diff --git a/.buildinfo b/.buildinfo new file mode 100644 index 0000000..58657ce --- /dev/null +++ b/.buildinfo @@ -0,0 +1,4 @@ +# Sphinx build info version 1 +# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. +config: 011fcd4ef5d119b83ac9e3dd02243546 +tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/.nojekyll b/.nojekyll new file mode 100644 index 0000000..e69de29 diff --git a/_images/cats.gif b/_images/cats.gif new file mode 100644 index 0000000..1bff2e9 Binary files /dev/null and b/_images/cats.gif differ diff --git a/_sources/api-reference.rst.txt b/_sources/api-reference.rst.txt new file mode 100644 index 0000000..562e1ba --- /dev/null +++ b/_sources/api-reference.rst.txt @@ -0,0 +1,61 @@ +.. _api-reference: + +API Reference +============= + +This is a reference covering **the Python modules and objects across +the CATS codebase**. For the interface for the *command-line*, which is +likely to be more relevant to *users* (rather than developers) of CATS, +please see :ref:`cli-reference`. + +Modules +------- + +``cats.__init__`` +^^^^^^^^^^^^^^^^^ + +.. automodule:: cats.__init__ + :members: + +``cats.__main__`` +^^^^^^^^^^^^^^^^^ + +.. automodule:: cats.__main__ + :members: + +``cats.configure`` +^^^^^^^^^^^^^^^^^^ + +.. automodule:: cats.configure + :members: + +``cats.CI_api_interface`` +^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. automodule:: cats.CI_api_interface + :members: + +``cats.CI_api_query`` +^^^^^^^^^^^^^^^^^^^^^ + +.. automodule:: cats.CI_api_query + :members: + +``cats.carbonFootprint`` +^^^^^^^^^^^^^^^^^^^^^^^^ + +.. automodule:: cats.carbonFootprint + :members: + +``cats.forecast`` +^^^^^^^^^^^^^^^^^ + +.. automodule:: cats.forecast + :members: + + +``cats.optimise_starttime`` +^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. automodule:: cats.optimise_starttime + :members: diff --git a/_sources/cli-reference.rst.txt b/_sources/cli-reference.rst.txt new file mode 100644 index 0000000..20bc75a --- /dev/null +++ b/_sources/cli-reference.rst.txt @@ -0,0 +1,10 @@ +.. _cli-reference: + +Command-line (CLI) reference +============================ + + +.. argparse:: + :module: cats + :func: parse_arguments + :prog: cats diff --git a/_sources/contributing.rst.txt b/_sources/contributing.rst.txt new file mode 100644 index 0000000..52acbec --- /dev/null +++ b/_sources/contributing.rst.txt @@ -0,0 +1,11 @@ +.. _contributing: + +.. _GitHubrepo: https://github.com/GreenScheduler/cats + +Contributing +============ + +We welcome contributions from the community! + +If you find a bug or have an idea for a new feature, please open an +issue on `our GitHub repository `_ or submit a pull request. diff --git a/_sources/index.rst.txt b/_sources/index.rst.txt new file mode 100644 index 0000000..165bbe9 --- /dev/null +++ b/_sources/index.rst.txt @@ -0,0 +1,28 @@ +.. _index: + +Documentation for CATS: the Climate-Aware Task Scheduler +======================================================== + +CATS is a **C**\limate-**A**\ware **T**\ask **S**\cheduler. It schedules +cluster jobs to minimize predicted carbon intensity of running the process. + + +.. toctree:: + :maxdepth: 2 + :caption: Contents: + + introduction.rst + installation.rst + quickstart.rst + use-with-schedulers.rst + cli-reference.rst + api-reference.rst + contributing.rst + + +Indices and tables +================== + +* :ref:`genindex` +* :ref:`modindex` +* :ref:`search` diff --git a/_sources/installation.rst.txt b/_sources/installation.rst.txt new file mode 100644 index 0000000..14f1796 --- /dev/null +++ b/_sources/installation.rst.txt @@ -0,0 +1,11 @@ +.. _installation: + +Installation +============ + +Install CATS via pip as follows: + +.. code-block:: console + :caption: *Command to install CATS with pip.* + + $ pip install git+https://github.com/GreenScheduler/cats diff --git a/_sources/introduction.rst.txt b/_sources/introduction.rst.txt new file mode 100644 index 0000000..1c2cad1 --- /dev/null +++ b/_sources/introduction.rst.txt @@ -0,0 +1,61 @@ +.. _introduction: + +.. The list below references links that may be used in more than one place +.. _SSIsite: https://www.software.ac.uk/ +.. _CW23page: https://software.ac.uk/cw23 +.. _CW23HackDaypage: https://www.software.ac.uk/cw23/hack-day +.. _NationalGridESO: https://www.nationalgrideso.com/ +.. _CarbonIntensityAPI: https://carbonintensity.org.uk/ +.. _GitHubrepoissues: https://github.com/GreenScheduler/cats/issues + + +Introduction +============ + +CATS is a **C**\limate-**A**\ware **T**\ask **S**\cheduler. It schedules +cluster jobs to minimize predicted carbon intensity of running the process. + + +Summary +------- + +The Climate-Aware Task Scheduler is a lightweight Python package designed +to schedule tasks based on the estimated carbon intensity of the +electricity grid at any given moment. + +This tool uses real-time +carbon intensity data from the `National Grid ESO `_ +via `their API `_ to +estimate the carbon intensity of the electricity grid, and schedules +tasks at times when the estimated carbon intensity is lowest. This +helps to reduce the carbon emissions associated with running +computationally intensive tasks, making it an ideal solution for +environmentally-conscious developers. + + +Scope +----- + +Currently CATS only works in the UK. If you are aware of APIs for +realtime grid carbon intensity data in other countries, please +`open an issue `_ to let us know. + + +Background +---------- + +It was created as part of the +`Software Sustainability Institute’s `_ +`Collaborations Workshop 2023 `_ +`Hack Day `_. + + +Features +-------- + +* Estimates the carbon intensity of the electricity grid in real-time +* Schedules tasks based on the estimated carbon intensity, minimizing + carbon emissions +* Provides a simple and intuitive API for developers +* Lightweight and easy to integrate into existing workflows +* Supports Python 3.9+ diff --git a/_sources/quickstart.rst.txt b/_sources/quickstart.rst.txt new file mode 100644 index 0000000..2f4d6e3 --- /dev/null +++ b/_sources/quickstart.rst.txt @@ -0,0 +1,111 @@ +.. _quickstart: + +Quickstart +========== + +Basic usage +----------- + +You can run CATS with: + +.. code-block:: console + :caption: *A basic command to run CATS when a job duration and postcode + are provided.* + + $ cats --duration 480 --location "EH8" + +The ``--postcode`` option is optional, and can be pulled from a +configuration file (see :ref:`configuration-file`), or inferred using +the server's IP address. + +The ``--duration`` option indicates the expected job duration in +minutes. + +The scheduler then calls a function that estimates the best time to start +the job given predicted carbon intensity over the next 48 hours. The +workflow is the same as for other popular schedulers. Switching to CATS +should be transparent to cluster users. + +It will display the time to start the job on standard out and optionally +some information about the carbon intensity on standard error. + +.. _configuration-file: + +Using a configuration file +-------------------------- + +Information about location can be provided by a configuration file +instead of a command line arguments to the ``cats`` command. + +.. code-block:: yaml + + location: "EH8" + +Use the ``--config`` option to specify a path to the configuration +file, relative to the current directory. + +In case of a missing location command line argument, ``cats`` looks +for a file named ``config.yaml`` in the current directory. + +.. code-block:: shell + + # Override duration value at the command line + cats --config /path/to/config.yaml --location "OX1" + +.. code-block:: shell + + # location information is assumed to be provided in + # ./config.yaml. If not, 'cats' errors out. + cats --duration 480 + + +Displaying carbon footprint estimates +------------------------------------- + +CATS is able to provide an estimate for the carbon footprint reduction +resulting from delaying your job. To enable the footprint estimation, +you must provide the ``--footprint`` option, the memory consumption in GB +and a hardware profile: + +.. code-block:: shell + + cats --duration 480 --location "EH8" --footprint --memory 8 --profile + +The ``--profile`` option specifies information power consumption and +quantity of hardware the job using. This information is provided by +adding a section ``profiles`` to the :ref:`cats YAML configuration +file `. + +You can define an arbitraty number of profiles as subsection of the +top-level ``profiles`` section: + +.. literalinclude :: ../../cats/config.yml + :language: yaml + :caption: *An example provision of machine information by YAML file + to enable estimation of the carbon footprint reduction.* + +The name of the profile section is arbitrary, but each profile section +*must* contain one ``cpu`` section, or one ``gpu`` section, or both. +Each hardware type (``cpu`` or ``gpu``) section *must* contain the +``power`` (in Watts, for one unit) and ``nunits`` sections. The ``model`` section is optional, +meant for documentation. + +When running ``cats``, you can specify which profile to use for carbon +footprint estimation with the ``--profile`` option: + +.. code-block:: shell + + cats --duration 480 --location "EH8" --footprint --memory 6.7 --profile my_gpu_profile + +The default number of units specified for a profile can be overidden +at the command line: + +.. code-block:: shell + + cats --duration 480 --location "EH8" --footprint --memory 16 \ + --profile my_gpu_profile --gpu 4 --cpu 1 + +.. warning:: + The ``--profile`` option is optional. Is not provided, ``cats`` uses the + first profile defined in the configuration file as the default + profile. diff --git a/_sources/use-with-schedulers.rst.txt b/_sources/use-with-schedulers.rst.txt new file mode 100644 index 0000000..8fae568 --- /dev/null +++ b/_sources/use-with-schedulers.rst.txt @@ -0,0 +1,29 @@ +.. _use-with-schedulers: + +Use with Schedulers +=================== + +Using CATS with the ``at`` scheduler +------------------------------------ + +You can use CATS with the ``at`` job scheduler by running: + +.. code-block:: console + + $ cats -d --loc --scheduler at --command '' + +As an example, if you want to schedule a run of ``ls`` with a 5 minute +duration, in the 'OX1' postcode that would look like: + +.. code-block:: console + + $ cats -d 5 --loc OX1 --scheduler at --command 'ls' + + +Demonstration +^^^^^^^^^^^^^ + +.. image:: ../../cats.gif + :width: 400 + :alt: A video demonstration of CATS being used standalone and with ``at``. + :align: center diff --git a/_static/_sphinx_javascript_frameworks_compat.js b/_static/_sphinx_javascript_frameworks_compat.js new file mode 100644 index 0000000..8141580 --- /dev/null +++ b/_static/_sphinx_javascript_frameworks_compat.js @@ -0,0 +1,123 @@ +/* Compatability shim for jQuery and underscores.js. + * + * Copyright Sphinx contributors + * Released under the two clause BSD licence + */ + +/** + * small helper function to urldecode strings + * + * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/decodeURIComponent#Decoding_query_parameters_from_a_URL + */ +jQuery.urldecode = function(x) { + if (!x) { + return x + } + return decodeURIComponent(x.replace(/\+/g, ' ')); +}; + +/** + * small helper function to urlencode strings + */ +jQuery.urlencode = encodeURIComponent; + +/** + * This function returns the parsed url parameters of the + * current request. 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+ padding-right: 5px; +} + +dl.field-list > dd { + padding-left: 0.5em; + margin-top: 0em; + margin-left: 0em; + margin-bottom: 0em; +} + +dl { + margin-bottom: 15px; +} + +dd > :first-child { + margin-top: 0px; +} + +dd ul, dd table { + margin-bottom: 10px; +} + +dd { + margin-top: 3px; + margin-bottom: 10px; + margin-left: 30px; +} + +.sig dd { + margin-top: 0px; + margin-bottom: 0px; +} + +.sig dl { + margin-top: 0px; + margin-bottom: 0px; +} + +dl > dd:last-child, +dl > dd:last-child > :last-child { + margin-bottom: 0; +} + +dt:target, span.highlighted { + background-color: #fbe54e; +} + +rect.highlighted { + fill: #fbe54e; +} + +dl.glossary dt { + font-weight: bold; + font-size: 1.1em; +} + +.versionmodified { + font-style: italic; +} + +.system-message { + background-color: #fda; + padding: 5px; + border: 3px solid red; +} + +.footnote:target { + background-color: #ffa; +} + +.line-block { + display: block; + margin-top: 1em; + margin-bottom: 1em; +} + +.line-block .line-block { + margin-top: 0; + margin-bottom: 0; + margin-left: 1.5em; +} + +.guilabel, .menuselection { + font-family: sans-serif; +} + +.accelerator { + text-decoration: underline; +} + +.classifier { + font-style: oblique; +} + +.classifier:before { + font-style: normal; + margin: 0 0.5em; + content: ":"; + display: inline-block; +} + +abbr, acronym { + border-bottom: dotted 1px; + cursor: help; +} + +.translated { + background-color: rgba(207, 255, 207, 0.2) +} + +.untranslated { + background-color: rgba(255, 207, 207, 0.2) +} + +/* -- code displays --------------------------------------------------------- */ + +pre { + overflow: auto; + overflow-y: hidden; /* fixes display issues on Chrome browsers */ +} + +pre, div[class*="highlight-"] { + clear: both; +} + +span.pre { + -moz-hyphens: none; + -ms-hyphens: none; + -webkit-hyphens: none; + hyphens: none; + white-space: nowrap; +} + +div[class*="highlight-"] { + margin: 1em 0; +} + +td.linenos pre { + border: 0; + background-color: transparent; + color: #aaa; +} + +table.highlighttable { + display: block; +} + +table.highlighttable tbody { + display: block; +} + +table.highlighttable tr { + display: flex; +} + +table.highlighttable td { + margin: 0; + padding: 0; +} + +table.highlighttable td.linenos { + padding-right: 0.5em; +} + +table.highlighttable td.code { + flex: 1; + overflow: hidden; +} + +.highlight .hll { + display: block; +} + +div.highlight pre, +table.highlighttable pre { + margin: 0; +} + +div.code-block-caption + div { + margin-top: 0; +} + +div.code-block-caption { + margin-top: 1em; + padding: 2px 5px; + font-size: small; +} + +div.code-block-caption code { + background-color: transparent; +} + +table.highlighttable td.linenos, +span.linenos, +div.highlight span.gp { /* gp: Generic.Prompt */ + user-select: none; + -webkit-user-select: text; /* Safari fallback only */ + -webkit-user-select: none; /* Chrome/Safari */ + -moz-user-select: none; /* Firefox */ + -ms-user-select: none; /* IE10+ */ +} + +div.code-block-caption span.caption-number { + padding: 0.1em 0.3em; + font-style: italic; +} + +div.code-block-caption span.caption-text { +} + +div.literal-block-wrapper { + margin: 1em 0; +} + +code.xref, a code { + background-color: transparent; + font-weight: bold; +} + +h1 code, h2 code, h3 code, h4 code, h5 code, h6 code { + background-color: transparent; +} + +.viewcode-link { + float: right; +} + +.viewcode-back { + float: right; + font-family: sans-serif; +} + +div.viewcode-block:target { + margin: -1px -10px; + padding: 0 10px; +} + +/* -- math display ---------------------------------------------------------- */ + +img.math { + vertical-align: middle; +} + +div.body div.math p { + text-align: center; +} + +span.eqno { + float: right; +} + +span.eqno a.headerlink { + position: absolute; + z-index: 1; +} + +div.math:hover a.headerlink { + visibility: visible; +} + +/* -- printout stylesheet --------------------------------------------------- */ + +@media print { + div.document, + div.documentwrapper, + div.bodywrapper { + margin: 0 !important; + width: 100%; + } + + div.sphinxsidebar, + div.related, + div.footer, + #top-link { + display: none; + } +} \ No newline at end of file diff --git a/_static/cats_dalle_img.png b/_static/cats_dalle_img.png new file mode 100644 index 0000000..5541d92 Binary files /dev/null and b/_static/cats_dalle_img.png differ diff --git a/_static/cats_dalle_img_200x200px_for_logo.png b/_static/cats_dalle_img_200x200px_for_logo.png new file mode 100644 index 0000000..25e1073 Binary files /dev/null and b/_static/cats_dalle_img_200x200px_for_logo.png differ diff --git a/_static/check-solid.svg b/_static/check-solid.svg new file mode 100644 index 0000000..92fad4b --- /dev/null +++ b/_static/check-solid.svg @@ -0,0 +1,4 @@ + + + + diff --git a/_static/clipboard.min.js b/_static/clipboard.min.js new file mode 100644 index 0000000..54b3c46 --- /dev/null +++ b/_static/clipboard.min.js @@ -0,0 +1,7 @@ +/*! + * clipboard.js v2.0.8 + * https://clipboardjs.com/ + * + * Licensed MIT © Zeno Rocha + */ +!function(t,e){"object"==typeof exports&&"object"==typeof module?module.exports=e():"function"==typeof define&&define.amd?define([],e):"object"==typeof exports?exports.ClipboardJS=e():t.ClipboardJS=e()}(this,function(){return n={686:function(t,e,n){"use strict";n.d(e,{default:function(){return o}});var e=n(279),i=n.n(e),e=n(370),u=n.n(e),e=n(817),c=n.n(e);function a(t){try{return document.execCommand(t)}catch(t){return}}var f=function(t){t=c()(t);return a("cut"),t};var l=function(t){var e,n,o,r=1 + + + + diff --git a/_static/copybutton.css b/_static/copybutton.css new file mode 100644 index 0000000..f1916ec --- /dev/null +++ b/_static/copybutton.css @@ -0,0 +1,94 @@ +/* Copy buttons */ +button.copybtn { + position: absolute; + display: flex; + top: .3em; + right: .3em; + width: 1.7em; + height: 1.7em; + opacity: 0; + transition: opacity 0.3s, border .3s, background-color .3s; + user-select: none; + padding: 0; + border: none; + outline: none; + border-radius: 0.4em; + /* The colors that GitHub uses */ + border: #1b1f2426 1px solid; + background-color: #f6f8fa; + color: #57606a; +} + +button.copybtn.success { + border-color: #22863a; + color: #22863a; +} + +button.copybtn svg { + stroke: currentColor; + width: 1.5em; + height: 1.5em; + padding: 0.1em; +} + +div.highlight { + position: relative; +} + +/* Show the copybutton */ +.highlight:hover button.copybtn, button.copybtn.success { + opacity: 1; +} + +.highlight button.copybtn:hover { + background-color: rgb(235, 235, 235); +} + +.highlight button.copybtn:active { + background-color: rgb(187, 187, 187); +} + +/** + * A minimal CSS-only tooltip copied from: + * https://codepen.io/mildrenben/pen/rVBrpK + * + * To use, write HTML like the following: + * + *

Short

+ */ + .o-tooltip--left { + position: relative; + } + + .o-tooltip--left:after { + opacity: 0; + visibility: hidden; + position: absolute; + content: attr(data-tooltip); + padding: .2em; + font-size: .8em; + left: -.2em; + background: grey; + color: white; + white-space: nowrap; + z-index: 2; + border-radius: 2px; + transform: translateX(-102%) translateY(0); + transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1); +} + +.o-tooltip--left:hover:after { + display: block; + opacity: 1; + visibility: visible; + transform: translateX(-100%) translateY(0); + transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1); + transition-delay: .5s; +} + +/* By default the copy button shouldn't show up when printing a page */ +@media print { + button.copybtn { + display: none; + } +} diff --git a/_static/copybutton.js b/_static/copybutton.js new file mode 100644 index 0000000..d06852f --- /dev/null +++ b/_static/copybutton.js @@ -0,0 +1,248 @@ +// Localization support +const messages = { + 'en': { + 'copy': 'Copy', + 'copy_to_clipboard': 'Copy to clipboard', + 'copy_success': 'Copied!', + 'copy_failure': 'Failed to copy', + }, + 'es' : { + 'copy': 'Copiar', + 'copy_to_clipboard': 'Copiar al portapapeles', + 'copy_success': '¡Copiado!', + 'copy_failure': 'Error al copiar', + }, + 'de' : { + 'copy': 'Kopieren', + 'copy_to_clipboard': 'In die Zwischenablage kopieren', + 'copy_success': 'Kopiert!', + 'copy_failure': 'Fehler beim Kopieren', + }, + 'fr' : { + 'copy': 'Copier', + 'copy_to_clipboard': 'Copier dans le presse-papier', + 'copy_success': 'Copié !', + 'copy_failure': 'Échec de la copie', + }, + 'ru': { + 'copy': 'Скопировать', + 'copy_to_clipboard': 'Скопировать в буфер', + 'copy_success': 'Скопировано!', + 'copy_failure': 'Не удалось скопировать', + }, + 'zh-CN': { + 'copy': '复制', + 'copy_to_clipboard': '复制到剪贴板', + 'copy_success': '复制成功!', + 'copy_failure': '复制失败', + }, + 'it' : { + 'copy': 'Copiare', + 'copy_to_clipboard': 'Copiato negli appunti', + 'copy_success': 'Copiato!', + 'copy_failure': 'Errore durante la copia', + } +} + +let locale = 'en' +if( document.documentElement.lang !== undefined + && messages[document.documentElement.lang] !== undefined ) { + locale = document.documentElement.lang +} + +let doc_url_root = DOCUMENTATION_OPTIONS.URL_ROOT; +if (doc_url_root == '#') { + doc_url_root = ''; +} + +/** + * SVG files for our copy buttons + */ +let iconCheck = ` + ${messages[locale]['copy_success']} + + +` + +// If the user specified their own SVG use that, otherwise use the default +let iconCopy = ``; +if (!iconCopy) { + iconCopy = ` + ${messages[locale]['copy_to_clipboard']} + + + +` +} + +/** + * Set up copy/paste for code blocks + */ + +const runWhenDOMLoaded = cb => { + if (document.readyState != 'loading') { + cb() + } else if (document.addEventListener) { + document.addEventListener('DOMContentLoaded', cb) + } else { + document.attachEvent('onreadystatechange', function() { + if (document.readyState == 'complete') cb() + }) + } +} + +const codeCellId = index => `codecell${index}` + +// Clears selected text since ClipboardJS will select the text when copying +const clearSelection = () => { + if (window.getSelection) { + window.getSelection().removeAllRanges() + } else if (document.selection) { + document.selection.empty() + } +} + +// Changes tooltip text for a moment, then changes it back +// We want the timeout of our `success` class to be a bit shorter than the +// tooltip and icon change, so that we can hide the icon before changing back. +var timeoutIcon = 2000; +var timeoutSuccessClass = 1500; + +const temporarilyChangeTooltip = (el, oldText, newText) => { + el.setAttribute('data-tooltip', newText) + el.classList.add('success') + // Remove success a little bit sooner than we change the tooltip + // So that we can use CSS to hide the copybutton first + setTimeout(() => el.classList.remove('success'), timeoutSuccessClass) + setTimeout(() => el.setAttribute('data-tooltip', oldText), timeoutIcon) +} + +// Changes the copy button icon for two seconds, then changes it back +const temporarilyChangeIcon = (el) => { + el.innerHTML = iconCheck; + setTimeout(() => {el.innerHTML = iconCopy}, timeoutIcon) +} + +const addCopyButtonToCodeCells = () => { + // If ClipboardJS hasn't loaded, wait a bit and try again. This + // happens because we load ClipboardJS asynchronously. + if (window.ClipboardJS === undefined) { + setTimeout(addCopyButtonToCodeCells, 250) + return + } + + // Add copybuttons to all of our code cells + const COPYBUTTON_SELECTOR = 'div.highlight pre'; + const codeCells = document.querySelectorAll(COPYBUTTON_SELECTOR) + codeCells.forEach((codeCell, index) => { + const id = codeCellId(index) + codeCell.setAttribute('id', id) + + const clipboardButton = id => + `` + codeCell.insertAdjacentHTML('afterend', clipboardButton(id)) + }) + +function escapeRegExp(string) { + return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string +} + +/** + * Removes excluded text from a Node. + * + * @param {Node} target Node to filter. + * @param {string} exclude CSS selector of nodes to exclude. + * @returns {DOMString} Text from `target` with text removed. + */ +function filterText(target, exclude) { + const clone = target.cloneNode(true); // clone as to not modify the live DOM + if (exclude) { + // remove excluded nodes + clone.querySelectorAll(exclude).forEach(node => node.remove()); + } + return clone.innerText; +} + +// Callback when a copy button is clicked. Will be passed the node that was clicked +// should then grab the text and replace pieces of text that shouldn't be used in output +function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") { + var regexp; + var match; + + // Do we check for line continuation characters and "HERE-documents"? + var useLineCont = !!lineContinuationChar + var useHereDoc = !!hereDocDelim + + // create regexp to capture prompt and remaining line + if (isRegexp) { + regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)') + } else { + regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)') + } + + const outputLines = []; + var promptFound = false; + var gotLineCont = false; + var gotHereDoc = false; + const lineGotPrompt = []; + for (const line of textContent.split('\n')) { + match = line.match(regexp) + if (match || gotLineCont || gotHereDoc) { + promptFound = regexp.test(line) + lineGotPrompt.push(promptFound) + if (removePrompts && promptFound) { + outputLines.push(match[2]) + } else { + outputLines.push(line) + } + gotLineCont = line.endsWith(lineContinuationChar) & useLineCont + if (line.includes(hereDocDelim) & useHereDoc) + gotHereDoc = !gotHereDoc + } else if (!onlyCopyPromptLines) { + outputLines.push(line) + } else if (copyEmptyLines && line.trim() === '') { + outputLines.push(line) + } + } + + // If no lines with the prompt were found then just use original lines + if (lineGotPrompt.some(v => v === true)) { + textContent = outputLines.join('\n'); + } + + // Remove a trailing newline to avoid auto-running when pasting + if (textContent.endsWith("\n")) { + textContent = textContent.slice(0, -1) + } + return textContent +} + + +var copyTargetText = (trigger) => { + var target = document.querySelector(trigger.attributes['data-clipboard-target'].value); + + // get filtered text + let exclude = '.linenos'; + + let text = filterText(target, exclude); + return formatCopyText(text, '$ ', false, true, true, true, '', '') +} + + // Initialize with a callback so we can modify the text before copy + const clipboard = new ClipboardJS('.copybtn', {text: copyTargetText}) + + // Update UI with error/success messages + clipboard.on('success', event => { + clearSelection() + temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_success']) + temporarilyChangeIcon(event.trigger) + }) + + clipboard.on('error', event => { + temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_failure']) + }) +} + +runWhenDOMLoaded(addCopyButtonToCodeCells) \ No newline at end of file diff --git a/_static/copybutton_funcs.js b/_static/copybutton_funcs.js new file mode 100644 index 0000000..dbe1aaa --- /dev/null +++ b/_static/copybutton_funcs.js @@ -0,0 +1,73 @@ +function escapeRegExp(string) { + return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string +} + +/** + * Removes excluded text from a Node. + * + * @param {Node} target Node to filter. + * @param {string} exclude CSS selector of nodes to exclude. + * @returns {DOMString} Text from `target` with text removed. + */ +export function filterText(target, exclude) { + const clone = target.cloneNode(true); // clone as to not modify the live DOM + if (exclude) { + // remove excluded nodes + clone.querySelectorAll(exclude).forEach(node => node.remove()); + } + return clone.innerText; +} + +// Callback when a copy button is clicked. Will be passed the node that was clicked +// should then grab the text and replace pieces of text that shouldn't be used in output +export function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") { + var regexp; + var match; + + // Do we check for line continuation characters and "HERE-documents"? + var useLineCont = !!lineContinuationChar + var useHereDoc = !!hereDocDelim + + // create regexp to capture prompt and remaining line + if (isRegexp) { + regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)') + } else { + regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)') + } + + const outputLines = []; + var promptFound = false; + var gotLineCont = false; + var gotHereDoc = false; + const lineGotPrompt = []; + for (const line of textContent.split('\n')) { + match = line.match(regexp) + if (match || gotLineCont || gotHereDoc) { + promptFound = regexp.test(line) + lineGotPrompt.push(promptFound) + if (removePrompts && promptFound) { + outputLines.push(match[2]) + } else { + outputLines.push(line) + } + gotLineCont = line.endsWith(lineContinuationChar) & useLineCont + if (line.includes(hereDocDelim) & useHereDoc) + gotHereDoc = !gotHereDoc + } else if (!onlyCopyPromptLines) { + outputLines.push(line) + } else if (copyEmptyLines && line.trim() === '') { + outputLines.push(line) + } + } + + // If no lines with the prompt were found then just use original lines + if (lineGotPrompt.some(v => v === true)) { + textContent = outputLines.join('\n'); + } + + // Remove a trailing newline to avoid auto-running when pasting + if (textContent.endsWith("\n")) { + textContent = textContent.slice(0, -1) + } + return textContent +} diff --git a/_static/css/badge_only.css b/_static/css/badge_only.css new file mode 100644 index 0000000..c718cee --- /dev/null +++ b/_static/css/badge_only.css @@ -0,0 +1 @@ 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b/_static/custom.css @@ -0,0 +1,274 @@ +/** + + CHANGES FOR CUSTOM.CSS SHOULD BE MADE INSIDE CUSTOM.SCSS + + + + Requirements: + + - pip install compile-scss https://pypi.org/project/compile-scss/ + + + +To make changes to styling, first run the following in the root of the project: + + - pip install -e .[dev] + + + +Then you can edit and make changes to this file and see the results by doing the following: + + Steps: + + - Run: compile_scss --watch from inside /renku_sphinx_theme + + - That command will compile scss changes into css. + + - After doing changes commit scss and css files. + +*/ +.wy-nav-side { + background: #01192d; +} + +@media screen and (min-width: 1100px) { + .wy-nav-content-wrap { + background:#01192d; + } +} + +a { + color: #009568; +} + +a:hover { + color: #00bd84; +} + +a:visited { + color: #009568; +} + +.rst-content { + color: #3d3d3d; +} + +.rst-content code.literal { + color: #d26a98; +} + +.rst-content tt.literal { + color: #d26a98; +} + +.rst-content .note { + color: #003274; + background: #ccddf3; + padding: 1rem; + margin-bottom: 1rem; +} + +.rst-content .note .admonition-title { + display: none; +} + +.rst-content .warning { + color: #605000; + background: #fcf4cc; + padding: 1rem; + margin-bottom: 1rem; +} + +.rst-content .warning .admonition-title { + display: none; +} + +.rst-content .highlight { + background: #f5f5f5; +} + +.wy-side-scroll { + background-color: #01192d; +} + +.wy-side-nav-search { + background-color: #01192d; +} + +.wy-side-nav-search input[type="text"] { + width: 100%; + border-radius: 0px; + padding: 6px 12px; + border-color: #01192d; +} + +.wy-menu-vertical a { + font-size: 100%; + color: #d9d9d9; + padding-top: 0.6rem; + padding-bottom: 0.6rem; + background-color: inherit; +} + +.wy-menu-vertical a:hover { + background-color: unset; + opacity: 1; +} + +.wy-menu-vertical li.current > a { + background-color: #01192d; + color: white; +} + +.wy-menu-vertical li.current > a span.toctree-expand { + display: block; + font-size: inherit; + line-height: inherit; + color: inherit; +} + +.wy-menu-vertical li.current > a span.toctree-expand:before { + display: block; + font-size: inherit; + line-height: inherit; + color: inherit; +} + +.wy-menu-vertical li.current > a span.toctree-expand:hover { + color: white; +} + +.wy-menu-vertical li.current > a:hover { + background-color: #01192d; + color: white; +} + +.wy-menu-vertical li.current > a:hover span.toctree-expand { + color: white; +} + +.wy-menu-vertical .toctree-l1 { + opacity: 0.5; +} + +.wy-menu-vertical .toctree-l1:hover { + opacity: 1; + background-color: inherit; +} + +.wy-menu-vertical li.toctree-l1.current { + opacity: 1; + background-color: inherit; +} + +.wy-menu-vertical li.toctree-l1.current > a { + border: 0px; +} + +.wy-menu-vertical .toctree-l2:hover { + background-color: #566673; +} + +.wy-menu-vertical li.toctree-l2.current > a { + background-color: #566673; + color: white; +} + +.wy-menu-vertical li.toctree-l2.current li.toctree-l3 > a { + background-color: #e4e7ea; + color: #838383; +} + +.wy-menu-vertical li.toctree-l2.current li.toctree-l3 > a:hover { + color: #3d3d3d; +} + +.wy-menu-vertical li.toctree-l2.current li.toctree-l3 > a:hover span.toctree-expand { + color: #3d3d3d; +} + +.wy-menu-vertical li.toctree-l2.current li.toctree-l3.current > a { + color: #3d3d3d; +} + +.wy-menu-vertical li.toctree-l2 a { + border: 0px; + background-color: #566673; + color: #d9d9d9; +} + +.wy-menu-vertical li.toctree-l2 a span.toctree-expand { + display: block; + font-size: inherit; + line-height: inherit; + color: inherit; +} + +.wy-menu-vertical li.toctree-l2 a span.toctree-expand:before { + display: block; + font-size: inherit; + line-height: inherit; + color: inherit; +} + +.wy-menu-vertical li.toctree-l2 a span.toctree-expand:hover { + color: white; +} + +.wy-menu-vertical li.toctree-l2 a:hover { + color: white; + background-color: #566673; +} + +.wy-menu-vertical li.toctree-l2 a:hover span.toctree-expand { + color: white; +} + +.wy-menu-vertical li.toctree-l3.current > a { + background-color: #e4e7ea; + color: #838383; +} + +.wy-menu-vertical li.toctree-l3.current li.toctree-l4 > a { + background-color: #e4e7ea; + color: #838383; +} + +.wy-menu-vertical li.toctree-l3.current li.toctree-l4.current > a { + color: #3d3d3d; +} + +.wy-nav-top { + background-color: #01192d; +} + +.btn { + display: inline-block; + font-weight: 400; + line-height: 1.5; + color: #3d3d3d; + text-align: center; + text-decoration: none; + vertical-align: middle; + cursor: pointer; + -webkit-user-select: none; + -ms-user-select: none; + user-select: none; + background-color: transparent; + border: 1px solid transparent; + padding: 0.375rem 0.75rem; + font-size: 1rem; + border-radius: 0; + transition: color 0.15s ease-in-out, background-color 0.15s ease-in-out, border-color 0.15s ease-in-out, box-shadow 0.15s ease-in-out; + box-shadow: unset; +} + +.btn-neutral { + background: unset !important; + color: #838383 !important; +} + +.btn-neutral:active { + padding: 0.375rem 0.75rem; + box-shadow: unset; +} diff --git a/_static/custom.scss b/_static/custom.scss new file mode 100644 index 0000000..035b16a --- /dev/null +++ b/_static/custom.scss @@ -0,0 +1,292 @@ +/** + CHANGES FOR CUSTOM.CSS SHOULD BE MADE INSIDE CUSTOM.SCSS + + Requirements: + - pip install compile-scss https://pypi.org/project/compile-scss/ + +To make changes to styling, first run the following in the root of the project: + - pip install -e .[dev] + +Then you can edit and make changes to this file and see the results by doing the following: + Steps: + - Run: compile_scss --watch from inside /renku_sphinx_theme + - That command will compile scss changes into css. + - After doing changes commit scss and css files. +*/ + +$rk-blue: #01192d; +$rk-green: #009568; +$rk-green-lighter: hsl(162, 100%, 37%); +$rk-background: #f5f5f5; +$rk-white: #f5f5f5; +$rk-dark: #3d3d3d; +$rk-warning-background: #fcf4cc; +$rk-warning-font: #605000; +$rk-info-background: #ccddf3; +$rk-info-font: #003274; +$rk-light-blue: #566673; +$rk-gray: #838383; +$rk-light-gray: #e4e7ea; +$rk-pink: #d26a98; + +//side background +.wy-nav-side { + background: $rk-blue; +} + +@media screen and (min-width: 1100px) { + .wy-nav-content-wrap { + background:$rk-blue; + } +} + +//all links are green +a { + color: $rk-green; + &:hover { + color: $rk-green-lighter; + } + &:visited { + color: $rk-green; + } +} + +// right content -- docs +.rst-content { + color: $rk-dark; + + // code color + code.literal { + color: $rk-pink; + } + + tt.literal { + color: $rk-pink; + } + + // note style + .note { + .admonition-title { + display: none; + } + color: $rk-info-font; + background: $rk-info-background; + padding: 1rem; + margin-bottom: 1rem; + } + + // warning style + .warning { + .admonition-title { + display: none; + } + color: $rk-warning-font; + background: $rk-warning-background; + padding: 1rem; + margin-bottom: 1rem; + } + + // code blocks + .highlight { + background: $rk-background; + } +} + +// menu background +.wy-side-scroll { + background-color: $rk-blue; +} + +// side nav +.wy-side-nav-search { + background-color: $rk-blue; + input[type="text"] { + width: 100%; + border-radius: 0px; + padding: 6px 12px; + border-color: $rk-blue; + } +} + +// Vertical menu +.wy-menu-vertical { + a { + font-size: 100%; + color: #d9d9d9; + padding-top: 0.6rem; + padding-bottom: 0.6rem; + background-color: inherit; + &:hover { + background-color: unset; + opacity: 1; + } + } + + // all links inside the menu + li.current { + > a { + background-color: $rk-blue; + color: white; + span.toctree-expand { + display: block; + font-size: inherit; + line-height: inherit; + color: inherit; + &:before { + display: block; + font-size: inherit; + line-height: inherit; + color: inherit; + } + &:hover { + color: white; + } + } + &:hover { + background-color: $rk-blue; + color: white; + span.toctree-expand { + color: white; + } + } + } + } + + // level 1 link + .toctree-l1 { + opacity: 0.5; + &:hover { + opacity: 1; + background-color: inherit; + } + } + + // selected level 1 link + li.toctree-l1.current { + opacity: 1; + background-color: inherit; + > a { + border: 0px; + } + } + + .toctree-l2 { + &:hover { + background-color: #566673; + } + } + + li.toctree-l2.current { + > a { + background-color: $rk-light-blue; + color: white; + } + li.toctree-l3 { + > a { + background-color: $rk-light-gray; + color: $rk-gray; + &:hover { + color: $rk-dark; + span.toctree-expand { + color: $rk-dark; + } + } + } + } + li.toctree-l3.current { + > a { + color: $rk-dark; + } + } + } + + li.toctree-l2 { + a { + border: 0px; + background-color: $rk-light-blue; + color: #d9d9d9; + // + span.toctree-expand { + display: block; + font-size: inherit; + line-height: inherit; + color: inherit; + &:before { + display: block; + font-size: inherit; + line-height: inherit; + color: inherit; + } + &:hover { + color: white; + } + } + // + &:hover { + color: white; + background-color: $rk-light-blue; + /// + span.toctree-expand { + color: white; + } + /// + } + } + } + + li.toctree-l3.current { + > a { + background-color: $rk-light-gray; + color: $rk-gray; + } + li.toctree-l4 { + > a { + background-color: $rk-light-gray; + color: $rk-gray; + } + &.current { + > a { + color: $rk-dark; + } + } + } + } +} + +// Responsive small navigation +.wy-nav-top { + background-color: $rk-blue; +} + +// Button +.btn { + display: inline-block; + font-weight: 400; + line-height: 1.5; + color: $rk-dark; + text-align: center; + text-decoration: none; + vertical-align: middle; + cursor: pointer; + -webkit-user-select: none; + -ms-user-select: none; + user-select: none; + background-color: transparent; + border: 1px solid transparent; + padding: 0.375rem 0.75rem; + font-size: 1rem; + border-radius: 0; + transition: color 0.15s ease-in-out, background-color 0.15s ease-in-out, + border-color 0.15s ease-in-out, box-shadow 0.15s ease-in-out; + box-shadow: unset; +} + +// Neutral button - prev next +.btn-neutral { + background: unset !important; + color: $rk-gray !important; + &:active { + padding: 0.375rem 0.75rem; + box-shadow: unset; + } +} diff --git a/_static/doctools.js b/_static/doctools.js new file mode 100644 index 0000000..4d67807 --- /dev/null +++ b/_static/doctools.js @@ -0,0 +1,156 @@ +/* + * doctools.js + * ~~~~~~~~~~~ + * + * Base JavaScript utilities for all Sphinx HTML documentation. + * + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ +"use strict"; + +const BLACKLISTED_KEY_CONTROL_ELEMENTS = new Set([ + "TEXTAREA", + "INPUT", + "SELECT", + "BUTTON", +]); + +const _ready = (callback) => { + if (document.readyState !== "loading") { + callback(); + } else { + document.addEventListener("DOMContentLoaded", callback); + } +}; + +/** + * Small JavaScript module for the documentation. + */ +const Documentation = { + init: () => { + Documentation.initDomainIndexTable(); + Documentation.initOnKeyListeners(); + }, + + /** + * i18n support + */ + TRANSLATIONS: {}, + PLURAL_EXPR: (n) => (n === 1 ? 0 : 1), + LOCALE: "unknown", + + // gettext and ngettext don't access this so that the functions + // can safely bound to a different name (_ = Documentation.gettext) + gettext: (string) => { + const translated = Documentation.TRANSLATIONS[string]; + switch (typeof translated) { + case "undefined": + return string; // no translation + case "string": + return translated; // translation exists + default: + return translated[0]; // (singular, plural) translation tuple exists + } + }, + + ngettext: (singular, plural, n) => { + const translated = Documentation.TRANSLATIONS[singular]; + if (typeof translated !== "undefined") + return translated[Documentation.PLURAL_EXPR(n)]; + return n === 1 ? singular : plural; + }, + + addTranslations: (catalog) => { + Object.assign(Documentation.TRANSLATIONS, catalog.messages); + Documentation.PLURAL_EXPR = new Function( + "n", + `return (${catalog.plural_expr})` + ); + Documentation.LOCALE = catalog.locale; + }, + + /** + * helper function to focus on search bar + */ + focusSearchBar: () => { + document.querySelectorAll("input[name=q]")[0]?.focus(); + }, + + /** + * Initialise the domain index toggle buttons + */ + initDomainIndexTable: () => { + const toggler = (el) => { + const idNumber = el.id.substr(7); + const toggledRows = document.querySelectorAll(`tr.cg-${idNumber}`); + if (el.src.substr(-9) === "minus.png") { + el.src = `${el.src.substr(0, el.src.length - 9)}plus.png`; + toggledRows.forEach((el) => (el.style.display = "none")); + } else { + el.src = `${el.src.substr(0, el.src.length - 8)}minus.png`; + toggledRows.forEach((el) => (el.style.display = "")); + } + }; + + const togglerElements = document.querySelectorAll("img.toggler"); + togglerElements.forEach((el) => + el.addEventListener("click", (event) => toggler(event.currentTarget)) + ); + togglerElements.forEach((el) => (el.style.display = "")); + if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) togglerElements.forEach(toggler); + }, + + initOnKeyListeners: () => { + // only install a listener if it is really needed + if ( + !DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS && + !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS + ) + return; + + document.addEventListener("keydown", (event) => { + // bail for input elements + if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return; + // bail with special keys + if (event.altKey || event.ctrlKey || event.metaKey) return; + + if (!event.shiftKey) { + switch (event.key) { + case "ArrowLeft": + if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; + + const prevLink = document.querySelector('link[rel="prev"]'); + if (prevLink && prevLink.href) { + window.location.href = prevLink.href; + event.preventDefault(); + } + break; + case "ArrowRight": + if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; + + const nextLink = document.querySelector('link[rel="next"]'); + if (nextLink && nextLink.href) { + window.location.href = nextLink.href; + event.preventDefault(); + } + break; + } + } + + // some keyboard layouts may need Shift to get / + switch (event.key) { + case "/": + if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break; + Documentation.focusSearchBar(); + event.preventDefault(); + } + }); + }, +}; + +// quick alias for translations +const _ = Documentation.gettext; + +_ready(Documentation.init); diff --git a/_static/documentation_options.js b/_static/documentation_options.js new file mode 100644 index 0000000..13d90ff --- /dev/null +++ b/_static/documentation_options.js @@ -0,0 +1,13 @@ +const DOCUMENTATION_OPTIONS = { + VERSION: '0.1.0', + LANGUAGE: 'en', + COLLAPSE_INDEX: false, + BUILDER: 'html', + FILE_SUFFIX: '.html', + LINK_SUFFIX: '.html', + HAS_SOURCE: true, + SOURCELINK_SUFFIX: '.txt', + NAVIGATION_WITH_KEYS: false, + SHOW_SEARCH_SUMMARY: true, + ENABLE_SEARCH_SHORTCUTS: true, +}; \ No newline at end of file diff --git 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+ +/** + * Simple result scoring code. + */ +if (typeof Scorer === "undefined") { + var Scorer = { + // Implement the following function to further tweak the score for each result + // The function takes a result array [docname, title, anchor, descr, score, filename] + // and returns the new score. + /* + score: result => { + const [docname, title, anchor, descr, score, filename] = result + return score + }, + */ + + // query matches the full name of an object + objNameMatch: 11, + // or matches in the last dotted part of the object name + objPartialMatch: 6, + // Additive scores depending on the priority of the object + objPrio: { + 0: 15, // used to be importantResults + 1: 5, // used to be objectResults + 2: -5, // used to be unimportantResults + }, + // Used when the priority is not in the mapping. + objPrioDefault: 0, + + // query found in title + title: 15, + partialTitle: 7, + // query found in terms + term: 5, + partialTerm: 2, + }; +} + +const _removeChildren = (element) => { + while (element && element.lastChild) element.removeChild(element.lastChild); +}; + +/** + * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions#escaping + */ +const _escapeRegExp = (string) => + string.replace(/[.*+\-?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string + +const _displayItem = (item, searchTerms, highlightTerms) => { + const docBuilder = DOCUMENTATION_OPTIONS.BUILDER; + const docFileSuffix = DOCUMENTATION_OPTIONS.FILE_SUFFIX; + const docLinkSuffix = DOCUMENTATION_OPTIONS.LINK_SUFFIX; + const showSearchSummary = DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY; + const contentRoot = document.documentElement.dataset.content_root; + + const [docName, title, anchor, descr, score, _filename] = item; + + let listItem = document.createElement("li"); + let requestUrl; + let linkUrl; + if (docBuilder === "dirhtml") { + // dirhtml builder + let dirname = docName + "/"; + if (dirname.match(/\/index\/$/)) + dirname = dirname.substring(0, dirname.length - 6); + else if (dirname === "index/") dirname = ""; + requestUrl = contentRoot + dirname; + linkUrl = requestUrl; + } else { + // normal html builders + requestUrl = contentRoot + docName + docFileSuffix; + linkUrl = docName + docLinkSuffix; + } + let linkEl = listItem.appendChild(document.createElement("a")); + linkEl.href = linkUrl + anchor; + linkEl.dataset.score = score; + linkEl.innerHTML = title; + if (descr) { + listItem.appendChild(document.createElement("span")).innerHTML = + " (" + descr + ")"; + // highlight search terms in the description + if (SPHINX_HIGHLIGHT_ENABLED) // set in sphinx_highlight.js + highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted")); + } + else if (showSearchSummary) + fetch(requestUrl) + .then((responseData) => responseData.text()) + .then((data) => { + if (data) + listItem.appendChild( + Search.makeSearchSummary(data, searchTerms, anchor) + ); + // highlight search terms in the summary + if (SPHINX_HIGHLIGHT_ENABLED) // set in sphinx_highlight.js + highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted")); + }); + Search.output.appendChild(listItem); +}; +const _finishSearch = (resultCount) => { + Search.stopPulse(); + Search.title.innerText = _("Search Results"); + if (!resultCount) + Search.status.innerText = Documentation.gettext( + "Your search did not match any documents. Please make sure that all words are spelled correctly and that you've selected enough categories." + ); + else + Search.status.innerText = _( + "Search finished, found ${resultCount} page(s) matching the search query." + ).replace('${resultCount}', resultCount); +}; +const _displayNextItem = ( + results, + resultCount, + searchTerms, + highlightTerms, +) => { + // results left, load the summary and display it + // this is intended to be dynamic (don't sub resultsCount) + if (results.length) { + _displayItem(results.pop(), searchTerms, highlightTerms); + setTimeout( + () => _displayNextItem(results, resultCount, searchTerms, highlightTerms), + 5 + ); + } + // search finished, update title and status message + else _finishSearch(resultCount); +}; +// Helper function used by query() to order search results. +// Each input is an array of [docname, title, anchor, descr, score, filename]. +// Order the results by score (in opposite order of appearance, since the +// `_displayNextItem` function uses pop() to retrieve items) and then alphabetically. +const _orderResultsByScoreThenName = (a, b) => { + const leftScore = a[4]; + const rightScore = b[4]; + if (leftScore === rightScore) { + // same score: sort alphabetically + const leftTitle = a[1].toLowerCase(); + const rightTitle = b[1].toLowerCase(); + if (leftTitle === rightTitle) return 0; + return leftTitle > rightTitle ? -1 : 1; // inverted is intentional + } + return leftScore > rightScore ? 1 : -1; +}; + +/** + * Default splitQuery function. Can be overridden in ``sphinx.search`` with a + * custom function per language. + * + * The regular expression works by splitting the string on consecutive characters + * that are not Unicode letters, numbers, underscores, or emoji characters. + * This is the same as ``\W+`` in Python, preserving the surrogate pair area. + */ +if (typeof splitQuery === "undefined") { + var splitQuery = (query) => query + .split(/[^\p{Letter}\p{Number}_\p{Emoji_Presentation}]+/gu) + .filter(term => term) // remove remaining empty strings +} + +/** + * Search Module + */ +const Search = { + _index: null, + _queued_query: null, + _pulse_status: -1, + + htmlToText: (htmlString, anchor) => { + const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html'); + for (const removalQuery of [".headerlinks", "script", "style"]) { + htmlElement.querySelectorAll(removalQuery).forEach((el) => { el.remove() }); + } + if (anchor) { + const anchorContent = htmlElement.querySelector(`[role="main"] ${anchor}`); + if (anchorContent) return anchorContent.textContent; + + console.warn( + `Anchored content block not found. Sphinx search tries to obtain it via DOM query '[role=main] ${anchor}'. Check your theme or template.` + ); + } + + // if anchor not specified or not found, fall back to main content + const docContent = htmlElement.querySelector('[role="main"]'); + if (docContent) return docContent.textContent; + + console.warn( + "Content block not found. Sphinx search tries to obtain it via DOM query '[role=main]'. Check your theme or template." + ); + return ""; + }, + + init: () => { + const query = new URLSearchParams(window.location.search).get("q"); + document + .querySelectorAll('input[name="q"]') + .forEach((el) => (el.value = query)); + if (query) Search.performSearch(query); + }, + + loadIndex: (url) => + (document.body.appendChild(document.createElement("script")).src = url), + + setIndex: (index) => { + Search._index = index; + if (Search._queued_query !== null) { + const query = Search._queued_query; + Search._queued_query = null; + Search.query(query); + } + }, + + hasIndex: () => Search._index !== null, + + deferQuery: (query) => (Search._queued_query = query), + + stopPulse: () => (Search._pulse_status = -1), + + startPulse: () => { + if (Search._pulse_status >= 0) return; + + const pulse = () => { + Search._pulse_status = (Search._pulse_status + 1) % 4; + Search.dots.innerText = ".".repeat(Search._pulse_status); + if (Search._pulse_status >= 0) window.setTimeout(pulse, 500); + }; + pulse(); + }, + + /** + * perform a search for something (or wait until index is loaded) + */ + performSearch: (query) => { + // create the required interface elements + const searchText = document.createElement("h2"); + searchText.textContent = _("Searching"); + const searchSummary = document.createElement("p"); + searchSummary.classList.add("search-summary"); + searchSummary.innerText = ""; + const searchList = document.createElement("ul"); + searchList.classList.add("search"); + + const out = document.getElementById("search-results"); + Search.title = out.appendChild(searchText); + Search.dots = Search.title.appendChild(document.createElement("span")); + Search.status = out.appendChild(searchSummary); + Search.output = out.appendChild(searchList); + + const searchProgress = document.getElementById("search-progress"); + // Some themes don't use the search progress node + if (searchProgress) { + searchProgress.innerText = _("Preparing search..."); + } + Search.startPulse(); + + // index already loaded, the browser was quick! + if (Search.hasIndex()) Search.query(query); + else Search.deferQuery(query); + }, + + _parseQuery: (query) => { + // stem the search terms and add them to the correct list + const stemmer = new Stemmer(); + const searchTerms = new Set(); + const excludedTerms = new Set(); + const highlightTerms = new Set(); + const objectTerms = new Set(splitQuery(query.toLowerCase().trim())); + splitQuery(query.trim()).forEach((queryTerm) => { + const queryTermLower = queryTerm.toLowerCase(); + + // maybe skip this "word" + // stopwords array is from language_data.js + if ( + stopwords.indexOf(queryTermLower) !== -1 || + queryTerm.match(/^\d+$/) + ) + return; + + // stem the word + let word = stemmer.stemWord(queryTermLower); + // select the correct list + if (word[0] === "-") excludedTerms.add(word.substr(1)); + else { + searchTerms.add(word); + highlightTerms.add(queryTermLower); + } + }); + + if (SPHINX_HIGHLIGHT_ENABLED) { // set in sphinx_highlight.js + localStorage.setItem("sphinx_highlight_terms", [...highlightTerms].join(" ")) + } + + // console.debug("SEARCH: searching for:"); + // console.info("required: ", [...searchTerms]); + // console.info("excluded: ", [...excludedTerms]); + + return [query, searchTerms, excludedTerms, highlightTerms, objectTerms]; + }, + + /** + * execute search (requires search index to be loaded) + */ + _performSearch: (query, searchTerms, excludedTerms, highlightTerms, objectTerms) => { + const filenames = Search._index.filenames; + const docNames = Search._index.docnames; + const titles = Search._index.titles; + const allTitles = Search._index.alltitles; + const indexEntries = Search._index.indexentries; + + // Collect multiple result groups to be sorted separately and then ordered. + // Each is an array of [docname, title, anchor, descr, score, filename]. + const normalResults = []; + const nonMainIndexResults = []; + + _removeChildren(document.getElementById("search-progress")); + + const queryLower = query.toLowerCase().trim(); + for (const [title, foundTitles] of Object.entries(allTitles)) { + if (title.toLowerCase().trim().includes(queryLower) && (queryLower.length >= title.length/2)) { + for (const [file, id] of foundTitles) { + let score = Math.round(100 * queryLower.length / title.length) + normalResults.push([ + docNames[file], + titles[file] !== title ? `${titles[file]} > ${title}` : title, + id !== null ? "#" + id : "", + null, + score, + filenames[file], + ]); + } + } + } + + // search for explicit entries in index directives + for (const [entry, foundEntries] of Object.entries(indexEntries)) { + if (entry.includes(queryLower) && (queryLower.length >= entry.length/2)) { + for (const [file, id, isMain] of foundEntries) { + const score = Math.round(100 * queryLower.length / entry.length); + const result = [ + docNames[file], + titles[file], + id ? "#" + id : "", + null, + score, + filenames[file], + ]; + if (isMain) { + normalResults.push(result); + } else { + nonMainIndexResults.push(result); + } + } + } + } + + // lookup as object + objectTerms.forEach((term) => + normalResults.push(...Search.performObjectSearch(term, objectTerms)) + ); + + // lookup as search terms in fulltext + normalResults.push(...Search.performTermsSearch(searchTerms, excludedTerms)); + + // let the scorer override scores with a custom scoring function + if (Scorer.score) { + normalResults.forEach((item) => (item[4] = Scorer.score(item))); + nonMainIndexResults.forEach((item) => (item[4] = Scorer.score(item))); + } + + // Sort each group of results by score and then alphabetically by name. + normalResults.sort(_orderResultsByScoreThenName); + nonMainIndexResults.sort(_orderResultsByScoreThenName); + + // Combine the result groups in (reverse) order. + // Non-main index entries are typically arbitrary cross-references, + // so display them after other results. + let results = [...nonMainIndexResults, ...normalResults]; + + // remove duplicate search results + // note the reversing of results, so that in the case of duplicates, the highest-scoring entry is kept + let seen = new Set(); + results = results.reverse().reduce((acc, result) => { + let resultStr = result.slice(0, 4).concat([result[5]]).map(v => String(v)).join(','); + if (!seen.has(resultStr)) { + acc.push(result); + seen.add(resultStr); + } + return acc; + }, []); + + return results.reverse(); + }, + + query: (query) => { + const [searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms] = Search._parseQuery(query); + const results = Search._performSearch(searchQuery, searchTerms, excludedTerms, highlightTerms, objectTerms); + + // for debugging + //Search.lastresults = results.slice(); // a copy + // console.info("search results:", Search.lastresults); + + // print the results + _displayNextItem(results, results.length, searchTerms, highlightTerms); + }, + + /** + * search for object names + */ + performObjectSearch: (object, objectTerms) => { + const filenames = Search._index.filenames; + const docNames = Search._index.docnames; + const objects = Search._index.objects; + const objNames = Search._index.objnames; + const titles = Search._index.titles; + + const results = []; + + const objectSearchCallback = (prefix, match) => { + const name = match[4] + const fullname = (prefix ? prefix + "." : "") + name; + const fullnameLower = fullname.toLowerCase(); + if (fullnameLower.indexOf(object) < 0) return; + + let score = 0; + const parts = fullnameLower.split("."); + + // check for different match types: exact matches of full name or + // "last name" (i.e. last dotted part) + if (fullnameLower === object || parts.slice(-1)[0] === object) + score += Scorer.objNameMatch; + else if (parts.slice(-1)[0].indexOf(object) > -1) + score += Scorer.objPartialMatch; // matches in last name + + const objName = objNames[match[1]][2]; + const title = titles[match[0]]; + + // If more than one term searched for, we require other words to be + // found in the name/title/description + const otherTerms = new Set(objectTerms); + otherTerms.delete(object); + if (otherTerms.size > 0) { + const haystack = `${prefix} ${name} ${objName} ${title}`.toLowerCase(); + if ( + [...otherTerms].some((otherTerm) => haystack.indexOf(otherTerm) < 0) + ) + return; + } + + let anchor = match[3]; + if (anchor === "") anchor = fullname; + else if (anchor === "-") anchor = objNames[match[1]][1] + "-" + fullname; + + const descr = objName + _(", in ") + title; + + // add custom score for some objects according to scorer + if (Scorer.objPrio.hasOwnProperty(match[2])) + score += Scorer.objPrio[match[2]]; + else score += Scorer.objPrioDefault; + + results.push([ + docNames[match[0]], + fullname, + "#" + anchor, + descr, + score, + filenames[match[0]], + ]); + }; + Object.keys(objects).forEach((prefix) => + objects[prefix].forEach((array) => + objectSearchCallback(prefix, array) + ) + ); + return results; + }, + + /** + * search for full-text terms in the index + */ + performTermsSearch: (searchTerms, excludedTerms) => { + // prepare search + const terms = Search._index.terms; + const titleTerms = Search._index.titleterms; + const filenames = Search._index.filenames; + const docNames = Search._index.docnames; + const titles = Search._index.titles; + + const scoreMap = new Map(); + const fileMap = new Map(); + + // perform the search on the required terms + searchTerms.forEach((word) => { + const files = []; + const arr = [ + { files: terms[word], score: Scorer.term }, + { files: titleTerms[word], score: Scorer.title }, + ]; + // add support for partial matches + if (word.length > 2) { + const escapedWord = _escapeRegExp(word); + if (!terms.hasOwnProperty(word)) { + Object.keys(terms).forEach((term) => { + if (term.match(escapedWord)) + arr.push({ files: terms[term], score: Scorer.partialTerm }); + }); + } + if (!titleTerms.hasOwnProperty(word)) { + Object.keys(titleTerms).forEach((term) => { + if (term.match(escapedWord)) + arr.push({ files: titleTerms[term], score: Scorer.partialTitle }); + }); + } + } + + // no match but word was a required one + if (arr.every((record) => record.files === undefined)) return; + + // found search word in contents + arr.forEach((record) => { + if (record.files === undefined) return; + + let recordFiles = record.files; + if (recordFiles.length === undefined) recordFiles = [recordFiles]; + files.push(...recordFiles); + + // set score for the word in each file + recordFiles.forEach((file) => { + if (!scoreMap.has(file)) scoreMap.set(file, {}); + scoreMap.get(file)[word] = record.score; + }); + }); + + // create the mapping + files.forEach((file) => { + if (!fileMap.has(file)) fileMap.set(file, [word]); + else if (fileMap.get(file).indexOf(word) === -1) fileMap.get(file).push(word); + }); + }); + + // now check if the files don't contain excluded terms + const results = []; + for (const [file, wordList] of fileMap) { + // check if all requirements are matched + + // as search terms with length < 3 are discarded + const filteredTermCount = [...searchTerms].filter( + (term) => term.length > 2 + ).length; + if ( + wordList.length !== searchTerms.size && + wordList.length !== filteredTermCount + ) + continue; + + // ensure that none of the excluded terms is in the search result + if ( + [...excludedTerms].some( + (term) => + terms[term] === file || + titleTerms[term] === file || + (terms[term] || []).includes(file) || + (titleTerms[term] || []).includes(file) + ) + ) + break; + + // select one (max) score for the file. + const score = Math.max(...wordList.map((w) => scoreMap.get(file)[w])); + // add result to the result list + results.push([ + docNames[file], + titles[file], + "", + null, + score, + filenames[file], + ]); + } + return results; + }, + + /** + * helper function to return a node containing the + * search summary for a given text. keywords is a list + * of stemmed words. + */ + makeSearchSummary: (htmlText, keywords, anchor) => { + const text = Search.htmlToText(htmlText, anchor); + if (text === "") return null; + + const textLower = text.toLowerCase(); + const actualStartPosition = [...keywords] + .map((k) => textLower.indexOf(k.toLowerCase())) + .filter((i) => i > -1) + .slice(-1)[0]; + const startWithContext = Math.max(actualStartPosition - 120, 0); + + const top = startWithContext === 0 ? "" : "..."; + const tail = startWithContext + 240 < text.length ? "..." : ""; + + let summary = document.createElement("p"); + summary.classList.add("context"); + summary.textContent = top + text.substr(startWithContext, 240).trim() + tail; + + return summary; + }, +}; + +_ready(Search.init); diff --git a/_static/sphinx_highlight.js b/_static/sphinx_highlight.js new file mode 100644 index 0000000..8a96c69 --- /dev/null +++ b/_static/sphinx_highlight.js @@ -0,0 +1,154 @@ +/* Highlighting utilities for Sphinx HTML documentation. */ +"use strict"; + +const SPHINX_HIGHLIGHT_ENABLED = true + +/** + * highlight a given string on a node by wrapping it in + * span elements with the given class name. + */ +const _highlight = (node, addItems, text, className) => { + if (node.nodeType === Node.TEXT_NODE) { + const val = node.nodeValue; + const parent = node.parentNode; + const pos = val.toLowerCase().indexOf(text); + if ( + pos >= 0 && + !parent.classList.contains(className) && + !parent.classList.contains("nohighlight") + ) { + let span; + + const closestNode = parent.closest("body, svg, foreignObject"); + const isInSVG = closestNode && closestNode.matches("svg"); + if (isInSVG) { + span = document.createElementNS("http://www.w3.org/2000/svg", "tspan"); + } else { + span = document.createElement("span"); + span.classList.add(className); + } + + span.appendChild(document.createTextNode(val.substr(pos, text.length))); + const rest = document.createTextNode(val.substr(pos + text.length)); + parent.insertBefore( + span, + parent.insertBefore( + rest, + node.nextSibling + ) + ); + node.nodeValue = val.substr(0, pos); + /* There may be more occurrences of search term in this node. So call this + * function recursively on the remaining fragment. + */ + _highlight(rest, addItems, text, className); + + if (isInSVG) { + const rect = document.createElementNS( + "http://www.w3.org/2000/svg", + "rect" + ); + const bbox = parent.getBBox(); + rect.x.baseVal.value = bbox.x; + rect.y.baseVal.value = bbox.y; + rect.width.baseVal.value = bbox.width; + rect.height.baseVal.value = bbox.height; + rect.setAttribute("class", className); + addItems.push({ parent: parent, target: rect }); + } + } + } else if (node.matches && !node.matches("button, select, textarea")) { + node.childNodes.forEach((el) => _highlight(el, addItems, text, className)); + } +}; +const _highlightText = (thisNode, text, className) => { + let addItems = []; + _highlight(thisNode, addItems, text, className); + addItems.forEach((obj) => + obj.parent.insertAdjacentElement("beforebegin", obj.target) + ); +}; + +/** + * Small JavaScript module for the documentation. + */ +const SphinxHighlight = { + + /** + * highlight the search words provided in localstorage in the text + */ + highlightSearchWords: () => { + if (!SPHINX_HIGHLIGHT_ENABLED) return; // bail if no highlight + + // get and clear terms from localstorage + const url = new URL(window.location); + const highlight = + localStorage.getItem("sphinx_highlight_terms") + || url.searchParams.get("highlight") + || ""; + localStorage.removeItem("sphinx_highlight_terms") + url.searchParams.delete("highlight"); + window.history.replaceState({}, "", url); + + // get individual terms from highlight string + const terms = highlight.toLowerCase().split(/\s+/).filter(x => x); + if (terms.length === 0) return; // nothing to do + + // There should never be more than one element matching "div.body" + const divBody = document.querySelectorAll("div.body"); + const body = divBody.length ? divBody[0] : document.querySelector("body"); + window.setTimeout(() => { + terms.forEach((term) => _highlightText(body, term, "highlighted")); + }, 10); + + const searchBox = document.getElementById("searchbox"); + if (searchBox === null) return; + searchBox.appendChild( + document + .createRange() + .createContextualFragment( + '

' + + '' + + _("Hide Search Matches") + + "

" + ) + ); + }, + + /** + * helper function to hide the search marks again + */ + hideSearchWords: () => { + document + .querySelectorAll("#searchbox .highlight-link") + .forEach((el) => el.remove()); + document + .querySelectorAll("span.highlighted") + .forEach((el) => el.classList.remove("highlighted")); + localStorage.removeItem("sphinx_highlight_terms") + }, + + initEscapeListener: () => { + // only install a listener if it is really needed + if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) return; + + document.addEventListener("keydown", (event) => { + // bail for input elements + if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return; + // bail with special keys + if (event.shiftKey || event.altKey || event.ctrlKey || event.metaKey) return; + if (DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS && (event.key === "Escape")) { + SphinxHighlight.hideSearchWords(); + event.preventDefault(); + } + }); + }, +}; + +_ready(() => { + /* Do not call highlightSearchWords() when we are on the search page. + * It will highlight words from the *previous* search query. + */ + if (typeof Search === "undefined") SphinxHighlight.highlightSearchWords(); + SphinxHighlight.initEscapeListener(); +}); diff --git a/api-reference.html b/api-reference.html new file mode 100644 index 0000000..71960bf --- /dev/null +++ b/api-reference.html @@ -0,0 +1,354 @@ + + + + + + + API Reference — CATS 0.1.0 documentation + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ +
+
+
+ +
+
+
+
+ +
+

API Reference

+

This is a reference covering the Python modules and objects across +the CATS codebase. For the interface for the command-line, which is +likely to be more relevant to users (rather than developers) of CATS, +please see Command-line (CLI) reference.

+
+

Modules

+
+

cats.__init__

+
+
+class cats.__init__.CATSOutput(carbonIntensityNow: CarbonIntensityAverageEstimate, carbonIntensityOptimal: CarbonIntensityAverageEstimate, location: str, countryISO3: str, emmissionEstimate: Estimates | None = None)
+

Carbon Aware Task Scheduler output

+
+ +
+
+cats.__init__.parse_arguments()
+

Parse command line arguments +:return: [dict] parsed arguments

+
+ +
+
+cats.__init__.schedule_at(output: CATSOutput, args: list[str], at_command: str = 'at') → str | None
+

Schedule job with optimal start time using at(1)

+
+
Returns:
+

Error as a string, or None if successful

+
+
+
+ +
+
+

cats.__main__

+
+
+

cats.configure

+

This module exports a function configure that processes both command line arguments +and configuration file. This function returns a runtime configuration +for cats to make a request to a carcon intensity forecast provider. A +runtime configuration consits of:

+
    +

  • location (postcode)

    • +

  • job duration

    • +

  • Interface to carbon intensity forecast provider (See TODO)

    • +
+
+
+cats.configure.get_runtime_config(args) → tuple[APIInterface, str, int, list[tuple[int, float]] | None, float | None]
+

Return the runtime cats configuration from list of command line +arguments and content of configuration file.

+

Returns a tuple containing an instance of APIInterface, the location as a string, +the duration in minutes as an integer, as well as information on +the number of cpus/gpus used by the job and their power consumption.

+
+
Parameters:
+

args – Command line arguments

+
+
Returns:
+

Runtime cats configuration

+
+
Return type:
+

tuple[APIInterface, str, int, list[tuple[int, float]]]

+
+
Raises:
+

ValueError – If job duration cannot be interpreted as a positive integer.

+
+
+
+ +
+
+

cats.CI_api_interface

+
+
+class cats.CI_api_interface.APIInterface(get_request_url, parse_response_data, max_duration)
+
+
+get_request_url
+

Alias for field number 0

+
+ +
+
+max_duration
+

Alias for field number 2

+
+ +
+
+parse_response_data
+

Alias for field number 1

+
+ +
+ +
+
+exception cats.CI_api_interface.InvalidLocationError
+
+ +
+
+cats.CI_api_interface.ciuk_parse_response_data(response: dict)
+

This wraps the API from carbonintensity.org.uk +and is set up to cache data from call to call even accross different +processes within the same half hour window. The returned prediction data +is in half hour blocks starting from the half hour containing the current +time and extending for 48 hours into the future.

+
+
Parameters:
+

response

+
+
Returns:
+

+
+
+
+ +
+
+

cats.CI_api_query

+
+
+cats.CI_api_query.get_CI_forecast(location: str, CI_API_interface) → list[CarbonIntensityPointEstimate]
+

Get carbon intensity from an API

+

Given the location and an API interface, return a list of predictions of the +future carbon intensity.

+

param location: [str] Depends on country. UK postcode (just the first section), e.g. M15. +returns: a list of CarbonIntensityPointEstimate

+
+ +
+
+

cats.carbonFootprint

+
+
+class cats.carbonFootprint.Estimates(now, best, savings)
+
+
+best
+

Alias for field number 1

+
+ +
+
+now
+

Alias for field number 0

+
+ +
+
+savings
+

Alias for field number 2

+
+ +
+ +
+
+

cats.forecast

+
+
+class cats.forecast.CarbonIntensityAverageEstimate(value: float, start: datetime, end: datetime)
+

Represents a single data point within an integrated carbon +intensity timeseries. Use order=True in order to enable comparison +of class instance based on the first attribute. See +https://peps.python.org/pep-0557

+
+ +
+
+class cats.forecast.CarbonIntensityPointEstimate(value: float, datetime: datetime)
+

Represents a single data point within an intensity +timeseries. Use order=True in order to enable comparison of class +instance based on the first attribute. See +https://peps.python.org/pep-0557

+
+ +
+
+

cats.optimise_starttime

+
+
+cats.optimise_starttime.get_avg_estimates(data, duration=None)
+

Get lowest carbon intensity in data depending on user method +return dict of timestamp and carbon intensity

+

duration is in minutes

+
+ +
+
+
+ + +
+
+
+ +
+ +
+

© Copyright 2023, Colin Sauze, Andrew Walker, Loïc Lannelongue, Thibault Lestang, Tony Greenberg, Lincoln Colling, Adam Ward, Abhishek Dasgupta, Carlos Martinez and Sadie Bartholomew.

+
+ + Built with Sphinx using a + theme + provided by Read the Docs. + + +
+
+
+
+
+ + + + \ No newline at end of file diff --git a/cli-reference.html b/cli-reference.html new file mode 100644 index 0000000..1721aee --- /dev/null +++ b/cli-reference.html @@ -0,0 +1,247 @@ + + + + + + + Command-line (CLI) reference — CATS 0.1.0 documentation + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ +
+
+
+ +
+
+
+
+ +
+

Command-line (CLI) reference

+

+

The Climate-Aware Task Scheduler (cats) command line program helps you run +your calculations in a way that minimises their impact on the climate by +delaying computation until a time when the ammount of CO2 produced to +generate the power you will use is predicted to be minimised.

+

By default, the command simply returns information about when the +calculation should be undertaken and compares the carbon intensity +(gCO2/kWh) of running the calculation now with the carbon intensity at that +time in the future. To undertake this calculation, cats needs to know the +predicted duration of the calculation (which you must supply, see -d) and +your location, either inferred from your IP address, or passed using -l. +If additional information about the power consumption of your computer is +available and passed to CATS via the –config option, the predicted CO2 +usage will be reported.

+

To make use of this information, you will need to couple cats with a task +scheduler of some kind. The command to schedule is specified with the -c +or –command parameter, and the scheduler can be selected using the +–scheduler option.

+
+
Example:

cats -d 1 –loc RG1 –scheduler=at –command=’ls’

+
+
+
+

+
usage: cats [-h] -d DURATION [-s {at}] [-a API] [-c COMMAND]
+            [--dateformat DATEFORMAT] [-l LOCATION] [--config CONFIG]
+            [--profile PROFILE] [--format {json}] [-f] [--cpu CPU] [--gpu GPU]
+            [--memory MEMORY]
+
+
+
+

Named Arguments

+
+
-d, --duration
+

[required] Expected duration of the job in minutes.

+
+
-s, --scheduler
+

Possible choices: at

+

Pass command using -c to scheduler. Currently, the only supported scheduler is at

+
+
-a, --api
+

API to use to obtain carbon intensity forecasts. Overrides config.yml. For now, only choice is carbonintensity.org.uk (hence UK only forecasts). Default: carbonintensity.org.uk.

+
+
-c, --command
+

Command to schedule, requires –scheduler to be set

+
+
--dateformat
+

Output date format in strftime(3) format or one of the supported schedulers (‘at’).

+
+
-l, --location
+

Location of the computing facility. For the UK, first half of a postcode (e.g. M15), for other APIs, see documentation for exact format. Overrides config.yml. Default: if absent, location based in IP address is used.

+
+
--config
+

Path to a configuration file. The file is required to obtain carbon footprint estimates. Default: config.yml in current directory.Template found at https://github.com/GreenScheduler/cats/blob/main/config.yml.

+
+
--profile
+

Hardware profile, specified in configuration file

+
+
--format
+

Possible choices: json

+

Format to output optimal start time and carbon emmissionestimate savings in. Currently only JSON is supported.

+
+
-f, --footprint
+

Default: False

+
+
--cpu
+

Number of cpus used by the job

+
+
--gpu
+

Number of cpus used by the job

+
+
--memory
+

Amount of memory used by the job, in GB

+
+
+
+

+

CATS can be used to report information on the best time to run a calculation +and the amount of CO2. Information about a 90 minute calculation in centeral +Oxford can be found by running:

+
+

cats -d 90 –loc OX1

+
+

The at scheduler is available from the command line on most Linux and +MacOS computers, and can be the easest way to use cats to minimise the +carbon intensity of calculations on smaller computers. For example, the +above calculation can be scheduled by running:

+
+

cats -d 90 –loc OX1 -s at -c ‘mycommand’

+
+

To report carbon footprint, pass the –config option to select a +configuration file and the –profile option to select a profile. An +example config file is given below:

+
+
+
profiles:
+
my_cpu_only_profile:
+
cpu:

model: “Xeon Gold 6142” +power: 9.4 # in W, per core +nunits: 2

+
+
+
+
my_gpu_profile:
+
gpu:

model: “NVIDIA A100-SXM-80GB GPUs” +power: 300 +nunits: 2

+
+
cpu:

model: “AMD EPYC 7763” +power: 4.4 +nunits: 1

+
+
+
+
+
+
+
+

The configuration file is documented in the Quickstart section of the online +documentation.

+
+

+
+ + +
+
+
+ +
+ +
+

© Copyright 2023, Colin Sauze, Andrew Walker, Loïc Lannelongue, Thibault Lestang, Tony Greenberg, Lincoln Colling, Adam Ward, Abhishek Dasgupta, Carlos Martinez and Sadie Bartholomew.

+
+ + Built with Sphinx using a + theme + provided by Read the Docs. + + +
+
+
+
+
+ + + + \ No newline at end of file diff --git a/contributing.html b/contributing.html new file mode 100644 index 0000000..19bcc6a --- /dev/null +++ b/contributing.html @@ -0,0 +1,123 @@ + + + + + + + Contributing — CATS 0.1.0 documentation + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ +
+
+
+ +
+
+
+
+ +
+

Contributing

+

We welcome contributions from the community!

+

If you find a bug or have an idea for a new feature, please open an +issue on our GitHub repository or submit a pull request.

+
+ + +
+
+
+ +
+ +
+

© Copyright 2023, Colin Sauze, Andrew Walker, Loïc Lannelongue, Thibault Lestang, Tony Greenberg, Lincoln Colling, Adam Ward, Abhishek Dasgupta, Carlos Martinez and Sadie Bartholomew.

+
+ + Built with Sphinx using a + theme + provided by Read the Docs. + + +
+
+
+
+
+ + + + \ No newline at end of file diff --git a/genindex.html b/genindex.html new file mode 100644 index 0000000..c937e70 --- /dev/null +++ b/genindex.html @@ -0,0 +1,309 @@ + + + + + + Index — CATS 0.1.0 documentation + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ +
+
+
+
    +
    • +
  • Index
    • +
  • +
    • +
+
+
+
+
+ + +

Index

+ +
+ A + | B + | C + | E + | G + | I + | M + | N + | P + | S + +
+

A

+ + +
+ +

B

+ + +
+ +

C

+ + + +
+ +

E

+ + +
+ +

G

+ + + +
+ +

I

+ + +
+ +

M

+ + +
+ +

N

+ + +
+ +

P

+ + + +
+ +

S

+ + + +
+ + + +
+
+
+ +
+ +
+

© Copyright 2023, Colin Sauze, Andrew Walker, Loïc Lannelongue, Thibault Lestang, Tony Greenberg, Lincoln Colling, Adam Ward, Abhishek Dasgupta, Carlos Martinez and Sadie Bartholomew.

+
+ + Built with Sphinx using a + theme + provided by Read the Docs. + + +
+
+
+
+
+ + + + \ No newline at end of file diff --git a/index.html b/index.html new file mode 100644 index 0000000..186735e --- /dev/null +++ b/index.html @@ -0,0 +1,162 @@ + + + + + + + Documentation for CATS: the Climate-Aware Task Scheduler — CATS 0.1.0 documentation + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ +
+
+
+
    +
    • +
  • Documentation for CATS: the Climate-Aware Task Scheduler
    • +
  • + View page source +
    • +
+
+
+
+
+ +
+

Documentation for CATS: the Climate-Aware Task Scheduler

+

CATS is a Climate-Aware Task Scheduler. It schedules +cluster jobs to minimize predicted carbon intensity of running the process.

+
+

Contents:

+ +
+
+
+

Indices and tables

+ +
+ + +
+
+
+ +
+ +
+

© Copyright 2023, Colin Sauze, Andrew Walker, Loïc Lannelongue, Thibault Lestang, Tony Greenberg, Lincoln Colling, Adam Ward, Abhishek Dasgupta, Carlos Martinez and Sadie Bartholomew.

+
+ + Built with Sphinx using a + theme + provided by Read the Docs. + + +
+
+
+
+
+ + + + \ No newline at end of file diff --git a/installation.html b/installation.html new file mode 100644 index 0000000..a937908 --- /dev/null +++ b/installation.html @@ -0,0 +1,129 @@ + + + + + + + Installation — CATS 0.1.0 documentation + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ +
+
+
+ +
+
+
+
+ +
+

Installation

+

Install CATS via pip as follows:

+
+
Command to install CATS with pip.
+
$ pip install git+https://github.com/GreenScheduler/cats
+
+
+
+
+ + +
+
+
+ +
+ +
+

© Copyright 2023, Colin Sauze, Andrew Walker, Loïc Lannelongue, Thibault Lestang, Tony Greenberg, Lincoln Colling, Adam Ward, Abhishek Dasgupta, Carlos Martinez and Sadie Bartholomew.

+
+ + Built with Sphinx using a + theme + provided by Read the Docs. + + +
+
+
+
+
+ + + + \ No newline at end of file diff --git a/introduction.html b/introduction.html new file mode 100644 index 0000000..ddf5fa1 --- /dev/null +++ b/introduction.html @@ -0,0 +1,168 @@ + + + + + + + Introduction — CATS 0.1.0 documentation + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ +
+
+
+ +
+
+
+
+ +
+

Introduction

+

CATS is a Climate-Aware Task Scheduler. It schedules +cluster jobs to minimize predicted carbon intensity of running the process.

+
+

Summary

+

The Climate-Aware Task Scheduler is a lightweight Python package designed +to schedule tasks based on the estimated carbon intensity of the +electricity grid at any given moment.

+

This tool uses real-time +carbon intensity data from the National Grid ESO +via their API to +estimate the carbon intensity of the electricity grid, and schedules +tasks at times when the estimated carbon intensity is lowest. This +helps to reduce the carbon emissions associated with running +computationally intensive tasks, making it an ideal solution for +environmentally-conscious developers.

+
+
+

Scope

+

Currently CATS only works in the UK. If you are aware of APIs for +realtime grid carbon intensity data in other countries, please +open an issue to let us know.

+
+
+

Background

+

It was created as part of the +Software Sustainability Institute’s +Collaborations Workshop 2023 +Hack Day.

+
+
+

Features

+
    +

  • Estimates the carbon intensity of the electricity grid in real-time

    • +

  • Schedules tasks based on the estimated carbon intensity, minimizing +carbon emissions

    • +

  • Provides a simple and intuitive API for developers

    • +

  • Lightweight and easy to integrate into existing workflows

    • +

  • Supports Python 3.9+

    • +
+
+
+ + +
+
+
+ +
+ +
+

© Copyright 2023, Colin Sauze, Andrew Walker, Loïc Lannelongue, Thibault Lestang, Tony Greenberg, Lincoln Colling, Adam Ward, Abhishek Dasgupta, Carlos Martinez and Sadie Bartholomew.

+
+ + Built with Sphinx using a + theme + provided by Read the Docs. + + +
+
+
+
+
+ + + + \ No newline at end of file diff --git a/objects.inv b/objects.inv new file mode 100644 index 0000000..54652e9 Binary files /dev/null and b/objects.inv differ diff --git a/py-modindex.html b/py-modindex.html new file mode 100644 index 0000000..140b958 --- /dev/null +++ b/py-modindex.html @@ -0,0 +1,173 @@ + + + + + + Python Module Index — CATS 0.1.0 documentation + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ +
+
+
+
    +
    • +
  • Python Module Index
    • +
  • +
    • +
+
+
+
+
+ + +

Python Module Index

+ +
+ c +
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
 
+ c
+ cats +
    + cats.__init__ +
    + cats.__main__ +
    + cats.carbonFootprint +
    + cats.CI_api_interface +
    + cats.CI_api_query +
    + cats.configure +
    + cats.forecast +
    + cats.optimise_starttime +
+ + +
+
+
+ +
+ +
+

© Copyright 2023, Colin Sauze, Andrew Walker, Loïc Lannelongue, Thibault Lestang, Tony Greenberg, Lincoln Colling, Adam Ward, Abhishek Dasgupta, Carlos Martinez and Sadie Bartholomew.

+
+ + Built with Sphinx using a + theme + provided by Read the Docs. + + +
+
+
+
+
+ + + + \ No newline at end of file diff --git a/quickstart.html b/quickstart.html new file mode 100644 index 0000000..d608ea4 --- /dev/null +++ b/quickstart.html @@ -0,0 +1,229 @@ + + + + + + + Quickstart — CATS 0.1.0 documentation + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ +
+
+
+ +
+
+
+
+ +
+

Quickstart

+
+

Basic usage

+

You can run CATS with:

+
+
A basic command to run CATS when a job duration and postcode +are provided.
+
$ cats --duration 480 --location "EH8"
+
+
+
+

The --postcode option is optional, and can be pulled from a +configuration file (see Using a configuration file), or inferred using +the server’s IP address.

+

The --duration option indicates the expected job duration in +minutes.

+

The scheduler then calls a function that estimates the best time to start +the job given predicted carbon intensity over the next 48 hours. The +workflow is the same as for other popular schedulers. Switching to CATS +should be transparent to cluster users.

+

It will display the time to start the job on standard out and optionally +some information about the carbon intensity on standard error.

+
+
+

Using a configuration file

+

Information about location can be provided by a configuration file +instead of a command line arguments to the cats command.

+
location: "EH8"
+
+
+

Use the --config option to specify a path to the configuration +file, relative to the current directory.

+

In case of a missing location command line argument, cats looks +for a file named config.yaml in the current directory.

+
#  Override duration value at the command line
+cats --config /path/to/config.yaml --location "OX1"
+
+
+
#  location information is assumed to be provided in
+#  ./config.yaml.  If not, 'cats' errors out.
+cats --duration 480
+
+
+
+
+

Displaying carbon footprint estimates

+

CATS is able to provide an estimate for the carbon footprint reduction +resulting from delaying your job. To enable the footprint estimation, +you must provide the --footprint option, the memory consumption in GB +and a hardware profile:

+
cats --duration 480 --location "EH8" --footprint --memory 8 --profile <my_profile>
+
+
+

The --profile option specifies information power consumption and +quantity of hardware the job using. This information is provided by +adding a section profiles to the cats YAML configuration +file.

+

You can define an arbitraty number of profiles as subsection of the +top-level profiles section:

+
+
An example provision of machine information by YAML file +to enable estimation of the carbon footprint reduction.
+
profiles:
+  my_cpu_only_profile:
+    cpu:
+      model: "Xeon Gold 6142"
+      power: 9.4 # in W, per core
+      nunits: 2
+  my_gpu_profile:
+    gpu:
+      model: "NVIDIA A100-SXM-80GB GPUs"
+      power: 300
+      nunits: 2
+    cpu:
+      model: "AMD EPYC 7763"
+      power: 4.4
+      nunits: 1
+
+
+
+

The name of the profile section is arbitrary, but each profile section +must contain one cpu section, or one gpu section, or both. +Each hardware type (cpu or gpu) section must contain the +power (in Watts, for one unit) and nunits sections. The model section is optional, +meant for documentation.

+

When running cats, you can specify which profile to use for carbon +footprint estimation with the --profile option:

+
cats --duration 480 --location "EH8" --footprint --memory 6.7 --profile my_gpu_profile
+
+
+

The default number of units specified for a profile can be overidden +at the command line:

+
cats --duration 480 --location "EH8" --footprint --memory 16 \
+     --profile my_gpu_profile --gpu 4 --cpu 1
+
+
+
+

Warning

+

The --profile option is optional. Is not provided, cats uses the +first profile defined in the configuration file as the default +profile.

+
+
+
+ + +
+
+
+ +
+ +
+

© Copyright 2023, Colin Sauze, Andrew Walker, Loïc Lannelongue, Thibault Lestang, Tony Greenberg, Lincoln Colling, Adam Ward, Abhishek Dasgupta, Carlos Martinez and Sadie Bartholomew.

+
+ + Built with Sphinx using a + theme + provided by Read the Docs. + + +
+
+
+
+
+ + + + \ No newline at end of file diff --git a/search.html b/search.html new file mode 100644 index 0000000..1b82986 --- /dev/null +++ b/search.html @@ -0,0 +1,133 @@ + + + + + + Search — CATS 0.1.0 documentation + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+ +
+
+
+
    +
    • +
  • Search
    • +
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+
+
+
+
+ + + + +
+ +
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+ +
+

© Copyright 2023, Colin Sauze, Andrew Walker, Loïc Lannelongue, Thibault Lestang, Tony Greenberg, Lincoln Colling, Adam Ward, Abhishek Dasgupta, Carlos Martinez and Sadie Bartholomew.

+
+ + Built with Sphinx using a + theme + provided by Read the Docs. + + +
+
+
+
+
+ + + + + + + + + \ No newline at end of file diff --git a/searchindex.js b/searchindex.js new file mode 100644 index 0000000..1f10a42 --- /dev/null +++ b/searchindex.js @@ -0,0 +1 @@ +Search.setIndex({"alltitles": {"API Reference": [[0, "api-reference"]], "Background": [[5, "background"]], "Basic usage": [[6, "basic-usage"]], "Command-line (CLI) reference": [[1, "command-line-cli-reference"]], "Contents:": [[3, null]], "Contributing": [[2, "id1"]], "Demonstration": [[7, "demonstration"]], "Displaying carbon footprint estimates": [[6, "displaying-carbon-footprint-estimates"]], "Documentation for CATS: the Climate-Aware Task Scheduler": [[3, "documentation-for-cats-the-climate-aware-task-scheduler"]], "Features": [[5, "features"]], "Indices and tables": [[3, "indices-and-tables"]], "Installation": [[4, "installation"]], "Introduction": [[5, "id1"]], "Modules": [[0, "modules"]], "Named Arguments": [[1, "named-arguments"]], "Quickstart": [[6, "quickstart"]], "Scope": [[5, "scope"]], 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"tabl": 3, "task": 3, "us": [6, 7], "usag": 6}}) \ No newline at end of file diff --git a/use-with-schedulers.html b/use-with-schedulers.html new file mode 100644 index 0000000..7c2c529 --- /dev/null +++ b/use-with-schedulers.html @@ -0,0 +1,144 @@ + + + + + + + Use with Schedulers — CATS 0.1.0 documentation + + + + + + + + + + + + + + + + + + + + + + + +
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+ +
+

Use with Schedulers

+
+

Using CATS with the at scheduler

+

You can use CATS with the at job scheduler by running:

+
$ cats -d <job_duration> --loc <postcode> --scheduler at --command '<command>'
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+
+

As an example, if you want to schedule a run of ls with a 5 minute +duration, in the ‘OX1’ postcode that would look like:

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$ cats -d 5 --loc OX1 --scheduler at --command 'ls'
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+
+
+

Demonstration

+A video demonstration of CATS being used standalone and with ``at``. +
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+ +
+

© Copyright 2023, Colin Sauze, Andrew Walker, Loïc Lannelongue, Thibault Lestang, Tony Greenberg, Lincoln Colling, Adam Ward, Abhishek Dasgupta, Carlos Martinez and Sadie Bartholomew.

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+ + Built with Sphinx using a + theme + provided by Read the Docs. + + +
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