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class="flex-1"> <button aria-label="Toggle navigation" aria-expanded="false" type="button" data-view-component="true" class="js-details-target js-nav-padding-recalculate js-header-menu-toggle Button--link Button--medium Button d-lg-none color-fg-inherit p-1"> <span class="Button-content"> <span class="Button-label"><div class="HeaderMenu-toggle-bar rounded my-1"></div> <div class="HeaderMenu-toggle-bar rounded my-1"></div> <div class="HeaderMenu-toggle-bar rounded my-1"></div></span> </span> </button> </div> <a class="mr-lg-3 color-fg-inherit flex-order-2 js-prevent-focus-on-mobile-nav" href="/" aria-label="Homepage" data-analytics-event="{"category":"Marketing nav","action":"click to go to homepage","label":"ref_page:Marketing;ref_cta:Logomark;ref_loc:Header"}"> <svg height="32" aria-hidden="true" viewBox="0 0 24 24" version="1.1" width="32" data-view-component="true" class="octicon octicon-mark-github"> <path d="M12 1C5.9225 1 1 5.9225 1 12C1 16.8675 4.14875 20.9787 8.52125 22.4362C9.07125 22.5325 9.2775 22.2025 9.2775 21.9137C9.2775 21.6525 9.26375 20.7862 9.26375 19.865C6.5 20.3737 5.785 19.1912 5.565 18.5725C5.44125 18.2562 4.905 17.28 4.4375 17.0187C4.0525 16.8125 3.5025 16.3037 4.42375 16.29C5.29 16.2762 5.90875 17.0875 6.115 17.4175C7.105 19.0812 8.68625 18.6137 9.31875 18.325C9.415 17.61 9.70375 17.1287 10.02 16.8537C7.5725 16.5787 5.015 15.63 5.015 11.4225C5.015 10.2262 5.44125 9.23625 6.1425 8.46625C6.0325 8.19125 5.6475 7.06375 6.2525 5.55125C6.2525 5.55125 7.17375 5.2625 9.2775 6.67875C10.1575 6.43125 11.0925 6.3075 12.0275 6.3075C12.9625 6.3075 13.8975 6.43125 14.7775 6.67875C16.8813 5.24875 17.8025 5.55125 17.8025 5.55125C18.4075 7.06375 18.0225 8.19125 17.9125 8.46625C18.6138 9.23625 19.04 10.2125 19.04 11.4225C19.04 15.6437 16.4688 16.5787 14.0213 16.8537C14.42 17.1975 14.7638 17.8575 14.7638 18.8887C14.7638 20.36 14.75 21.5425 14.75 21.9137C14.75 22.2025 14.9563 22.5462 15.5063 22.4362C19.8513 20.9787 23 16.8537 23 12C23 5.9225 18.0775 1 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flex-self-start flex-lg-row flex-auto rounded rounded-lg-0"> <nav class="HeaderMenu-nav" aria-label="Global"> <ul class="d-lg-flex list-style-none"> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Product <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative 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0 0 1-.052-1.086c0-1.331.282-2.499 1.132-3.368.397-.406.89-.717 1.474-.952 1.399-1.136 3.392-2.093 6.122-2.093 2.731 0 4.767.957 6.166 2.093.584.235 1.077.546 1.474.952.85.869 1.132 2.037 1.132 3.368 0 .368-.014.733-.052 1.086.23.462.477 1.088.644 1.517 1.258.364 2.233 1.721 2.605 2.656a.832.832 0 0 1 .053.22v2.869a.641.641 0 0 1-.078.256ZM12.172 11h-.344a4.323 4.323 0 0 1-.355.508C10.703 12.455 9.555 13 7.965 13c-1.725 0-2.989-.359-3.782-1.259a2.005 2.005 0 0 1-.085-.104L4 11.741v6.585c1.435.779 4.514 2.179 8 2.179 3.486 0 6.565-1.4 8-2.179v-6.585l-.098-.104s-.033.045-.085.104c-.793.9-2.057 1.259-3.782 1.259-1.59 0-2.738-.545-3.508-1.492a4.323 4.323 0 0 1-.355-.508h-.016.016Zm.641-2.935c.136 1.057.403 1.913.878 2.497.442.544 1.134.938 2.344.938 1.573 0 2.292-.337 2.657-.751.384-.435.558-1.15.558-2.361 0-1.14-.243-1.847-.705-2.319-.477-.488-1.319-.862-2.824-1.025-1.487-.161-2.192.138-2.533.529-.269.307-.437.808-.438 1.578v.021c0 .265.021.562.063.893Zm-1.626 0c.042-.331.063-.628.063-.894v-.02c-.001-.77-.169-1.271-.438-1.578-.341-.391-1.046-.69-2.533-.529-1.505.163-2.347.537-2.824 1.025-.462.472-.705 1.179-.705 2.319 0 1.211.175 1.926.558 2.361.365.414 1.084.751 2.657.751 1.21 0 1.902-.394 2.344-.938.475-.584.742-1.44.878-2.497Z"></path><path d="M14.5 14.25a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Zm-5 0a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Z"></path> </svg> <div> <div class="color-fg-default h4">GitHub Copilot</div> Write better code with AI </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"github_advanced_security","context":"product","tag":"link","label":"github_advanced_security_link_product_navbar"}" href="https://github.com/security/advanced-security"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" 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0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"github_skills","context":"product","tag":"link","label":"github_skills_link_product_navbar"}" href="https://skills.github.com"> GitHub Skills <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 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</div> </modal-dialog></div> </div> <div data-action="click:qbsearch-input#retract" class="dark-backdrop position-fixed" hidden data-target="qbsearch-input.darkBackdrop"></div> <div class="color-fg-default"> <dialog-helper> <dialog data-target="qbsearch-input.feedbackDialog" data-action="close:qbsearch-input#handleDialogClose cancel:qbsearch-input#handleDialogClose" id="feedback-dialog" aria-modal="true" aria-labelledby="feedback-dialog-title" aria-describedby="feedback-dialog-description" data-view-component="true" class="Overlay Overlay-whenNarrow Overlay--size-medium Overlay--motion-scaleFade Overlay--disableScroll"> <div data-view-component="true" class="Overlay-header"> <div class="Overlay-headerContentWrap"> <div class="Overlay-titleWrap"> <h1 class="Overlay-title " id="feedback-dialog-title"> Provide feedback </h1> </div> <div class="Overlay-actionWrap"> <button data-close-dialog-id="feedback-dialog" aria-label="Close" type="button" data-view-component="true" class="close-button 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seriously.</p> <textarea name="feedback" class="form-control width-full mb-2" style="height: 120px" id="feedback"></textarea> <input name="include_email" id="include_email" aria-label="Include my email address so I can be contacted" class="form-control mr-2" type="checkbox"> <label for="include_email" style="font-weight: normal">Include my email address so I can be contacted</label> </form></div> </scrollable-region> <div data-view-component="true" class="Overlay-footer Overlay-footer--alignEnd"> <button data-close-dialog-id="feedback-dialog" type="button" data-view-component="true" class="btn"> Cancel </button> <button form="code-search-feedback-form" data-action="click:qbsearch-input#submitFeedback" type="submit" data-view-component="true" class="btn-primary btn"> Submit feedback </button> </div> </dialog></dialog-helper> <custom-scopes data-target="qbsearch-input.customScopesManager"> <dialog-helper> <dialog data-target="custom-scopes.customScopesModalDialog" data-action="close:qbsearch-input#handleDialogClose cancel:qbsearch-input#handleDialogClose" id="custom-scopes-dialog" aria-modal="true" aria-labelledby="custom-scopes-dialog-title" aria-describedby="custom-scopes-dialog-description" data-view-component="true" class="Overlay Overlay-whenNarrow Overlay--size-medium Overlay--motion-scaleFade Overlay--disableScroll"> <div data-view-component="true" class="Overlay-header Overlay-header--divided"> <div class="Overlay-headerContentWrap"> <div class="Overlay-titleWrap"> <h1 class="Overlay-title " id="custom-scopes-dialog-title"> Saved searches </h1> <h2 id="custom-scopes-dialog-description" class="Overlay-description">Use saved searches to filter your results more quickly</h2> </div> <div class="Overlay-actionWrap"> <button data-close-dialog-id="custom-scopes-dialog" aria-label="Close" type="button" data-view-component="true" class="close-button Overlay-closeButton"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x"> <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg></button> </div> </div> </div> <scrollable-region data-labelled-by="custom-scopes-dialog-title"> <div data-view-component="true" class="Overlay-body"> <div data-target="custom-scopes.customScopesModalDialogFlash"></div> <div hidden class="create-custom-scope-form" data-target="custom-scopes.createCustomScopeForm"> <!-- '"` --><!-- </textarea></xmp> --></option></form><form id="custom-scopes-dialog-form" data-turbo="false" action="/search/custom_scopes" accept-charset="UTF-8" method="post"><input type="hidden" data-csrf="true" name="authenticity_token" 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dir=\"auto\"\u003eWelcome to GrimoireELK \u003ca href=\"https://github.com/chaoss/grimoirelab-elk/actions?query=workflow:tests+branch:main+event:push\"\u003e\u003cimg src=\"https://github.com/chaoss/grimoirelab-elk/workflows/tests/badge.svg\" alt=\"Build Status\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e \u003ca href=\"https://coveralls.io/github/chaoss/grimoirelab-elk?branch=main\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/cb7a62dc8d80aabd90bb6459dd25030022b04577844c292f7f657250a99acb42/68747470733a2f2f636f766572616c6c732e696f2f7265706f732f6769746875622f6368616f73732f6772696d6f6972656c61622d656c6b2f62616467652e7376673f6272616e63683d6d61696e\" alt=\"Coverage Status\" data-canonical-src=\"https://coveralls.io/repos/github/chaoss/grimoirelab-elk/badge.svg?branch=main\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e \u003ca href=\"https://badge.fury.io/py/grimoire-elk\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/a4080b0b7a4c0da1a5477f3d775c3b8fb3eb4a180402be3b102125e9a4ce2f5f/68747470733a2f2f62616467652e667572792e696f2f70792f6772696d6f6972652d656c6b2e737667\" alt=\"PyPI version\" data-canonical-src=\"https://badge.fury.io/py/grimoire-elk.svg\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/h1\u003e\u003ca id=\"user-content-welcome-to-grimoireelk---\" class=\"anchor\" aria-label=\"Permalink: Welcome to GrimoireELK \" href=\"#welcome-to-grimoireelk---\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eGrimoireELK is the component of \u003ca href=\"https://github.com/chaoss/grimoirelab\"\u003eGrimoireLab\u003c/a\u003e that interacts with the ElasticSearch database. Its goal is two-fold, first it aims at offering a convenient\nway to store the data coming from Perceval, second it processes and enriches the data in a format that can be consumed by Kibiter.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThe \u003ca href=\"https://github.com/chaoss/grimoirelab-perceval\"\u003ePerceval\u003c/a\u003e data is stored in ElasticSearch indexes as raw documents (one per item extracted by Perceval). Those raw documents, which will be referred to as \"raw data\" in\nthis documentation, include all information coming from the original data source which grants the platform to perform multiple analysis without the need of downloading the\nsame data over and over again. Once raw data is retrieved, a new phase starts where data is enriched according to the data source from where it was collected and stored\nin ElasticSearch indexes. The enrichment removes information not needed by Kibiter and includes additional information which is not directly available within the raw data.\nFor instance, pair programming information for Git data, time to solve (i.e., close or merge) issues and pull requests for GitHub data, and identities and organization\ninformation coming from \u003ca href=\"https://github.com/chaoss/grimoirelab-sortinghat\"\u003eSortingHat\u003c/a\u003e . The enriched data is stored as JSON documents, which embed information linked to\nthe corresponding raw documents to ease debugging and guarantee traceability.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eRaw data\u003c/h2\u003e\u003ca id=\"user-content-raw-data\" class=\"anchor\" aria-label=\"Permalink: Raw data\" href=\"#raw-data\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eEach raw document stored in an ElasticSearch index contains a set of common first level fields, regardless of the data source:\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003cstrong\u003ebackend\u003c/strong\u003e (string): Name of the Perceval backend used to retrieve the information.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003ebackend_version\u003c/strong\u003e (string): Version of the abovementioned backend.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eperceval_version\u003c/strong\u003e (string): Perceval version.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003etimestamp\u003c/strong\u003e (long): When the item was retrieved by Perceval (in epoch format).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eorigin\u003c/strong\u003e (string): Where the item was retrieved from.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003euuid\u003c/strong\u003e (string): Item unique identifier.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eupdated_on\u003c/strong\u003e (long): When the item was updated in the original source (in epoch format).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eclassified_fields_filtered\u003c/strong\u003e (list): List of data field names (strings) which contained classified information and that were removed from the original item. Depends on activating ‘--filter-classified’ flag in Perceval.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003ecategory\u003c/strong\u003e (string): Type of the items to fetch (commit, pull request, etc.) depending on the data source.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003etag\u003c/strong\u003e (string): Custom label that can be set in Perceval for each retrieval.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003edata\u003c/strong\u003e (object): This field contains a copy in JSON format of the original data as it is retrieved from the data source. Next sections will describe where GrimoireLab get this information from.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eEnriched data\u003c/h2\u003e\u003ca id=\"user-content-enriched-data\" class=\"anchor\" aria-label=\"Permalink: Enriched data\" href=\"#enriched-data\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eEach enriched index includes one or more types of documents, which are summarized below.\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003cstrong\u003eAskbot\u003c/strong\u003e: each document can be either a question, an answer or answer's comments.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eBugzilla\u003c/strong\u003e: each document corresponds to a single issue (fetched using CGI calls).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eBugzillarest\u003c/strong\u003e: each document corresponds to a single issue (fetched using Bugzilla REST API).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eCocom\u003c/strong\u003e: each document corresponds to single file in a commit, with code complexity information.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eColic\u003c/strong\u003e: each document corresponds to single file in a commit, with license information.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eConfluence\u003c/strong\u003e: each document can be either a new page, a page edit, a comment or an attachment.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eCrates\u003c/strong\u003e: each document corresponds to an event.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eDiscourse\u003c/strong\u003e: each document can be either a question or an answer.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eDockerhub\u003c/strong\u003e: each document corresponds to an image.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eFinosmeetings\u003c/strong\u003e: each document corresponds to details about a meeting.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eFunctest\u003c/strong\u003e: each document corresponds to details about a test.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGerrit\u003c/strong\u003e: each document can be either a changeset, a comment, a patchset or a patchset approval.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGit\u003c/strong\u003e: each document corresponds to a single commit.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGit Areas of Code\u003c/strong\u003e: each document corresponds to one single file.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGitHub issues\u003c/strong\u003e: each document corresponds to an issue.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGitHub pull requests\u003c/strong\u003e: each document corresponds to a pull request.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGitHub repo statistics\u003c/strong\u003e: each document includes repo statistics (e.g., forks, watchers).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGitLab issues\u003c/strong\u003e: each document corresponds to an issue.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGitLab merge requests\u003c/strong\u003e: each document corresponds to a merge request.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGitter\u003c/strong\u003e: each document corresponds to a message.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGooglehits\u003c/strong\u003e: each document contains hits information derived from Google.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eGroupsio\u003c/strong\u003e: each document corresponds to a message.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eHyperkitty\u003c/strong\u003e: each document corresponds to a message.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eJenkins\u003c/strong\u003e: each document corresponds to a single built.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eJira\u003c/strong\u003e: each document corresponds to an issue or a comment. To simplify counting user activities, issues are duplicated and they can include assignee, reporter and creator data respectively.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eKitsune\u003c/strong\u003e: each document can be either a question or an answer.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eLaunchpad\u003c/strong\u003e: each document corresponds to a bug.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eMattermost\u003c/strong\u003e: each document corresponds to a message.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eMbox\u003c/strong\u003e: each document corresponds to a message.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eMediawiki\u003c/strong\u003e: each document corresponds to a review.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eMeetup\u003c/strong\u003e: each document can be either an event, a rsvp or a comment.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eMozillaclub\u003c/strong\u003e: each document includes event information.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eNttp\u003c/strong\u003e: each document corresponds to a message.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eOnion Study/Community Structure\u003c/strong\u003e: each document corresponds to an author in a specific quarter, split by organization and project. That means we have an entry for the author’s overall contributions in a given quarter, one entry for the author in each one of the projects he contributed to in that quarter and the same for the author in each of the organizations he is affiliated to in that quarter. This way we store results of onion analysis computed overall, by project and by organization\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003ePagure\u003c/strong\u003e: each document corresponds to an issue.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003ePhabricator\u003c/strong\u003e: each document corresponds to a task.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003ePipermail\u003c/strong\u003e: each document corresponds to a message.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003ePuppetforge\u003c/strong\u003e: each document corresponds to a module.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eRocketchat\u003c/strong\u003e: each document corresponds to a message.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eRedmine\u003c/strong\u003e: each document corresponds to an issue.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eRemo activities\u003c/strong\u003e: each document corresponds to an activity.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eRemo events\u003c/strong\u003e: each document corresponds to an event.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eRemo users\u003c/strong\u003e: each document corresponds to a user.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eRss\u003c/strong\u003e: each document corresponds to an entry.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eSlack\u003c/strong\u003e: each document corresponds to a message.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eStackexchange\u003c/strong\u003e: each document can be either a question or answer.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eSupybot\u003c/strong\u003e: each document corresponds to a message.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eTelegram\u003c/strong\u003e: each document corresponds to a message.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eTwitter\u003c/strong\u003e: each document corresponds to a tweet.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eFields\u003c/h3\u003e\u003ca id=\"user-content-fields\" class=\"anchor\" aria-label=\"Permalink: Fields\" href=\"#fields\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eEach enriched document contains a set of fields, they can be (i) common to all data sources (e.g., metadata fields, time field), (ii) specific to the data source, (iii) related to contributor’s\nprofile information (i.e., identity fields) or (iv) to the project listed in the Mordred projects.json (i.e., project fields).\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eMetadata fields\u003c/h4\u003e\u003ca id=\"user-content-metadata-fields\" class=\"anchor\" aria-label=\"Permalink: Metadata fields\" href=\"#metadata-fields\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003cstrong\u003emetadata__timestamp\u003c/strong\u003e (date): Date when the item was retrieved from the original data source and stored in the index with raw documents.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003emetadata__updated_on\u003c/strong\u003e (date): Date when the item was updated in its original data source.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003emetadata__enriched_on\u003c/strong\u003e (date): Date when the item was enriched and stored in the index with enriched documents.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003emetadata__gelk_backend_name\u003c/strong\u003e (string): Name of the backend used to enrich information.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003emetadata__gelk_version\u003c/strong\u003e (string): Version of the backend used to enrich information.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eorigin\u003c/strong\u003e (string): Original URL where the repository was retrieved from.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eIdentity fields\u003c/h4\u003e\u003ca id=\"user-content-identity-fields\" class=\"anchor\" aria-label=\"Permalink: Identity fields\" href=\"#identity-fields\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003cstrong\u003eauthor_uuid\u003c/strong\u003e (string): Author profile unique identifier. Used for counting authors and cross-referencing data among data sources in ElasticSearch and between ElasticSearch, SortingHat and Hatstall.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eauthor_org_name\u003c/strong\u003e (string): Organization name to which the author is affiliated to. Same author could have different affiliations based on non-overlapping time periods. Used for aggregating contributors and contributions by organization.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eauthor_name\u003c/strong\u003e (string): Similar to author_uuid, but less useful for unique counts as different profiles could share the same name. Nevertheless is more appropriate to show this field when aggregating data by author as it is usually nicer to see a name than a hash value.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eauthor_bot\u003c/strong\u003e (boolean): True if the given author is identified as a bot.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eauthor_domain\u003c/strong\u003e (string): Domain associated to the author in SortingHat profile.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eauthor_id\u003c/strong\u003e (string): Author identifier. This id comes from SortingHat and identifies each different identity provided by SortingHat. These identifiers are grouped in a single author_uuid, so this fields is not commonly used unless data needs to be debugged.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eProject fields\u003c/h4\u003e\u003ca id=\"user-content-project-fields\" class=\"anchor\" aria-label=\"Permalink: Project fields\" href=\"#project-fields\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003cstrong\u003eproject\u003c/strong\u003e (string): Project name as defined in the JSON file where repositories are grouped by project.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eproject_1\u003c/strong\u003e (string): Project (if more than one level is allowed in project hierarchy).\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eTime field:\u003c/h4\u003e\u003ca id=\"user-content-time-field\" class=\"anchor\" aria-label=\"Permalink: Time field:\" href=\"#time-field\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003cstrong\u003egrimoire_creation_date\u003c/strong\u003e (date): Date when the item was created upstream. Used by default to represent data in time series on the dashboards.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eDemography fields:\u003c/h4\u003e\u003ca id=\"user-content-demography-fields\" class=\"anchor\" aria-label=\"Permalink: Demography fields:\" href=\"#demography-fields\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003cstrong\u003eauthor_max_date\u003c/strong\u003e (date): Date of most recent commit made by this author.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eauthor_min_date\u003c/strong\u003e (date): Date of the first commit made by this author.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eExtra fields:\u003c/h4\u003e\u003ca id=\"user-content-extra-fields\" class=\"anchor\" aria-label=\"Permalink: Extra fields:\" href=\"#extra-fields\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003cstrong\u003eextra_\u003c/strong\u003e (anything): Extra fields added using the \u003ccode\u003eenrich_extra_data\u003c/code\u003e study.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eData source specific fields\u003c/h4\u003e\u003ca id=\"user-content-data-source-specific-fields\" class=\"anchor\" aria-label=\"Permalink: Data source specific fields\" href=\"#data-source-specific-fields\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eDetails of the fields of each data source is available in the \u003ca href=\"https://github.com/chaoss/grimoirelab-elk/tree/main/schema\"\u003eSchema\u003c/a\u003e folder.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eInstallation\u003c/h2\u003e\u003ca id=\"user-content-installation\" class=\"anchor\" aria-label=\"Permalink: Installation\" href=\"#installation\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThere are several ways to install GrimoireELK on your system: packages or source\ncode using Poetry or pip.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003ePyPI\u003c/h3\u003e\u003ca id=\"user-content-pypi\" class=\"anchor\" aria-label=\"Permalink: PyPI\" href=\"#pypi\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eGrimoireELK can be installed using pip, a tool for installing Python packages.\nTo do it, run the next command:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"$ pip install grimoire-elk\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003e$ pip install grimoire-elk\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eSource code\u003c/h3\u003e\u003ca id=\"user-content-source-code\" class=\"anchor\" aria-label=\"Permalink: Source code\" href=\"#source-code\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eTo install from the source code you will need to clone the repository first:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"$ git clone https://github.com/chaoss/grimoirelab-elk\n$ cd grimoirelab-elk\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003e$ git clone https://github.com/chaoss/grimoirelab-elk\n$ cd grimoirelab-elk\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThen use pip or Poetry to install the package along with its dependencies.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003ePip\u003c/h4\u003e\u003ca id=\"user-content-pip\" class=\"anchor\" aria-label=\"Permalink: Pip\" href=\"#pip\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eTo install the package from local directory run the following command:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"$ pip install .\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003e$ pip install .\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eIn case you are a developer, you should install GrimoireELK in editable mode:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"$ pip install -e .\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003e$ pip install -e .\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003ePoetry\u003c/h4\u003e\u003ca id=\"user-content-poetry\" class=\"anchor\" aria-label=\"Permalink: Poetry\" href=\"#poetry\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eWe use \u003ca href=\"https://python-poetry.org/\" rel=\"nofollow\"\u003epoetry\u003c/a\u003e for dependency management and\npackaging. You can install it following its \u003ca href=\"https://python-poetry.org/docs/#installation\" rel=\"nofollow\"\u003edocumentation\u003c/a\u003e.\nOnce you have installed it, you can install GrimoireELK and the dependencies in\na project isolated environment using:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"$ poetry install\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003e$ poetry install\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eTo spaw a new shell within the virtual environment use:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"$ poetry shell\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003e$ poetry shell\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eRunning tests\u003c/h2\u003e\u003ca id=\"user-content-running-tests\" class=\"anchor\" aria-label=\"Permalink: Running tests\" href=\"#running-tests\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eTests are located in the folder \u003ca href=\"https://github.com/chaoss/grimoirelab-elk/tree/main/tests\"\u003etests\u003c/a\u003e.\nIn order to run them, you need to have in your machine instances (or Docker containers) of ElasticSearch and MySQL\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThen you need to:\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003eupdate the file \u003ca href=\"https://github.com/chaoss/grimoirelab-elk/blob/main/tests/tests.conf\"\u003etests.conf\u003c/a\u003e file:\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003ein case your ElasticSearch instance isn't available at \u003ccode\u003ehttp://localhost:9200\u003c/code\u003e. For example, if you are using the secure edition of elasticsearch, it will be located at \u003ccode\u003ehttps://admin:admin@localhost:9200\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003ein case you are using non-default credentials for your SortingHat database, you will need to include the \u003ccode\u003e[Database]\u003c/code\u003e section of the file with both \u003ccode\u003euser\u003c/code\u003e and \u003ccode\u003epassword\u003c/code\u003e parameters\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003ecreate the databases \u003ccode\u003etest_sh\u003c/code\u003e and \u003ccode\u003etest_projects\u003c/code\u003e in your MySQL instance (e.g., \u003ccode\u003emysql -u root -e \"create database test_sh\"\u003c/code\u003e, if you are running mysql in a container use \u003ccode\u003edocker exec -i \u0026lt;container id\u0026gt; mysql -u root -e \"create database test_sh\"\u003c/code\u003e)\u003c/li\u003e\n\u003cli\u003epopulate the database \u003ccode\u003etest_projects\u003c/code\u003e with the SQL file \u003ca href=\"https://github.com/chaoss/grimoirelab-elk/blob/main/tests/test_projects.sql\"\u003etest_projects.sql\u003c/a\u003e (e.g., \u003ccode\u003emysql -u root test_projects \u0026lt; tests/test_projects.sql\u003c/code\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp dir=\"auto\"\u003eThe full battery of tests can be executed with \u003ca href=\"https://github.com/chaoss/grimoirelab-elk/blob/main/tests/run_tests.py\"\u003erun_tests.py\u003c/a\u003e. However, it is also possible to execute\na sub-set of tests by running the single test files (\u003ccode\u003etest_*\u003c/code\u003e files in the \u003ca href=\"https://github.com/chaoss/grimoirelab-elk/tree/main/tests\"\u003etests folder\u003c/a\u003e)\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThe tests can be run in combination with the Python package \u003ccode\u003ecoverage\u003c/code\u003e. The steps below show how to do it:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"$ pip3 install coveralls\n$ cd \u0026lt;path-to-ELK\u0026gt;/tests\n$ python3 -m coverage run run_tests.py --source=grimoire_elk \"\u003e\u003cpre lang=\"buildoutcfg\" class=\"notranslate\"\u003e\u003ccode\u003e$ pip3 install coveralls\n$ cd \u0026lt;path-to-ELK\u0026gt;/tests\n$ python3 -m coverage run run_tests.py --source=grimoire_elk \n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://user-images.githubusercontent.com/25265451/75114992-d9e9c400-5680-11ea-8b8e-9c50569367a4.png\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/25265451/75114992-d9e9c400-5680-11ea-8b8e-9c50569367a4.png\" alt=\"pycharm-config-run_tests\" title=\"pycharm-config-run_tests\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eCoverage will generate a file \u003ccode\u003e.coverage\u003c/code\u003e in the tests folder, which can be inspected with the following command:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"cd \u0026lt;path-to-ELK\u0026gt;/tests\npython3 -m coverage report -m\"\u003e\u003cpre lang=\"buildoutcfg\" class=\"notranslate\"\u003e\u003ccode\u003ecd \u0026lt;path-to-ELK\u0026gt;/tests\npython3 -m coverage report -m\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://user-images.githubusercontent.com/25265451/75115046-554b7580-5681-11ea-92b4-b20c2ece1283.png\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/25265451/75115046-554b7580-5681-11ea-92b4-b20c2ece1283.png\" alt=\"pycharm-config_report\" title=\"pycharm-config_report\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThe output will be similar to the following one:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"Name Stmts Miss Cover Missing\n--------------------------------------------------------------------------------------------------------------------------------------------------\n.../ELK/grimoire_elk/__init__.py 4 0 100%\n.../ELK/grimoire_elk/_version.py 1 0 100%\"\u003e\u003cpre lang=\"buildoutcfg\" class=\"notranslate\"\u003e\u003ccode\u003eName Stmts Miss Cover Missing\n--------------------------------------------------------------------------------------------------------------------------------------------------\n.../ELK/grimoire_elk/__init__.py 4 0 100%\n.../ELK/grimoire_elk/_version.py 1 0 100%\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003c/article\u003e","loaded":true,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":[{"level":1,"text":"Welcome to GrimoireELK ","anchor":"welcome-to-grimoireelk---","htmlText":"Welcome to GrimoireELK "},{"level":2,"text":"Raw data","anchor":"raw-data","htmlText":"Raw data"},{"level":2,"text":"Enriched data","anchor":"enriched-data","htmlText":"Enriched data"},{"level":3,"text":"Fields","anchor":"fields","htmlText":"Fields"},{"level":4,"text":"Metadata fields","anchor":"metadata-fields","htmlText":"Metadata fields"},{"level":4,"text":"Identity fields","anchor":"identity-fields","htmlText":"Identity fields"},{"level":4,"text":"Project fields","anchor":"project-fields","htmlText":"Project fields"},{"level":4,"text":"Time field:","anchor":"time-field","htmlText":"Time field:"},{"level":4,"text":"Demography fields:","anchor":"demography-fields","htmlText":"Demography fields:"},{"level":4,"text":"Extra fields:","anchor":"extra-fields","htmlText":"Extra fields:"},{"level":4,"text":"Data source specific fields","anchor":"data-source-specific-fields","htmlText":"Data source specific fields"},{"level":2,"text":"Installation","anchor":"installation","htmlText":"Installation"},{"level":3,"text":"PyPI","anchor":"pypi","htmlText":"PyPI"},{"level":3,"text":"Source code","anchor":"source-code","htmlText":"Source code"},{"level":4,"text":"Pip","anchor":"pip","htmlText":"Pip"},{"level":4,"text":"Poetry","anchor":"poetry","htmlText":"Poetry"},{"level":2,"text":"Running tests","anchor":"running-tests","htmlText":"Running tests"}],"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Fchaoss%2Fgrimoirelab-elk"}},{"displayName":"CODE_OF_CONDUCT.md","repoName":".github","refName":"main","path":"CODE_OF_CONDUCT.md","preferredFileType":"code_of_conduct","tabName":"Code of conduct","richText":null,"loaded":false,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":null,"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Fchaoss%2Fgrimoirelab-elk"}},{"displayName":"LICENSE","repoName":"grimoirelab-elk","refName":"main","path":"LICENSE","preferredFileType":"license","tabName":"GPL-3.0","richText":null,"loaded":false,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":null,"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Fchaoss%2Fgrimoirelab-elk"}}],"overviewFilesProcessingTime":0}},"appPayload":{"helpUrl":"https://docs.github.com","findFileWorkerPath":"/assets-cdn/worker/find-file-worker-7d7eb7c71814.js","findInFileWorkerPath":"/assets-cdn/worker/find-in-file-worker-708ec8ade250.js","githubDevUrl":null,"enabled_features":{"copilot_workspace":null,"code_nav_ui_events":false,"overview_shared_code_dropdown_button":false,"react_blob_overlay":false,"accessible_code_button":true,"github_models_repo_integration":false}}}}</script> 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class="Box-sc-g0xbh4-0 cwoBXV prc-Button-ButtonBase-c50BI" data-loading="false" data-size="medium" data-variant="invisible" aria-describedby=":Rr9ab:-loading-announcement" id=":Rr9ab:"><svg aria-hidden="true" focusable="false" class="octicon octicon-list-unordered" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M5.75 2.5h8.5a.75.75 0 0 1 0 1.5h-8.5a.75.75 0 0 1 0-1.5Zm0 5h8.5a.75.75 0 0 1 0 1.5h-8.5a.75.75 0 0 1 0-1.5Zm0 5h8.5a.75.75 0 0 1 0 1.5h-8.5a.75.75 0 0 1 0-1.5ZM2 14a1 1 0 1 1 0-2 1 1 0 0 1 0 2Zm1-6a1 1 0 1 1-2 0 1 1 0 0 1 2 0ZM2 4a1 1 0 1 1 0-2 1 1 0 0 1 0 2Z"></path></svg></button></div><div class="Box-sc-g0xbh4-0 QkQOb js-snippet-clipboard-copy-unpositioned undefined" data-hpc="true"><article class="markdown-body entry-content container-lg" itemprop="text"><div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">Welcome to GrimoireELK <a href="https://github.com/chaoss/grimoirelab-elk/actions?query=workflow:tests+branch:main+event:push"><img src="https://github.com/chaoss/grimoirelab-elk/workflows/tests/badge.svg" alt="Build Status" style="max-width: 100%;"></a> <a href="https://coveralls.io/github/chaoss/grimoirelab-elk?branch=main" rel="nofollow"><img src="https://camo.githubusercontent.com/cb7a62dc8d80aabd90bb6459dd25030022b04577844c292f7f657250a99acb42/68747470733a2f2f636f766572616c6c732e696f2f7265706f732f6769746875622f6368616f73732f6772696d6f6972656c61622d656c6b2f62616467652e7376673f6272616e63683d6d61696e" alt="Coverage Status" data-canonical-src="https://coveralls.io/repos/github/chaoss/grimoirelab-elk/badge.svg?branch=main" style="max-width: 100%;"></a> <a href="https://badge.fury.io/py/grimoire-elk" rel="nofollow"><img src="https://camo.githubusercontent.com/a4080b0b7a4c0da1a5477f3d775c3b8fb3eb4a180402be3b102125e9a4ce2f5f/68747470733a2f2f62616467652e667572792e696f2f70792f6772696d6f6972652d656c6b2e737667" alt="PyPI version" data-canonical-src="https://badge.fury.io/py/grimoire-elk.svg" style="max-width: 100%;"></a></h1><a id="user-content-welcome-to-grimoireelk---" class="anchor" aria-label="Permalink: Welcome to GrimoireELK " href="#welcome-to-grimoireelk---"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">GrimoireELK is the component of <a href="https://github.com/chaoss/grimoirelab">GrimoireLab</a> that interacts with the ElasticSearch database. Its goal is two-fold, first it aims at offering a convenient way to store the data coming from Perceval, second it processes and enriches the data in a format that can be consumed by Kibiter.</p> <p dir="auto">The <a href="https://github.com/chaoss/grimoirelab-perceval">Perceval</a> data is stored in ElasticSearch indexes as raw documents (one per item extracted by Perceval). Those raw documents, which will be referred to as "raw data" in this documentation, include all information coming from the original data source which grants the platform to perform multiple analysis without the need of downloading the same data over and over again. Once raw data is retrieved, a new phase starts where data is enriched according to the data source from where it was collected and stored in ElasticSearch indexes. The enrichment removes information not needed by Kibiter and includes additional information which is not directly available within the raw data. For instance, pair programming information for Git data, time to solve (i.e., close or merge) issues and pull requests for GitHub data, and identities and organization information coming from <a href="https://github.com/chaoss/grimoirelab-sortinghat">SortingHat</a> . The enriched data is stored as JSON documents, which embed information linked to the corresponding raw documents to ease debugging and guarantee traceability.</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Raw data</h2><a id="user-content-raw-data" class="anchor" aria-label="Permalink: Raw data" href="#raw-data"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Each raw document stored in an ElasticSearch index contains a set of common first level fields, regardless of the data source:</p> <ul dir="auto"> <li><strong>backend</strong> (string): Name of the Perceval backend used to retrieve the information.</li> <li><strong>backend_version</strong> (string): Version of the abovementioned backend.</li> <li><strong>perceval_version</strong> (string): Perceval version.</li> <li><strong>timestamp</strong> (long): When the item was retrieved by Perceval (in epoch format).</li> <li><strong>origin</strong> (string): Where the item was retrieved from.</li> <li><strong>uuid</strong> (string): Item unique identifier.</li> <li><strong>updated_on</strong> (long): When the item was updated in the original source (in epoch format).</li> <li><strong>classified_fields_filtered</strong> (list): List of data field names (strings) which contained classified information and that were removed from the original item. Depends on activating ‘--filter-classified’ flag in Perceval.</li> <li><strong>category</strong> (string): Type of the items to fetch (commit, pull request, etc.) depending on the data source.</li> <li><strong>tag</strong> (string): Custom label that can be set in Perceval for each retrieval.</li> <li><strong>data</strong> (object): This field contains a copy in JSON format of the original data as it is retrieved from the data source. Next sections will describe where GrimoireLab get this information from.</li> </ul> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Enriched data</h2><a id="user-content-enriched-data" class="anchor" aria-label="Permalink: Enriched data" href="#enriched-data"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Each enriched index includes one or more types of documents, which are summarized below.</p> <ul dir="auto"> <li><strong>Askbot</strong>: each document can be either a question, an answer or answer's comments.</li> <li><strong>Bugzilla</strong>: each document corresponds to a single issue (fetched using CGI calls).</li> <li><strong>Bugzillarest</strong>: each document corresponds to a single issue (fetched using Bugzilla REST API).</li> <li><strong>Cocom</strong>: each document corresponds to single file in a commit, with code complexity information.</li> <li><strong>Colic</strong>: each document corresponds to single file in a commit, with license information.</li> <li><strong>Confluence</strong>: each document can be either a new page, a page edit, a comment or an attachment.</li> <li><strong>Crates</strong>: each document corresponds to an event.</li> <li><strong>Discourse</strong>: each document can be either a question or an answer.</li> <li><strong>Dockerhub</strong>: each document corresponds to an image.</li> <li><strong>Finosmeetings</strong>: each document corresponds to details about a meeting.</li> <li><strong>Functest</strong>: each document corresponds to details about a test.</li> <li><strong>Gerrit</strong>: each document can be either a changeset, a comment, a patchset or a patchset approval.</li> <li><strong>Git</strong>: each document corresponds to a single commit.</li> <li><strong>Git Areas of Code</strong>: each document corresponds to one single file.</li> <li><strong>GitHub issues</strong>: each document corresponds to an issue.</li> <li><strong>GitHub pull requests</strong>: each document corresponds to a pull request.</li> <li><strong>GitHub repo statistics</strong>: each document includes repo statistics (e.g., forks, watchers).</li> <li><strong>GitLab issues</strong>: each document corresponds to an issue.</li> <li><strong>GitLab merge requests</strong>: each document corresponds to a merge request.</li> <li><strong>Gitter</strong>: each document corresponds to a message.</li> <li><strong>Googlehits</strong>: each document contains hits information derived from Google.</li> <li><strong>Groupsio</strong>: each document corresponds to a message.</li> <li><strong>Hyperkitty</strong>: each document corresponds to a message.</li> <li><strong>Jenkins</strong>: each document corresponds to a single built.</li> <li><strong>Jira</strong>: each document corresponds to an issue or a comment. To simplify counting user activities, issues are duplicated and they can include assignee, reporter and creator data respectively.</li> <li><strong>Kitsune</strong>: each document can be either a question or an answer.</li> <li><strong>Launchpad</strong>: each document corresponds to a bug.</li> <li><strong>Mattermost</strong>: each document corresponds to a message.</li> <li><strong>Mbox</strong>: each document corresponds to a message.</li> <li><strong>Mediawiki</strong>: each document corresponds to a review.</li> <li><strong>Meetup</strong>: each document can be either an event, a rsvp or a comment.</li> <li><strong>Mozillaclub</strong>: each document includes event information.</li> <li><strong>Nttp</strong>: each document corresponds to a message.</li> <li><strong>Onion Study/Community Structure</strong>: each document corresponds to an author in a specific quarter, split by organization and project. That means we have an entry for the author’s overall contributions in a given quarter, one entry for the author in each one of the projects he contributed to in that quarter and the same for the author in each of the organizations he is affiliated to in that quarter. This way we store results of onion analysis computed overall, by project and by organization</li> <li><strong>Pagure</strong>: each document corresponds to an issue.</li> <li><strong>Phabricator</strong>: each document corresponds to a task.</li> <li><strong>Pipermail</strong>: each document corresponds to a message.</li> <li><strong>Puppetforge</strong>: each document corresponds to a module.</li> <li><strong>Rocketchat</strong>: each document corresponds to a message.</li> <li><strong>Redmine</strong>: each document corresponds to an issue.</li> <li><strong>Remo activities</strong>: each document corresponds to an activity.</li> <li><strong>Remo events</strong>: each document corresponds to an event.</li> <li><strong>Remo users</strong>: each document corresponds to a user.</li> <li><strong>Rss</strong>: each document corresponds to an entry.</li> <li><strong>Slack</strong>: each document corresponds to a message.</li> <li><strong>Stackexchange</strong>: each document can be either a question or answer.</li> <li><strong>Supybot</strong>: each document corresponds to a message.</li> <li><strong>Telegram</strong>: each document corresponds to a message.</li> <li><strong>Twitter</strong>: each document corresponds to a tweet.</li> </ul> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Fields</h3><a id="user-content-fields" class="anchor" aria-label="Permalink: Fields" href="#fields"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Each enriched document contains a set of fields, they can be (i) common to all data sources (e.g., metadata fields, time field), (ii) specific to the data source, (iii) related to contributor’s profile information (i.e., identity fields) or (iv) to the project listed in the Mordred projects.json (i.e., project fields).</p> <div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">Metadata fields</h4><a id="user-content-metadata-fields" class="anchor" aria-label="Permalink: Metadata fields" href="#metadata-fields"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li><strong>metadata__timestamp</strong> (date): Date when the item was retrieved from the original data source and stored in the index with raw documents.</li> <li><strong>metadata__updated_on</strong> (date): Date when the item was updated in its original data source.</li> <li><strong>metadata__enriched_on</strong> (date): Date when the item was enriched and stored in the index with enriched documents.</li> <li><strong>metadata__gelk_backend_name</strong> (string): Name of the backend used to enrich information.</li> <li><strong>metadata__gelk_version</strong> (string): Version of the backend used to enrich information.</li> <li><strong>origin</strong> (string): Original URL where the repository was retrieved from.</li> </ul> <div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">Identity fields</h4><a id="user-content-identity-fields" class="anchor" aria-label="Permalink: Identity fields" href="#identity-fields"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li><strong>author_uuid</strong> (string): Author profile unique identifier. Used for counting authors and cross-referencing data among data sources in ElasticSearch and between ElasticSearch, SortingHat and Hatstall.</li> <li><strong>author_org_name</strong> (string): Organization name to which the author is affiliated to. Same author could have different affiliations based on non-overlapping time periods. Used for aggregating contributors and contributions by organization.</li> <li><strong>author_name</strong> (string): Similar to author_uuid, but less useful for unique counts as different profiles could share the same name. Nevertheless is more appropriate to show this field when aggregating data by author as it is usually nicer to see a name than a hash value.</li> <li><strong>author_bot</strong> (boolean): True if the given author is identified as a bot.</li> <li><strong>author_domain</strong> (string): Domain associated to the author in SortingHat profile.</li> <li><strong>author_id</strong> (string): Author identifier. This id comes from SortingHat and identifies each different identity provided by SortingHat. These identifiers are grouped in a single author_uuid, so this fields is not commonly used unless data needs to be debugged.</li> </ul> <div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">Project fields</h4><a id="user-content-project-fields" class="anchor" aria-label="Permalink: Project fields" href="#project-fields"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li><strong>project</strong> (string): Project name as defined in the JSON file where repositories are grouped by project.</li> <li><strong>project_1</strong> (string): Project (if more than one level is allowed in project hierarchy).</li> </ul> <div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">Time field:</h4><a id="user-content-time-field" class="anchor" aria-label="Permalink: Time field:" href="#time-field"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li><strong>grimoire_creation_date</strong> (date): Date when the item was created upstream. Used by default to represent data in time series on the dashboards.</li> </ul> <div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">Demography fields:</h4><a id="user-content-demography-fields" class="anchor" aria-label="Permalink: Demography fields:" href="#demography-fields"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li><strong>author_max_date</strong> (date): Date of most recent commit made by this author.</li> <li><strong>author_min_date</strong> (date): Date of the first commit made by this author.</li> </ul> <div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">Extra fields:</h4><a id="user-content-extra-fields" class="anchor" aria-label="Permalink: Extra fields:" href="#extra-fields"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li><strong>extra_</strong> (anything): Extra fields added using the <code>enrich_extra_data</code> study.</li> </ul> <div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">Data source specific fields</h4><a id="user-content-data-source-specific-fields" class="anchor" aria-label="Permalink: Data source specific fields" href="#data-source-specific-fields"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Details of the fields of each data source is available in the <a href="https://github.com/chaoss/grimoirelab-elk/tree/main/schema">Schema</a> folder.</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Installation</h2><a id="user-content-installation" class="anchor" aria-label="Permalink: Installation" href="#installation"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">There are several ways to install GrimoireELK on your system: packages or source code using Poetry or pip.</p> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">PyPI</h3><a id="user-content-pypi" class="anchor" aria-label="Permalink: PyPI" href="#pypi"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">GrimoireELK can be installed using pip, a tool for installing Python packages. To do it, run the next command:</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="$ pip install grimoire-elk"><pre class="notranslate"><code>$ pip install grimoire-elk </code></pre></div> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Source code</h3><a id="user-content-source-code" class="anchor" aria-label="Permalink: Source code" href="#source-code"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">To install from the source code you will need to clone the repository first:</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="$ git clone https://github.com/chaoss/grimoirelab-elk $ cd grimoirelab-elk"><pre class="notranslate"><code>$ git clone https://github.com/chaoss/grimoirelab-elk $ cd grimoirelab-elk </code></pre></div> <p dir="auto">Then use pip or Poetry to install the package along with its dependencies.</p> <div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">Pip</h4><a id="user-content-pip" class="anchor" aria-label="Permalink: Pip" href="#pip"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">To install the package from local directory run the following command:</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="$ pip install ."><pre class="notranslate"><code>$ pip install . </code></pre></div> <p dir="auto">In case you are a developer, you should install GrimoireELK in editable mode:</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="$ pip install -e ."><pre class="notranslate"><code>$ pip install -e . </code></pre></div> <div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">Poetry</h4><a id="user-content-poetry" class="anchor" aria-label="Permalink: Poetry" href="#poetry"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">We use <a href="https://python-poetry.org/" rel="nofollow">poetry</a> for dependency management and packaging. You can install it following its <a href="https://python-poetry.org/docs/#installation" rel="nofollow">documentation</a>. Once you have installed it, you can install GrimoireELK and the dependencies in a project isolated environment using:</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="$ poetry install"><pre class="notranslate"><code>$ poetry install </code></pre></div> <p dir="auto">To spaw a new shell within the virtual environment use:</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="$ poetry shell"><pre class="notranslate"><code>$ poetry shell </code></pre></div> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Running tests</h2><a id="user-content-running-tests" class="anchor" aria-label="Permalink: Running tests" href="#running-tests"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Tests are located in the folder <a href="https://github.com/chaoss/grimoirelab-elk/tree/main/tests">tests</a>. In order to run them, you need to have in your machine instances (or Docker containers) of ElasticSearch and MySQL</p> <p dir="auto">Then you need to:</p> <ul dir="auto"> <li>update the file <a href="https://github.com/chaoss/grimoirelab-elk/blob/main/tests/tests.conf">tests.conf</a> file: <ul dir="auto"> <li>in case your ElasticSearch instance isn't available at <code>http://localhost:9200</code>. For example, if you are using the secure edition of elasticsearch, it will be located at <code>https://admin:admin@localhost:9200</code></li> <li>in case you are using non-default credentials for your SortingHat database, you will need to include the <code>[Database]</code> section of the file with both <code>user</code> and <code>password</code> parameters</li> </ul> </li> <li>create the databases <code>test_sh</code> and <code>test_projects</code> in your MySQL instance (e.g., <code>mysql -u root -e "create database test_sh"</code>, if you are running mysql in a container use <code>docker exec -i <container id> mysql -u root -e "create database test_sh"</code>)</li> <li>populate the database <code>test_projects</code> with the SQL file <a href="https://github.com/chaoss/grimoirelab-elk/blob/main/tests/test_projects.sql">test_projects.sql</a> (e.g., <code>mysql -u root test_projects < tests/test_projects.sql</code>)</li> </ul> <p dir="auto">The full battery of tests can be executed with <a href="https://github.com/chaoss/grimoirelab-elk/blob/main/tests/run_tests.py">run_tests.py</a>. However, it is also possible to execute a sub-set of tests by running the single test files (<code>test_*</code> files in the <a href="https://github.com/chaoss/grimoirelab-elk/tree/main/tests">tests folder</a>)</p> <p dir="auto">The tests can be run in combination with the Python package <code>coverage</code>. The steps below show how to do it:</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="$ pip3 install coveralls $ cd <path-to-ELK>/tests $ python3 -m coverage run run_tests.py --source=grimoire_elk "><pre lang="buildoutcfg" class="notranslate"><code>$ pip3 install coveralls $ cd <path-to-ELK>/tests $ python3 -m coverage run run_tests.py --source=grimoire_elk </code></pre></div> <p dir="auto"><a target="_blank" rel="noopener noreferrer nofollow" href="https://user-images.githubusercontent.com/25265451/75114992-d9e9c400-5680-11ea-8b8e-9c50569367a4.png"><img src="https://user-images.githubusercontent.com/25265451/75114992-d9e9c400-5680-11ea-8b8e-9c50569367a4.png" alt="pycharm-config-run_tests" title="pycharm-config-run_tests" style="max-width: 100%;"></a></p> <p dir="auto">Coverage will generate a file <code>.coverage</code> in the tests folder, which can be inspected with the following command:</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="cd <path-to-ELK>/tests python3 -m coverage report -m"><pre lang="buildoutcfg" class="notranslate"><code>cd <path-to-ELK>/tests python3 -m coverage report -m </code></pre></div> <p dir="auto"><a target="_blank" rel="noopener noreferrer nofollow" href="https://user-images.githubusercontent.com/25265451/75115046-554b7580-5681-11ea-92b4-b20c2ece1283.png"><img src="https://user-images.githubusercontent.com/25265451/75115046-554b7580-5681-11ea-92b4-b20c2ece1283.png" alt="pycharm-config_report" title="pycharm-config_report" style="max-width: 100%;"></a></p> <p dir="auto">The output will be similar to the following one:</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="Name Stmts Miss Cover Missing -------------------------------------------------------------------------------------------------------------------------------------------------- .../ELK/grimoire_elk/__init__.py 4 0 100% .../ELK/grimoire_elk/_version.py 1 0 100%"><pre lang="buildoutcfg" class="notranslate"><code>Name Stmts Miss Cover Missing -------------------------------------------------------------------------------------------------------------------------------------------------- .../ELK/grimoire_elk/__init__.py 4 0 100% .../ELK/grimoire_elk/_version.py 1 0 100% </code></pre></div> </article></div></div></div></div></div> <!-- --> <!-- --> <script type="application/json" id="__PRIMER_DATA_:R0:__">{"resolvedServerColorMode":"day"}</script></div> </react-partial> <input type="hidden" data-csrf="true" value="W+muIxHRrtpnrPaIA2IGNiGE/an2ag9U/AUZfJbV+wuG/1EdylORR/jKRRDFIIDMzRYihGb207W+zwg5jYHtfw==" /> </div> <div data-view-component="true" class="Layout-sidebar"> <div class="BorderGrid about-margin" data-pjax> <div 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