1090 lines
314 KiB
HTML
1090 lines
314 KiB
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class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-issue-opened NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path></svg>Issues</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy 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Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Manage code changes</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/features/code-quality" data-analytics-event="{"action":"code_quality","tag":"link","context":"platform","location":"navbar","label":"code_quality_link_platform_navbar"}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy 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4.682-.983 1.498-2.585 2.813-5.032 3.855a1.697 1.697 0 0 1-1.33 0c-2.447-1.042-4.049-2.357-5.032-3.855C1.32 10.182 1 8.566 1 7V3.48a1.75 1.75 0 0 1 1.217-1.667l5.25-1.68a1.748 1.748 0 0 1 1.066 0Zm-.61 1.429.001.001-5.25 1.68a.251.251 0 0 0-.174.237V7c0 1.36.275 2.666 1.057 3.859.784 1.194 2.121 2.342 4.366 3.298a.196.196 0 0 0 .154 0c2.245-.957 3.582-2.103 4.366-3.297C13.225 9.666 13.5 8.358 13.5 7V3.48a.25.25 0 0 0-.174-.238l-5.25-1.68a.25.25 0 0 0-.153 0ZM11.28 6.28l-3.5 3.5a.75.75 0 0 1-1.06 0l-1.5-1.5a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l.97.97 2.97-2.97a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042Z"></path></svg>GitHub Advanced Security</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Find and fix vulnerabilities</span></span></a></li><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0 NavLink-module__link__EG3d4" href="https://github.com/security/advanced-security/code-security" data-analytics-event="{"action":"code_security","tag":"link","context":"platform","location":"navbar","label":"code_security_link_platform_navbar"}"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Link-module__Link--label___jM8Ty"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-code-square NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M0 1.75C0 .784.784 0 1.75 0h12.5C15.216 0 16 .784 16 1.75v12.5A1.75 1.75 0 0 1 14.25 16H1.75A1.75 1.75 0 0 1 0 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25V1.75a.25.25 0 0 0-.25-.25Zm7.47 3.97a.75.75 0 0 1 1.06 0l2 2a.75.75 0 0 1 0 1.06l-2 2a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L10.69 8 9.22 6.53a.75.75 0 0 1 0-1.06ZM6.78 6.53 5.31 8l1.47 1.47a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215l-2-2a.75.75 0 0 1 0-1.06l2-2a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042Z"></path></svg>Code security</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD 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Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavLink-module__title__Q7t0p"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-lock NavLink-module__icon__ltGNM" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M4 4a4 4 0 0 1 8 0v2h.25c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 12.25 15h-8.5A1.75 1.75 0 0 1 2 13.25v-5.5C2 6.784 2.784 6 3.75 6H4Zm8.25 3.5h-8.5a.25.25 0 0 0-.25.25v5.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-5.5a.25.25 0 0 0-.25-.25ZM10.5 6V4a2.5 2.5 0 1 0-5 0v2Z"></path></svg>Secret protection</span><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--200____P1wy Primer_Brand__Text-module__Text--antialiased___TYoXS NavLink-module__subtitle__X4gkW">Stop leaks before they start</span></span></a></li></ul></div></li><li><div class="NavGroup-module__group__W8SqJ NavGroup-module__hasSeparator__FnMrN"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--monospace___QXHDQ Primer_Brand__Text-module__Text--muted___rE6mh Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ NavGroup-module__title__Wzxz2" id="_R_hknd_">EXPLORE</span><ul class="NavGroup-module__list__UCOFy" aria-labelledby="_R_hknd_"><li><a class="Primer_Brand__Link-module__Link___lF11y Primer_Brand__Link-module__Link--default___VRVW0" href="https://github.com/why-github" 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Primer_Brand__Button-module__Button--size-small___zQrEw AuthCTAs-module__cta__WpwQq AuthCTAs-module__desktopActionGap__UZuXT AuthCTAs-module__hiddenBelowLg__BfKBw" href="/login?return_to=https%3A%2F%2Fgithub.com%2Flexelby%2Fapiary" data-analytics-event="{"action":"sign_in","tag":"link","context":"auth_cta","location":"header","label":"sign_in_link_auth_cta_header"}" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"site header menu","repository_id":null,"auth_type":"SIGN_UP","originating_url":"https://github.com/lexelby/apiary","user_id":null}}" data-hydro-click-hmac="32d13690c6429b5a5e001e0a7d8949514683acdc06edcd077376d43e418ed6f8"><span class="Primer_Brand__Button-module__Button__text___ED0bX"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ Primer_Brand__Button-module__Button--label___qrkyz Primer_Brand__Button-module__Button--label-subtle___8ndWH">Sign in</span></span></a></div><a class="Primer_Brand__Button-module__Button___scH9Z Primer_Brand__Button-module__Button--secondary___gHnw_ Primer_Brand__Button-module__Button--size-small___zQrEw AuthCTAs-module__cta__WpwQq" href="/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=lexelby%2Fapiary" data-analytics-event="{"action":"sign_up","tag":"link","context":"auth_cta","location":"header","label":"sign_up_link_auth_cta_header"}" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"site header menu","repository_id":null,"auth_type":"SIGN_UP","originating_url":"https://github.com/lexelby/apiary","user_id":null}}" data-hydro-click-hmac="32d13690c6429b5a5e001e0a7d8949514683acdc06edcd077376d43e418ed6f8"><span class="Primer_Brand__Button-module__Button__text___ED0bX"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ Primer_Brand__Button-module__Button--label___qrkyz Primer_Brand__Button-module__Button--label-secondary___eJ0_a">Sign up</span></span></a><button class="Primer_Brand__Button-module__Button___scH9Z Primer_Brand__Button-module__Button--subtle___F7pEE Primer_Brand__Button-module__Button--size-small___zQrEw HeaderAppearanceSettings-module__trigger__hUheK" type="button" aria-haspopup="dialog" aria-labelledby="_R_fbd_"><span class="Primer_Brand__Button-module__Button__leading-visual___jjtTe" data-testid="Button-leading-visual"><svg data-component="Octicon" focusable="false" aria-hidden="true" class="octicon octicon-sliders Primer_Brand__Button-module__Button__icon-visual____qybb" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M15 2.75a.75.75 0 0 1-.75.75h-4a.75.75 0 0 1 0-1.5h4a.75.75 0 0 1 .75.75Zm-8.5.75v1.25a.75.75 0 0 0 1.5 0v-4a.75.75 0 0 0-1.5 0V2H1.75a.75.75 0 0 0 0 1.5H6.5Zm1.25 5.25a.75.75 0 0 0 0-1.5h-6a.75.75 0 0 0 0 1.5h6ZM15 8a.75.75 0 0 1-.75.75H11.5V10a.75.75 0 1 1-1.5 0V6a.75.75 0 0 1 1.5 0v1.25h2.75A.75.75 0 0 1 15 8Zm-9 5.25v-2a.75.75 0 0 0-1.5 0v1.25H1.75a.75.75 0 0 0 0 1.5H4.5v1.25a.75.75 0 0 0 1.5 0v-2Zm9 0a.75.75 0 0 1-.75.75h-6a.75.75 0 0 1 0-1.5h6a.75.75 0 0 1 .75.75Z"></path></svg></span><span class="Primer_Brand__Button-module__Button__text___ED0bX"><span class="Primer_Brand__Text-module__Text___XeGJJ Primer_Brand__Text-module__Text-font--mona-sans___a8XJD Primer_Brand__Text-module__Text--default___GhPh_ Primer_Brand__Text-module__Text--100___B2ueX Primer_Brand__Text-module__Text--weight-medium___qJKf_ Primer_Brand__Button-module__Button--label___qrkyz Primer_Brand__Button-module__Button--label-subtle___8ndWH"></span></span></button><div class="Primer_Brand__Tooltip-module__Tooltip___0Eipx" data-direction="s" aria-hidden="true" id="_R_fbd_">Appearance settings</div></div></div></div></div><div class="MarketingHeader-module__bottomBorder__uZT38" aria-hidden="true"></div></header></div></div>
|
||
</react-partial>
|
||
|
||
|
||
|
||
<div hidden="hidden" data-view-component="true" class="js-stale-session-flash stale-session-flash flash flash-warn flash-full">
|
||
|
||
<svg aria-hidden="true" data-component="Octicon" 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 class="Link--inTextBlock" href="">Reload</a> to refresh your session.</span>
|
||
<span class="js-stale-session-flash-signed-out" hidden>You signed out in another tab or window. <a class="Link--inTextBlock" href="">Reload</a> to refresh your session.</span>
|
||
<span class="js-stale-session-flash-switched" hidden>You switched accounts on another tab or window. <a class="Link--inTextBlock" href="">Reload</a> to refresh your session.</span>
|
||
|
||
<button id="icon-button-a77b0ad0-1163-48ed-98ef-802d0f197199" aria-labelledby="tooltip-b7606937-7195-4158-9078-b9c9ae215417" type="button" data-view-component="true" class="Button Button--iconOnly Button--invisible Button--medium flash-close js-flash-close"> <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x Button-visual">
|
||
<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><tool-tip id="tooltip-b7606937-7195-4158-9078-b9c9ae215417" for="icon-button-a77b0ad0-1163-48ed-98ef-802d0f197199" 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" data-component="Octicon" 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
|
||
data-project-hovercards-enabled
|
||
>
|
||
<div itemscope itemtype="http://schema.org/SoftwareSourceCode" class="">
|
||
<main id="js-repo-pjax-container" >
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<div id="repository-container-header" class="tmp-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 tmp-mb-3 tmp-px-3 tmp-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" data-component="Octicon" 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 tmp-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="user" data-hovercard-url="/users/lexelby/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="/lexelby">
|
||
lexelby
|
||
</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="/lexelby/apiary">apiary</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=%2Flexelby%2Fapiary" rel="nofollow" id="repository-details-watch-button" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"notification subscription menu watch","repository_id":null,"auth_type":"LOG_IN","originating_url":"https://github.com/lexelby/apiary","user_id":null}}" data-hydro-click-hmac="9fc785e3e05c5bc667becd4474a5c7102b00102db02b408acbcb4c170adda45a" aria-label="You must be signed in to change notification settings" data-view-component="true" class="btn-sm btn"> <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-bell mr-2 tmp-mr-2">
|
||
<path d="M8 16a2 2 0 0 0 1.985-1.75c.017-.137-.097-.25-.235-.25h-3.5c-.138 0-.252.113-.235.25A2 2 0 0 0 8 16ZM3 5a5 5 0 0 1 10 0v2.947c0 .05.015.098.042.139l1.703 2.555A1.519 1.519 0 0 1 13.482 13H2.518a1.516 1.516 0 0 1-1.263-2.36l1.703-2.554A.255.255 0 0 0 3 7.947Zm5-3.5A3.5 3.5 0 0 0 4.5 5v2.947c0 .346-.102.683-.294.97l-1.703 2.556a.017.017 0 0 0-.003.01l.001.006c0 .002.002.004.004.006l.006.004.007.001h10.964l.007-.001.006-.004.004-.006.001-.007a.017.017 0 0 0-.003-.01l-1.703-2.554a1.745 1.745 0 0 1-.294-.97V5A3.5 3.5 0 0 0 8 1.5Z"></path>
|
||
</svg>Notifications
|
||
</a> <tool-tip id="tooltip-8100e32c-9016-426e-9c75-196fd62a5478" for="repository-details-watch-button" popover="manual" data-direction="s" data-type="description" data-view-component="true" class="sr-only position-absolute">You must be signed in to change notification settings</tool-tip>
|
||
|
||
</li>
|
||
|
||
<li>
|
||
<a icon="repo-forked" id="fork-button" href="/login?return_to=%2Flexelby%2Fapiary" rel="nofollow" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"repo details fork button","repository_id":17488948,"auth_type":"LOG_IN","originating_url":"https://github.com/lexelby/apiary","user_id":null}}" data-hydro-click-hmac="90cad17c5fe4085e88065a4e96861fc66a54763eec14569405f13224d6fbefe7" data-view-component="true" class="btn-sm btn"> <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo-forked mr-2 tmp-mr-2">
|
||
<path d="M5 5.372v.878c0 .414.336.75.75.75h4.5a.75.75 0 0 0 .75-.75v-.878a2.25 2.25 0 1 1 1.5 0v.878a2.25 2.25 0 0 1-2.25 2.25h-1.5v2.128a2.251 2.251 0 1 1-1.5 0V8.5h-1.5A2.25 2.25 0 0 1 3.5 6.25v-.878a2.25 2.25 0 1 1 1.5 0ZM5 3.25a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Zm6.75.75a.75.75 0 1 0 0-1.5.75.75 0 0 0 0 1.5Zm-3 8.75a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Z"></path>
|
||
</svg>Fork
|
||
<span id="repo-network-counter" data-pjax-replace="true" data-turbo-replace="true" title="1" data-view-component="true" class="Counter">1</span>
|
||
</a>
|
||
</li>
|
||
|
||
<li>
|
||
<div data-view-component="true" class="BtnGroup d-flex">
|
||
<a href="/login?return_to=%2Flexelby%2Fapiary" rel="nofollow" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"star button","repository_id":17488948,"auth_type":"LOG_IN","originating_url":"https://github.com/lexelby/apiary","user_id":null}}" data-hydro-click-hmac="31ef97f3f0400d0ed6f08857fa742fadf6415c8298759bbd577eb807f473d0e0" aria-label="You must be signed in to star a repository" data-view-component="true" class="tooltipped tooltipped-sw btn-sm btn"> <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-star v-align-text-bottom d-inline-block mr-2 tmp-mr-2">
|
||
<path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path>
|
||
</svg><span data-view-component="true" class="d-inline">
|
||
Star
|
||
</span> <span id="repo-stars-counter-star" aria-label="16 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="16" data-view-component="true" class="Counter js-social-count">16</span>
|
||
</a></div>
|
||
</li>
|
||
|
||
</ul>
|
||
|
||
</div>
|
||
</div>
|
||
|
||
<div id="responsive-meta-container" data-turbo-replace>
|
||
</div>
|
||
|
||
|
||
<nav data-pjax="#js-repo-pjax-container" aria-label="Repository" data-view-component="true" class="js-repo-nav js-sidenav-container-pjax js-responsive-underlinenav overflow-hidden UnderlineNav px-3 tmp-px-3 px-md-4 tmp-px-md-4 px-lg-5 tmp-px-lg-5">
|
||
|
||
<ul data-view-component="true" class="UnderlineNav-body list-style-none">
|
||
<li data-view-component="true" class="d-inline-flex">
|
||
<a id="code-tab" href="/lexelby/apiary" data-tab-item="i0code-tab" data-selected-links="repo_source repo_downloads repo_commits repo_releases repo_tags repo_branches repo_packages repo_deployments repo_attestations /lexelby/apiary" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g c" data-command-id="repositories:go-to-code" data-react-nav="code-view" data-react-nav-anchor="code-view-repo-link" data-analytics-event="{"category":"Underline navbar","action":"Click tab","label":"Code","target":"UNDERLINE_NAV.TAB"}" aria-current="page" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item selected">
|
||
|
||
<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code UnderlineNav-octicon d-none d-sm-inline">
|
||
<path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 1 0-1.06Z"></path>
|
||
</svg>
|
||
<span data-content="Code">Code</span>
|
||
<span id="code-repo-tab-count" data-pjax-replace="" data-turbo-replace="" title="Not available" data-view-component="true" class="Counter"></span>
|
||
|
||
|
||
|
||
</a></li>
|
||
<li data-view-component="true" class="d-inline-flex">
|
||
<a id="issues-tab" href="/lexelby/apiary/issues" data-tab-item="i1issues-tab" data-selected-links="repo_issues repo_labels repo_milestones /lexelby/apiary/issues" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g i" data-command-id="repositories:go-to-issues" data-react-nav="issues-react" data-analytics-event="{"category":"Underline navbar","action":"Click tab","label":"Issues","target":"UNDERLINE_NAV.TAB"}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item">
|
||
|
||
<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-issue-opened UnderlineNav-octicon d-none d-sm-inline">
|
||
<path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path>
|
||
</svg>
|
||
<span data-content="Issues">Issues</span>
|
||
<span id="issues-repo-tab-count" data-pjax-replace="" data-turbo-replace="" title="0" hidden="hidden" data-view-component="true" class="Counter">0</span>
|
||
|
||
|
||
|
||
</a></li>
|
||
<li data-view-component="true" class="d-inline-flex">
|
||
<a id="pull-requests-tab" href="/lexelby/apiary/pulls" data-tab-item="i2pull-requests-tab" data-selected-links="repo_pulls checks /lexelby/apiary/pulls" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g p" data-command-id="repositories:go-to-pull-requests" data-analytics-event="{"category":"Underline navbar","action":"Click tab","label":"Pull requests","target":"UNDERLINE_NAV.TAB"}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item">
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<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-pull-request UnderlineNav-octicon d-none d-sm-inline">
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<path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path>
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<span data-content="Pull requests">Pull requests</span>
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<a id="actions-tab" href="/lexelby/apiary/actions" data-tab-item="i3actions-tab" data-selected-links="repo_actions /lexelby/apiary/actions" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g a" data-command-id="repositories:go-to-actions" data-react-nav="actions-workflows" data-analytics-event="{"category":"Underline navbar","action":"Click tab","label":"Actions","target":"UNDERLINE_NAV.TAB"}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item">
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<span data-content="Actions">Actions</span>
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<a id="projects-tab" href="/lexelby/apiary/projects" data-tab-item="i4projects-tab" data-selected-links="repo_projects new_repo_project repo_project /lexelby/apiary/projects" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g b" data-command-id="repositories:go-to-projects" data-analytics-event="{"category":"Underline navbar","action":"Click tab","label":"Projects","target":"UNDERLINE_NAV.TAB"}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item">
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<path d="M0 1.75C0 .784.784 0 1.75 0h12.5C15.216 0 16 .784 16 1.75v12.5A1.75 1.75 0 0 1 14.25 16H1.75A1.75 1.75 0 0 1 0 14.25ZM6.5 6.5v8h7.75a.25.25 0 0 0 .25-.25V6.5Zm8-1.5V1.75a.25.25 0 0 0-.25-.25H6.5V5Zm-13 1.5v7.75c0 .138.112.25.25.25H5v-8ZM5 5V1.5H1.75a.25.25 0 0 0-.25.25V5Z"></path>
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<a id="wiki-tab" href="/lexelby/apiary/wiki" data-tab-item="i5wiki-tab" data-selected-links="repo_wiki /lexelby/apiary/wiki" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g w" data-command-id="repositories:go-to-wiki" data-analytics-event="{"category":"Underline navbar","action":"Click tab","label":"Wiki","target":"UNDERLINE_NAV.TAB"}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item">
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<a id="security-and-quality-tab" href="/lexelby/apiary/security" data-tab-item="i6security-and-quality-tab" data-selected-links="security overview alerts policy token_scanning code_scanning /lexelby/apiary/security" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g s" data-command-id="repositories:go-to-security" data-analytics-event="{"category":"Underline navbar","action":"Click tab","label":"Security and quality","target":"UNDERLINE_NAV.TAB"}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item">
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<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-shield UnderlineNav-octicon d-none d-sm-inline">
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<path d="M7.467.133a1.748 1.748 0 0 1 1.066 0l5.25 1.68A1.75 1.75 0 0 1 15 3.48V7c0 1.566-.32 3.182-1.303 4.682-.983 1.498-2.585 2.813-5.032 3.855a1.697 1.697 0 0 1-1.33 0c-2.447-1.042-4.049-2.357-5.032-3.855C1.32 10.182 1 8.566 1 7V3.48a1.75 1.75 0 0 1 1.217-1.667Zm.61 1.429a.25.25 0 0 0-.153 0l-5.25 1.68a.25.25 0 0 0-.174.238V7c0 1.358.275 2.666 1.057 3.86.784 1.194 2.121 2.34 4.366 3.297a.196.196 0 0 0 .154 0c2.245-.956 3.582-2.104 4.366-3.298C13.225 9.666 13.5 8.36 13.5 7V3.48a.251.251 0 0 0-.174-.237l-5.25-1.68ZM8.75 4.75v3a.75.75 0 0 1-1.5 0v-3a.75.75 0 0 1 1.5 0ZM9 10.5a1 1 0 1 1-2 0 1 1 0 0 1 2 0Z"></path>
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</svg>
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<span data-content="Security and quality">Security and quality</span>
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<span id="security-and-quality-repo-tab-count" data-pjax-replace="" data-turbo-replace="" title="0" hidden="hidden" data-view-component="true" class="Counter">0</span>
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<li data-view-component="true" class="d-inline-flex">
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<a id="insights-tab" href="/lexelby/apiary/pulse" data-tab-item="i7insights-tab" data-selected-links="repo_graphs repo_contributors dependency_graph dependabot_updates pulse people community /lexelby/apiary/pulse" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-command-id="repositories:go-to-insights" data-analytics-event="{"category":"Underline navbar","action":"Click tab","label":"Insights","target":"UNDERLINE_NAV.TAB"}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item">
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<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-graph UnderlineNav-octicon d-none d-sm-inline">
|
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<path d="M1.5 1.75V13.5h13.75a.75.75 0 0 1 0 1.5H.75a.75.75 0 0 1-.75-.75V1.75a.75.75 0 0 1 1.5 0Zm14.28 2.53-5.25 5.25a.75.75 0 0 1-1.06 0L7 7.06 4.28 9.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.25-3.25a.75.75 0 0 1 1.06 0L10 7.94l4.72-4.72a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042Z"></path>
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</svg>
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<span data-content="Insights">Insights</span>
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<span id="insights-repo-tab-count" data-pjax-replace="" data-turbo-replace="" title="Not available" data-view-component="true" class="Counter"></span>
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</a></li>
|
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</ul>
|
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<div style="visibility:hidden;" data-view-component="true" class="UnderlineNav-actions js-responsive-underlinenav-overflow position-absolute pr-3 tmp-pr-3 pr-md-4 tmp-pr-md-4 pr-lg-5 tmp-pr-lg-5 right-0"> <action-menu data-select-variant="none" data-view-component="true">
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<focus-group direction="vertical" mnemonics retain>
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<button id="action-menu-52dde387-b11c-4654-98ab-dfdd78b6df38-button" popovertarget="action-menu-52dde387-b11c-4654-98ab-dfdd78b6df38-overlay" aria-controls="action-menu-52dde387-b11c-4654-98ab-dfdd78b6df38-list" aria-haspopup="true" aria-labelledby="tooltip-743a5454-34dd-438e-9833-c6282a4edef5" type="button" data-view-component="true" class="Button Button--iconOnly Button--secondary Button--medium UnderlineNav-item"> <svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-kebab-horizontal Button-visual">
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<path d="M8 9a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3ZM1.5 9a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Zm13 0a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path>
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</svg>
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</button><tool-tip id="tooltip-743a5454-34dd-438e-9833-c6282a4edef5" for="action-menu-52dde387-b11c-4654-98ab-dfdd78b6df38-button" popover="manual" data-direction="s" data-type="label" data-view-component="true" class="sr-only position-absolute">Additional navigation options</tool-tip>
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<anchored-position data-target="action-menu.overlay" id="action-menu-52dde387-b11c-4654-98ab-dfdd78b6df38-overlay" anchor="action-menu-52dde387-b11c-4654-98ab-dfdd78b6df38-button" align="start" side="outside-bottom" anchor-offset="normal" popover="auto" data-view-component="true">
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<div data-view-component="true" class="Overlay Overlay--size-auto">
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<div data-view-component="true" class="Overlay-body Overlay-body--paddingNone"> <action-list>
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<div data-view-component="true">
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<ul aria-labelledby="action-menu-52dde387-b11c-4654-98ab-dfdd78b6df38-button" id="action-menu-52dde387-b11c-4654-98ab-dfdd78b6df38-list" role="menu" data-view-component="true" class="ActionListWrap--inset ActionListWrap">
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<a tabindex="-1" id="item-ea1a963a-1714-4165-9130-b7000d9a164f" href="/lexelby/apiary" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16">
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<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code">
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<path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 1 0-1.06Z"></path>
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</svg>
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<span data-view-component="true" class="ActionListItem-label">
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Code
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<a tabindex="-1" id="item-ce85ff5d-61c2-4195-a5f6-c878416b2a59" href="/lexelby/apiary/issues" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16">
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<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-issue-opened">
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<path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path>
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</svg>
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</span>
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<span data-view-component="true" class="ActionListItem-label">
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Issues
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</a>
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<li hidden="hidden" data-menu-item="i2pull-requests-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem">
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<a tabindex="-1" id="item-777b3996-c40b-4ff9-8c3a-e5aa4f8625ce" href="/lexelby/apiary/pulls" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16">
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<span class="ActionListItem-visual ActionListItem-visual--leading">
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<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-pull-request">
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<path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path>
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</svg>
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</span>
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<span data-view-component="true" class="ActionListItem-label">
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Pull requests
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</span>
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</a>
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<li hidden="hidden" data-menu-item="i3actions-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem">
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<a tabindex="-1" id="item-0e47f93a-7a89-4d2a-9e47-7616108273c1" href="/lexelby/apiary/actions" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16">
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<span class="ActionListItem-visual ActionListItem-visual--leading">
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<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-play">
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<path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Zm4.879-2.773 4.264 2.559a.25.25 0 0 1 0 .428l-4.264 2.559A.25.25 0 0 1 6 10.559V5.442a.25.25 0 0 1 .379-.215Z"></path>
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</svg>
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</span>
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<span data-view-component="true" class="ActionListItem-label">
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Actions
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</span>
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</a>
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<li hidden="hidden" data-menu-item="i4projects-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem">
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<a tabindex="-1" id="item-ac9c12f0-f2e3-4f52-8cc5-e975f625a121" href="/lexelby/apiary/projects" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16">
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<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-table">
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<path d="M0 1.75C0 .784.784 0 1.75 0h12.5C15.216 0 16 .784 16 1.75v12.5A1.75 1.75 0 0 1 14.25 16H1.75A1.75 1.75 0 0 1 0 14.25ZM6.5 6.5v8h7.75a.25.25 0 0 0 .25-.25V6.5Zm8-1.5V1.75a.25.25 0 0 0-.25-.25H6.5V5Zm-13 1.5v7.75c0 .138.112.25.25.25H5v-8ZM5 5V1.5H1.75a.25.25 0 0 0-.25.25V5Z"></path>
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</svg>
|
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</span>
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<span data-view-component="true" class="ActionListItem-label">
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Projects
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</span>
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</a>
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</li>
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<li hidden="hidden" data-menu-item="i5wiki-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem">
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<a tabindex="-1" id="item-75606072-b83f-452c-a23e-bfa2caa4d46a" href="/lexelby/apiary/wiki" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16">
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<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-book">
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<path d="M0 1.75A.75.75 0 0 1 .75 1h4.253c1.227 0 2.317.59 3 1.501A3.743 3.743 0 0 1 11.006 1h4.245a.75.75 0 0 1 .75.75v10.5a.75.75 0 0 1-.75.75h-4.507a2.25 2.25 0 0 0-1.591.659l-.622.621a.75.75 0 0 1-1.06 0l-.622-.621A2.25 2.25 0 0 0 5.258 13H.75a.75.75 0 0 1-.75-.75Zm7.251 10.324.004-5.073-.002-2.253A2.25 2.25 0 0 0 5.003 2.5H1.5v9h3.757a3.75 3.75 0 0 1 1.994.574ZM8.755 4.75l-.004 7.322a3.752 3.752 0 0 1 1.992-.572H14.5v-9h-3.495a2.25 2.25 0 0 0-2.25 2.25Z"></path>
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</svg>
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</span>
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<span data-view-component="true" class="ActionListItem-label">
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Wiki
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</span>
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</a>
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</li>
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<script type="application/json" data-target="react-app.embeddedData">{"payload":{"codeViewRepoRoute":{"path":"/","refInfo":{"name":"master","listCacheKey":"v0:1394132638.0","canEdit":false,"refType":"branch","currentOid":"80d8ef13f2425591f091ca6649d3c9d9828438e8"},"tree":{"items":[{"name":"LICENSES","path":"LICENSES","contentType":"directory"},{"name":"apiary","path":"apiary","contentType":"directory"},{"name":"bin","path":"bin","contentType":"directory"},{"name":"debian","path":"debian","contentType":"directory"},{"name":"historical","path":"historical","contentType":"directory"},{"name":".gitignore","path":".gitignore","contentType":"file"},{"name":".hgignore","path":".hgignore","contentType":"file"},{"name":"LICENSE","path":"LICENSE","contentType":"file"},{"name":"README.md","path":"README.md","contentType":"file"},{"name":"setup.py","path":"setup.py","contentType":"file"},{"name":"test.jobs","path":"test.jobs","contentType":"file"}],"totalCount":11,"templateDirectorySuggestionUrl":null,"readme":null,"showBranchInfobar":false},"userNameDisplayConfiguration":null,"treeExpanded":false,"symbolsExpanded":false,"copilotSWEAgentEnabled":false,"copilotAccessAllowed":false,"isOverview":true,"overview":{"banners":{"shouldRecommendReadme":false,"isPersonalRepo":false,"showUseActionBanner":false,"actionSlug":null,"actionId":null,"showProtectBranchBanner":false,"requiredCustomPropertyValuesMissingCount":0,"transactionalMessageBanner":null,"publishBannersInfo":{"dismissActionNoticePath":"/settings/dismiss-notice/publish_action_from_repo","releasePath":"/lexelby/apiary/releases/new?marketplace=true","showPublishActionBanner":false},"interactionLimitBanner":null,"showInvitationBanner":false,"inviterName":null,"actionsMigrationBannerInfo":{"releaseTags":[],"showImmutableActionsMigrationBanner":false,"initialMigrationStatus":null},"copilotSurveyBanner":null,"showSpammyBanner":false,"blockedContributorsBanner":null,"codespacesSurveyBanner":null},"codeButton":{"contactPath":"/contact","isEnterprise":false,"local":{"protocolInfo":{"httpAvailable":true,"sshAvailable":null,"httpUrl":"https://github.com/lexelby/apiary.git","showCloneWarning":null,"sshUrl":null,"sshCertificatesRequired":null,"sshCertificatesAvailable":null,"ghCliUrl":"gh repo clone lexelby/apiary","defaultProtocol":"http","newSshKeyUrl":"/settings/ssh/new","setProtocolPath":"/users/set_protocol?protocol_type=clone"},"platformInfo":{"cloneUrl":"https://desktop.github.com","showVisualStudioCloneButton":false,"visualStudioCloneUrl":"https://windows.github.com","showXcodeCloneButton":false,"xcodeCloneUrl":"xcode://clone?repo=https%3A%2F%2Fgithub.com%2Flexelby%2Fapiary","zipballUrl":"/lexelby/apiary/archive/refs/heads/master.zip"}},"newCodespacePath":"/codespaces/new?hide_repo_select=true\u0026repo=17488948"},"popovers":{"rename":null,"renamedParentRepo":null},"commitCount":"124","overviewFiles":[{"displayName":"README.md","repoName":"apiary","refName":"master","path":"README.md","preferredFileType":"readme","tabName":"README","richText":"\u003carticle 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\"\u003eSUMMARY\u003c/h1\u003e\u003ca id=\"user-content-summary\" class=\"anchor\" aria-label=\"Permalink: SUMMARY\" href=\"#summary\"\u003e\u003csvg data-component=\"Octicon\" 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\"\u003eApiary is a multi-protocol load testing and benchmarking tool. Unlike most load-testing tools that generate artificial load programmatically, Apiary replays captured production load at a test host. This is critically important in allowing you to gather useful information that lets you make confident predictions of how a system will perform in production. Apiary goes to a lot of trouble to replay traffic with the same timing and parallelization as seen in the captured traffic. It can also simulate higher or lower load by adjusting the time scale by an arbitrary floating-point multiple.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eTo use apiary, you capture production traffic using your favorite tool that generates a pcap file (\u003ccode\u003etcpdump\u003c/code\u003e, \u003ccode\u003egulp\u003c/code\u003e, etc). Next you post-process the pcap file into a \u003ccode\u003e.jobs\u003c/code\u003e file, which describes the sequences of requests that each simulated client will make, along with their exact timings. Optionally, you can then analyze this jobs file to determine the number of worker threads you'll need. Finally, you run apiary, which fires off queries and tabulates statistics.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThe Apiary project is a toolset containing the following components:\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ccode\u003ebin/apiary\u003c/code\u003e, the load simulation tool\u003c/li\u003e\n\u003cli\u003evarious scripts to process pcap files into \u003ccode\u003e.jobs\u003c/code\u003e files (\u003ccode\u003ebin/genjobs-*\u003c/code\u003e)\u003c/li\u003e\n\u003cli\u003eother scripts such as \u003ccode\u003ebin/count-concurrent-jobs\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eprotocol plugins\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003ePERFORMANCE\u003c/h1\u003e\u003ca id=\"user-content-performance\" class=\"anchor\" aria-label=\"Permalink: PERFORMANCE\" href=\"#performance\"\u003e\u003csvg data-component=\"Octicon\" 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\"\u003eApiary has been used to produce 30,000+ MySQL queries per second when run on a powerful test system. It has also produced 3000 HTTP requests per second on a moderately powerful test system, and 100,000 CountDB (simple TCP) requests per second. It can run 6000 simultaneous worker threads without issue and maintain proper timing.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThe overall structure of Apiary is multiple processes with multiple threads per process, similar to Apache's \u003ccode\u003empm_worker\u003c/code\u003e. The 6000 thread scenario mentioned above involved 100 worker processes, each with 60 threads. Common wisdom is that Python is terrible at threads due to the Global Interpreter Lock(GIL), and that 6000 processes would be too heavy-weight and would consume too much memory to be feasible. This would indicate an asynchronous approach such as twisted, eventlet, etc. However, because most of Apiary's worker threads are blocked on IO the vast majority of the time, the GIL doesn't slow things down too badly. Somewhat surprisingly, a reasonably powerful multiprocessor Linux machine is perfectly capable of running 6000 threads doing lots of blocking IO without spending too much time context-switching.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eIn the most recent incarnation of Apiary (see HISTORY), no attempt has yet been made to automatically run workers on multiple hosts. This can still be accomplished through the use of --skip and --offset to split load generation out to multiple hosts, so long as apiary is started at about the same time on all hosts.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eREQUIREMENTS\u003c/h1\u003e\u003ca id=\"user-content-requirements\" class=\"anchor\" aria-label=\"Permalink: REQUIREMENTS\" href=\"#requirements\"\u003e\u003csvg data-component=\"Octicon\" 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\u003epercona-toolkit (for MySQL protocol only)\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ca href=\"http://www.percona.com/software/percona-toolkit\" rel=\"nofollow\"\u003ehttp://www.percona.com/software/percona-toolkit\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003epython-mysqldb\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003eFIXME: currently required even if you don't use the MySQL protocol\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003etcpflow (for TCP)\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/simsong/tcpflow\"\u003ehttps://github.com/simsong/tcpflow\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003elsprof (if you want to use --profile)\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ca href=\"http://codespeak.net/svn/user/arigo/hack/misc/lsprof/\" rel=\"nofollow\"\u003ehttp://codespeak.net/svn/user/arigo/hack/misc/lsprof/\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eMySQL TUTORIAL\u003c/h1\u003e\u003ca id=\"user-content-mysql-tutorial\" class=\"anchor\" aria-label=\"Permalink: MySQL TUTORIAL\" href=\"#mysql-tutorial\"\u003e\u003csvg data-component=\"Octicon\" 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\"\u003eWARNING: This tutorial will guide you through capturing MySQL traffic from a production server. This potentially dangerous activity has the possibility of saturating your server's network link, disk, and/or CPU, impacting production query processing. Please exercise caution. The authors of Apiary will not be responsible for any such impact or damage resulting from it.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eWhat we'll do:\u003c/p\u003e\n\u003col dir=\"auto\"\u003e\n\u003cli\u003eMake a snapshot of the MySQL database.\u003c/li\u003e\n\u003cli\u003eCapture query traffic starting at the moment the database snapshot is taken.\u003c/li\u003e\n\u003cli\u003eProcess the snapshot into a \u003ccode\u003e.jobs\u003c/code\u003e file.\u003c/li\u003e\n\u003cli\u003eReplay the \u003ccode\u003e.jobs\u003c/code\u003e file against a test host.\u003c/li\u003e\n\u003c/ol\u003e\n\u003cp dir=\"auto\"\u003eIt's important to capture the database snapshot and query traffic as close to simultaneously as possible. Failure to do this may result in inaccurate load simulation and duplicate key errors.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eFirst, you'll need a replicating set of at least two MySQL hosts. One common structure for MySQL replicating sets is to have a \"backup\" host from which regular snapshots are taken. This host is an ideal place to take your snapshot. Wait until this host is caught up in its replication, and prepare to take a snapshot using your normal backup snapshot method or any other method you like.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eNext, prepare to take a packet capture from your database host. This can be from the master, a read slave, or even multiple hosts in the same replicating tree. TEST THIS FIRST to ensure that you can safely capture traffic without impacting production query processing. Consider that heavily-loaded database servers may have high network traffic, and writing this to the same disk that your database lives on will cause contention and filesystem cache invalidation. Be sure to capture only traffic you need by filtering to port 3306 and disabling promiscuous mode (\u003ccode\u003etcpdump -p\u003c/code\u003e). Be careful!\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eMy preferred packet capture method is to run this from a non-production host with a big disk:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"ssh \u0026lt;db host\u0026gt; sudo timeout 5m tcpdump -n -p -w - -s 0 port 3306 \u0026gt; db.pcap\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003essh \u0026lt;db host\u0026gt; sudo timeout 5m tcpdump -n -p -w - -s 0 port 3306 \u0026gt; db.pcap\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThis will stream the packet capture over your SSH tunnel to your non-production host, avoiding disk IO contention on the database host. Be sure to filter your capture so that you don't try to capture port 22; otherwise you'll probably have a pretty bad day.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eOnce you've got your packet capture commands ready, start your database snapshot and packet capture at the same time and wait until they finish. Capture as much traffic as you'd like to be able to simulate, keeping in mind that you might want to play it back at double speed or more to test a load spike scenario or growth.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eNext, you'll need to process your traffic capture into a jobs file. The process looks like this:\u003c/p\u003e\n\u003col dir=\"auto\"\u003e\n\u003cli\u003ereprocess the pcap into the format expected by \u003ccode\u003ept-query-digest\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003erun \u003ccode\u003ept-query-digest\u003c/code\u003e to produce a query log tagged with timing information and client identifiers\u003c/li\u003e\n\u003cli\u003erun \u003ccode\u003ebin/genjobs\u003c/code\u003e to process the query log into a jobs file\u003c/li\u003e\n\u003c/ol\u003e\n\u003cp dir=\"auto\"\u003eWe can combine steps 1 and 2 (and probably 3, if you tried hard enough):\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"tcpdump -r \u0026lt;pcap file\u0026gt; -x -n -q -tttt | \\\n pt-query-digest --type=tcpdump --no-report --output slowlog query.log\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003etcpdump -r \u0026lt;pcap file\u0026gt; -x -n -q -tttt | \\\n pt-query-digest --type=tcpdump --no-report --output slowlog query.log\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThis can take a very long time, so sit back. It can also consume a large amount of RAM.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eNext:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"bin/genjobs query.log \u0026gt; foo.jobs\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003ebin/genjobs query.log \u0026gt; foo.jobs\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThis also takes quite awhile. The reason these take so long is that they're sorting massively interleaved streams into individual client/server conversations. Additionally, the jobs file must be sorted by the timestamp of each job's first query. This requires \u003ccode\u003egenjobs\u003c/code\u003e to hold in-flight jobs in memory and flush them to disk in order as their ends are found.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eNow, we have our jobs file and we can simulate load. Spin up a new MySQL host to test on and load the snapshot you made earlier. Keep in mind that every time you run your load scenario, you're going to need to use a fresh copy of the snapshot. LVM can be particularly useful for rolling back to the pristine snapshot and seems to impose a relatively minimal performance penalty.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eRun apiary:\nbin/apiary --workers \u0026lt;#\u0026gt; --threads \u0026lt;#\u0026gt; --protocol mysql --mysql-host --mysql-user --mysql-passwd --mysql-db foo.jobs\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eApiary will start up workers and begin to report statistics periodically, by default every 15 seconds. Apiary reports various statistics (depending on the protocol in use) and also reports how these change from interval to interval.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eYou can shut down Apiary using Ctrl-C. This causes the Queen Bee to stop enqueueing jobs for the Worker Bees. Once they finish running all jobs in the queue, Apiary will shut down. A second Ctrl-C will immediately terminate Apiary.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eINTERPRETING STATISTICS\u003c/h1\u003e\u003ca id=\"user-content-interpreting-statistics\" class=\"anchor\" aria-label=\"Permalink: INTERPRETING STATISTICS\" href=\"#interpreting-statistics\"\u003e\u003csvg data-component=\"Octicon\" 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\"\u003eApiary reports a set of statistics periodically during load generation. The particular statistics gathered can vary between protocols, although some statistics are common to all protocols. Statistics come in three different types:\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003cstrong\u003eTally\u003c/strong\u003e - A simple counter that can only be incremented. Reports the number of increments in the current period and the total increments ever, along with the increment rate this period.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eLevel\u003c/strong\u003e - A counter that can be incremented and decremented. Reports the current value, along with min, max, median, mean, and standard deviation of level values seen throughout this period.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eSeries\u003c/strong\u003e - A floating-point time series. Reports the most recent value (as \"current\"), along with min, max, median, mean, and standard deviation of values seen in this period.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp dir=\"auto\"\u003eStatistics are printed in the order the types are listed above. For each value printed, if it has changed since the last report, the amount of change is printed beside it.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eHere's an example report:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"2015-06-17 15:09:39\n===================\nERR: \u0026lt;SQL syntax error\u0026gt;: current: 109 (-8) total: 226 (+109) rate: 7 (+0)\n ERR: \u0026lt;access denied\u0026gt;: current: 0 (-1) total: 1 rate: 0 (+0)\n Jobs Completed: current: 12937 (+295) total: 25579 (+12937) rate: 862 (+16)\n Requests Completed: current: 59890 (+1728) total: 118052 (+59890) rate: 3992 (+103)\n Jobs Running: current: 109 (+3) min: 77 (+75) max: 155 (+9) median: 112 (+7) mean: 112 (+7) stdev: 12 (-3)\n Requests Running: current: 2 (+2) min: 0 max: 16 (-6) median: 2 mean: 2 (+0) stdev: 1 (+0)\n Request Duration (ms): current: 0.428915 (+0.0889) min: 0.295162 (-0.00381) max: 77.0881 (+18.7) median: 0.430822 (-0.000238) mean: 0.459850 (+0.00504) stdev: 0.720739 (+0.407)\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003e2015-06-17 15:09:39\n===================\nERR: \u0026lt;SQL syntax error\u0026gt;: current: 109 (-8) total: 226 (+109) rate: 7 (+0)\n ERR: \u0026lt;access denied\u0026gt;: current: 0 (-1) total: 1 rate: 0 (+0)\n Jobs Completed: current: 12937 (+295) total: 25579 (+12937) rate: 862 (+16)\n Requests Completed: current: 59890 (+1728) total: 118052 (+59890) rate: 3992 (+103)\n Jobs Running: current: 109 (+3) min: 77 (+75) max: 155 (+9) median: 112 (+7) mean: 112 (+7) stdev: 12 (-3)\n Requests Running: current: 2 (+2) min: 0 max: 16 (-6) median: 2 mean: 2 (+0) stdev: 1 (+0)\n Request Duration (ms): current: 0.428915 (+0.0889) min: 0.295162 (-0.00381) max: 77.0881 (+18.7) median: 0.430822 (-0.000238) mean: 0.459850 (+0.00504) stdev: 0.720739 (+0.407)\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eFrom this report, we can learn:\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003eThe report happened at \u003ccode\u003e2015-06-17 15:09:39\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e109 SQL syntax errors were reported by the \u003ccode\u003emysql\u003c/code\u003e protocol plugin. MySQL errors can be verbose and are simplified to avoid making the table excessively wide.\u003c/li\u003e\n\u003cli\u003eAbout 13000 jobs were completed in the last reporting interval, which is 295 more than in the previous interval, and amounts to about 862 jobs completed per second.\u003c/li\u003e\n\u003cli\u003eSimilarly, about 60000 requests were completed in the last reporting interval, implying that each job consists of about 5 requests on average.\u003c/li\u003e\n\u003cli\u003e109 jobs are in process right now, but only 2 requests are actively running. This implies that requests are quite short (as seen in Request Duration), and that most of the time taken to run a job is spent sleeping while waiting for the proper time to run each query.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eON MySQL QPS\u003c/h1\u003e\u003ca id=\"user-content-on-mysql-qps\" class=\"anchor\" aria-label=\"Permalink: ON MySQL QPS\" href=\"#on-mysql-qps\"\u003e\u003csvg data-component=\"Octicon\" 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\"\u003eBe wary of the QPS (Queries per Second) figure reported by tools such as \u003ccode\u003einnotop\u003c/code\u003e when apiary is running. Due to the way \u003ccode\u003ept-query-digest\u003c/code\u003e works, each query in a transaction is prefaced with a \u003ccode\u003euse\u003c/code\u003e statement to ensure that it is run against the correct database. This will artificially inflate the QPS that MySQL reports. The \"rate\" figure in the \"Requests Completed\" statistic is a more accurate representation of the true QPS.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eHTTP\u003c/h1\u003e\u003ca id=\"user-content-http\" class=\"anchor\" aria-label=\"Permalink: HTTP\" href=\"#http\"\u003e\u003csvg data-component=\"Octicon\" 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\"\u003eApiary can replay captured HTTP traffic, including keep-alive patterns (but not pipelining). Requests are sent as seen on the wire without processing. Responses are parsed in order to properly read a full response for each request, and HTTP response codes are tallied.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eCapture traffic using your favorite packet capture tool. Only the requests are used by Apiary, and it is allowable to capture only incoming traffic with your capture tool. Use \u003ccode\u003etcpflow\u003c/code\u003e to parse the pcap file into streams, one per file, with timing information:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"tcpflow -r foo.pcap -Fm -I -Z -o flows\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003etcpflow -r foo.pcap -Fm -I -Z -o flows\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eNote that tcpflow can be very picky about the pcap. If your pcap is terminated mid-packet, tcpflow may crash at the end without flushing out any streams buffered in memory. To avoid this, pre-process your pcap with \u003ccode\u003etcpdump\u003c/code\u003e to remove the partial packet:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"tcpdump -r foo.pcap -w foo_fixed.pcap\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003etcpdump -r foo.pcap -w foo_fixed.pcap\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eAnnoying, but it works.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThis uses the undocumented -I switch to save timing information. -Z prevents decompressing gzip-encoded HTTP requests -- we want apiary to send them just as they were.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eNext, use \u003ccode\u003ebin/genjobs-http\u003c/code\u003e or \u003ccode\u003ebin/genjobs-http-individual\u003c/code\u003e to generate a jobs file. These two are the same except that the latter ignores the observed keep-alive in the packet capture and sends all requests with a new connection.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eCountDB\u003c/h1\u003e\u003ca id=\"user-content-countdb\" class=\"anchor\" aria-label=\"Permalink: CountDB\" href=\"#countdb\"\u003e\u003csvg data-component=\"Octicon\" 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\"\u003eThis one is a protocol used by an internal tool at DeviantArt. It may be useful to see how new protocols can be added, or perhaps it might be useful for other services that use simple protocols. It was written before the author knew about \u003ccode\u003etcpflow\u003c/code\u003e. \u003ccode\u003epkt2flow\u003c/code\u003e (\u003ca href=\"https://github.com/caesar0301/pkt2flow\"\u003ehttps://github.com/caesar0301/pkt2flow\u003c/a\u003e) might also have been useful here.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eTUNING\u003c/h1\u003e\u003ca id=\"user-content-tuning\" class=\"anchor\" aria-label=\"Permalink: TUNING\" href=\"#tuning\"\u003e\u003csvg data-component=\"Octicon\" 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\"\u003eThese networking settings are useful with large query volumes:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"sudo bash -c 'echo 1 \u0026gt; /proc/sys/net/ipv4/tcp_tw_reuse'\nsudo bash -c 'echo 1024 65535 \u0026gt; /proc/sys/net/ipv4/ip_local_port_range'\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003esudo bash -c 'echo 1 \u0026gt; /proc/sys/net/ipv4/tcp_tw_reuse'\nsudo bash -c 'echo 1024 65535 \u0026gt; /proc/sys/net/ipv4/ip_local_port_range'\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eOtherwise, you may start to see errors like \"Could not connect to MySQL host\", or \"resource not available\", because the kernel will quickly run out of local ports it's willing to use.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eAlso, be sure to run apiary with a high file descriptor limit when replaying large numbers of concurrent requests.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eTuning worker threads is important. Too few and your workers will fall behind and be unable to simulate full production load. Too many, and in theory you'll run out of memory or consume too much time in context switching, though in practice, I've never seen this. You can figure out the minimum number of workers required to run your jobs file like this:\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"bin/count-concurrent-jobs foo.jobs\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003ebin/count-concurrent-jobs foo.jobs\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eI'd probably add a margin of 10-20% just to be sure. For high concurrency, you may need to experiment with a balance of processes and threads. I'd recommend running no more than 80 threads per worker process.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eFor more than a few hundred total threads, use --startup-wait to cause Apiary to pause and allow workers to initalize. 30-60 seconds is usually enough. Failure to do this may cause an initial load spike as workers start the first few jobs late and rush to catch up.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eHISTORY\u003c/h1\u003e\u003ca id=\"user-content-history\" class=\"anchor\" aria-label=\"Permalink: HISTORY\" href=\"#history\"\u003e\u003csvg data-component=\"Octicon\" 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\"\u003eApiary was originally designed and developed at Linden Lab by Charity Majors and (Dante Linden \u0026lt;FIXME: real name unknown\u0026gt;). It was used to test MySQL to gain confidence in upgrading to version 5.0. Apiary's initial design used RabbitMQ as its messaging bus. Sets of workers were spawned manually on multiple machines by the user in order to achieve the desired parallelization. Apiary also had rudimentary support for the HTTP protocol but this was unfinished, and may never have worked at all. The query load scenario was stored in a custom text format. At this point, Apiary was open-sourced as-is, somewhat short on documentation but functional. It was the only tool of its kind available.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eYears later, Apiary was used by Lex Neva to test a new database machine build prior to replacing Linden's aging database fleet. By this point, the query volume had increased by a significating factor and the original Apiary codebase was no longer able to generate the required query volume. In addition, the PCAP parsing code no longer worked properly and the original developers had left the company. Lex modified Apiary to allow the use of \u003ccode\u003ept-query-digest\u003c/code\u003e, avoiding the need to use the old custom in-house written PCAP parser.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eLex identified multiple bottlenecks and ended up rewriting large portions of Apiary's main engine for speed and simplicity of use. The load scenario was now stored on disk as a series of cPickle-formatted jobs that could be read in and shoved onto the wire as-is. Multiple-protocol support was removed in favor of raw speed. Multiple features such as time scaling were added. Apiary now all ran on one machine and spawned and managed its own child processes. At this point, Apiary could generate 30,000+ queries per second.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eIn a later role at DeviantArt Inc, Lex used Apiary to test an in-house tool called CountDB. CountDB uses a simple raw TCP protocol, with the client and server communicating in json-serialized messages delimited by null bytes. CountDB serves around 6000 concurrent clients in production at around 100k requests per second. Multi-protocol support was re-added, along with threading, since the previous model used individual processes for workers and likely would not scale to 6000 processes. This necessitated the use of a different python AMQP library (rabbitpy) that was thread-safe, leading to the somewhat unwieldy requirement of two (!) AMQP client libraries.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eLex later added HTTP support in order to test DeviantArt's new fleet of web servers processing thousands of requests per second. --offset, --skip, and related options were added in order to test fractions of the full fleet. At this point, RabbitMQ became a significant bottleneck. Even without durability, RabbitMQ was unable to handle enough messages per second to allow workers to report statistics on individual requests. ZeroMQ was tested against simple Python multiprocessing Queues, and the latter was faster by at least a factor of two. Now Apiary has no RabbitMQ dependency and has much more advanced statistics gathering capabilities.\u003c/p\u003e\n\u003c/article\u003e","loaded":true,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":[{"level":1,"text":"SUMMARY","anchor":"summary","htmlText":"SUMMARY"},{"level":1,"text":"PERFORMANCE","anchor":"performance","htmlText":"PERFORMANCE"},{"level":1,"text":"REQUIREMENTS","anchor":"requirements","htmlText":"REQUIREMENTS"},{"level":1,"text":"MySQL TUTORIAL","anchor":"mysql-tutorial","htmlText":"MySQL TUTORIAL"},{"level":1,"text":"INTERPRETING STATISTICS","anchor":"interpreting-statistics","htmlText":"INTERPRETING STATISTICS"},{"level":1,"text":"ON MySQL QPS","anchor":"on-mysql-qps","htmlText":"ON MySQL QPS"},{"level":1,"text":"HTTP","anchor":"http","htmlText":"HTTP"},{"level":1,"text":"CountDB","anchor":"countdb","htmlText":"CountDB"},{"level":1,"text":"TUNING","anchor":"tuning","htmlText":"TUNING"},{"level":1,"text":"HISTORY","anchor":"history","htmlText":"HISTORY"}],"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Flexelby%2Fapiary"}},{"displayName":"LICENSE","repoName":"apiary","refName":"master","path":"LICENSE","preferredFileType":"license","tabName":"MIT","richText":null,"loaded":false,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":null,"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2Flexelby%2Fapiary"}}],"overviewFilesProcessingTime":0,"copilotSWEAgentEnabled":false}},"codeViewLayoutRoute":{"repo":{"id":17488948,"defaultBranch":"master","name":"apiary","ownerLogin":"lexelby","currentUserCanPush":false,"isFork":false,"isEmpty":false,"createdAt":"2014-03-06T19:03:00.000Z","ownerAvatar":"https://avatars.githubusercontent.com/u/4446653?v=4","public":true,"private":false,"isOrgOwned":false},"currentUser":null,"uploadToken":"B8l9kiAWVEWQ_cGJKwJ3h3RiDKOwyh23DUkyWsk9VpCcWUVNdVnMyoG5EUoLCKBjRxLMm9wP2APN-SRBWYhvvw","allShortcutsEnabled":false,"treeExpanded":true,"path":"/","symbolsExpanded":false,"refInfo":{"name":"master","listCacheKey":"v0:1394132638.0","canEdit":false,"currentOid":"80d8ef13f2425591f091ca6649d3c9d9828438e8"},"helpUrl":"https://docs.github.com","githubDevUrl":null},"sidebarAbout":{"description":"converted from http://bitbucket.org/lindenlab/apiary/","formattedDescription":"converted from \u003ca href=\"http://bitbucket.org/lindenlab/apiary/\" class=\"Link--inTextBlock\" rel=\"nofollow\"\u003ehttp://bitbucket.org/lindenlab/apiary/\u003c/a\u003e","topics":[],"showInsights":true,"canOpenStargazersAndWatchers":false,"stargazerCount":16,"watcherCount":0,"forksCount":1,"stargazersPath":"/lexelby/apiary/stargazers","watchersPath":"/lexelby/apiary/watchers","forkNetworkPath":"/lexelby/apiary/forks","activityPath":"/lexelby/apiary/activity","reportPath":"/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Flexelby%2Fapiary\u0026report=lexelby+%28user%29","canEditMetadata":false,"ownerLogin":"lexelby","repoName":"apiary","isOrg":false,"sections":{"releases":{"releaseCount":0,"tagCount":0},"sponsors":false,"deployments":false,"packages":true,"usedBy":true,"contributors":true,"languages":true,"cta":false,"suggestedWorkflows":false},"hasCitation":false,"repo":{"ownerAvatarUrl":"https://avatars.githubusercontent.com/u/4446653?s=60\u0026v=4","ownerId":4446653,"isPrivate":false,"isTemplate":false,"isFork":false,"isMirror":false,"isArchived":false,"visibilityLabel":"Public","license":{"spdxId":"MIT","name":"MIT License"},"isAdvisoryWorkspace":false},"star":{"viewerHasStarred":false,"canStar":false},"fork":{"canFork":false,"forkabilityError":"not_logged_in"},"pin":{"canPin":false,"isPinned":false,"isOrgOwned":false,"pinItemsRemaining":6},"watch":{"canWatch":false,"watchData":{"repositoryId":"17488948","repositoryName":"lexelby/apiary","watchersCount":0,"subscriptionType":"none","subscribableThreadTypes":[{"name":"Issue","enabled":true,"subscribed":false},{"name":"PullRequest","enabled":true,"subscribed":false},{"name":"Release","enabled":true,"subscribed":false},{"name":"Discussion","enabled":false,"subscribed":false},{"name":"SecurityAlert","enabled":true,"subscribed":false}],"showLabelSubscriptions":false,"subscribedLabels":[]}},"viewer":{"isLoggedIn":false,"isSiteAdmin":false,"emuContributionBlocked":false},"showSponsorButton":false,"showTemplateButton":false,"showDemoNotification":false},"csrf_tokens":{"/lexelby/apiary/branches":{"post":"wZ0P77J_mQcSHtxddj-1j-IDK5YyLIURS1LVE9dM2QnWcoF7ZM8Q3YDXHf-xOSpPGK-K8lgdatVXntHfSkzpzQ"}}},"title":"GitHub - lexelby/apiary: converted from http://bitbucket.org/lindenlab/apiary/","appPayload":{},"meta":{"title":"GitHub - lexelby/apiary: converted from http://bitbucket.org/lindenlab/apiary/"}}</script>
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.75.75v2.992l2.028.812a.75.75 0 0 1-.557 1.392l-2.5-1A.751.751 0 0 1 7 8.25v-3.5A.75.75 0 0 1 7.75 4Z"></path></svg></span><span data-component="text" class="prc-Button-Label-FWkx3"><span class="fgColor-default">124 Commits</span></span></span></a><div class="d-sm-none"></div><div class="d-flex d-lg-none"><a data-component="LinkButton" aria-label="View commit history for this file." href="/lexelby/apiary/commits/master/" class="prc-Button-ButtonBase-9n-Xk LinkButton-module__linkButton__nFnov flex-items-center fgColor-default" data-loading="false" data-size="small" data-variant="invisible" aria-describedby="_R_2bacdahlik5_"><span data-component="buttonContent" data-align="center" class="prc-Button-ButtonContent-Iohp5"><span data-component="leadingVisual" class="prc-Button-Visual-YNt2F prc-Button-LeadingVisual-UySKu prc-Button-VisualWrap-E4cnq"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-history" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m.427 1.927 1.215 1.215a8.002 8.002 0 1 1-1.6 5.685.75.75 0 1 1 1.493-.154 6.5 6.5 0 1 0 1.18-4.458l1.358 1.358A.25.25 0 0 1 3.896 6H.25A.25.25 0 0 1 0 5.75V2.104a.25.25 0 0 1 .427-.177ZM7.75 4a.75.75 0 0 1 .75.75v2.992l2.028.812a.75.75 0 0 1-.557 1.392l-2.5-1A.751.751 0 0 1 7 8.25v-3.5A.75.75 0 0 1 7.75 4Z"></path></svg></span></span></a><span class="prc-TooltipV2-Tooltip-tLeuB" data-direction="s" data-component="Tooltip" role="tooltip" aria-hidden="true" id="_R_2bacdahlik5_">124 Commits</span></div></div></div></div></div><h2 class="sr-only ScreenReaderHeading-module__userSelectNone__rwWIk prc-Heading-Heading-MtWFE" data-component="Heading" data-testid="screen-reader-heading" id="folders-and-files">Folders and files</h2><table class="Table-module__Box__HZKiQ DirectoryContent-module__OverviewTable__fe0iH" aria-labelledby="folders-and-files"><thead class="DirectoryContent-module__OverviewHeaderRow__hOrKy Table-module__Box_1__VacXC"><tr class="Table-module__Box_2__PBp9s"><th colSpan="2" class="DirectoryContent-module__Box__iC_5e"><span class="text-bold">Name</span></th><th colSpan="1" class="DirectoryContent-module__Box_1__fuSBO"><span class="text-bold">Name</span></th><th class="hide-sm"><div class="width-fit prc-Truncate-Truncate-2G1eo" data-inline="true" title="Last commit message" style="--truncate-max-width:125px"><span class="text-bold">Last commit message</span></div></th><th colSpan="1" class="DirectoryContent-module__Box_2__Ccrx7"><div class="width-fit prc-Truncate-Truncate-2G1eo" data-inline="true" title="Last commit date" style="--truncate-max-width:125px"><span class="text-bold">Last commit date</span></div></th></tr></thead><tbody><tr class="react-directory-row undefined" id="folder-row-0"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="LICENSES" aria-label="LICENSES, (Directory)" class="Link--primary" href="/lexelby/apiary/tree/master/LICENSES" data-discover="true">LICENSES</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="LICENSES" aria-label="LICENSES, (Directory)" class="Link--primary" href="/lexelby/apiary/tree/master/LICENSES" data-discover="true">LICENSES</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="react-directory-commit-age"><div class="Skeleton Skeleton--text"> </div></div></td></tr><tr class="react-directory-row undefined" id="folder-row-1"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="apiary" aria-label="apiary, (Directory)" class="Link--primary" href="/lexelby/apiary/tree/master/apiary" data-discover="true">apiary</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="apiary" aria-label="apiary, (Directory)" class="Link--primary" href="/lexelby/apiary/tree/master/apiary" data-discover="true">apiary</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="react-directory-commit-age"><div class="Skeleton Skeleton--text"> </div></div></td></tr><tr class="react-directory-row undefined" id="folder-row-2"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="bin" aria-label="bin, (Directory)" class="Link--primary" href="/lexelby/apiary/tree/master/bin" data-discover="true">bin</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="bin" aria-label="bin, (Directory)" class="Link--primary" href="/lexelby/apiary/tree/master/bin" data-discover="true">bin</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="react-directory-commit-age"><div class="Skeleton Skeleton--text"> </div></div></td></tr><tr class="react-directory-row undefined" id="folder-row-3"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="debian" aria-label="debian, (Directory)" class="Link--primary" href="/lexelby/apiary/tree/master/debian" data-discover="true">debian</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="debian" aria-label="debian, (Directory)" class="Link--primary" href="/lexelby/apiary/tree/master/debian" data-discover="true">debian</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="react-directory-commit-age"><div class="Skeleton Skeleton--text"> </div></div></td></tr><tr class="react-directory-row undefined" id="folder-row-4"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="historical" aria-label="historical, (Directory)" class="Link--primary" href="/lexelby/apiary/tree/master/historical" data-discover="true">historical</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="historical" aria-label="historical, (Directory)" class="Link--primary" href="/lexelby/apiary/tree/master/historical" data-discover="true">historical</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="react-directory-commit-age"><div class="Skeleton Skeleton--text"> </div></div></td></tr><tr class="react-directory-row undefined" id="folder-row-5"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".gitignore" aria-label=".gitignore, (File)" class="Link--primary" href="/lexelby/apiary/blob/master/.gitignore" data-discover="true">.gitignore</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".gitignore" aria-label=".gitignore, (File)" class="Link--primary" href="/lexelby/apiary/blob/master/.gitignore" data-discover="true">.gitignore</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="react-directory-commit-age"><div class="Skeleton Skeleton--text"> </div></div></td></tr><tr class="react-directory-row undefined" id="folder-row-6"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".hgignore" aria-label=".hgignore, (File)" class="Link--primary" href="/lexelby/apiary/blob/master/.hgignore" data-discover="true">.hgignore</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".hgignore" aria-label=".hgignore, (File)" class="Link--primary" href="/lexelby/apiary/blob/master/.hgignore" data-discover="true">.hgignore</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="react-directory-commit-age"><div class="Skeleton Skeleton--text"> </div></div></td></tr><tr class="react-directory-row undefined" id="folder-row-7"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="LICENSE" aria-label="LICENSE, (File)" class="Link--primary" href="/lexelby/apiary/blob/master/LICENSE" data-discover="true">LICENSE</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="LICENSE" aria-label="LICENSE, (File)" class="Link--primary" href="/lexelby/apiary/blob/master/LICENSE" data-discover="true">LICENSE</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="react-directory-commit-age"><div class="Skeleton Skeleton--text"> </div></div></td></tr><tr class="react-directory-row undefined" id="folder-row-8"><td 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tabindex="-1" class="heading-element" dir="auto">SUMMARY</h1><a id="user-content-summary" class="anchor" aria-label="Permalink: SUMMARY" href="#summary"><svg data-component="Octicon" 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>
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<p dir="auto">Apiary is a multi-protocol load testing and benchmarking tool. Unlike most load-testing tools that generate artificial load programmatically, Apiary replays captured production load at a test host. This is critically important in allowing you to gather useful information that lets you make confident predictions of how a system will perform in production. Apiary goes to a lot of trouble to replay traffic with the same timing and parallelization as seen in the captured traffic. It can also simulate higher or lower load by adjusting the time scale by an arbitrary floating-point multiple.</p>
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<p dir="auto">To use apiary, you capture production traffic using your favorite tool that generates a pcap file (<code>tcpdump</code>, <code>gulp</code>, etc). Next you post-process the pcap file into a <code>.jobs</code> file, which describes the sequences of requests that each simulated client will make, along with their exact timings. Optionally, you can then analyze this jobs file to determine the number of worker threads you'll need. Finally, you run apiary, which fires off queries and tabulates statistics.</p>
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<p dir="auto">The Apiary project is a toolset containing the following components:</p>
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<ul dir="auto">
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<li><code>bin/apiary</code>, the load simulation tool</li>
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<li>various scripts to process pcap files into <code>.jobs</code> files (<code>bin/genjobs-*</code>)</li>
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<li>other scripts such as <code>bin/count-concurrent-jobs</code></li>
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<li>protocol plugins</li>
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</ul>
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<div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">PERFORMANCE</h1><a id="user-content-performance" class="anchor" aria-label="Permalink: PERFORMANCE" href="#performance"><svg data-component="Octicon" 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>
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<p dir="auto">Apiary has been used to produce 30,000+ MySQL queries per second when run on a powerful test system. It has also produced 3000 HTTP requests per second on a moderately powerful test system, and 100,000 CountDB (simple TCP) requests per second. It can run 6000 simultaneous worker threads without issue and maintain proper timing.</p>
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<p dir="auto">The overall structure of Apiary is multiple processes with multiple threads per process, similar to Apache's <code>mpm_worker</code>. The 6000 thread scenario mentioned above involved 100 worker processes, each with 60 threads. Common wisdom is that Python is terrible at threads due to the Global Interpreter Lock(GIL), and that 6000 processes would be too heavy-weight and would consume too much memory to be feasible. This would indicate an asynchronous approach such as twisted, eventlet, etc. However, because most of Apiary's worker threads are blocked on IO the vast majority of the time, the GIL doesn't slow things down too badly. Somewhat surprisingly, a reasonably powerful multiprocessor Linux machine is perfectly capable of running 6000 threads doing lots of blocking IO without spending too much time context-switching.</p>
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<p dir="auto">In the most recent incarnation of Apiary (see HISTORY), no attempt has yet been made to automatically run workers on multiple hosts. This can still be accomplished through the use of --skip and --offset to split load generation out to multiple hosts, so long as apiary is started at about the same time on all hosts.</p>
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<div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">REQUIREMENTS</h1><a id="user-content-requirements" class="anchor" aria-label="Permalink: REQUIREMENTS" href="#requirements"><svg data-component="Octicon" 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>
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||
<ul dir="auto">
|
||
<li>percona-toolkit (for MySQL protocol only)
|
||
<ul dir="auto">
|
||
<li><a href="http://www.percona.com/software/percona-toolkit" rel="nofollow">http://www.percona.com/software/percona-toolkit</a></li>
|
||
</ul>
|
||
</li>
|
||
<li>python-mysqldb
|
||
<ul dir="auto">
|
||
<li>FIXME: currently required even if you don't use the MySQL protocol</li>
|
||
</ul>
|
||
</li>
|
||
<li>tcpflow (for TCP)
|
||
<ul dir="auto">
|
||
<li><a href="https://github.com/simsong/tcpflow">https://github.com/simsong/tcpflow</a></li>
|
||
</ul>
|
||
</li>
|
||
<li>lsprof (if you want to use --profile)
|
||
<ul dir="auto">
|
||
<li><a href="http://codespeak.net/svn/user/arigo/hack/misc/lsprof/" rel="nofollow">http://codespeak.net/svn/user/arigo/hack/misc/lsprof/</a></li>
|
||
</ul>
|
||
</li>
|
||
</ul>
|
||
<div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">MySQL TUTORIAL</h1><a id="user-content-mysql-tutorial" class="anchor" aria-label="Permalink: MySQL TUTORIAL" href="#mysql-tutorial"><svg data-component="Octicon" 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">WARNING: This tutorial will guide you through capturing MySQL traffic from a production server. This potentially dangerous activity has the possibility of saturating your server's network link, disk, and/or CPU, impacting production query processing. Please exercise caution. The authors of Apiary will not be responsible for any such impact or damage resulting from it.</p>
|
||
<p dir="auto">What we'll do:</p>
|
||
<ol dir="auto">
|
||
<li>Make a snapshot of the MySQL database.</li>
|
||
<li>Capture query traffic starting at the moment the database snapshot is taken.</li>
|
||
<li>Process the snapshot into a <code>.jobs</code> file.</li>
|
||
<li>Replay the <code>.jobs</code> file against a test host.</li>
|
||
</ol>
|
||
<p dir="auto">It's important to capture the database snapshot and query traffic as close to simultaneously as possible. Failure to do this may result in inaccurate load simulation and duplicate key errors.</p>
|
||
<p dir="auto">First, you'll need a replicating set of at least two MySQL hosts. One common structure for MySQL replicating sets is to have a "backup" host from which regular snapshots are taken. This host is an ideal place to take your snapshot. Wait until this host is caught up in its replication, and prepare to take a snapshot using your normal backup snapshot method or any other method you like.</p>
|
||
<p dir="auto">Next, prepare to take a packet capture from your database host. This can be from the master, a read slave, or even multiple hosts in the same replicating tree. TEST THIS FIRST to ensure that you can safely capture traffic without impacting production query processing. Consider that heavily-loaded database servers may have high network traffic, and writing this to the same disk that your database lives on will cause contention and filesystem cache invalidation. Be sure to capture only traffic you need by filtering to port 3306 and disabling promiscuous mode (<code>tcpdump -p</code>). Be careful!</p>
|
||
<p dir="auto">My preferred packet capture method is to run this from a non-production host with a big disk:</p>
|
||
<div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="ssh <db host> sudo timeout 5m tcpdump -n -p -w - -s 0 port 3306 > db.pcap"><pre class="notranslate"><code>ssh <db host> sudo timeout 5m tcpdump -n -p -w - -s 0 port 3306 > db.pcap
|
||
</code></pre></div>
|
||
<p dir="auto">This will stream the packet capture over your SSH tunnel to your non-production host, avoiding disk IO contention on the database host. Be sure to filter your capture so that you don't try to capture port 22; otherwise you'll probably have a pretty bad day.</p>
|
||
<p dir="auto">Once you've got your packet capture commands ready, start your database snapshot and packet capture at the same time and wait until they finish. Capture as much traffic as you'd like to be able to simulate, keeping in mind that you might want to play it back at double speed or more to test a load spike scenario or growth.</p>
|
||
<p dir="auto">Next, you'll need to process your traffic capture into a jobs file. The process looks like this:</p>
|
||
<ol dir="auto">
|
||
<li>reprocess the pcap into the format expected by <code>pt-query-digest</code></li>
|
||
<li>run <code>pt-query-digest</code> to produce a query log tagged with timing information and client identifiers</li>
|
||
<li>run <code>bin/genjobs</code> to process the query log into a jobs file</li>
|
||
</ol>
|
||
<p dir="auto">We can combine steps 1 and 2 (and probably 3, if you tried hard enough):</p>
|
||
<div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="tcpdump -r <pcap file> -x -n -q -tttt | \
|
||
pt-query-digest --type=tcpdump --no-report --output slowlog query.log"><pre class="notranslate"><code>tcpdump -r <pcap file> -x -n -q -tttt | \
|
||
pt-query-digest --type=tcpdump --no-report --output slowlog query.log
|
||
</code></pre></div>
|
||
<p dir="auto">This can take a very long time, so sit back. It can also consume a large amount of RAM.</p>
|
||
<p dir="auto">Next:</p>
|
||
<div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="bin/genjobs query.log > foo.jobs"><pre class="notranslate"><code>bin/genjobs query.log > foo.jobs
|
||
</code></pre></div>
|
||
<p dir="auto">This also takes quite awhile. The reason these take so long is that they're sorting massively interleaved streams into individual client/server conversations. Additionally, the jobs file must be sorted by the timestamp of each job's first query. This requires <code>genjobs</code> to hold in-flight jobs in memory and flush them to disk in order as their ends are found.</p>
|
||
<p dir="auto">Now, we have our jobs file and we can simulate load. Spin up a new MySQL host to test on and load the snapshot you made earlier. Keep in mind that every time you run your load scenario, you're going to need to use a fresh copy of the snapshot. LVM can be particularly useful for rolling back to the pristine snapshot and seems to impose a relatively minimal performance penalty.</p>
|
||
<p dir="auto">Run apiary:
|
||
bin/apiary --workers <#> --threads <#> --protocol mysql --mysql-host --mysql-user --mysql-passwd --mysql-db foo.jobs</p>
|
||
<p dir="auto">Apiary will start up workers and begin to report statistics periodically, by default every 15 seconds. Apiary reports various statistics (depending on the protocol in use) and also reports how these change from interval to interval.</p>
|
||
<p dir="auto">You can shut down Apiary using Ctrl-C. This causes the Queen Bee to stop enqueueing jobs for the Worker Bees. Once they finish running all jobs in the queue, Apiary will shut down. A second Ctrl-C will immediately terminate Apiary.</p>
|
||
<div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">INTERPRETING STATISTICS</h1><a id="user-content-interpreting-statistics" class="anchor" aria-label="Permalink: INTERPRETING STATISTICS" href="#interpreting-statistics"><svg data-component="Octicon" 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">Apiary reports a set of statistics periodically during load generation. The particular statistics gathered can vary between protocols, although some statistics are common to all protocols. Statistics come in three different types:</p>
|
||
<ul dir="auto">
|
||
<li><strong>Tally</strong> - A simple counter that can only be incremented. Reports the number of increments in the current period and the total increments ever, along with the increment rate this period.</li>
|
||
<li><strong>Level</strong> - A counter that can be incremented and decremented. Reports the current value, along with min, max, median, mean, and standard deviation of level values seen throughout this period.</li>
|
||
<li><strong>Series</strong> - A floating-point time series. Reports the most recent value (as "current"), along with min, max, median, mean, and standard deviation of values seen in this period.</li>
|
||
</ul>
|
||
<p dir="auto">Statistics are printed in the order the types are listed above. For each value printed, if it has changed since the last report, the amount of change is printed beside it.</p>
|
||
<p dir="auto">Here's an example report:</p>
|
||
<div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="2015-06-17 15:09:39
|
||
===================
|
||
ERR: <SQL syntax error>: current: 109 (-8) total: 226 (+109) rate: 7 (+0)
|
||
ERR: <access denied>: current: 0 (-1) total: 1 rate: 0 (+0)
|
||
Jobs Completed: current: 12937 (+295) total: 25579 (+12937) rate: 862 (+16)
|
||
Requests Completed: current: 59890 (+1728) total: 118052 (+59890) rate: 3992 (+103)
|
||
Jobs Running: current: 109 (+3) min: 77 (+75) max: 155 (+9) median: 112 (+7) mean: 112 (+7) stdev: 12 (-3)
|
||
Requests Running: current: 2 (+2) min: 0 max: 16 (-6) median: 2 mean: 2 (+0) stdev: 1 (+0)
|
||
Request Duration (ms): current: 0.428915 (+0.0889) min: 0.295162 (-0.00381) max: 77.0881 (+18.7) median: 0.430822 (-0.000238) mean: 0.459850 (+0.00504) stdev: 0.720739 (+0.407)"><pre class="notranslate"><code>2015-06-17 15:09:39
|
||
===================
|
||
ERR: <SQL syntax error>: current: 109 (-8) total: 226 (+109) rate: 7 (+0)
|
||
ERR: <access denied>: current: 0 (-1) total: 1 rate: 0 (+0)
|
||
Jobs Completed: current: 12937 (+295) total: 25579 (+12937) rate: 862 (+16)
|
||
Requests Completed: current: 59890 (+1728) total: 118052 (+59890) rate: 3992 (+103)
|
||
Jobs Running: current: 109 (+3) min: 77 (+75) max: 155 (+9) median: 112 (+7) mean: 112 (+7) stdev: 12 (-3)
|
||
Requests Running: current: 2 (+2) min: 0 max: 16 (-6) median: 2 mean: 2 (+0) stdev: 1 (+0)
|
||
Request Duration (ms): current: 0.428915 (+0.0889) min: 0.295162 (-0.00381) max: 77.0881 (+18.7) median: 0.430822 (-0.000238) mean: 0.459850 (+0.00504) stdev: 0.720739 (+0.407)
|
||
</code></pre></div>
|
||
<p dir="auto">From this report, we can learn:</p>
|
||
<ul dir="auto">
|
||
<li>The report happened at <code>2015-06-17 15:09:39</code></li>
|
||
<li>109 SQL syntax errors were reported by the <code>mysql</code> protocol plugin. MySQL errors can be verbose and are simplified to avoid making the table excessively wide.</li>
|
||
<li>About 13000 jobs were completed in the last reporting interval, which is 295 more than in the previous interval, and amounts to about 862 jobs completed per second.</li>
|
||
<li>Similarly, about 60000 requests were completed in the last reporting interval, implying that each job consists of about 5 requests on average.</li>
|
||
<li>109 jobs are in process right now, but only 2 requests are actively running. This implies that requests are quite short (as seen in Request Duration), and that most of the time taken to run a job is spent sleeping while waiting for the proper time to run each query.</li>
|
||
</ul>
|
||
<div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">ON MySQL QPS</h1><a id="user-content-on-mysql-qps" class="anchor" aria-label="Permalink: ON MySQL QPS" href="#on-mysql-qps"><svg data-component="Octicon" 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">Be wary of the QPS (Queries per Second) figure reported by tools such as <code>innotop</code> when apiary is running. Due to the way <code>pt-query-digest</code> works, each query in a transaction is prefaced with a <code>use</code> statement to ensure that it is run against the correct database. This will artificially inflate the QPS that MySQL reports. The "rate" figure in the "Requests Completed" statistic is a more accurate representation of the true QPS.</p>
|
||
<div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">HTTP</h1><a id="user-content-http" class="anchor" aria-label="Permalink: HTTP" href="#http"><svg data-component="Octicon" 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">Apiary can replay captured HTTP traffic, including keep-alive patterns (but not pipelining). Requests are sent as seen on the wire without processing. Responses are parsed in order to properly read a full response for each request, and HTTP response codes are tallied.</p>
|
||
<p dir="auto">Capture traffic using your favorite packet capture tool. Only the requests are used by Apiary, and it is allowable to capture only incoming traffic with your capture tool. Use <code>tcpflow</code> to parse the pcap file into streams, one per file, with timing information:</p>
|
||
<div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="tcpflow -r foo.pcap -Fm -I -Z -o flows"><pre class="notranslate"><code>tcpflow -r foo.pcap -Fm -I -Z -o flows
|
||
</code></pre></div>
|
||
<p dir="auto">Note that tcpflow can be very picky about the pcap. If your pcap is terminated mid-packet, tcpflow may crash at the end without flushing out any streams buffered in memory. To avoid this, pre-process your pcap with <code>tcpdump</code> to remove the partial packet:</p>
|
||
<div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="tcpdump -r foo.pcap -w foo_fixed.pcap"><pre class="notranslate"><code>tcpdump -r foo.pcap -w foo_fixed.pcap
|
||
</code></pre></div>
|
||
<p dir="auto">Annoying, but it works.</p>
|
||
<p dir="auto">This uses the undocumented -I switch to save timing information. -Z prevents decompressing gzip-encoded HTTP requests -- we want apiary to send them just as they were.</p>
|
||
<p dir="auto">Next, use <code>bin/genjobs-http</code> or <code>bin/genjobs-http-individual</code> to generate a jobs file. These two are the same except that the latter ignores the observed keep-alive in the packet capture and sends all requests with a new connection.</p>
|
||
<div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">CountDB</h1><a id="user-content-countdb" class="anchor" aria-label="Permalink: CountDB" href="#countdb"><svg data-component="Octicon" 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">This one is a protocol used by an internal tool at DeviantArt. It may be useful to see how new protocols can be added, or perhaps it might be useful for other services that use simple protocols. It was written before the author knew about <code>tcpflow</code>. <code>pkt2flow</code> (<a href="https://github.com/caesar0301/pkt2flow">https://github.com/caesar0301/pkt2flow</a>) might also have been useful here.</p>
|
||
<div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">TUNING</h1><a id="user-content-tuning" class="anchor" aria-label="Permalink: TUNING" href="#tuning"><svg data-component="Octicon" 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">These networking settings are useful with large query volumes:</p>
|
||
<div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="sudo bash -c 'echo 1 > /proc/sys/net/ipv4/tcp_tw_reuse'
|
||
sudo bash -c 'echo 1024 65535 > /proc/sys/net/ipv4/ip_local_port_range'"><pre class="notranslate"><code>sudo bash -c 'echo 1 > /proc/sys/net/ipv4/tcp_tw_reuse'
|
||
sudo bash -c 'echo 1024 65535 > /proc/sys/net/ipv4/ip_local_port_range'
|
||
</code></pre></div>
|
||
<p dir="auto">Otherwise, you may start to see errors like "Could not connect to MySQL host", or "resource not available", because the kernel will quickly run out of local ports it's willing to use.</p>
|
||
<p dir="auto">Also, be sure to run apiary with a high file descriptor limit when replaying large numbers of concurrent requests.</p>
|
||
<p dir="auto">Tuning worker threads is important. Too few and your workers will fall behind and be unable to simulate full production load. Too many, and in theory you'll run out of memory or consume too much time in context switching, though in practice, I've never seen this. You can figure out the minimum number of workers required to run your jobs file like this:</p>
|
||
<div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="bin/count-concurrent-jobs foo.jobs"><pre class="notranslate"><code>bin/count-concurrent-jobs foo.jobs
|
||
</code></pre></div>
|
||
<p dir="auto">I'd probably add a margin of 10-20% just to be sure. For high concurrency, you may need to experiment with a balance of processes and threads. I'd recommend running no more than 80 threads per worker process.</p>
|
||
<p dir="auto">For more than a few hundred total threads, use --startup-wait to cause Apiary to pause and allow workers to initalize. 30-60 seconds is usually enough. Failure to do this may cause an initial load spike as workers start the first few jobs late and rush to catch up.</p>
|
||
<div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">HISTORY</h1><a id="user-content-history" class="anchor" aria-label="Permalink: HISTORY" href="#history"><svg data-component="Octicon" 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">Apiary was originally designed and developed at Linden Lab by Charity Majors and (Dante Linden <FIXME: real name unknown>). It was used to test MySQL to gain confidence in upgrading to version 5.0. Apiary's initial design used RabbitMQ as its messaging bus. Sets of workers were spawned manually on multiple machines by the user in order to achieve the desired parallelization. Apiary also had rudimentary support for the HTTP protocol but this was unfinished, and may never have worked at all. The query load scenario was stored in a custom text format. At this point, Apiary was open-sourced as-is, somewhat short on documentation but functional. It was the only tool of its kind available.</p>
|
||
<p dir="auto">Years later, Apiary was used by Lex Neva to test a new database machine build prior to replacing Linden's aging database fleet. By this point, the query volume had increased by a significating factor and the original Apiary codebase was no longer able to generate the required query volume. In addition, the PCAP parsing code no longer worked properly and the original developers had left the company. Lex modified Apiary to allow the use of <code>pt-query-digest</code>, avoiding the need to use the old custom in-house written PCAP parser.</p>
|
||
<p dir="auto">Lex identified multiple bottlenecks and ended up rewriting large portions of Apiary's main engine for speed and simplicity of use. The load scenario was now stored on disk as a series of cPickle-formatted jobs that could be read in and shoved onto the wire as-is. Multiple-protocol support was removed in favor of raw speed. Multiple features such as time scaling were added. Apiary now all ran on one machine and spawned and managed its own child processes. At this point, Apiary could generate 30,000+ queries per second.</p>
|
||
<p dir="auto">In a later role at DeviantArt Inc, Lex used Apiary to test an in-house tool called CountDB. CountDB uses a simple raw TCP protocol, with the client and server communicating in json-serialized messages delimited by null bytes. CountDB serves around 6000 concurrent clients in production at around 100k requests per second. Multi-protocol support was re-added, along with threading, since the previous model used individual processes for workers and likely would not scale to 6000 processes. This necessitated the use of a different python AMQP library (rabbitpy) that was thread-safe, leading to the somewhat unwieldy requirement of two (!) AMQP client libraries.</p>
|
||
<p dir="auto">Lex later added HTTP support in order to test DeviantArt's new fleet of web servers processing thousands of requests per second. --offset, --skip, and related options were added in order to test fractions of the full fleet. At this point, RabbitMQ became a significant bottleneck. Even without durability, RabbitMQ was unable to handle enough messages per second to allow workers to report statistics on individual requests. ZeroMQ was tested against simple Python multiprocessing Queues, and the latter was faster by at least a factor of two. Now Apiary has no RabbitMQ dependency and has much more advanced statistics gathering capabilities.</p>
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</article></div></div></div></div></div></div></div><div class="prc-PageLayout-PaneWrapper-pHPop pr-2" style="--offset-header:0px;--spacing-row:var(--spacing-none);--spacing-column:var(--spacing-none)" data-is-hidden="false" data-position="end"><div class="prc-PageLayout-HorizontalDivider-JLVqp prc-PageLayout-PaneHorizontalDivider-9tbnE" data-component="PageLayout.HorizontalDivider" data-variant-narrow="none" data-variant-regular="none" data-position="end" style="--spacing-divider:var(--spacing-none);--spacing:var(--spacing-none)"></div><div class="prc-PageLayout-Pane-AyzHK" data-component="SplitPageLayout.Pane" style="--spacing:var(--spacing-normal);--pane-min-width:256px;--pane-max-width:calc(100vw - var(--pane-max-width-diff));--pane-width-size:var(--pane-width-large);--pane-width:320px"><!--&--><div class="CodeViewSidebar-module__borderGrid__Lpx5q"><div class="SidebarSection-module__sidebarSection__e8jFN hide-sm hide-md border-0"><h2 class="SidebarSection-module__sectionHeading__TG36m prc-Heading-Heading-MtWFE" data-variant="small" data-component="Heading"><span>About</span></h2><p class="SidebarAbout-module__description__xTkIP prc-Text-Text-9mHv3" data-component="Text">converted from <a href="http://bitbucket.org/lindenlab/apiary/" class="Link--inTextBlock" rel="nofollow">http://bitbucket.org/lindenlab/apiary/</a></p><h3 class="sr-only prc-Heading-Heading-MtWFE" data-component="Heading"><span>Resources</span></h3><div class="mt-2"><a class="prc-Link-Link-9ZwDx" data-component="Link" data-muted="true" href="#readme-ov-file"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-book mr-2" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M0 1.75A.75.75 0 0 1 .75 1h4.253c1.227 0 2.317.59 3 1.501A3.743 3.743 0 0 1 11.006 1h4.245a.75.75 0 0 1 .75.75v10.5a.75.75 0 0 1-.75.75h-4.507a2.25 2.25 0 0 0-1.591.659l-.622.621a.75.75 0 0 1-1.06 0l-.622-.621A2.25 2.25 0 0 0 5.258 13H.75a.75.75 0 0 1-.75-.75Zm7.251 10.324.004-5.073-.002-2.253A2.25 2.25 0 0 0 5.003 2.5H1.5v9h3.757a3.75 3.75 0 0 1 1.994.574ZM8.755 4.75l-.004 7.322a3.752 3.752 0 0 1 1.992-.572H14.5v-9h-3.495a2.25 2.25 0 0 0-2.25 2.25Z"></path></svg><span>Readme</span></a></div><div class="mt-2"><a class="prc-Link-Link-9ZwDx" data-component="Link" data-muted="true" href="#MIT-1-ov-file"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-law mr-2" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M8.75.75V2h.985c.304 0 .603.08.867.231l1.29.736c.038.022.08.033.124.033h2.234a.75.75 0 0 1 0 1.5h-.427l2.111 4.692a.75.75 0 0 1-.154.838l-.53-.53.529.531-.001.002-.002.002-.006.006-.006.005-.01.01-.045.04c-.21.176-.441.327-.686.45C14.556 10.78 13.88 11 13 11a4.498 4.498 0 0 1-2.023-.454 3.544 3.544 0 0 1-.686-.45l-.045-.04-.016-.015-.006-.006-.004-.004v-.001a.75.75 0 0 1-.154-.838L12.178 4.5h-.162c-.305 0-.604-.079-.868-.231l-1.29-.736a.245.245 0 0 0-.124-.033H8.75V13h2.5a.75.75 0 0 1 0 1.5h-6.5a.75.75 0 0 1 0-1.5h2.5V3.5h-.984a.245.245 0 0 0-.124.033l-1.289.737c-.265.15-.564.23-.869.23h-.162l2.112 4.692a.75.75 0 0 1-.154.838l-.53-.53.529.531-.001.002-.002.002-.006.006-.016.015-.045.04c-.21.176-.441.327-.686.45C4.556 10.78 3.88 11 3 11a4.498 4.498 0 0 1-2.023-.454 3.544 3.544 0 0 1-.686-.45l-.045-.04-.016-.015-.006-.006-.004-.004v-.001a.75.75 0 0 1-.154-.838L2.178 4.5H1.75a.75.75 0 0 1 0-1.5h2.234a.249.249 0 0 0 .125-.033l1.288-.737c.265-.15.564-.23.869-.23h.984V.75a.75.75 0 0 1 1.5 0Zm2.945 8.477c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L13 6.327Zm-10 0c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L3 6.327Z"></path></svg><span>MIT license</span></a></div><div class="mt-2"><a class="prc-Link-Link-9ZwDx" data-component="Link" data-muted="true" href="/lexelby/apiary/activity" data-discover="true"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-pulse mr-2" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M6 2c.306 0 .582.187.696.471L10 10.731l1.304-3.26A.751.751 0 0 1 12 7h3.25a.75.75 0 0 1 0 1.5h-2.742l-1.812 4.528a.751.751 0 0 1-1.392 0L6 4.77 4.696 8.03A.75.75 0 0 1 4 8.5H.75a.75.75 0 0 1 0-1.5h2.742l1.812-4.529A.751.751 0 0 1 6 2Z"></path></svg><span>Activity</span></a></div><h3 class="sr-only prc-Heading-Heading-MtWFE" data-component="Heading"><span>Stars</span></h3><div class="mt-2"><span class="SidebarAbout-module__socialStat__nnJPx"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-star mr-2" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path></svg><strong>16</strong> stars</span></div><h3 class="sr-only prc-Heading-Heading-MtWFE" data-component="Heading"><span>Watchers</span></h3><div class="mt-2"><span class="SidebarAbout-module__socialStat__nnJPx"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-eye mr-2" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M8 2c1.981 0 3.671.992 4.933 2.078 1.27 1.091 2.187 2.345 2.637 3.023a1.62 1.62 0 0 1 0 1.798c-.45.678-1.367 1.932-2.637 3.023C11.67 13.008 9.981 14 8 14c-1.981 0-3.671-.992-4.933-2.078C1.797 10.83.88 9.576.43 8.898a1.62 1.62 0 0 1 0-1.798c.45-.677 1.367-1.931 2.637-3.022C4.33 2.992 6.019 2 8 2ZM1.679 7.932a.12.12 0 0 0 0 .136c.411.622 1.241 1.75 2.366 2.717C5.176 11.758 6.527 12.5 8 12.5c1.473 0 2.825-.742 3.955-1.715 1.124-.967 1.954-2.096 2.366-2.717a.12.12 0 0 0 0-.136c-.412-.621-1.242-1.75-2.366-2.717C10.824 4.242 9.473 3.5 8 3.5c-1.473 0-2.825.742-3.955 1.715-1.124.967-1.954 2.096-2.366 2.717ZM8 10a2 2 0 1 1-.001-3.999A2 2 0 0 1 8 10Z"></path></svg><strong>0</strong> watching</span></div><h3 class="sr-only prc-Heading-Heading-MtWFE" data-component="Heading"><span>Forks</span></h3><div class="mt-2"><a class="prc-Link-Link-9ZwDx" data-component="Link" data-muted="true" href="/lexelby/apiary/forks" data-discover="true"><svg data-component="Octicon" aria-hidden="true" focusable="false" class="octicon octicon-repo-forked mr-2" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M5 5.372v.878c0 .414.336.75.75.75h4.5a.75.75 0 0 0 .75-.75v-.878a2.25 2.25 0 1 1 1.5 0v.878a2.25 2.25 0 0 1-2.25 2.25h-1.5v2.128a2.251 2.251 0 1 1-1.5 0V8.5h-1.5A2.25 2.25 0 0 1 3.5 6.25v-.878a2.25 2.25 0 1 1 1.5 0ZM5 3.25a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Zm6.75.75a.75.75 0 1 0 0-1.5.75.75 0 0 0 0 1.5Zm-3 8.75a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Z"></path></svg><span><strong>1</strong></span><span> fork</span></a></div><div class="mt-2"><a class="prc-Link-Link-9ZwDx" data-component="Link" data-muted="true" href="/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Flexelby%2Fapiary&report=lexelby+%28user%29" data-discover="true"><span>Report repository</span></a></div></div><div class="SidebarSection-module__sidebarSection__e8jFN"><h2 class="SidebarSection-module__sectionHeading__TG36m prc-Heading-Heading-MtWFE" data-variant="small" data-component="Heading"><span>Releases</span></h2><div class="prc-SkeletonText-SkeletonText--DvUT prc-Skeleton-SkeletonBox-e93nW" style="width:100%" data-text-skeleton-size="bodyMedium" data-component="SkeletonText"></div><div class="prc-SkeletonText-SkeletonText--DvUT prc-Skeleton-SkeletonBox-e93nW" style="width:100%" data-text-skeleton-size="bodyMedium" data-component="SkeletonText"></div></div><div class="SidebarSection-module__sidebarSection__e8jFN"><h2 class="SidebarSection-module__sectionHeading__TG36m prc-Heading-Heading-MtWFE" data-variant="small" data-component="Heading"><span>Packages</span></h2><div class="prc-SkeletonText-SkeletonText--DvUT prc-Skeleton-SkeletonBox-e93nW" style="width:100%" data-text-skeleton-size="bodyMedium" data-component="SkeletonText"></div></div><div class="SidebarSection-module__sidebarSection__e8jFN"><h2 class="SidebarSection-module__sectionHeading__TG36m prc-Heading-Heading-MtWFE" data-variant="small" data-component="Heading"><span>Used 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|
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You can’t perform that action at this time.
|
||
</div>
|
||
|
||
<template id="site-details-dialog">
|
||
<details class="details-reset details-overlay details-overlay-dark lh-default color-fg-default hx_rsm" open>
|
||
<summary role="button" aria-label="Close dialog"></summary>
|
||
<details-dialog class="Box Box--overlay d-flex flex-column anim-fade-in fast hx_rsm-dialog hx_rsm-modal">
|
||
<button class="Box-btn-octicon m-0 btn-octicon position-absolute right-0 top-0" type="button" aria-label="Close dialog" data-close-dialog>
|
||
<svg aria-hidden="true" data-component="Octicon" 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 class="octocat-spinner tmp-my-6 js-details-dialog-spinner"></div>
|
||
</details-dialog>
|
||
</details>
|
||
</template>
|
||
|
||
<div class="Popover js-hovercard-content position-absolute" style="display: none; outline: none;">
|
||
<div class="Popover-message Popover-message--bottom-left Popover-message--large Box color-shadow-large" style="width:360px;">
|
||
</div>
|
||
</div>
|
||
|
||
<template id="snippet-clipboard-copy-button">
|
||
<div class="zeroclipboard-container position-absolute right-0 top-0">
|
||
<clipboard-copy aria-label="Copy code to clipboard" class="ClipboardButton btn js-clipboard-copy m-2 p-0" data-copy-feedback="Copied!" data-tooltip-direction="w">
|
||
<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon m-2 tmp-m-2">
|
||
<path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path>
|
||
</svg>
|
||
<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none m-2 tmp-m-2">
|
||
<path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path>
|
||
</svg>
|
||
</clipboard-copy>
|
||
</div>
|
||
</template>
|
||
<template id="snippet-clipboard-copy-button-unpositioned">
|
||
<div class="zeroclipboard-container">
|
||
<clipboard-copy aria-label="Copy code to clipboard" class="ClipboardButton btn btn-invisible js-clipboard-copy m-2 p-0 d-flex flex-justify-center flex-items-center" data-copy-feedback="Copied!" data-tooltip-direction="w">
|
||
<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon">
|
||
<path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path>
|
||
</svg>
|
||
<svg aria-hidden="true" data-component="Octicon" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none">
|
||
<path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path>
|
||
</svg>
|
||
</clipboard-copy>
|
||
</div>
|
||
</template>
|
||
|
||
|
||
|
||
|
||
</div>
|
||
<div id="js-global-screen-reader-notice" class="sr-only mt-n1" aria-live="polite" aria-atomic="true" ></div>
|
||
<div id="js-global-screen-reader-notice-assertive" class="sr-only mt-n1" aria-live="assertive" aria-atomic="true"></div>
|
||
</body>
|
||
</html>
|
||
|