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community/contributors/devel/sig-node/cri-container-stats.md at master · kubernetes/community · GitHub

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1.75 1ZM1.5 2.75v9.5c0 .138.112.25.25.25h2a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h6.5a.25.25 0 0 0 .25-.25v-9.5a.25.25 0 0 0-.25-.25H1.75a.25.25 0 0 0-.25.25Z"></path><path d="M22.5 8.75a.25.25 0 0 0-.25-.25h-3.5a.75.75 0 0 1 0-1.5h3.5c.966 0 1.75.784 1.75 1.75v9.5A1.75 1.75 0 0 1 22.25 20H21v1.543a1.457 1.457 0 0 1-2.487 1.03L15.939 20H10.75A1.75 1.75 0 0 1 9 18.25v-1.465a.75.75 0 0 1 1.5 0v1.465c0 .138.112.25.25.25h5.5a.75.75 0 0 1 .53.22l2.72 2.72v-2.19a.75.75 0 0 1 .75-.75h2a.25.25 0 0 0 .25-.25v-9.5Z"></path> </svg> <div> <div class="color-fg-default h4">Discussions</div> Collaborate outside of code </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" 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</li> <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"> Solutions <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 position-lg-absolute left-0 left-lg-n3 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 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data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;ci_cd&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;ci_cd_link_solutions_navbar&quot;}" href="/solutions/use-case/ci-cd"> CI/CD </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;view_all_use_cases&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;view_all_use_cases_link_solutions_navbar&quot;}" href="/solutions/use-case"> View all use cases </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-industry-heading">By industry</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-industry-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;healthcare&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;healthcare_link_solutions_navbar&quot;}" href="/solutions/industry/healthcare"> Healthcare </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;financial_services&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;financial_services_link_solutions_navbar&quot;}" href="/solutions/industry/financial-services"> Financial services </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;manufacturing&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;manufacturing_link_solutions_navbar&quot;}" href="/solutions/industry/manufacturing"> Manufacturing </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;government&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;government_link_solutions_navbar&quot;}" href="/solutions/industry/government"> Government </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;view_all_industries&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;view_all_industries_link_solutions_navbar&quot;}" href="/solutions/industry"> View all industries </a></li> </ul> </div> </div> <div class="HeaderMenu-trailing-link rounded-bottom-2 flex-shrink-0 mt-lg-4 px-lg-4 py-4 py-lg-3 f5 text-semibold"> <a href="/solutions"> View all solutions <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-right HeaderMenu-trailing-link-icon"> <path d="M6.22 3.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L9.94 8 6.22 4.28a.75.75 0 0 1 0-1.06Z"></path> </svg> </a> </div> </div> </li> <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"> Resources <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 position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 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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="feedback-dialog-title"> <div data-view-component="true" class="Overlay-body"> <!-- '"` --><!-- </textarea></xmp> --></option></form><form id="code-search-feedback-form" data-turbo="false" action="/search/feedback" accept-charset="UTF-8" method="post"><input type="hidden" data-csrf="true" name="authenticity_token" value="jgw+qK2xaq1TAaLl0cHsbNrsLVFTNbAAO5R63aWsqQNJsAnDbvULe09lNZyALnxmC0ujsYQ9VQjhcgMiDqAo3g==" /> <p>We read every piece of feedback, and take your input very 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"> 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src="/search/custom_scopes/check_name" required> <input type="text" name="custom_scope_name" id="custom_scope_name" data-target="custom-scopes.customScopesNameField" class="form-control" autocomplete="off" placeholder="github-ruby" required maxlength="50"> <input type="hidden" data-csrf="true" value="95eDTw6M14fKNvYteGx/y/iulLG01uj+3ZY6IRLZe5yQ5hV4VELuR0wlN3e76uYfuhQZ8TE6xD2CBRWKcVEtTw==" /> </auto-check> </div> <div class="form-group"> <label for="custom_scope_query">Query</label> <input type="text" name="custom_scope_query" id="custom_scope_query" data-target="custom-scopes.customScopesQueryField" class="form-control" autocomplete="off" placeholder="(repo:mona/a OR repo:mona/b) AND lang:python" required maxlength="500"> </div> <p class="text-small color-fg-muted"> To see all available qualifiers, see our <a class="Link--inTextBlock" href="https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax">documentation</a>. </p> </form> </div> <div data-target="custom-scopes.manageCustomScopesForm"> <div data-target="custom-scopes.list"></div> </div> </div> </scrollable-region> <div data-view-component="true" class="Overlay-footer Overlay-footer--alignEnd Overlay-footer--divided"> <button data-action="click:custom-scopes#customScopesCancel" type="button" data-view-component="true" class="btn"> Cancel </button> <button form="custom-scopes-dialog-form" data-action="click:custom-scopes#customScopesSubmit" data-target="custom-scopes.customScopesSubmitButton" type="submit" data-view-component="true" class="btn-primary btn"> Create saved search </button> </div> </dialog></dialog-helper> </custom-scopes> </div> </qbsearch-input> <div class="position-relative HeaderMenu-link-wrap d-lg-inline-block"> <a href="/login?return_to=https%3A%2F%2Fgithub.com%2Fkubernetes%2Fcommunity%2Fblob%2Fmaster%2Fcontributors%2Fdevel%2Fsig-node%2Fcri-container-stats.md" class="HeaderMenu-link HeaderMenu-link--sign-in HeaderMenu-button flex-shrink-0 no-underline d-none d-lg-inline-flex border border-lg-0 rounded rounded-lg-0 px-2 py-1" style="margin-left: 12px;" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;site header menu&quot;,&quot;repository_id&quot;:null,&quot;auth_type&quot;:&quot;SIGN_UP&quot;,&quot;originating_url&quot;:&quot;https://github.com/kubernetes/community/blob/master/contributors/devel/sig-node/cri-container-stats.md&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e58ae47689c01c72c00e395118333490c3eaa461806765e1117453504275e4ab" data-analytics-event="{&quot;category&quot;:&quot;Marketing nav&quot;,&quot;action&quot;:&quot;click to go to homepage&quot;,&quot;label&quot;:&quot;ref_page:Marketing;ref_cta:Sign in;ref_loc:Header&quot;}" > Sign in </a> </div> <a href="/signup?ref_cta=Sign+up&amp;ref_loc=header+logged+out&amp;ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E%2Fblob%2Fshow&amp;source=header-repo&amp;source_repo=kubernetes%2Fcommunity" class="HeaderMenu-link HeaderMenu-link--sign-up HeaderMenu-button flex-shrink-0 d-flex d-lg-inline-flex no-underline border color-border-default rounded px-2 py-1" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;site header menu&quot;,&quot;repository_id&quot;:null,&quot;auth_type&quot;:&quot;SIGN_UP&quot;,&quot;originating_url&quot;:&quot;https://github.com/kubernetes/community/blob/master/contributors/devel/sig-node/cri-container-stats.md&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e58ae47689c01c72c00e395118333490c3eaa461806765e1117453504275e4ab" data-analytics-event="{&quot;category&quot;:&quot;Sign up&quot;,&quot;action&quot;:&quot;click to sign up for account&quot;,&quot;label&quot;:&quot;ref_page:/&lt;user-name&gt;/&lt;repo-name&gt;/blob/show;ref_cta:Sign up;ref_loc:header logged out&quot;}" > Sign up </a> <button type="button" class="sr-only js-header-menu-focus-trap d-block d-lg-none">Reseting focus</button> </div> </div> </div> </div> </header> <div hidden="hidden" data-view-component="true" class="js-stale-session-flash stale-session-flash flash flash-warn flash-full"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-alert"> <path d="M6.457 1.047c.659-1.234 2.427-1.234 3.086 0l6.082 11.378A1.75 1.75 0 0 1 14.082 15H1.918a1.75 1.75 0 0 1-1.543-2.575Zm1.763.707a.25.25 0 0 0-.44 0L1.698 13.132a.25.25 0 0 0 .22.368h12.164a.25.25 0 0 0 .22-.368Zm.53 3.996v2.5a.75.75 0 0 1-1.5 0v-2.5a.75.75 0 0 1 1.5 0ZM9 11a1 1 0 1 1-2 0 1 1 0 0 1 2 0Z"></path> </svg> <span class="js-stale-session-flash-signed-in" hidden>You signed in with another tab or window. <a 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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><tool-tip id="tooltip-230aeca8-f0a4-4b65-9335-a234d15b41d1" for="icon-button-fd82b649-a4d8-4a50-8cc1-0e036a190cc9" popover="manual" data-direction="s" data-type="label" data-view-component="true" class="sr-only position-absolute">Dismiss alert</tool-tip> </div> </div> <div id="start-of-content" class="show-on-focus"></div> <div id="js-flash-container" class="flash-container" data-turbo-replace> <template class="js-flash-template"> <div class="flash flash-full {{ className }}"> <div > <button autofocus class="flash-close js-flash-close" type="button" aria-label="Dismiss this message"> <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 aria-atomic="true" role="alert" class="js-flash-alert"> <div>{{ message }}</div> </div> </div> </div> </template> </div> <div class="application-main " data-commit-hovercards-enabled data-discussion-hovercards-enabled data-issue-and-pr-hovercards-enabled > <div itemscope itemtype="http://schema.org/SoftwareSourceCode" class=""> <main id="js-repo-pjax-container" > <div id="repository-container-header" class="pt-3 hide-full-screen" style="background-color: var(--page-header-bgColor, var(--color-page-header-bg));" data-turbo-replace> <div class="d-flex flex-nowrap flex-justify-end mb-3 px-3 px-lg-5" style="gap: 1rem;"> <div class="flex-auto min-width-0 width-fit"> <div class=" d-flex flex-wrap flex-items-center wb-break-word f3 text-normal"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span class="author flex-self-stretch" itemprop="author"> <a class="url fn" rel="author" data-hovercard-type="organization" data-hovercard-url="/orgs/kubernetes/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="/kubernetes"> kubernetes </a> </span> <span class="mx-1 flex-self-stretch color-fg-muted">/</span> <strong itemprop="name" class="mr-2 flex-self-stretch"> <a data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" href="/kubernetes/community">community</a> </strong> <span></span><span class="Label Label--secondary v-align-middle mr-1">Public</span> </div> </div> <div id="repository-details-container" class="flex-shrink-0" data-turbo-replace style="max-width: 70%;"> <ul class="pagehead-actions flex-shrink-0 d-none d-md-inline" style="padding: 2px 0;"> <li> <a href="/login?return_to=%2Fkubernetes%2Fcommunity" rel="nofollow" id="repository-details-watch-button" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;notification subscription menu watch&quot;,&quot;repository_id&quot;:null,&quot;auth_type&quot;:&quot;LOG_IN&quot;,&quot;originating_url&quot;:&quot;https://github.com/kubernetes/community/blob/master/contributors/devel/sig-node/cri-container-stats.md&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f581752bd72cbd8fa7e8dc0e52e578db3f81b568ee3aaeb704ec5bc8052275c1" aria-label="You must be signed in to 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class=\"markdown-body entry-content container-lg\" itemprop=\"text\"\u003e\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eContainer Runtime Interface: Container Metrics\u003c/h1\u003e\u003ca id=\"user-content-container-runtime-interface-container-metrics\" class=\"anchor\" aria-label=\"Permalink: Container Runtime Interface: Container Metrics\" href=\"#container-runtime-interface-container-metrics\"\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\"\u003e\u003ca href=\"/kubernetes/community/blob/master/contributors/devel/sig-node/container-runtime-interface.md\"\u003eContainer runtime interface\n(CRI)\u003c/a\u003e\nprovides an abstraction for container runtimes to integrate with Kubernetes.\nCRI expects the runtime to provide resource usage statistics for the\ncontainers.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eBackground\u003c/h2\u003e\u003ca id=\"user-content-background\" class=\"anchor\" aria-label=\"Permalink: Background\" href=\"#background\"\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\"\u003eHistorically Kubelet relied on the \u003ca href=\"https://github.com/google/cadvisor\"\u003ecAdvisor\u003c/a\u003e\nlibrary, an open-source project hosted in a separate repository, to retrieve\ncontainer metrics such as CPU and memory usage. These metrics are then aggregated\nand exposed through Kubelet's \u003ca href=\"https://github.com/kubernetes/kubernetes/blob/master/staging/src/k8s.io/kubelet/pkg/apis/stats/v1alpha1/types.go\"\u003eSummary\nAPI\u003c/a\u003e\nfor the monitoring pipeline (and other components) to consume. Any container\nruntime (e.g., Docker and Rkt) integrated with Kubernetes needed to add a\ncorresponding package in cAdvisor to support tracking container and image file\nsystem metrics.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eWith CRI being the new abstraction for integration, it was a natural\nprogression to augment CRI to serve container metrics to eliminate a separate\nintegration point.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003cem\u003eSee the \u003ca href=\"https://git.k8s.io/design-proposals-archive/instrumentation/core-metrics-pipeline.md\" rel=\"nofollow\"\u003ecore metrics design\nproposal\u003c/a\u003e\nfor more information on metrics exposed by Kubelet, and \u003ca href=\"https://git.k8s.io/design-proposals-archive/instrumentation/monitoring_architecture.md\" rel=\"nofollow\"\u003emonitoring\narchitecture\u003c/a\u003e\nfor the evolving monitoring pipeline in Kubernetes.\u003c/em\u003e\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eContainer Metrics\u003c/h1\u003e\u003ca id=\"user-content-container-metrics\" class=\"anchor\" aria-label=\"Permalink: Container Metrics\" href=\"#container-metrics\"\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\"\u003eKubelet is responsible for creating pod-level cgroups based on the Quality of\nService class to which the pod belongs, and passes this as a parent cgroup to the\nruntime so that it can ensure all resources used by the pod (e.g., pod sandbox,\ncontainers) will be charged to the cgroup. Therefore, Kubelet has the ability\nto track resource usage at the pod level (using the built-in cAdvisor), and the\nAPI enhancement focuses on the container-level metrics.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eWe include the only a set of metrics that are necessary to fulfill the needs of\nKubelet. As the requirements evolve over time, we may extend the API to support\nmore metrics. Below is the API with the metrics supported today.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-go notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"// ContainerStats returns stats of the container. If the container does not\n// exist, the call returns an error.\nrpc ContainerStats(ContainerStatsRequest) returns (ContainerStatsResponse) {}\n// ListContainerStats returns stats of all running containers.\nrpc ListContainerStats(ListContainerStatsRequest) returns (ListContainerStatsResponse) {}\"\u003e\u003cpre\u003e\u003cspan class=\"pl-c\"\u003e// ContainerStats returns stats of the container. If the container does not\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e// exist, the call returns an error.\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003erpc\u003c/span\u003e \u003cspan class=\"pl-en\"\u003eContainerStats\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003eContainerStatsRequest\u003c/span\u003e) \u003cspan class=\"pl-en\"\u003ereturns\u003c/span\u003e (\u003cspan class=\"pl-s1\"\u003eContainerStatsResponse\u003c/span\u003e) {}\n\u003cspan class=\"pl-c\"\u003e// ListContainerStats returns stats of all running containers.\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003erpc\u003c/span\u003e \u003cspan class=\"pl-en\"\u003eListContainerStats\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003eListContainerStatsRequest\u003c/span\u003e) \u003cspan class=\"pl-s1\"\u003ereturns\u003c/span\u003e (\u003cspan class=\"pl-s1\"\u003eListContainerStatsResponse\u003c/span\u003e) {}\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"highlight highlight-source-go notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"// ContainerStats provides the resource usage statistics for a container.\nmessage ContainerStats {\n // Information of the container.\n ContainerAttributes attributes = 1;\n // CPU usage gathered from the container.\n CpuUsage cpu = 2;\n // Memory usage gathered from the container.\n MemoryUsage memory = 3;\n // Usage of the writable layer.\n FilesystemUsage writable_layer = 4;\n}\n\n// CpuUsage provides the CPU usage information.\nmessage CpuUsage {\n // Timestamp in nanoseconds at which the information were collected. Must be \u0026gt; 0.\n int64 timestamp = 1;\n // Cumulative CPU usage (sum across all cores) since object creation.\n UInt64Value usage_core_nano_seconds = 2;\n}\n\n// MemoryUsage provides the memory usage information.\nmessage MemoryUsage {\n // Timestamp in nanoseconds at which the information were collected. Must be \u0026gt; 0.\n int64 timestamp = 1;\n // The amount of working set memory in bytes.\n UInt64Value working_set_bytes = 2;\n}\n\n// FilesystemUsage provides the filesystem usage information.\nmessage FilesystemUsage {\n // Timestamp in nanoseconds at which the information were collected. Must be \u0026gt; 0.\n int64 timestamp = 1;\n // The underlying storage of the filesystem.\n StorageIdentifier storage_id = 2;\n // UsedBytes represents the bytes used for images on the filesystem.\n // This may differ from the total bytes used on the filesystem and may not\n // equal CapacityBytes - AvailableBytes.\n UInt64Value used_bytes = 3;\n // InodesUsed represents the inodes used by the images.\n // This may not equal InodesCapacity - InodesAvailable because the underlying\n // filesystem may also be used for purposes other than storing images.\n UInt64Value inodes_used = 4;\n}\"\u003e\u003cpre\u003e\u003cspan class=\"pl-c\"\u003e// ContainerStats provides the resource usage statistics for a container.\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003emessage\u003c/span\u003e \u003cspan class=\"pl-smi\"\u003eContainerStats\u003c/span\u003e {\n \u003cspan class=\"pl-c\"\u003e// Information of the container.\u003c/span\u003e\n \u003cspan class=\"pl-s1\"\u003eContainerAttributes\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003eattributes\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e1\u003c/span\u003e;\n \u003cspan class=\"pl-c\"\u003e// CPU usage gathered from the container.\u003c/span\u003e\n \u003cspan class=\"pl-s1\"\u003eCpuUsage\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003ecpu\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e2\u003c/span\u003e;\n \u003cspan class=\"pl-c\"\u003e// Memory usage gathered from the container.\u003c/span\u003e\n \u003cspan class=\"pl-s1\"\u003eMemoryUsage\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003ememory\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e3\u003c/span\u003e;\n \u003cspan class=\"pl-c\"\u003e// Usage of the writable layer.\u003c/span\u003e\n \u003cspan class=\"pl-s1\"\u003eFilesystemUsage\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003ewritable_layer\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e4\u003c/span\u003e;\n}\n\n\u003cspan class=\"pl-c\"\u003e// CpuUsage provides the CPU usage information.\u003c/span\u003e\n\u003cspan class=\"pl-smi\"\u003emessage\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003eCpuUsage\u003c/span\u003e {\n \u003cspan class=\"pl-c\"\u003e// Timestamp in nanoseconds at which the information were collected. Must be \u0026gt; 0.\u003c/span\u003e\n \u003cspan class=\"pl-s1\"\u003eint64\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003etimestamp\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e1\u003c/span\u003e;\n \u003cspan class=\"pl-c\"\u003e// Cumulative CPU usage (sum across all cores) since object creation.\u003c/span\u003e\n \u003cspan class=\"pl-s1\"\u003eUInt64Value\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003eusage_core_nano_seconds\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e2\u003c/span\u003e;\n}\n\n\u003cspan class=\"pl-c\"\u003e// MemoryUsage provides the memory usage information.\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003emessage\u003c/span\u003e \u003cspan class=\"pl-smi\"\u003eMemoryUsage\u003c/span\u003e {\n \u003cspan class=\"pl-c\"\u003e// Timestamp in nanoseconds at which the information were collected. Must be \u0026gt; 0.\u003c/span\u003e\n \u003cspan class=\"pl-s1\"\u003eint64\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003etimestamp\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e1\u003c/span\u003e;\n \u003cspan class=\"pl-c\"\u003e// The amount of working set memory in bytes.\u003c/span\u003e\n \u003cspan class=\"pl-s1\"\u003eUInt64Value\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003eworking_set_bytes\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e2\u003c/span\u003e;\n}\n\n\u003cspan class=\"pl-c\"\u003e// FilesystemUsage provides the filesystem usage information.\u003c/span\u003e\n\u003cspan class=\"pl-s1\"\u003emessage\u003c/span\u003e \u003cspan class=\"pl-smi\"\u003eFilesystemUsage\u003c/span\u003e {\n \u003cspan class=\"pl-c\"\u003e// Timestamp in nanoseconds at which the information were collected. Must be \u0026gt; 0.\u003c/span\u003e\n \u003cspan class=\"pl-s1\"\u003eint64\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003etimestamp\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e1\u003c/span\u003e;\n \u003cspan class=\"pl-c\"\u003e// The underlying storage of the filesystem.\u003c/span\u003e\n \u003cspan class=\"pl-s1\"\u003eStorageIdentifier\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003estorage_id\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e2\u003c/span\u003e;\n \u003cspan class=\"pl-c\"\u003e// UsedBytes represents the bytes used for images on the filesystem.\u003c/span\u003e\n \u003cspan class=\"pl-c\"\u003e// This may differ from the total bytes used on the filesystem and may not\u003c/span\u003e\n \u003cspan class=\"pl-c\"\u003e// equal CapacityBytes - AvailableBytes.\u003c/span\u003e\n \u003cspan class=\"pl-s1\"\u003eUInt64Value\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003eused_bytes\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e3\u003c/span\u003e;\n \u003cspan class=\"pl-c\"\u003e// InodesUsed represents the inodes used by the images.\u003c/span\u003e\n \u003cspan class=\"pl-c\"\u003e// This may not equal InodesCapacity - InodesAvailable because the underlying\u003c/span\u003e\n \u003cspan class=\"pl-c\"\u003e// filesystem may also be used for purposes other than storing images.\u003c/span\u003e\n \u003cspan class=\"pl-s1\"\u003eUInt64Value\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003einodes_used\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e4\u003c/span\u003e;\n}\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThere are three categories or resources: CPU, memory, and filesystem. Each of\nthe resource usage message includes a timestamp to indicate when the usage\nstatistics is collected. This is necessary because some resource usage (e.g.,\nfilesystem) are inherently more expensive to collect and may be updated less\nfrequently than others. Having the timestamp allows the consumer to know how\nstale/fresh the data is, while giving the runtime flexibility to adjust.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eAlthough CRI does not dictate the frequency of the stats update, Kubelet needs\na minimum guarantee of freshness of the stats for certain resources so that it\ncan reclaim them timely when under pressure. We will formulate the requirements\nfor any of such resources and include them in CRI in the near future.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003cem\u003eFor more details on why we request cached stats with timestamps as opposed to\nrequesting stats on-demand, here is the \u003ca href=\"https://github.com/kubernetes/kubernetes/pull/45614#issuecomment-302258090\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/kubernetes/kubernetes/pull/45614/hovercard\"\u003erationale\u003c/a\u003e\nbehind it.\u003c/em\u003e\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eStatus\u003c/h2\u003e\u003ca id=\"user-content-status\" class=\"anchor\" aria-label=\"Permalink: Status\" href=\"#status\"\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\"\u003eThe container metrics calls were added to CRI in Kubernetes 1.7, but Kubelet did not\nyet use it to gather metrics from the runtime. In Kubernetes 1.8, Kubelet was\ngiven the option to \u003ca href=\"https://github.com/kubernetes/kubernetes/pull/51557\" data-hovercard-type=\"pull_request\" data-hovercard-url=\"/kubernetes/kubernetes/pull/51557/hovercard\"\u003econsume the container metrics using CRI\nstats\u003c/a\u003e. See the\n\u003ccode\u003epkg/kubelet/cadvisor.go#UsingLegacyCadvisorStats\u003c/code\u003e\n\u003ca href=\"https://github.com/kubernetes/kubernetes/blob/master/pkg/kubelet/cadvisor/util.go#L73\"\u003efunction\u003c/a\u003e\nfor more information on how Kubelet determines the proper metrics source.\u003c/p\u003e\n\u003c/article\u003e","renderedFileInfo":null,"shortPath":null,"symbolsEnabled":true,"tabSize":8,"topBannersInfo":{"overridingGlobalFundingFile":false,"globalPreferredFundingPath":null,"showInvalidCitationWarning":false,"citationHelpUrl":"https://docs.github.com/github/creating-cloning-and-archiving-repositories/creating-a-repository-on-github/about-citation-files","actionsOnboardingTip":null},"truncated":false,"viewable":true,"workflowRedirectUrl":null,"symbols":{"timed_out":false,"not_analyzed":false,"symbols":[{"name":"Container Runtime Interface: Container Metrics","kind":"section_1","ident_start":2,"ident_end":48,"extent_start":0,"extent_end":1484,"fully_qualified_name":"Container Runtime Interface: Container Metrics","ident_utf16":{"start":{"line_number":0,"utf16_col":2},"end":{"line_number":0,"utf16_col":48}},"extent_utf16":{"start":{"line_number":0,"utf16_col":0},"end":{"line_number":30,"utf16_col":0}}},{"name":"Background","kind":"section_2","ident_start":309,"ident_end":319,"extent_start":306,"extent_end":1484,"fully_qualified_name":"Background","ident_utf16":{"start":{"line_number":8,"utf16_col":3},"end":{"line_number":8,"utf16_col":13}},"extent_utf16":{"start":{"line_number":8,"utf16_col":0},"end":{"line_number":30,"utf16_col":0}}},{"name":"Container Metrics","kind":"section_1","ident_start":1486,"ident_end":1503,"extent_start":1484,"extent_end":5815,"fully_qualified_name":"Container Metrics","ident_utf16":{"start":{"line_number":30,"utf16_col":2},"end":{"line_number":30,"utf16_col":19}},"extent_utf16":{"start":{"line_number":30,"utf16_col":0},"end":{"line_number":124,"utf16_col":0}}},{"name":"Status","kind":"section_2","ident_start":5291,"ident_end":5297,"extent_start":5288,"extent_end":5815,"fully_qualified_name":"Status","ident_utf16":{"start":{"line_number":115,"utf16_col":3},"end":{"line_number":115,"utf16_col":9}},"extent_utf16":{"start":{"line_number":115,"utf16_col":0},"end":{"line_number":124,"utf16_col":0}}}]}},"copilotInfo":null,"copilotAccessAllowed":false,"csrf_tokens":{"/kubernetes/community/branches":{"post":"DYMhjvq6T22EyTbHu3U6zRyHoRHT_0ElVkrtJmTacPu5XvJ2fBguS5TgpO5L06O34-95klj3Bsw80xTWv-8lWQ"},"/repos/preferences":{"post":"_es_jsNjM-SijeFnTPtYhxI7SESVXxZ0Ln1fSkB9iH49n7423gyf5Xdx9WicV_9SfaabrW8FienS77CgzpCzzg"}}},"title":"community/contributors/devel/sig-node/cri-container-stats.md at master · 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aria-labelledby="file-name-id-wide file-name-id-mobile" class="Box-sc-g0xbh4-0 fGqKFv"><div class="Box-sc-g0xbh4-0 eoaCFS js-snippet-clipboard-copy-unpositioned" 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">Container Runtime Interface: Container Metrics</h1><a id="user-content-container-runtime-interface-container-metrics" class="anchor" aria-label="Permalink: Container Runtime Interface: Container Metrics" href="#container-runtime-interface-container-metrics"><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"><a href="/kubernetes/community/blob/master/contributors/devel/sig-node/container-runtime-interface.md">Container runtime interface (CRI)</a> provides an abstraction for container runtimes to integrate with Kubernetes. CRI expects the runtime to provide resource usage statistics for the containers.</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Background</h2><a id="user-content-background" class="anchor" aria-label="Permalink: Background" href="#background"><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">Historically Kubelet relied on the <a href="https://github.com/google/cadvisor">cAdvisor</a> library, an open-source project hosted in a separate repository, to retrieve container metrics such as CPU and memory usage. These metrics are then aggregated and exposed through Kubelet's <a href="https://github.com/kubernetes/kubernetes/blob/master/staging/src/k8s.io/kubelet/pkg/apis/stats/v1alpha1/types.go">Summary API</a> for the monitoring pipeline (and other components) to consume. Any container runtime (e.g., Docker and Rkt) integrated with Kubernetes needed to add a corresponding package in cAdvisor to support tracking container and image file system metrics.</p> <p dir="auto">With CRI being the new abstraction for integration, it was a natural progression to augment CRI to serve container metrics to eliminate a separate integration point.</p> <p dir="auto"><em>See the <a href="https://git.k8s.io/design-proposals-archive/instrumentation/core-metrics-pipeline.md" rel="nofollow">core metrics design proposal</a> for more information on metrics exposed by Kubelet, and <a href="https://git.k8s.io/design-proposals-archive/instrumentation/monitoring_architecture.md" rel="nofollow">monitoring architecture</a> for the evolving monitoring pipeline in Kubernetes.</em></p> <div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">Container Metrics</h1><a id="user-content-container-metrics" class="anchor" aria-label="Permalink: Container Metrics" href="#container-metrics"><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">Kubelet is responsible for creating pod-level cgroups based on the Quality of Service class to which the pod belongs, and passes this as a parent cgroup to the runtime so that it can ensure all resources used by the pod (e.g., pod sandbox, containers) will be charged to the cgroup. Therefore, Kubelet has the ability to track resource usage at the pod level (using the built-in cAdvisor), and the API enhancement focuses on the container-level metrics.</p> <p dir="auto">We include the only a set of metrics that are necessary to fulfill the needs of Kubelet. As the requirements evolve over time, we may extend the API to support more metrics. Below is the API with the metrics supported today.</p> <div class="highlight highlight-source-go notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="// ContainerStats returns stats of the container. If the container does not // exist, the call returns an error. rpc ContainerStats(ContainerStatsRequest) returns (ContainerStatsResponse) {} // ListContainerStats returns stats of all running containers. rpc ListContainerStats(ListContainerStatsRequest) returns (ListContainerStatsResponse) {}"><pre><span class="pl-c">// ContainerStats returns stats of the container. If the container does not</span> <span class="pl-c">// exist, the call returns an error.</span> <span class="pl-s1">rpc</span> <span class="pl-en">ContainerStats</span>(<span class="pl-s1">ContainerStatsRequest</span>) <span class="pl-en">returns</span> (<span class="pl-s1">ContainerStatsResponse</span>) {} <span class="pl-c">// ListContainerStats returns stats of all running containers.</span> <span class="pl-s1">rpc</span> <span class="pl-en">ListContainerStats</span>(<span class="pl-s1">ListContainerStatsRequest</span>) <span class="pl-s1">returns</span> (<span class="pl-s1">ListContainerStatsResponse</span>) {}</pre></div> <div class="highlight highlight-source-go notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="// ContainerStats provides the resource usage statistics for a container. message ContainerStats { // Information of the container. ContainerAttributes attributes = 1; // CPU usage gathered from the container. CpuUsage cpu = 2; // Memory usage gathered from the container. MemoryUsage memory = 3; // Usage of the writable layer. FilesystemUsage writable_layer = 4; } // CpuUsage provides the CPU usage information. message CpuUsage { // Timestamp in nanoseconds at which the information were collected. Must be &gt; 0. int64 timestamp = 1; // Cumulative CPU usage (sum across all cores) since object creation. UInt64Value usage_core_nano_seconds = 2; } // MemoryUsage provides the memory usage information. message MemoryUsage { // Timestamp in nanoseconds at which the information were collected. Must be &gt; 0. int64 timestamp = 1; // The amount of working set memory in bytes. UInt64Value working_set_bytes = 2; } // FilesystemUsage provides the filesystem usage information. message FilesystemUsage { // Timestamp in nanoseconds at which the information were collected. Must be &gt; 0. int64 timestamp = 1; // The underlying storage of the filesystem. StorageIdentifier storage_id = 2; // UsedBytes represents the bytes used for images on the filesystem. // This may differ from the total bytes used on the filesystem and may not // equal CapacityBytes - AvailableBytes. UInt64Value used_bytes = 3; // InodesUsed represents the inodes used by the images. // This may not equal InodesCapacity - InodesAvailable because the underlying // filesystem may also be used for purposes other than storing images. UInt64Value inodes_used = 4; }"><pre><span class="pl-c">// ContainerStats provides the resource usage statistics for a container.</span> <span class="pl-s1">message</span> <span class="pl-smi">ContainerStats</span> { <span class="pl-c">// Information of the container.</span> <span class="pl-s1">ContainerAttributes</span> <span class="pl-s1">attributes</span> <span class="pl-c1">=</span> <span class="pl-c1">1</span>; <span class="pl-c">// CPU usage gathered from the container.</span> <span class="pl-s1">CpuUsage</span> <span class="pl-s1">cpu</span> <span class="pl-c1">=</span> <span class="pl-c1">2</span>; <span class="pl-c">// Memory usage gathered from the container.</span> <span class="pl-s1">MemoryUsage</span> <span class="pl-s1">memory</span> <span class="pl-c1">=</span> <span class="pl-c1">3</span>; <span class="pl-c">// Usage of the writable layer.</span> <span class="pl-s1">FilesystemUsage</span> <span class="pl-s1">writable_layer</span> <span class="pl-c1">=</span> <span class="pl-c1">4</span>; } <span class="pl-c">// CpuUsage provides the CPU usage information.</span> <span class="pl-smi">message</span> <span class="pl-s1">CpuUsage</span> { <span class="pl-c">// Timestamp in nanoseconds at which the information were collected. Must be &gt; 0.</span> <span class="pl-s1">int64</span> <span class="pl-s1">timestamp</span> <span class="pl-c1">=</span> <span class="pl-c1">1</span>; <span class="pl-c">// Cumulative CPU usage (sum across all cores) since object creation.</span> <span class="pl-s1">UInt64Value</span> <span class="pl-s1">usage_core_nano_seconds</span> <span class="pl-c1">=</span> <span class="pl-c1">2</span>; } <span class="pl-c">// MemoryUsage provides the memory usage information.</span> <span class="pl-s1">message</span> <span class="pl-smi">MemoryUsage</span> { <span class="pl-c">// Timestamp in nanoseconds at which the information were collected. Must be &gt; 0.</span> <span class="pl-s1">int64</span> <span class="pl-s1">timestamp</span> <span class="pl-c1">=</span> <span class="pl-c1">1</span>; <span class="pl-c">// The amount of working set memory in bytes.</span> <span class="pl-s1">UInt64Value</span> <span class="pl-s1">working_set_bytes</span> <span class="pl-c1">=</span> <span class="pl-c1">2</span>; } <span class="pl-c">// FilesystemUsage provides the filesystem usage information.</span> <span class="pl-s1">message</span> <span class="pl-smi">FilesystemUsage</span> { <span class="pl-c">// Timestamp in nanoseconds at which the information were collected. Must be &gt; 0.</span> <span class="pl-s1">int64</span> <span class="pl-s1">timestamp</span> <span class="pl-c1">=</span> <span class="pl-c1">1</span>; <span class="pl-c">// The underlying storage of the filesystem.</span> <span class="pl-s1">StorageIdentifier</span> <span class="pl-s1">storage_id</span> <span class="pl-c1">=</span> <span class="pl-c1">2</span>; <span class="pl-c">// UsedBytes represents the bytes used for images on the filesystem.</span> <span class="pl-c">// This may differ from the total bytes used on the filesystem and may not</span> <span class="pl-c">// equal CapacityBytes - AvailableBytes.</span> <span class="pl-s1">UInt64Value</span> <span class="pl-s1">used_bytes</span> <span class="pl-c1">=</span> <span class="pl-c1">3</span>; <span class="pl-c">// InodesUsed represents the inodes used by the images.</span> <span class="pl-c">// This may not equal InodesCapacity - InodesAvailable because the underlying</span> <span class="pl-c">// filesystem may also be used for purposes other than storing images.</span> <span class="pl-s1">UInt64Value</span> <span class="pl-s1">inodes_used</span> <span class="pl-c1">=</span> <span class="pl-c1">4</span>; }</pre></div> <p dir="auto">There are three categories or resources: CPU, memory, and filesystem. Each of the resource usage message includes a timestamp to indicate when the usage statistics is collected. This is necessary because some resource usage (e.g., filesystem) are inherently more expensive to collect and may be updated less frequently than others. Having the timestamp allows the consumer to know how stale/fresh the data is, while giving the runtime flexibility to adjust.</p> <p dir="auto">Although CRI does not dictate the frequency of the stats update, Kubelet needs a minimum guarantee of freshness of the stats for certain resources so that it can reclaim them timely when under pressure. We will formulate the requirements for any of such resources and include them in CRI in the near future.</p> <p dir="auto"><em>For more details on why we request cached stats with timestamps as opposed to requesting stats on-demand, here is the <a href="https://github.com/kubernetes/kubernetes/pull/45614#issuecomment-302258090" data-hovercard-type="pull_request" data-hovercard-url="/kubernetes/kubernetes/pull/45614/hovercard">rationale</a> behind it.</em></p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Status</h2><a id="user-content-status" class="anchor" aria-label="Permalink: Status" href="#status"><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">The container metrics calls were added to CRI in Kubernetes 1.7, but Kubelet did not yet use it to gather metrics from the runtime. In Kubernetes 1.8, Kubelet was given the option to <a href="https://github.com/kubernetes/kubernetes/pull/51557" data-hovercard-type="pull_request" data-hovercard-url="/kubernetes/kubernetes/pull/51557/hovercard">consume the container metrics using CRI stats</a>. See the <code>pkg/kubelet/cadvisor.go#UsingLegacyCadvisorStats</code> <a href="https://github.com/kubernetes/kubernetes/blob/master/pkg/kubelet/cadvisor/util.go#L73">function</a> for more information on how Kubelet determines the proper metrics source.</p> </article></div><button hidden=""></button></section></div></div></div> <!-- --> <!-- --> </div></div></div><div class="Box-sc-g0xbh4-0"></div></div></div></div></div><div id="find-result-marks-container" class="Box-sc-g0xbh4-0 cCoXib"></div><button hidden="" data-testid="" data-hotkey-scope="read-only-cursor-text-area"></button><button hidden=""></button></div> <!-- --> <!-- --> <script type="application/json" id="__PRIMER_DATA_:R0:__">{"resolvedServerColorMode":"day"}</script></div> </react-app> </turbo-frame> </div> </turbo-frame> </main> </div> </div> <footer class="footer pt-8 pb-6 f6 color-fg-muted p-responsive" role="contentinfo" > <h2 class='sr-only'>Footer</h2> <div class="d-flex flex-justify-center flex-items-center 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