and digits only from the portable character set. - \item Guideline 3: Each option name should be a single alphanumeric character (the alnum character classification) from the portable character set. The \lstinline{-W} (capital-W) option shall be reserved for vendor options. Multi-digit options should not be allowed. - \item Guideline 4: All options should be preceded by the `-`` delimiter character. - \item Guideline 5: One or more options without option-arguments, followed by at most one option that takes an option-argument, should be accepted when grouped behind one \lstinline{-} delimiter. - \item Guideline 6: Each option and option-argument should be a separate argument, except as noted in \href{https://pubs.opengroup.org/onlinepubs/9699919799/basedefs/V1\_chap12.html}{Utility Argument Syntax, item (2)}. - \item Guideline 7: Option-arguments should not be optional. - \item Guideline 8: When multiple option-arguments are specified to follow a single option, they should be presented as a single argument, using \lstinline{} characters within that argument or \lstinline{} characters within that argument to separate them. - \item Guideline 9: All options should precede operands on the command line. - \item Guideline 10: The first \lstinline{--} argument that is not an option-argument should be accepted as a delimiter indicating the end of options. Any following arguments should be treated as operands, even if they begin with the \lstinline{-} character. - \item Guideline 11: The order of different options relative to one another should not matter, unless the options are documented as mutually-exclusive and such an option is documented to override any incompatible options preceding it. If an option that has option-arguments is repeated, the option and option-argument combinations should be interpreted in the order specified on the command line. - \item Guideline 12: The order of operands may matter and position-related interpretations should be determined on a utility-specific basis. - \item Guideline 13: For utilities that use operands to represent files to be opened for either reading or writing, the \lstinline{-} operand should be used to mean only standard input (or standard output when it is clear from context that an output file is being specified) or a file named "-". - \item Guideline 14: If an argument can be identified according to Guidelines 3 through 10 as an option, or as a group of options without option-arguments behind one \lstinline{-} delimiter, then it should be treated as such. - \end{itemize} \item Adopt these minimum GNU conventions \begin{itemize} \item A short version with one dash and a long version with two dashes - \item \lstinline{-v} / \lstinline{--version} to show version information - \item \lstinline{-h} / \lstinline{--help} to display help information - \item \lstinline{-i} / \lstinline{--input} for input file specification - \item \lstinline{-o} / \lstinline{--output} for input file specification - \item \lstinline{-V} / \lstinline{--verbose} to include additional output in terminal - \item \lstinline{-q} / \lstinline{--quiet} to suppress terminal output - \end{itemize} \item Use context-specific switches \begin{itemize} \item Unix: \lstinline{-} or \lstinline{--} - \item Python: \lstinline{-} or \lstinline{--} - \item Windows command prompt: \lstinline{/} - \end{itemize} \end{itemize} +Command line interfaces should include documentation via the \lstinline{--help} / \lstinline{-h} flag. +For Python software, using the standard \href{https://docs.python.org/3/library/argparse.html}{argparse} +library creates a help prompt automatically. +Extended CLI documentation alongside tutorials and explanations of the software is helpful to +attach meaning to the functionality available via the CLI. \subsection{Input and output files} The ecosystem of tools for processing data files is vast and mature. @@ -476,58 +457,71 @@ \subsection{Input and output files} Similarly, input files should retain a ubiquitous human-readable format such as \href{https://yaml.org}{YAML} as this allows users to generate input files programmatically using standard libraries. Input and output files required by WETO software should -adhere to the following conventions and principles. +adhere to the following conventions and principles: + \begin{itemize} \item Simple, clear, and predictable structure - \item Expressive and concise - \item Easy to produce and consume using ubiquitous software tools \item Minimal data consumption \begin{itemize} -\item For large data sets, option to split into smaller files or binary format - + \item For large data sets, option to split into smaller files or binary format \end{itemize} \item Typical and predictable data types +\begin{itemize} +\item For large data sets, option to split into smaller files or binary format +\end{itemize} \end{itemize} +File types with common libraries for popular language ecosystems are: +\begin{itemize} +\item \href{https://developer.mozilla.org/en-US/docs/Learn/JavaScript/Objects/JSON}{JSON} - JavaScript + Object Notation; a very common data structure used throughout the web and in various + computing environments +\item \href{https://yaml.org}{YAML} - YAML Aint Markup Language; not entirely but basically a + human-readable version of JSON +\item \href{https://en.wikipedia.org/wiki/Comma-separated_values}{CSV} - Comma separated values +\item \href{https://examples.vtk.org/site/VTKFileFormats/}{VTK} - Visualization Tool Kit; a variety of + file types and readers for different types of data +\item \href{https://portal.hdfgroup.org/display/HDF5/HDF5}{HDF5} - Hierarchical Data Format; used for large, + complex, heterogeneous data sets; HDF includes libraries for reading and writing HDF files +\item \href{https://github.com/nasa/Plot3D_utilities}{Plot3D} - Data type for 3D structured grid data +\item \href{https://cgns.github.io/WhatIsCGNS.html}{CGNS} - CFD General Notation System +\item \href{https://www.markdownguide.org/getting-started/}{Markdown} - A markup language for text documents +\item \href{https://docutils.sourceforge.io/rst.html}{reStructured Text} - A markup language for text + documents +\end{itemize} \section{Error messages} -Messaging to practioners from within a software can be immensely helpful. +Messaging to practitioners from within a software can be immensely helpful. At the same time, the infrastructure for communicating messages can be a heavy lift. It is important to find a balance of appropriate levels of messaging while also ensuring that the messages themselves are up to date with the software features and implementations. Too much messaging results in information overload and critical messages can be lost in noise. -Additionally, messaging is another develop responsibility and can be overlooked among all of the +Additionally, messaging is another developer responsibility and can be overlooked among all of the other responsibilities during the development cycle. -Useful error messages: \begin{itemize} + \item Expect that the reader does not have the context of the author \begin{itemize} \item Include a stack trace in all messages - \item At minimum, include the calling function name - \end{itemize} \item Anticipate the needs of the reader \begin{itemize} \item What will they be thinking about when this error pops up? - \item What will they need to do next? - \end{itemize} \item Include information that will help project maintainers understand the context of the problem \begin{itemize} -\item Include metadata where relevant; see \ref{sec:metadata} - +\item Include metadata where relevant; see \nameref{sec:metadata} \item Include the value of data that is found invalid - \end{itemize} \end{itemize} @@ -545,21 +539,16 @@ \section{Metadata} The following fields are minimum metadata to include: \begin{itemize} \item Version number in \href{https://semver.org}{semantic versioning format} (MAJOR.MINOR.BUGFIX, i.e. v3.2.1) - \item Execution time \item Compile info, if applicable \begin{itemize} \item Compiler vendor - \item Compile time - \item Compiler settings - \end{itemize} \item System information such as OS, relevant hardware (i.e. accelerators) vendor - \item Relevant settings enabled \end{itemize} From 3d8e6c297fb2e3a0504fcf2f46d7d889723538a0 Mon Sep 17 00:00:00 2001 From: Rafael M Mudafort Date: Mon, 2 Oct 2023 11:59:26 -0500 Subject: [PATCH 06/11] Update extendability section --- best_practices_report/best_practices.tex | 451 ++++++++++++++--------- 1 file changed, 279 insertions(+), 172 deletions(-) diff --git a/best_practices_report/best_practices.tex b/best_practices_report/best_practices.tex index d9343fa..2225b78 100644 --- a/best_practices_report/best_practices.tex +++ b/best_practices_report/best_practices.tex @@ -358,11 +358,6 @@ \section{Distribution} Tools for this level of automation are ubiquitous, and a practical choice is GitHub Actions (see \nameref{sec:github}). -\begin{figure}[htbp] \begin{center} -\includegraphics[width=0.7\textwidth]{mermaid-ece5068b3a6eb10d6392a7ca035a7cc4736d3183.png} -\caption{TODO} -\label{fig:fig1} \end{center} \end{figure} - \chapter{Usability} \label{sec:usability} @@ -561,10 +556,11 @@ \chapter{Extendability} as well as the management of multiple developers and development efforts happening concurrently. -The lifecycle of WETO software typically follows a cyclical pattern of funding, development, and -release, as depicted below. Note that the "Maintenance" tasks are usually optional and included +The lifecycle of WETO software projects typically follows a pattern of funding, +development, and release resulting in a recurring development workflow depicted below. +The "Maintenance" tasks are usually optional and implicitly embedded in future development efforts. Therefore, it is critical to the life of all WETO software to -prioritize extendability so that future funding opportunities are attractive to stakeholders +prioritize extendability so that future funding opportunities are attractive to stakeholders, and general maintenance and infrastructure upgrades can be introduced with minimal overhead. \begin{figure}[htbp] \begin{center} @@ -572,28 +568,29 @@ \chapter{Extendability} \caption{TODO} \label{fig:fig2} \end{center} \end{figure} -Is the code open source? -If not, is there a build system with modern dependencies? -i.e. Makefiles are outdated, use CMake - - - -This is closely tied to \textbf{(6) methodologies for communicating intent and verifying implementation} -Generally, use ubiquitous infrastructure -\begin{itemize} -\item Project managers can rely on mature third party tools to handle complex systems - -\item Mature third party tools typically come with their own documentation - -\end{itemize} - +This topic is closely tied to \nameref{communicating_design}, and the objective is to ensure that +developers can easily approach the project with minimal overhead required to align their +computing environment, scope the work, implement the changes, and verify the results. + +A guiding principle on extendability is to use ubiquitous infrastructure. +Mature and ubiquitous tools and libraries come with formal and community-based documentation, +ecosystems of tools such as IDE extensions, and institutional or cultural knowledge of +their use and nuances that can be difficult and time consuming to create for specialized +infrastructure. +Common build systems such as CMake with the GNU or LLVM toolchains should be used instead of +the newest projects. +Popular programming languages (Python, C++, Fortran) are more approachable than specialized +languages (Rust, Julia, Elixir), and enable a wider developer base. +Software project managers should strive to create a development environment balancing the need for +modern tooling, modern developer expectations, and stability. \section{Code style} In software development, the word "grok" is often used (see usage in \href{https://hn.algolia.com/?q=grok}{Hacker News}, \href{https://lobste.rs/search?q=grok\&what=stories\&order=newest}{Lobsters}, \href{https://stackoverflow.com/search?tab=newest\&q=grok\&searchOn=3}{StackOverflow}) -to communicate about degrees of understanding. This word is described by it’s creator below. +to communicate about degrees of understanding. This word is described by it’s creator below +(Source: \href{https://en.wikipedia.org/wiki/Grok}{Wikipedia}). \begin{quote} \textit{Grok} means "to understand", of course, but Dr. Mahmoud, who might be termed the leading @@ -607,13 +604,12 @@ \section{Code style} equivalent could only be called mild distaste. \end{quote} -Source: \url{https://en.wikipedia.org/wiki/Grok}. - That such a word exists and is widely used in software development illustrates the high value of clear and understandable code. WETO software should avoid complexity where possible and favor readability over writability. Strive to create software that can be easily grokked by developers who do not have the current -context. +context, and remember that often these developers are domain experts rather than +computer scientists. The designers of the Python programming language consider readability as a primary priority, and the most famous of the many Python language-development documents is @@ -656,29 +652,113 @@ \subsection{The Zen of Python} Namespaces are one honking great idea -- let's do more of those! \end{lstlisting} +\section{Architecture and design} + +\begin{quote} + If you think good architecture is expensive, try bad architecture. + + -- Brian Foote and Joseph Yoder, Clean Architecture: A Craftsman's Guide to Software Structure and Design +\end{quote} + +In the development of any complex system, the design and it's implementation are either +explicit or implicit. +Explicit design involves identifying relationships between modules, composition of data +structures, and flow of data prior to writing code, whereas an implicit design evolves during the +process of writing new code. +In open source software, an explicit design process is critical to allowing the project +to grow beyond a single developer, and the consequence of an implicit design process +is the common case of technical debt. + +\subsection{Software design process} + +Primarily, an explicit design process involves identifying the fundamental principles +of a particular design - how it is expected to function in various aspects. +This process should result in two statements: + +\begin{enumerate} +\item The \href{https://en.wikipedia.org/wiki/Parti_(architecture)}{parti}, a description of the + fundamental, driving design intent as a brief text (one or two sentences) or a + simple diagram +\item A list of requirements that the parti and it's implementation should satisfy +\end{enumerate} + +The \textit{parti} is the abstract objective and the list of requirements are the criteria +to verify that the implementation satisfies the parti. +In other words, these are the tests for the design. +Upon establishing this information, it should be codified into a design document and style +guide that are made publicly available to all developers such as in online documentation. + +There are various levels of fidelity to consider when designing a software system: +\begin{itemize} +\item Level 0: Syntax and code style +\item Level 1: Function scope, function signatures +\item Level 2: Module composition +\item Level 3: System composition +\end{itemize} + +Each should be addressed individually but referring to each other. For example, having a major +design driver to limit complexity at Level 3 can be negated if complexity is allowed +at Level 0. However, the definition of complexity at these levels are entirely different and +should be directly defined. + +\begin{quote} + Architecture is a hypothesis that needs to be proven by implementation and measurement + + -- Tom Gilb, Clean Architecture: A Craftsman's Guide to Software Structure and Design +\end{quote} + +While having an explicit design process is important, it is not required to stick to a chosen +design at all cost. +Throughout the development of a software, the architecture and design should be regularly +revisited and reevaluated given the new knowledge acquired during implementation. +How a software is ultimately used and the problems faced cannot be known at design time, +so developing a process for design validation is required. + +\subsection{Design patterns} +The software engineering community has created a wide range of +\href{https://en.wikipedia.org/wiki/Software_design_pattern#Classification_and_list}{design patterns} +to address specific design problems. +These are often used as a reference for creating a specific architectural design, +and they often focus on fidelity levels 1 and 2. +Multiple design patterns can even be pieced together to create a high-level monolithic architecture. +The benefits of adopting an existing design pattern are: +\begin{itemize} + + \item The methods to describe the design pattern to new developers are already established + \item Teams can work with the architecture in the abstract to develop their concrete customized + implementation + \item Ecosystems of third-party tools exist to leverage some of the common design patterns + \item Some patterns can be easily replaced by others \textit{in situ} +\end{itemize} + +While software architecture and software design patterns are entire fields of knowledge, +many resources exist to teach common methods. +A few in depth references specifically relevant to WETO-supported research software are: +\begin{itemize} +\item Uncle Bob's \href{https://books.google.com/books/about/Clean_Architecture.html?id=uGE1DwAAQBAJ&source=kp_book_description}{Clean Architecture: A Craftsman's Guide to Software Structure and Design} +\item \href{https://www.youtube.com/watch?v=UWmkj-9SdAI}{IDEAS-ECP HPC Best Practices Webinar: Software Design Patterns in Research Software with Examples from OpenFOAM} +\item Architecture of Open Source Applications \href{https://aosabook.org/en/#aosa1}{Volume 1} and \href{https://aosabook.org/en/#aosa2}{Volume 2} +\end{itemize} + \section{Version control} \label{sec:version_control} -Version control, typically with \lstinline{git}, is a tool for tracking the evolution of a project change -by change establishing a history of changes. -Each change is itself a version of the software, and they provide a snapshot of thought -processes and progression of work. - -BP: Craft a version control history that communicates the evolution of changes of the software -to future developers including the author of current changes. -BP: Evolve the software in a logical, linear process with digestible change sizes. +Version control, typically with \href{https://git-scm.com}{git}, is a tool for tracking the +evolution of a project change by change establishing a history of changes. +Each change, called a "commit", is itself a version of the software, and, collectively, +the changes provide a snapshot of thought processes and progression of work. -Version control with git is often a secondary consideration in the software development process. -It can seem like simply a mechanism to "save" the state of a document. +Version control with git can seem like simply a mechanism to "save" the state of a document, +and it is easy to relegate this process to a secondary concern in the development process. However, it carries far more meaning in the context of software extendability. -Since the git system is decentralized, it allows for multiple developers to make changes to a +Since the git system is decentralized, it allows multiple developers to make changes to a project concurrently. Git also provides a mechanism for resolving differences so that multiple changes can be merged together easily. -In addition to the content of changes themselves, the connectivity between changes is valuable -over the lifetime of a project. +In addition to the content of changes themselves, the connectivity between changes over the +lifetime of a project is meaningful. The connectivity between commits is structured as a \href{https://en.wikipedia.org/wiki/Directed\_acyclic\_graph}{directed acyclical graph (DAG)}. Each commit has a parent and each parent can have multiple children. @@ -688,25 +768,22 @@ \section{Version control} To best leverage the power of git to enable extendability, consider the following guidelines: \begin{itemize} \item It is reasonable to spend time crafting each commit and a sequence of commits. - +\item Each commit should optimize for readability in both the content of the changes and the message +\begin{itemize} + \item Keep changes within an easily communicated scope + \item Avoid the temptation to mix formatting changes with algorithmic changes + \item More smaller commits are generally better than fewer large commits +\end{itemize} \item Practice editing a series of commits to ensure that the progress of work is captured accurately. - \item Consider whether the commit history is concise and readable to people who are not the authors. - \item Become familiar with the following actions: \begin{itemize} -\item Interactive rebase - -\item Cherry-pick - -\item Squash - -\item Edit a commit message - + \item Interactive rebase + \item Cherry-pick + \item Squash + \item Edit a commit message \end{itemize} - \item Commit messages should be short, and it is a convention to limit them less than 50 characters. - \item An additional line can be included as a longer description of the commit beneath the 50 character line. The second line is typically limited to 70 characters, but it is considered reasonable to use as much space as needed. @@ -715,32 +792,17 @@ \section{Version control} \section{Collaborative workflows with GitHub} + + The processes through which developers interact with a software and other developers is an essential component of extendability. These processes should generally strive for efficiency while minimizing overhead. Automated processes are better than manual processes, and objective is better than subjective. -The majority of collaborative software development processes occur on cloud-based resources on -the GitHub platform. - -\textbf{BP: Plan and coordinate software development efforts into a collaborative workflow using GitHub} - -\textbf{BP: Automate code quality feedback as much as possible via GitHub Actions} - -GitHub contains some key features for coordinating software development: -\begin{itemize} -\item Issue tracking - -\item Forum-style discussions +The majority of collaborative software development processes occur on the +\href{https://github.com}{GitHub} platform and automated processes leverage GitHub's free +cloud-based resources. -\item Pull request and code review - -\item Project boards - -\item Releases - -\end{itemize} - -GitHub and git (see \ref{sec:version_control}) are tightly connected, but they are different +GitHub and git (see \nameref{version_control}) are tightly connected, but they are different systems and serve different purposes in the development process. Git is a version control system for tracking and merging changes to a software. GitHub is a platform for orchestrating and coordinating the various processes that happen @@ -748,14 +810,18 @@ \section{Collaborative workflows with GitHub} GitHub activities add context on top of the individual changes captured in commits. Whereas commits often capture low-level information, GitHub activities can map the low level details to high-level efforts. +GitHub provides extensive \href{https://docs.github.com/en/get-started/quickstart/git-and-github-learning-resources}{training material} +for git as well as GitHub features. -Become familiar with GitHub features and leverage them to plan and communicate. - - +The primary GitHub features are described below, and a typical sequence of events across these +features is diagramed. -GitHub features can be used a many ways. The primary features are described below and a typical -sequence of events across these features is described. \begin{itemize} +\item \href{https://github.com/features/actions}{Actions}: This is a full-featured cloud computing +environment that is typically used for automating software quality processes such as +running tests, compiling software for release and distribution, and compiling and deploying +online documentation. + \item \href{https://docs.github.com/en/discussions}{Discussions}: This is typically the starting point for any collaboration. Create a discussion topic and engage with other model stakeholders to define the idea and develop a proposed implementation. @@ -788,61 +854,154 @@ \section{Collaborative workflows with GitHub} \caption{TODO} \label{fig:fig3} \end{center} \end{figure} -Along with git, GitHub provides a helpful mechanism to capture design intent, factors that lead -to particular decisions, and the evolution of a project for future reference. -However, it is important carefully craft the messages to avoid washing out information -with noise. -The following are guidelines to consider when engaging on GitHub. +The combination of git and GitHub provides a powerful mechanism to capture design intent, +factors that lead to particular decisions, and the evolution of a project for future reference. +It is important carefully craft the messages to avoid washing out information with noise. +Consider the following guidelines when engaging on GitHub. + \begin{itemize} \item Descriptions of any activity should be well scoped and easily understandable. - -\item Pictures really are worth 1,000 words. Always include a diagram, plot, screenshot, or picture +\item Pictures really are worth 1,000 words. Include a diagram, plot, screenshot, or picture when it will add clarity. - \item Prefer actual text over of screenshots of text. GitHub is searchable, so text provides more -searchable context whereas screenshots do not. Additionally, text-based code snippets can be +searchable content whereas screenshots do not. Additionally, text-based code snippets can be copied easily by other users. - -\item Establish a practice of assigning responsibility for each Issue and Pull Request. Without -a person to take ownership, these will remain unaddressed. +\item Establish a practice of assigning responsibility to a core team member for each Issue and +Pull Request to avoid ambiguity about how these will be addressed. \end{itemize} \section{Pull Requests} -A pull request is a request to merge a particular set of code changes into another copy of the -software, typically an agreed upon "main" version. - -Pull requests should include contextual information regarding the code change. The intention is -to convince reviewers and maintainers that the new code is in a good state and that it’s -inclusion would be a benefit to the project. This typically involves a contextual description of -the change and a description of why the change is valid and well tested. - -Futhermore, GitHub automatically constructs release notes from all of the pull requests merged -since the previous release. -It automatically takes the titles of each pull request to construct the release notes. -"Update XYZ" again provides no context and more work is required to communicate what has changed -to users and downstream dependencies. - -All version control messages (commits and pull requests) should communicate what the change -accomplishes. -Vague messages such as "updated solver" are distracting and lack meaning. - - -\section{Automated Quality Checks - Continuous-N} -Continuous Integration can be mean many things: +A pull request, or "PR", is a request to merge a particular set of code changes into another +instance of the software, typically an agreed upon "main" version. +Pull request descriptions should include contextual information regarding the code change. +The objective is to convince reviewers and maintainers that the new code is in a good state, +and that it's inclusion would be a benefit to the project. This typically involves a contextual +description of the change, an explanation of why the change is valid, and an overview of the +tests added to the test suite to demonstrate and exercise the new code. + +The size and scope of a pull request should be chosen so that it is both easy to explain and +easy to review. +It is common to create many pull requests in the development of a single +feature as this process enables periodically syncing forks or branches and supports +milestones or periodic check-ins throughout development. +The primary objective is to optimize for readability in the pull request description as well as +the code changes themselves. + +Consider pull requests titles and descriptions as documentation that will be relevant to +future developers. +When a pull request is merged, it can either be combined into one commit (squash and merge) +in the destination branch or included through a merge-commit. +The former does not maintain the commit history of the working branch while the latter does. +The squash-and-merge approach is often preferred by project maintainers due to it's simplicity, +and in this case the title of the pull request becomes the commit message. +Since merging the pull request directly affects the commit history of the destination branch, +the review and merge process should also follow the \nameref{version_control} guidelines. +Finally, the release process through GitHub Releases can automatically construct +release notes from the title of all pull requests merged since the previous release. + +While the details of workflows around defining, designing, and implementing new development +efforts should be identified explicitly following the guidance in \nameref{github}, pull requests, +in practice, are often a good place to iterate collaboratively on the design and implementation +details. +Pull request reviews should have the following characteristics: +- Be very verbose with efficient but specific and complete feedback +- Be constructive rather than destructive; blame (negative) is nearly always irrelevant, + and credit (positive) is nearly always appreciated +- Call out good ideas as well as bad ideas +- Include snippets of code to exercise portions of the changes +- Include plots or graphics showing the impact of the changes +- Refer to precedent or contextual conventions +- Refer to design documentation and style guides + +The \href{https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/reviewing-changes-in-pull-requests/incorporating-feedback-in-your-pull-request}{GitHub Pull Request Review documentation} +provides a detailed guide on using the various features to suggest and integrate +code review feedback. + + +\section{Continuous integration: automating tests, compliance, and delivery} +\label{sec:continuous} + +The term "continuous integration", or "CI", is often used to refer to any of the many +automated systems that support software quality. +In it's essence, continuous integration refers to the practice of deploying a change in +the code directly into the production or released version. +This practice is enabled by constructing a system of quality check infrastructure that gives +maintainers the confidence to accept a change and release immediately. +The "continuous" aspect refers to the automated nature of the quality check systems. +Ideally, full continuous integration requires that all characteristics and potential +impacts of a code change are tested and validated automatically and without human +input, such as: \begin{itemize} -\item Continuous building - -\item Continuous testing - -\item Continuous distribution - -\item Continuous integration (into the repository) - +\item Requiring that new code is covered by unit tests, integration tests, and regression tests +\item Checking that impacts to computational cost (speed) are within a threshold +\item Checking that memory impacts are within a threshold +\item Validating documentation changes and functionality +\item Linting for code syntax \end{itemize} +It can be helpful to break the topic of CI into three general areas: +\begin{itemize} +\item Continuous testing (CT) +\item Continuous compliance (CC) +\item Continuous delivery (CD) +\end{itemize} +Continuous testing is established by adopting a testing framework and ensuring that all +new code is well tested. While automatically testing the \textit{quality} of test may be impractical, +it is simple and helpful to automatically check the \textit{quantity} of tests to ensure that new +code is covered. +For the same of a user-friendly CT pipeline, consider grouping tests into categories +that can be run in parallel by the automated system. +Also, minimize the time required to execute the test suite so that developers get +the automated feedback as soon as possible. + +Continuous compliance is related to automatically checking for code style, complexity, +existence of docstrings or other types of documentation, and any other requirements +that describe aspects of the code itself. +A common method is to use a linter for the programming language used. +Most linters are high configurable so it can be tailored to the needs and style of +the development team. +This step typically happens very quickly, so execution time is usually not a concern. + +Continuous delivery handles how the software is exported to users for consumption. +For web-based software, this involves deploying to a server, whereas modeling and analysis +libraries are typically delivered via package managers or compiled binaries. +The "continuous" aspect of CD refers to the practice of automatically pushing the +"released" product upon any change to the primary branch or via a periodic semi-automated +release process. + +All aspects of CI contribute to the quality of a software project, and a full ecosystem +of open source, freely available infrastructure is available to address them all. +Ultimately, though, the true beneficiary of CI pipelines are the developers and maintainers +since major portions of quality enforcement and distribution are automated. +Without this infrastructure, code reviews can be prohibitively time consuming and error prone, +and the release process can take hours or days. +By committing to the initial investment and regular maintenance, computers handle +these detailed and repetitive tasks. + +Given the inherent challenges in managing groups of people with various software +development styles and opinions, establishing the automated systems described here +can help to align expectations around minimum standards for acceptance of code while +reducing the burden on a project's "benevolent dictator" or gatekeeper. +It is recommended to establish these processes at the onset of a software project, and +continuously adjust as needed. + +For reference, a typical CI pipeline for a Python package is shown below where the square +components are GitHub Actions steps. + + + +% \begin{figure}[htbp] \begin{center} +% \includegraphics[width=0.7\textwidth]{mermaid-ece5068b3a6eb10d6392a7ca035a7cc4736d3183.png} +% \caption{TODO} +% \label{fig:fig1} \end{center} \end{figure} + +% \begin{figure}[htbp] \begin{center} +% \includegraphics[width=0.8\textwidth]{mermaid-bfcb6a9556227d6b8158e111ddd0f37e43e4f635.png} +% \caption{TODO} +% \label{fig:fig3} \end{center} \end{figure} %%%%%%%%%%%%%%%%%% @@ -955,58 +1114,6 @@ \section{Automated Quality Checks - Continuous-N} - -\section{Architecture} -Support modularity - -Design in such a way to allow for future flexibility -\begin{itemize} -\item Think about systems in discrete chunks rather than monoliths - -\item Consider how the system will scale in scope and in problem size - -\end{itemize} - -Design for usability -\begin{itemize} -\item Trap errors before they manifest into larger problems that are difficult to debug through -validation of input files and function inputs - -\item Adopt a logging framework -\begin{itemize} -\item Funnel messages to a particular place (terminal, file, nowhere) very easily - -\item Format messages to call out particular pieces of information - -\item Always include context! -\begin{itemize} -\item Users and developers will not know what you mean by "Invalid value" -unless they also have some context. Try this: "Invalid value in -ClassName.well\_named\_function(); wind speed must be positive". - -\end{itemize} - -\end{itemize} - -\item Avoid information overload. It’s too easy to ignore messages from a tool when there are -too many words. Respect the user’s attention, only give messages that are absolutely critical. - -\item Assume warnings will not be read-trap errors and inconsistencies instead. - -\item Avoid making decisions on behalf of the user -\begin{itemize} -\item It’s fine to provide default values, but its generally better to raise an error -when an invalid input is given. - -\item It may be tempting to use default values for new inputs to avoid breaking API’s, but -remember that this adds complexity for the user. These inputs now have the possibility -of being null or the value itself. If this input enables / disables a feature, this should -be made abundantly clear to the user. - -\end{itemize} - -\end{itemize} - \end{appendices} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% From 00c142f25e57b2c20f330b2b832de9d5bdea4fe5 Mon Sep 17 00:00:00 2001 From: Rafael M Mudafort Date: Mon, 2 Oct 2023 13:15:43 -0500 Subject: [PATCH 07/11] Update appendix --- best_practices_report/best_practices.tex | 143 ++++++++++++----------- 1 file changed, 72 insertions(+), 71 deletions(-) diff --git a/best_practices_report/best_practices.tex b/best_practices_report/best_practices.tex index 2225b78..6a00f9f 100644 --- a/best_practices_report/best_practices.tex +++ b/best_practices_report/best_practices.tex @@ -1019,99 +1019,100 @@ \section{Continuous integration: automating tests, compliance, and delivery} \counterwithin{figure}{chapter} \counterwithin{table}{chapter} - \appchapter{The engineer behind the research software} + \appchapter{RSE: The engineers behind research software} \label{app:A} -Research software exists in a unique environment. -The breadth of experience in users and developers is more narrow than in other types of software, -and the funding mechanisms are often tied to results from using the software rather than -to the software tools themselves. + +Research software exists in a unique environment where the majority of users and developers +share expertise within a specific field, and funding mechanisms are often tied to results +from using the software rather than to the software itself. Because of these nuances of the research software environment, the incentives to create high -quality software are often lacking, and this can leave software developers with the difficult -choice of choosing to prioritize with their work or career but not both. -Therefore, it is important to directly consider the needs and expectations of the people +quality software are often misaligned with the career incentives for the engineers +creating the software. +Without the appropriate incentives, the best practices listed in this report will never gain +adoption, and WETO software will suffer in all of the areas listed. +For the sake of the WETO software portfolio and the researchers working in these groups, +it is important to directly consider the needs and expectations of the people responsible for designing and implementing research software projects. -The term research software engineer (RSE) is defined as: -\begin{quote} +The term research software engineer (RSE) is defined by the +\href{https://society-rse.org/about/}{UK-RSE Society} as: +\begin{quote} A Research Software Engineer (RSE) combines professional software engineering expertise with an intimate understanding of research. -\url{https://society-rse.org/about/} \end{quote} -While modern research typically involves using research software, it is common for research -software engineers to focus skill development on either the research domain or the aspects -related to software engineering. -Additionally, the research environment in academia and government research labs are structured -to incentivize academic publication. -Therefore, the resulting teams are often comprised of domain researchers and research software -engineers. +While all modern research typically involves using research software, it is common for researchers +to focus skill development on either the research domain or the computational considerations +involved in implementing the research in software. +The research environments in academia and government labs are often structured to incentivize +academic publication, so the resulting teams are commonly made up of mostly domain researchers +and a minority of research software engineers. The domain researchers inform the needs of the research software and are the primary users. -The RSE’s design and develop the software systems as well as manage various IT responsibilities +The RSE's design and develop the software systems as well as manage various IT responsibilities for the group such as creating computer-based workflows, managing data, constructing web-based research artifacts, and training colleagues on best practices in research computing. -In this context, note the difference between computer science and software engineering: -\begin{itemize} -\item \textbf{Computer science} is the study of computation, information, and automation. -Computer science spans theoretical disciplines (such as algorithms, theory of computation, -and information theory) to applied disciplines (including the design and implementation of -hardware and software). -\url{https://en.wikipedia.org/wiki/Computer\_science} - -\item \textbf{Software engineering} is an engineering-based approach to software development. A software -engineer is a person who applies the engineering design process to design, develop, maintain, -test, and evaluate computer software. The term programmer is sometimes used as a synonym, -but may emphasize software implementation over design and can also lack connotations of -engineering education or skills. - -Engineering techniques are used to inform the software development process, which involves the -definition, implementation, assessment, measurement, management, change, and improvement of -the software life cycle process itself. - -\url{https://en.wikipedia.org/wiki/Software\_engineering} - -\end{itemize} - -Treat a RSE as an engineer +In this context, note the difference between computer science and software engineering (both +descriptions taken from Wikipedia): \begin{itemize} -\item \textbf{Many have engineering or science degrees and treat their work as engineering.} -Don’t refer to them as "programmers" doing "programming". - -\item \textbf{Writing code and designing software systems are entirely different things, and the latter must be recognized relative to the value that it adds.} -Software design and software architecture are very complicated, and the process of developing -a design given various requirements is a design process. It involves stating requirements, -iterative design, and validation and verification of the design. It often takes years to fully -accomplish an objective and at the same time the landscape of computers and software -development is changing. Additionally, software is rarely created by one person, so the RSE -has to deal with managing multiple people making changes simultaneously while also trying to -meet the needs of the project. - +\item \href{https://en.wikipedia.org/wiki/Computer_science}{Computer science} is the study of + computation, information, and automation. + Computer science spans theoretical disciplines (such as algorithms, theory of computation, + and information theory) to applied disciplines (including the design and implementation of + hardware and software). + +\item \href{https://en.wikipedia.org/wiki/Software_engineering}{Software engineering} is an + engineering-based approach to software development. A software + engineer is a person who applies the engineering design process to design, develop, maintain, + test, and evaluate computer software. The term programmer is sometimes used as a synonym, + but may emphasize software implementation over design and can also lack connotations of + engineering education or skills. + Engineering techniques are used to inform the software development process, which involves the + definition, implementation, assessment, measurement, management, change, and improvement of + the software life cycle process itself. \end{itemize} +\section{RSE value recognition} +Writing code and designing software systems are entirely different things, and the latter +must be recognized relative to the value that it adds to the research process. +Software design and software architecture are complicated topics covered in +\href{https://www.amazon.com/s?k=software+design&i=stripbooks&crid=2L9GNOIMWHMFD&sprefix=software+design%2Cstripbooks%2C166&ref=nb_sb_noss_2}{text books}, +\href{https://web.stanford.edu/~ouster/cs190-winter23/}{courses at top universities}, and +\href{https://www.researchgate.net/search.Search.html?query=software+architecture&type=publication&subfilter%5BpublicationType%5D=article%2Fbook&subfilter%5BstartYear%5D=2022}{academic publications}. +The process of creating a software system given various requirements is a \textit{design process}. +It involves stating requirements, iterative design, and validation and verification of the design. +It can take years to fully accomplish a design objective, and at the same time the landscape of +computers and software development is constantly changing. +Additionally, software is rarely created by one person, so RSE's have to manage multiple +contributors making changes simultaneously while also striving to meet the needs of the project. +Therefore, consider it a best practice within the context of WETO software to recognize +the contributions and value of RSE's within the labs. +Avoid trivializing software design as "programming", and consider that many RSE's have engineering +or science degrees and treat their work as engineering or science. + +\section{Career growth and trajectory} In addition to acknowledgement of work and value added, it is important to provide meaningful -career guidance to RSE’s to serve both the personal goals of associated staff and ensure -that the projects have well-rounded contributors. RSE’s should have some level of domain +career guidance to RSE's to both serve their personal goals and ensure +that the projects have well-rounded contributors. RSE's should have some level of domain experience; that is to say that they should \textit{use} as well as \textit{develop} their software. -RSE’s should know the context in which their software exists. +RSE's should know the context in which their software exists. They should be experts in the implementation and very good in the usage. -A typical career trajectory within the national lab environment look something like this: -\begin{itemize} -\item Year 1: Implementing models and developing tests and documentation - -\item Year 2: Second author on analyses, improved modeling, informing AOP, and writing developer-specific documentation - -\item Year 3: Lead author on analysis work, guiding the direction for future development projects, writing AOP, writing user-specific documentation - -\item Year 4: Proposing new work and seeking funding to expand the software project +A characteristic career trajectory within the national lab environment may take the following path: +\begin{itemize} +\item Year 1: Implement models, develop tests and documentation +\item Year 2: Co-author analyses, improve modeling, inform AOP +\item Year 3: Lead author analyses, guide future development efforts, writing AOP +\item Year 4: Proposing new work, seeking funding to expand the software project +\item Year 5: Inform center-wide software culture and practices \end{itemize} -In general, the amount of code written by a developer should peak around year 2 or 3 and -then start to drop. -It should not go to 0, but the majority of involvement in software development should be code -review, design, and project planning. - +In general, the amount of code written by a RSE should peak around year 2 or 3 and +then taper off. The responsibility for creating software should not be entirely removed, but +the majority of involvement in software development should be code review, design, and +project planning. As in any career advising, the details should be a discussion between RSE, their +direct manager, and the center or lab leadership. \end{appendices} From 598d97f9ceaf78a12a5baff2cb19de9c3a8a565a Mon Sep 17 00:00:00 2001 From: Rafael M Mudafort Date: Mon, 2 Oct 2023 13:44:49 -0500 Subject: [PATCH 08/11] Add figure captions --- best_practices_report/best_practices.tex | 42 +++++++++--------- .../mermaid-diagram-2023-10-02-133543.png | Bin 0 -> 116201 bytes 2 files changed, 22 insertions(+), 20 deletions(-) create mode 100644 best_practices_report/mermaid-diagram-2023-10-02-133543.png diff --git a/best_practices_report/best_practices.tex b/best_practices_report/best_practices.tex index 6a00f9f..5ef29f4 100644 --- a/best_practices_report/best_practices.tex +++ b/best_practices_report/best_practices.tex @@ -557,16 +557,19 @@ \chapter{Extendability} concurrently. The lifecycle of WETO software projects typically follows a pattern of funding, -development, and release resulting in a recurring development workflow depicted below. +development, and release resulting in a recurring development workflow depicted in Figure \ref{fig:dev_lifecycle}. The "Maintenance" tasks are usually optional and implicitly embedded in future development efforts. Therefore, it is critical to the life of all WETO software to prioritize extendability so that future funding opportunities are attractive to stakeholders, and general maintenance and infrastructure upgrades can be introduced with minimal overhead. -\begin{figure}[htbp] \begin{center} +\begin{figure}[htbp] +\begin{center} \includegraphics[width=0.7\textwidth]{mermaid-d1bafe392e85b8f467e3d93074dc8d7b7c45dfd0.png} -\caption{TODO} -\label{fig:fig2} \end{center} \end{figure} +\caption{A representation of the typical lifecycle of software extension tasks within the research environment.} +\label{fig:dev_lifecycle} +\end{center} +\end{figure} This topic is closely tied to \nameref{communicating_design}, and the objective is to ensure that developers can easily approach the project with minimal overhead required to align their @@ -814,7 +817,7 @@ \section{Collaborative workflows with GitHub} for git as well as GitHub features. The primary GitHub features are described below, and a typical sequence of events across these -features is diagramed. +features is diagramed in Figure \ref{fig:dev_sequence}. \begin{itemize} \item \href{https://github.com/features/actions}{Actions}: This is a full-featured cloud computing @@ -849,10 +852,13 @@ \section{Collaborative workflows with GitHub} \end{itemize} -\begin{figure}[htbp] \begin{center} +\begin{figure}[htbp] +\begin{center} \includegraphics[width=0.8\textwidth]{mermaid-bfcb6a9556227d6b8158e111ddd0f37e43e4f635.png} -\caption{TODO} -\label{fig:fig3} \end{center} \end{figure} +\caption{A representative workflow among all actors in a software development workflow leveraging GitHub features.} +\label{fig:dev_sequence} +\end{center} +\end{figure} The combination of git and GitHub provides a powerful mechanism to capture design intent, factors that lead to particular decisions, and the evolution of a project for future reference. @@ -988,20 +994,16 @@ \section{Continuous integration: automating tests, compliance, and delivery} It is recommended to establish these processes at the onset of a software project, and continuously adjust as needed. -For reference, a typical CI pipeline for a Python package is shown below where the square +For reference, a typical CI pipeline for a Python package is shown in Figure \ref{fig:ci_pipeline} below where the square components are GitHub Actions steps. - - -% \begin{figure}[htbp] \begin{center} -% \includegraphics[width=0.7\textwidth]{mermaid-ece5068b3a6eb10d6392a7ca035a7cc4736d3183.png} -% \caption{TODO} -% \label{fig:fig1} \end{center} \end{figure} - -% \begin{figure}[htbp] \begin{center} -% \includegraphics[width=0.8\textwidth]{mermaid-bfcb6a9556227d6b8158e111ddd0f37e43e4f635.png} -% \caption{TODO} -% \label{fig:fig3} \end{center} \end{figure} +\begin{figure}[htbp] +\begin{center} +\includegraphics[width=0.7\textwidth]{mermaid-diagram-2023-10-02-133543.png} +\caption{A typical continuous integration (CI) pipeline using GitHub features including distinct steps for testing, compliance checking, and deployment.} +\label{fig:ci_pipeline} +\end{center} +\end{figure} %%%%%%%%%%%%%%%%%% diff --git a/best_practices_report/mermaid-diagram-2023-10-02-133543.png b/best_practices_report/mermaid-diagram-2023-10-02-133543.png new file mode 100644 index 0000000000000000000000000000000000000000..4da9f6e35a0d8c72fd6a262ccb94fc0940127535 GIT binary patch literal 116201 zcmeFZXIN9)_C2f!ig-X!dKW|lq$#~yC`uFQy@~YRONf99(h-o}q<4`f9i<8a(t9rv z0)!rt5b`e0J@;O{zyJ65i_a4tLdxEIt-aQqV~jZ_Z=b5j6BE%AojZ4q__4yHXXnll z5S%-QA3%5!yb_^x>;rzCcYP-R;9OZh{W|#Lk%i9V7s|@#IKgwmbLWGt&*7ha1pLr~ zpL6FfWS&2F0sKCH_F5+1zuzSw$h`3H=lB6 zu-?EUqRuqo;`HcBrtY1Z-I}VnSYHD#E34Shvn`2e@}R1(DGPneaQj06b0{+>=Wa{O zJ)CFa`J0v|3;x^tt&PrzI;3C!{Z;r|8aYaN7gA=Km*>vo;S>Jy$wD=L_Hv0q-so5-5%>6e<3n!^z0pF1Y&3;s1TY+et5))H_pRM_4pZw2+5R(20D}SQ!|H(Fg_Q{`p@(VEegI50FuK$BC z|G?DWX}}-A{ReRW0o?zSH~#>M|Cx|KfcuZ^@khY&`0kvek|I#|PQqk!CFIusefhj)_+kqWUpGSv)^jIbHKAw4wX 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zDb30ozq9Z-OkeXpzQ&sK@200~GyD%qKCrzcSg&z1?B0kl#UW2wtys;fjF-Fm#@ zbpiXc)b-Pnj`Qx|JiX!2{odT|56sq_y7#a5XnA6Yr=9(SfLVgD z+(EIN!^wV$_3OEXRy4_kICGggT${7TlJm1i#NJ7)M;Qf0m7cnsIyu4oGl%(qUuz|(U2)9XISX(Y|PA}f=w{A{M zrThdnb>Dl+qVtcLU3&7@;maHo%Z(o-F#V?ECy{-@=r4otm2OZ`E^qcWO Date: Mon, 2 Oct 2023 13:53:11 -0500 Subject: [PATCH 10/11] Fix broken references --- best_practices_report/best_practices.tex | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/best_practices_report/best_practices.tex b/best_practices_report/best_practices.tex index 5ef29f4..ff55739 100644 --- a/best_practices_report/best_practices.tex +++ b/best_practices_report/best_practices.tex @@ -354,7 +354,7 @@ \section{Distribution} to integrate with automated systems to prepare and distribute the package automatically upon a given event. The practice of releasing a software package after a tagged release (see \nameref{sec:version_control}) or requisite set of changes is called "continuous distribution", -a component of "continuous integration". See \nameref{continuous} for details. +a component of "continuous integration". See \nameref{sec:continuous} for details. Tools for this level of automation are ubiquitous, and a practical choice is GitHub Actions (see \nameref{sec:github}). @@ -571,7 +571,8 @@ \chapter{Extendability} \end{center} \end{figure} -This topic is closely tied to \nameref{communicating_design}, and the objective is to ensure that +% This topic is closely tied to \nameref{communicating_design}, and the objective is to ensure that +This topic is closely tied to the need for communicating elements of design, and the objective is to ensure that developers can easily approach the project with minimal overhead required to align their computing environment, scope the work, implement the changes, and verify the results. @@ -795,7 +796,7 @@ \section{Version control} \section{Collaborative workflows with GitHub} - +\label{sec:github} The processes through which developers interact with a software and other developers is an essential component of extendability. @@ -805,7 +806,7 @@ \section{Collaborative workflows with GitHub} \href{https://github.com}{GitHub} platform and automated processes leverage GitHub's free cloud-based resources. -GitHub and git (see \nameref{version_control}) are tightly connected, but they are different +GitHub and git (see \nameref{sec:version_control}) are tightly connected, but they are different systems and serve different purposes in the development process. Git is a version control system for tracking and merging changes to a software. GitHub is a platform for orchestrating and coordinating the various processes that happen @@ -903,12 +904,12 @@ \section{Pull Requests} The squash-and-merge approach is often preferred by project maintainers due to it's simplicity, and in this case the title of the pull request becomes the commit message. Since merging the pull request directly affects the commit history of the destination branch, -the review and merge process should also follow the \nameref{version_control} guidelines. +the review and merge process should also follow the \nameref{sec:version_control} guidelines. Finally, the release process through GitHub Releases can automatically construct release notes from the title of all pull requests merged since the previous release. While the details of workflows around defining, designing, and implementing new development -efforts should be identified explicitly following the guidance in \nameref{github}, pull requests, +efforts should be identified explicitly following the guidance in \nameref{sec:github}, pull requests, in practice, are often a good place to iterate collaboratively on the design and implementation details. 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b/best_practices_report/best_practices.tex index ff55739..c32191a 100644 --- a/best_practices_report/best_practices.tex +++ b/best_practices_report/best_practices.tex @@ -5,6 +5,12 @@ % confidential -- change footer to state contents are confidential \usepackage{hyperref} +\hypersetup{ + colorlinks=true, + linkcolor=blue, + filecolor=magenta, + urlcolor=cyan, +} \usepackage{listings} \usepackage{xcolor}

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