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+ <title>Maneage -- Managing data lineage</title>
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+ Webpage of Maneage: a framework for managing data lineage
+
+ Copyright (C) 2020, Pedram Ashofteh Ardakani <pedramardakani@pm.me>
+ Copyright (C) 2020, Mohammad Akhlaghi <mohammad@akhlaghi.org>
+
+ This file is part of Maneage. Maneage is free software: you can
+ redistribute it and/or modify it under the terms of the GNU General
+ Public License as published by the Free Software Foundation, either
+ version 3 of the License, or (at your option) any later version.
+
+ Maneage is distributed in the hope that it will be useful, but
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+ <div>
+ <h1>Maneage</h1><h2>Managing Data Lineage</h2>
+ <p>Copyright &copy; 2018-2020 Mohammad Akhlaghi <a href="&#109;&#x61;&#x69;&#x6C;&#x74;&#x6F;:&#x6D;&#111;&#104;&#97;&#x6D;&#109;a&#x64;&#64;&#x61;&#107;&#x68;&#x6C;&#x61;&#x67;&#104;&#x69;.&#x6F;&#x72;&#103;">&#x6D;&#111;&#104;&#97;&#x6D;&#109;a&#x64;&#64;&#x61;&#107;&#x68;&#x6C;&#x61;&#x67;&#104;&#x69;.&#x6F;&#x72;&#103;</a><br />
+ Copyright &copy; 2020 Raul Infante-Sainz <a href="m&#x61;&#105;&#108;t&#111;:&#x69;&#x6E;&#x66;&#x61;&#x6E;&#116;&#101;&#115;&#97;&#x69;n&#122;&#64;&#103;&#x6D;&#x61;&#x69;&#x6C;&#x2E;&#x63;&#111;&#x6D;">&#x69;&#x6E;&#x66;&#x61;&#x6E;&#116;&#101;&#115;&#97;&#x69;n&#122;&#64;&#103;&#x6D;&#x61;&#x69;&#x6C;&#x2E;&#x63;&#111;&#x6D;</a><br />
+ <a href="#page-footer">License Conditions</a></p>
+ </div>
+ </div>
+
+
+
+
+ <hr />
+ <p align="right">Next: <a href="about-tips.html">Tips for designing your project</a>, Previous: <a href="about-architecture.html">Maneage architecture</a>, Up: <a href="about.html">About</a> </p>
+
+ <h1>Customization checklist</h1>
+
+ <p>Take the following steps to fully customize Maneage for your research
+ project. After finishing the list, be sure to run <code>./project configure</code> and
+ <code>project make</code> to see if everything works correctly. If you notice anything
+ missing or any in-correct part (probably a change that has not been
+ explained here), please let us know to correct it.</p>
+
+ <p>As described above, the concept of reproducibility (during a project)
+ heavily relies on <a href="https://en.wikipedia.org/wiki/Version_control">version
+ control</a>. Currently Maneage
+ uses Git as its main version control system. If you are not already
+ familiar with Git, please read the first three chapters of the <a href="https://git-scm.com/book/en/v2">ProGit
+ book</a> which provides a wonderful practical
+ understanding of the basics. You can read later chapters as you get more
+ advanced in later stages of your work.</p>
+
+ <h2>First custom commit</h2>
+
+ <ol>
+ <li><p><strong>Get this repository and its history</strong> (if you don't already have it):
+ Arguably the easiest way to start is to clone Maneage and prepare for
+ your customizations as shown below. After the cloning first you rename
+ the default <code>origin</code> remote server to specify that this is Maneage's
+ remote server. This will allow you to use the conventional <code>origin</code>
+ name for your own project as shown in the next steps. Second, you will
+ create and go into the conventional <code>master</code> branch to start
+ committing in your project later.</p>
+
+ <pre><code>git clone https://git.maneage.org/project.git <span class="comment"># Clone/copy the project and its history.</span>
+mv project my-project <span class="comment"># Change the name to your project's name.</span>
+cd my-project <span class="comment"># Go into the cloned directory.</span>
+git remote rename origin origin-maneage <span class="comment"># Rename current/only remote to "origin-maneage".</span>
+git checkout -b master <span class="comment"># Create and enter your own "master" branch.</span>
+pwd <span class="comment"># Just to confirm where you are.</span></code></pre></li>
+ <li><p><strong>Prepare to build project</strong>: The <code>./project configure</code> command of the
+ next step will build the different software packages within the
+ "build" directory (that you will specify). Nothing else on your system
+ will be touched. However, since it takes long, it is useful to see
+ what it is being built at every instant (its almost impossible to tell
+ from the torrent of commands that are produced!). So open another
+ terminal on your desktop and navigate to the same project directory
+ that you cloned (output of last command above). Then run the following
+ command. Once every second, this command will just print the date
+ (possibly followed by a non-existent directory notice). But as soon as
+ the next step starts building software, you'll see the names of
+ software get printed as they are being built. Once any software is
+ installed in the project build directory it will be removed. Again,
+ don't worry, nothing will be installed outside the build directory.</p>
+
+ <pre><code><span class="comment"># On another terminal (go to top project source directory, last command above)</span>
+./project --check-config</code></pre></li>
+ <li><p><strong>Test Maneage</strong>: Before making any changes, it is important to test it
+ and see if everything works properly with the commands below. If there
+ is any problem in the <code>./project configure</code> or <code>./project make</code> steps,
+ please contact us to fix the problem before continuing. Since the
+ building of dependencies in configuration can take long, you can take
+ the next few steps (editing the files) while its working (they don't
+ affect the configuration). After <code>./project make</code> is finished, open
+ <code>paper.pdf</code>. If it looks fine, you are ready to start customizing the
+ Maneage for your project. But before that, clean all the extra Maneage
+ outputs with <code>make clean</code> as shown below.</p>
+
+ <pre><code>./project configure <span class="comment"># Build the project's software environment (can take an hour or so).</span>
+./project make <span class="comment"># Do the processing and build paper (just a simple demo).</span>
+<span class="comment"># Open 'paper.pdf' and see if everything is ok.</code></pre></li>
+ <li><p><strong>Setup the remote</strong>: You can use any <a href="https://en.wikipedia.org/wiki/Comparison_of_source_code_hosting_facilities">hosting
+ facility</a>
+ that supports Git to keep an online copy of your project's version
+ controlled history. We recommend <a href="https://gitlab.com">GitLab</a> because
+ it is <a href="https://www.gnu.org/software/repo-criteria-evaluation.html">more ethical (although not
+ perfect)</a>,
+ and later you can also host GitLab on your own server. Anyway, create
+ an account in your favorite hosting facility (if you don't already
+ have one), and define a new project there. Please make sure <em>the newly
+ created project is empty</em> (some services ask to include a <code>README</code> in
+ a new project which is bad in this scenario, and will not allow you to
+ push to it). It will give you a URL (usually starting with <code>git@</code> and
+ ending in <code>.git</code>), put this URL in place of <code>XXXXXXXXXX</code> in the first
+ command below. With the second command, "push" your <code>master</code> branch to
+ your <code>origin</code> remote, and (with the <code>--set-upstream</code> option) set them
+ to track/follow each other. However, the <code>maneage</code> branch is currently
+ tracking/following your <code>origin-maneage</code> remote (automatically set
+ when you cloned Maneage). So when pushing the <code>maneage</code> branch to your
+ <code>origin</code> remote, you <em>shouldn't</em> use <code>--set-upstream</code>. With the last
+ command, you can actually check this (which local and remote branches
+ are tracking each other).</p>
+
+ <pre><code>git remote add origin XXXXXXXXXX <span class="comment"># Newly created repo is now called 'origin'.</span>
+git push --set-upstream origin master <span class="comment"># Push 'master' branch to 'origin' (with tracking).</span>
+git push origin maneage <span class="comment"># Push 'maneage' branch to 'origin' (no tracking).</span></code></pre></li>
+ <li><p><strong>Title</strong>, <strong>short description</strong> and <strong>author</strong>: The title and basic
+ information of your project's output PDF paper should be added in
+ <code>paper.tex</code>. You should see the relevant place in the preamble (prior
+ to <code>\begin{document}</code>. After you are done, run the <code>./project make</code>
+ command again to see your changes in the final PDF, and make sure that
+ your changes don't cause a crash in LaTeX. Of course, if you use a
+ different LaTeX package/style for managing the title and authors (in
+ particular a specific journal's style), please feel free to use it
+ your own methods after finishing this checklist and doing your first
+ commit.</p></li>
+ <li><p><strong>Delete dummy parts</strong>: Maneage contains some parts that are only for
+ the initial/test run, mainly as a demonstration of important steps,
+ which you can use as a reference to use in your own project. But they
+ not for any real analysis, so you should remove these parts as
+ described below:</p>
+
+ <ul>
+ <li><p><code>paper.tex</code>: 1) Delete the text of the abstract (from
+ <code>\includeabstract{</code> to <code>\vspace{0.25cm}</code>) and write your own (a
+ single sentence can be enough now, you can complete it later). 2)
+ Add some keywords under it in the keywords part. 3) Delete
+ everything between <code>%% Start of main body.</code> and <code>%% End of main
+ body.</code>. 4) Remove the notice in the "Acknowledgments" section (in
+ <code>\new{}</code>) and Acknowledge your funding sources (this can also be
+ done later). Just don't delete the existing acknowledgment
+ statement: Maneage is possible thanks to funding from several
+ grants. Since Maneage is being used in your work, it is necessary to
+ acknowledge them in your work also.</p></li>
+ <li><p><code>reproduce/analysis/make/top-make.mk</code>: Delete the <code>delete-me</code> line
+ in the <code>makesrc</code> definition. Just make sure there is no empty line
+ between the <code>download \</code> and <code>verify \</code> lines (they should be
+ directly under each other).</p></li>
+ <li><p><code>reproduce/analysis/make/verify.mk</code>: In the final recipe, under the
+ commented line <code>Verify TeX macros</code>, remove the full line that
+ contains <code>delete-me</code>, and set the value of <code>s</code> in the line for
+ <code>download</code> to <code>XXXXX</code> (any temporary string, you'll fix it in the
+ end of your project, when its complete).</p></li>
+ <li><p>Delete all <code>delete-me*</code> files in the following directories:</p>
+ <pre><code>rm tex/src/delete-me*
+rm reproduce/analysis/make/delete-me*
+rm reproduce/analysis/config/delete-me*</code></pre></li>
+ <li><p>Disable verification of outputs by removing the <code>yes</code> from
+ <code>reproduce/analysis/config/verify-outputs.conf</code>. Later, when you are
+ ready to submit your paper, or publish the dataset, activate
+ verification and make the proper corrections in this file (described
+ under the "Other basic customizations" section below). This is a
+ critical step and only takes a few minutes when your project is
+ finished. So DON'T FORGET to activate it in the end.</p></li>
+ <li><p>Re-make the project (after a cleaning) to see if you haven't
+ introduced any errors.</p>
+
+ <pre><code>./project make clean
+./project make</code></pre></li>
+ </ul></li>
+ <li><p><strong>Don't merge some files in future updates</strong>: As described below, you
+ can later update your infra-structure (for example to fix bugs) by
+ merging your <code>master</code> branch with <code>maneage</code>. For files that you have
+ created in your own branch, there will be no problem. However if you
+ modify an existing Maneage file for your project, next time its
+ updated on <code>maneage</code> you'll have an annoying conflict. The commands
+ below show how to fix this future problem. With them, you can
+ configure Git to ignore the changes in <code>maneage</code> for some of the files
+ you have already edited and deleted above (and will edit below). Note
+ that only the first <code>echo</code> command has a <code>&gt;</code> (to write over the file),
+ the rest are <code>&gt;&gt;</code> (to append to it). If you want to avoid any other
+ set of files to be imported from Maneage into your project's branch,
+ you can follow a similar strategy. We recommend only doing it when you
+ encounter the same conflict in more than one merge and there is no
+ other change in that file. Also, don't add core Maneage Makefiles,
+ otherwise Maneage can break on the next run.</p>
+
+ <pre><code>echo "paper.tex merge=ours" &gt; .gitattributes
+echo "tex/src/delete-me.mk merge=ours" &gt;&gt; .gitattributes
+echo "tex/src/delete-me-demo.mk merge=ours" &gt;&gt; .gitattributes
+echo "reproduce/analysis/make/delete-me.mk merge=ours" &gt;&gt; .gitattributes
+echo "reproduce/software/config/TARGETS.conf merge=ours" &gt;&gt; .gitattributes
+echo "reproduce/analysis/config/delete-me-num.conf merge=ours" &gt;&gt; .gitattributes
+git add .gitattributes</code></pre></li>
+ <li><p><strong>Copyright and License notice</strong>: It is necessary that <em>all</em> the
+ "copyright-able" files in your project (those larger than 10 lines)
+ have a copyright and license notice. Please take a moment to look at
+ several existing files to see a few examples. The copyright notice is
+ usually close to the start of the file, it is the line starting with
+ <code>Copyright (C)</code> and containing a year and the author's name (like the
+ examples below). The License notice is a short description of the
+ copyright license, usually one or two paragraphs with a URL to the
+ full license. Don't forget to add these <em>two</em> notices to <em>any new
+ file</em> you add in your project (you can just copy-and-paste). When you
+ modify an existing Maneage file (which already has the notices), just
+ add a copyright notice in your name under the existing one(s), like
+ the line with capital letters below. To start with, add this line with
+ your name and email address to <code>paper.tex</code>,
+ <code>tex/src/preamble-header.tex</code>, <code>reproduce/analysis/make/top-make.mk</code>,
+ and generally, all the files you modified in the previous step.</p>
+
+ <pre><code>Copyright (C) 2018-2020 Existing Name &lt;existing@email.address&gt;
+Copyright (C) 2020 YOUR NAME &lt;YOUR@EMAIL.ADDRESS&gt;</code></pre></li>
+ <li><p><strong>Configure Git for fist time</strong>: If this is the first time you are
+ running Git on this system, then you have to configure it with some
+ basic information in order to have essential information in the commit
+ messages (ignore this step if you have already done it). Git will
+ include your name and e-mail address information in each commit. You
+ can also specify your favorite text editor for making the commit
+ (<code>emacs</code>, <code>vim</code>, <code>nano</code>, and etc.).</p>
+
+ <pre><code>git config --global user.name "YourName YourSurname"
+git config --global user.email your-email@example.com
+git config --global core.editor nano</code></pre></li>
+ <li><p><strong>Your first commit</strong>: You have already made some small and basic
+ changes in the steps above and you are in your project's <code>master</code>
+ branch. So, you can officially make your first commit in your
+ project's history and push it. But before that, you need to make sure
+ that there are no problems in the project. This is a good habit to
+ always re-build the system before a commit to be sure it works as
+ expected.</p>
+
+ <pre><code>git status <span class="comment"># See which files you have changed.</span>
+git diff <span class="comment"># Check the lines you have added/changed.</span>
+./project make <span class="comment"># Make sure everything builds successfully.</span>
+git add -u <span class="comment"># Put all tracked changes in staging area.</span>
+git status <span class="comment"># Make sure everything is fine.</span>
+git diff --cached <span class="comment"># Confirm all the changes that will be committed.</span>
+git commit <span class="comment"># Your first commit: put a good description!</span>
+git push <span class="comment"># Push your commit to your remote.</span></code></pre></li>
+ <li><p><strong>Start your exciting research</strong>: You are now ready to add flesh and
+ blood to this raw skeleton by further modifying and adding your
+ exciting research steps. You can use the "published works" section in
+ the introduction (above) as some fully working models to learn
+ from. Also, don't hesitate to contact us if you have any
+ questions.</p></li>
+ </ol>
+
+ <h2>Other basic customizations</h2>
+
+ <ul>
+ <li><p><strong>High-level software</strong>: Maneage installs all the software that your
+ project needs. You can specify which software your project needs in
+ <code>reproduce/software/config/TARGETS.conf</code>. The necessary software are
+ classified into two classes: 1) programs or libraries (usually written
+ in C/C++) which are run directly by the operating system. 2) Python
+ modules/libraries that are run within Python. By default
+ <code>TARGETS.conf</code> only has GNU Astronomy Utilities (Gnuastro) as one
+ scientific program and Astropy as one scientific Python module. Both
+ have many dependencies which will be installed into your project
+ during the configuration step. To see a list of software that are
+ currently ready to be built in Maneage, see
+ <code>reproduce/software/config/versions.conf</code> (which has their versions
+ also), the comments in <code>TARGETS.conf</code> describe how to use the software
+ name from <code>versions.conf</code>. Currently the raw pipeline just uses
+ Gnuastro to make the demonstration plots. Therefore if you don't need
+ Gnuastro, go through the analysis steps in <code>reproduce/analysis</code> and
+ remove all its use cases (clearly marked).</p></li>
+ <li><p><strong>Input dataset</strong>: The input datasets are managed through the
+ <code>reproduce/analysis/config/INPUTS.conf</code> file. It is best to gather all
+ the information regarding all the input datasets into this one central
+ file. To ensure that the proper dataset is being downloaded and used
+ by the project, it is also recommended get an <a href="https://en.wikipedia.org/wiki/MD5">MD5
+ checksum</a> of the file and include
+ that in <code>INPUTS.conf</code> so the project can check it automatically. The
+ preparation/downloading of the input datasets is done in
+ <code>reproduce/analysis/make/download.mk</code>. Have a look there to see how
+ these values are to be used. This information about the input datasets
+ is also used in the initial <code>configure</code> script (to inform the users),
+ so also modify that file. You can find all occurrences of the demo
+ dataset with the command below and replace it with your input's
+ dataset.</p>
+
+ <pre><code>grep -ir wfpc2 ./*</code></pre></li>
+ <li><p><strong><code>README.md</code></strong>: Correct all the <code>XXXXX</code> place holders (name of your
+ project, your own name, address of your project's online/remote
+ repository, link to download dependencies and etc). Generally, read
+ over the text and update it where necessary to fit your project. Don't
+ forget that this is the first file that is displayed on your online
+ repository and also your colleagues will first be drawn to read this
+ file. Therefore, make it as easy as possible for them to start
+ with. Also check and update this file one last time when you are ready
+ to publish your project's paper/source.</p></li>
+ <li><p><strong>Verify outputs</strong>: During the initial customization checklist, you
+ disabled verification. This is natural because during the project you
+ need to make changes all the time and its a waste of time to enable
+ verification every time. But at significant moments of the project
+ (for example before submission to a journal, or publication) it is
+ necessary. When you activate verification, before building the paper,
+ all the specified datasets will be compared with their respective
+ checksum and if any file's checksum is different from the one recorded
+ in the project, it will stop and print the problematic file and its
+ expected and calculated checksums. First set the value of
+ <code>verify-outputs</code> variable in
+ <code>reproduce/analysis/config/verify-outputs.conf</code> to <code>yes</code>. Then go to
+ <code>reproduce/analysis/make/verify.mk</code>. The verification of all the files
+ is only done in one recipe. First the files that go into the
+ plots/figures are checked, then the LaTeX macros. Validation of the
+ former (inputs to plots/figures) should be done manually. If its the
+ first time you are doing this, you can see two examples of the dummy
+ steps (with <code>delete-me</code>, you can use them if you like). These two
+ examples should be removed before you can run the project. For the
+ latter, you just have to update the checksums. The important thing to
+ consider is that a simple checksum can be problematic because some
+ file generators print their run-time date in the file (for example as
+ commented lines in a text table). When checking text files, this
+ Makefile already has this function:
+ <code>verify-txt-no-comments-leading-space</code>. As the name suggests, it will
+ remove comment lines and empty lines before calculating the MD5
+ checksum. For FITS formats (common in astronomy, fortunately there is
+ a <code>DATASUM</code> definition which will return the checksum independent of
+ the headers. You can use the provided function(s), or define one for
+ your special formats.</p></li>
+ <li><p><strong>Feedback</strong>: As you use Maneage you will notice many things that if
+ implemented from the start would have been very useful for your
+ work. This can be in the actual scripting and architecture of Maneage,
+ or useful implementation and usage tips, like those below. In any
+ case, please share your thoughts and suggestions with us, so we can
+ add them here for everyone's benefit.</p></li>
+ <li><p><strong>Re-preparation</strong>: Automatic preparation is only run in the first run
+ of the project on a system, to re-do the preparation you have to use
+ the option below. Here is the reason for this: when its necessary, the
+ preparation process can be slow and will unnecessarily slow down the
+ whole project while the project is under development (focus is on the
+ analysis that is done after preparation). Because of this, preparation
+ will be done automatically for the first time that the project is run
+ (when <code>.build/software/preparation-done.mk</code> doesn't exist). After the
+ preparation process completes once, future runs of <code>./project make</code>
+ will not do the preparation process anymore (will not call
+ <code>top-prepare.mk</code>). They will only call <code>top-make.mk</code> for the
+ analysis. To manually invoke the preparation process after the first
+ attempt, the <code>./project make</code> script should be run with the
+ <code>--prepare-redo</code> option, or you can delete the special file above.</p>
+
+ <pre><code>./project make --prepare-redo</code></pre></li>
+ <li><p><strong>Pre-publication</strong>: add notice on reproducibility**: Add a notice
+ somewhere prominent in the first page within your paper, informing the
+ reader that your research is fully reproducible. For example in the
+ end of the abstract, or under the keywords with a title like
+ "reproducible paper". This will encourage them to publish their own
+ works in this manner also and also will help spread the word.</p></li>
+ </ul>
+
+ <p align="right">Next: <a href="about-tips.html">Tips for designing your project</a>, Previous: <a href="about-architecture.html">Maneage architecture</a>, Up: <a href="about.html">About</a> </p>
+
+
+
+
+
+ <footer role="contentinfo" id="page-footer">
+ <h2>Copyright information</h2>
+
+ <p>This file is part of Maneage's core: <a href="https://git.maneage.org/project.git">https://git.maneage.org/project.git</a></p>
+
+ <p>Maneage is free software: you can redistribute it and/or modify it under
+ the terms of the GNU General Public License as published by the Free
+ Software Foundation, either version 3 of the License, or (at your option)
+ any later version.</p>
+
+ <p>Maneage is distributed in the hope that it will be useful, but WITHOUT ANY
+ WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS
+ FOR A PARTICULAR PURPOSE. See the GNU General Public License for more
+ details.</p>
+
+ <p>You should have received a copy of the GNU General Public License along
+ with Maneage. If not, see <a href="https://www.gnu.org/licenses/">https://www.gnu.org/licenses/</a>.</p>
+ <ul>
+ <li><p>Maneage is currently based in the Instituto de Astrofísica de Canarias (IAC).</p></li>
+ <li><p>Address: IAC, Calle Vía Láctea, s/n, E38205 - La Laguna (Tenerife), Spain.</p></li>
+ <!-- The people page will be added later
+ <li><p>People [page will be added later]</p></li>
+ -->
+ <li><p>Contact: with <a href="https://savannah.nongnu.org/support/?func=additem&group=reproduce">this form.</a></p></li>
+ <li><p>Copyright &copy; 2020 Maneage volunteers</p></li>
+ <li><p>All logos are copyrighted by the respective institutions</p></li>
+ </ul>
+ </footer>
+ </div>
+ </body>