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1 1 5.9225 1 12C1 16.8675 4.14875 20.9787 8.52125 22.4362C9.07125 22.5325 9.2775 22.2025 9.2775 21.9137C9.2775 21.6525 9.26375 20.7862 9.26375 19.865C6.5 20.3737 5.785 19.1912 5.565 18.5725C5.44125 18.2562 4.905 17.28 4.4375 17.0187C4.0525 16.8125 3.5025 16.3037 4.42375 16.29C5.29 16.2762 5.90875 17.0875 6.115 17.4175C7.105 19.0812 8.68625 18.6137 9.31875 18.325C9.415 17.61 9.70375 17.1287 10.02 16.8537C7.5725 16.5787 5.015 15.63 5.015 11.4225C5.015 10.2262 5.44125 9.23625 6.1425 8.46625C6.0325 8.19125 5.6475 7.06375 6.2525 5.55125C6.2525 5.55125 7.17375 5.2625 9.2775 6.67875C10.1575 6.43125 11.0925 6.3075 12.0275 6.3075C12.9625 6.3075 13.8975 6.43125 14.7775 6.67875C16.8813 5.24875 17.8025 5.55125 17.8025 5.55125C18.4075 7.06375 18.0225 8.19125 17.9125 8.46625C18.6138 9.23625 19.04 10.2125 19.04 11.4225C19.04 15.6437 16.4688 16.5787 14.0213 16.8537C14.42 17.1975 14.7638 17.8575 14.7638 18.8887C14.7638 20.36 14.75 21.5425 14.75 21.9137C14.75 22.2025 14.9563 22.5462 15.5063 22.4362C19.8513 20.9787 23 16.8537 23 12C23 5.9225 18.0775 1 12 1Z"></path> </svg> </a> <div class="flex-1 flex-order-2 text-right"> <a href="/login?return_to=https%3A%2F%2Fgithub.com%2Fplengauer%2FThoth" class="HeaderMenu-link HeaderMenu-button d-inline-flex d-lg-none flex-order-1 f5 no-underline border color-border-default rounded-2 px-2 py-1 color-fg-inherit js-prevent-focus-on-mobile-nav" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;site header menu&quot;,&quot;repository_id&quot;:null,&quot;auth_type&quot;:&quot;SIGN_UP&quot;,&quot;originating_url&quot;:&quot;https://github.com/plengauer/Thoth&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e9ba412f8046f6422048f2e59b48406d14a844abe28fd4ac4f0f4c62337a3c82" data-analytics-event="{&quot;category&quot;:&quot;Marketing nav&quot;,&quot;action&quot;:&quot;click to Sign in&quot;,&quot;label&quot;:&quot;ref_page:Marketing;ref_cta:Sign in;ref_loc:Header&quot;}" > Sign in </a> </div> </div> <div class="HeaderMenu js-header-menu height-fit position-lg-relative d-lg-flex flex-column flex-auto top-0"> <div class="HeaderMenu-wrapper d-flex flex-column flex-self-start flex-lg-row flex-auto rounded rounded-lg-0"> <nav class="HeaderMenu-nav" aria-label="Global"> <ul class="d-lg-flex list-style-none"> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Product <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;github_copilot&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;github_copilot_link_product_navbar&quot;}" href="https://github.com/features/copilot"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-copilot color-fg-subtle mr-3"> <path d="M23.922 16.992c-.861 1.495-5.859 5.023-11.922 5.023-6.063 0-11.061-3.528-11.922-5.023A.641.641 0 0 1 0 16.736v-2.869a.841.841 0 0 1 .053-.22c.372-.935 1.347-2.292 2.605-2.656.167-.429.414-1.055.644-1.517a10.195 10.195 0 0 1-.052-1.086c0-1.331.282-2.499 1.132-3.368.397-.406.89-.717 1.474-.952 1.399-1.136 3.392-2.093 6.122-2.093 2.731 0 4.767.957 6.166 2.093.584.235 1.077.546 1.474.952.85.869 1.132 2.037 1.132 3.368 0 .368-.014.733-.052 1.086.23.462.477 1.088.644 1.517 1.258.364 2.233 1.721 2.605 2.656a.832.832 0 0 1 .053.22v2.869a.641.641 0 0 1-.078.256ZM12.172 11h-.344a4.323 4.323 0 0 1-.355.508C10.703 12.455 9.555 13 7.965 13c-1.725 0-2.989-.359-3.782-1.259a2.005 2.005 0 0 1-.085-.104L4 11.741v6.585c1.435.779 4.514 2.179 8 2.179 3.486 0 6.565-1.4 8-2.179v-6.585l-.098-.104s-.033.045-.085.104c-.793.9-2.057 1.259-3.782 1.259-1.59 0-2.738-.545-3.508-1.492a4.323 4.323 0 0 1-.355-.508h-.016.016Zm.641-2.935c.136 1.057.403 1.913.878 2.497.442.544 1.134.938 2.344.938 1.573 0 2.292-.337 2.657-.751.384-.435.558-1.15.558-2.361 0-1.14-.243-1.847-.705-2.319-.477-.488-1.319-.862-2.824-1.025-1.487-.161-2.192.138-2.533.529-.269.307-.437.808-.438 1.578v.021c0 .265.021.562.063.893Zm-1.626 0c.042-.331.063-.628.063-.894v-.02c-.001-.77-.169-1.271-.438-1.578-.341-.391-1.046-.69-2.533-.529-1.505.163-2.347.537-2.824 1.025-.462.472-.705 1.179-.705 2.319 0 1.211.175 1.926.558 2.361.365.414 1.084.751 2.657.751 1.21 0 1.902-.394 2.344-.938.475-.584.742-1.44.878-2.497Z"></path><path d="M14.5 14.25a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Zm-5 0a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Z"></path> </svg> <div> <div class="color-fg-default h4">GitHub Copilot</div> Write better code with AI </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;security&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;security_link_product_navbar&quot;}" href="https://github.com/features/security"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-shield-check color-fg-subtle mr-3"> <path d="M16.53 9.78a.75.75 0 0 0-1.06-1.06L11 13.19l-1.97-1.97a.75.75 0 0 0-1.06 1.06l2.5 2.5a.75.75 0 0 0 1.06 0l5-5Z"></path><path d="m12.54.637 8.25 2.675A1.75 1.75 0 0 1 22 4.976V10c0 6.19-3.771 10.704-9.401 12.83a1.704 1.704 0 0 1-1.198 0C5.77 20.705 2 16.19 2 10V4.976c0-.758.489-1.43 1.21-1.664L11.46.637a1.748 1.748 0 0 1 1.08 0Zm-.617 1.426-8.25 2.676a.249.249 0 0 0-.173.237V10c0 5.46 3.28 9.483 8.43 11.426a.199.199 0 0 0 .14 0C17.22 19.483 20.5 15.461 20.5 10V4.976a.25.25 0 0 0-.173-.237l-8.25-2.676a.253.253 0 0 0-.154 0Z"></path> </svg> <div> <div class="color-fg-default h4">Security</div> Find and fix vulnerabilities </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;actions&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;actions_link_product_navbar&quot;}" href="https://github.com/features/actions"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-workflow color-fg-subtle mr-3"> <path d="M1 3a2 2 0 0 1 2-2h6.5a2 2 0 0 1 2 2v6.5a2 2 0 0 1-2 2H7v4.063C7 16.355 7.644 17 8.438 17H12.5v-2.5a2 2 0 0 1 2-2H21a2 2 0 0 1 2 2V21a2 2 0 0 1-2 2h-6.5a2 2 0 0 1-2-2v-2.5H8.437A2.939 2.939 0 0 1 5.5 15.562V11.5H3a2 2 0 0 1-2-2Zm2-.5a.5.5 0 0 0-.5.5v6.5a.5.5 0 0 0 .5.5h6.5a.5.5 0 0 0 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1.75-1.75h17.5c.966 0 1.75.784 1.75 1.75v4a1.75 1.75 0 0 1-1.75 1.75H3.25a1.75 1.75 0 0 1-1.75-1.75ZM5.25 3.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h13.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Zm-2 12a.25.25 0 0 0-.25.25v4c0 .138.112.25.25.25h17.5a.25.25 0 0 0 .25-.25v-4a.25.25 0 0 0-.25-.25Z"></path><path d="M10 17.75a.75.75 0 0 1 .75-.75h6.5a.75.75 0 0 1 0 1.5h-6.5a.75.75 0 0 1-.75-.75Zm-4 0a.75.75 0 0 1 .75-.75h.5a.75.75 0 0 1 0 1.5h-.5a.75.75 0 0 1-.75-.75Z"></path> </svg> <div> <div class="color-fg-default h4">Codespaces</div> Instant dev environments </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;issues&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;issues_link_product_navbar&quot;}" href="https://github.com/features/issues"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-issue-opened color-fg-subtle mr-3"> <path d="M12 1c6.075 0 11 4.925 11 11s-4.925 11-11 11S1 18.075 1 12 5.925 1 12 1ZM2.5 12a9.5 9.5 0 0 0 9.5 9.5 9.5 9.5 0 0 0 9.5-9.5A9.5 9.5 0 0 0 12 2.5 9.5 9.5 0 0 0 2.5 12Zm9.5 2a2 2 0 1 1-.001-3.999A2 2 0 0 1 12 14Z"></path> </svg> <div> <div class="color-fg-default h4">Issues</div> Plan and track work </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;code_review&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;code_review_link_product_navbar&quot;}" href="https://github.com/features/code-review"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-code-review color-fg-subtle mr-3"> <path d="M10.3 6.74a.75.75 0 0 1-.04 1.06l-2.908 2.7 2.908 2.7a.75.75 0 1 1-1.02 1.1l-3.5-3.25a.75.75 0 0 1 0-1.1l3.5-3.25a.75.75 0 0 1 1.06.04Zm3.44 1.06a.75.75 0 1 1 1.02-1.1l3.5 3.25a.75.75 0 0 1 0 1.1l-3.5 3.25a.75.75 0 1 1-1.02-1.1l2.908-2.7-2.908-2.7Z"></path><path d="M1.5 4.25c0-.966.784-1.75 1.75-1.75h17.5c.966 0 1.75.784 1.75 1.75v12.5a1.75 1.75 0 0 1-1.75 1.75h-9.69l-3.573 3.573A1.458 1.458 0 0 1 5 21.043V18.5H3.25a1.75 1.75 0 0 1-1.75-1.75ZM3.25 4a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h2.5a.75.75 0 0 1 .75.75v3.19l3.72-3.72a.749.749 0 0 1 .53-.22h10a.25.25 0 0 0 .25-.25V4.25a.25.25 0 0 0-.25-.25Z"></path> </svg> <div> <div class="color-fg-default h4">Code Review</div> Manage code changes </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;discussions&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;discussions_link_product_navbar&quot;}" href="https://github.com/features/discussions"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-comment-discussion color-fg-subtle mr-3"> <path d="M1.75 1h12.5c.966 0 1.75.784 1.75 1.75v9.5A1.75 1.75 0 0 1 14.25 14H8.061l-2.574 2.573A1.458 1.458 0 0 1 3 15.543V14H1.75A1.75 1.75 0 0 1 0 12.25v-9.5C0 1.784.784 1 1.75 1ZM1.5 2.75v9.5c0 .138.112.25.25.25h2a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h6.5a.25.25 0 0 0 .25-.25v-9.5a.25.25 0 0 0-.25-.25H1.75a.25.25 0 0 0-.25.25Z"></path><path d="M22.5 8.75a.25.25 0 0 0-.25-.25h-3.5a.75.75 0 0 1 0-1.5h3.5c.966 0 1.75.784 1.75 1.75v9.5A1.75 1.75 0 0 1 22.25 20H21v1.543a1.457 1.457 0 0 1-2.487 1.03L15.939 20H10.75A1.75 1.75 0 0 1 9 18.25v-1.465a.75.75 0 0 1 1.5 0v1.465c0 .138.112.25.25.25h5.5a.75.75 0 0 1 .53.22l2.72 2.72v-2.19a.75.75 0 0 1 .75-.75h2a.25.25 0 0 0 .25-.25v-9.5Z"></path> </svg> <div> <div class="color-fg-default h4">Discussions</div> Collaborate outside of code </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;code_search&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;code_search_link_product_navbar&quot;}" href="https://github.com/features/code-search"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-code-square color-fg-subtle mr-3"> <path d="M10.3 8.24a.75.75 0 0 1-.04 1.06L7.352 12l2.908 2.7a.75.75 0 1 1-1.02 1.1l-3.5-3.25a.75.75 0 0 1 0-1.1l3.5-3.25a.75.75 0 0 1 1.06.04Zm3.44 1.06a.75.75 0 1 1 1.02-1.1l3.5 3.25a.75.75 0 0 1 0 1.1l-3.5 3.25a.75.75 0 1 1-1.02-1.1l2.908-2.7-2.908-2.7Z"></path><path d="M2 3.75C2 2.784 2.784 2 3.75 2h16.5c.966 0 1.75.784 1.75 1.75v16.5A1.75 1.75 0 0 1 20.25 22H3.75A1.75 1.75 0 0 1 2 20.25Zm1.75-.25a.25.25 0 0 0-.25.25v16.5c0 .138.112.25.25.25h16.5a.25.25 0 0 0 .25-.25V3.75a.25.25 0 0 0-.25-.25Z"></path> </svg> <div> <div class="color-fg-default h4">Code Search</div> Find more, search less </div> </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="product-explore-heading">Explore</span> <ul class="list-style-none f5" aria-labelledby="product-explore-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;all_features&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;all_features_link_product_navbar&quot;}" href="https://github.com/features"> All features </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;documentation&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;documentation_link_product_navbar&quot;}" href="https://docs.github.com"> Documentation <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 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<path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Solutions <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon 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data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;startups&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;startups_link_solutions_navbar&quot;}" href="https://github.com/enterprise/startups"> Startups </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;nonprofits&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;nonprofits_link_solutions_navbar&quot;}" href="/solutions/industry/nonprofits"> Nonprofits </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-use-case-heading">By use case</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-use-case-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;devsecops&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;devsecops_link_solutions_navbar&quot;}" href="/solutions/use-case/devsecops"> DevSecOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;devops&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;devops_link_solutions_navbar&quot;}" href="/solutions/use-case/devops"> DevOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;ci_cd&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;ci_cd_link_solutions_navbar&quot;}" href="/solutions/use-case/ci-cd"> CI/CD </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;view_all_use_cases&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;view_all_use_cases_link_solutions_navbar&quot;}" href="/solutions/use-case"> View all use cases </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-industry-heading">By industry</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-industry-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;healthcare&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;healthcare_link_solutions_navbar&quot;}" href="/solutions/industry/healthcare"> Healthcare </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;financial_services&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;financial_services_link_solutions_navbar&quot;}" href="/solutions/industry/financial-services"> Financial services </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;manufacturing&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;manufacturing_link_solutions_navbar&quot;}" href="/solutions/industry/manufacturing"> Manufacturing </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;government&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;government_link_solutions_navbar&quot;}" href="/solutions/industry/government"> Government </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;view_all_industries&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;view_all_industries_link_solutions_navbar&quot;}" href="/solutions/industry"> View all industries </a></li> </ul> </div> </div> <div class="HeaderMenu-trailing-link rounded-bottom-2 flex-shrink-0 mt-lg-4 px-lg-4 py-4 py-lg-3 f5 text-semibold"> <a href="/solutions"> View all solutions <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-right HeaderMenu-trailing-link-icon"> <path d="M6.22 3.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L9.94 8 6.22 4.28a.75.75 0 0 1 0-1.06Z"></path> </svg> </a> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Resources <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-topics-heading">Topics</span> <ul class="list-style-none f5" aria-labelledby="resources-topics-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;ai&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;ai_link_resources_navbar&quot;}" href="/resources/articles/ai"> AI </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;devops&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;devops_link_resources_navbar&quot;}" href="/resources/articles/devops"> DevOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;security&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;security_link_resources_navbar&quot;}" href="/resources/articles/security"> Security </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;software_development&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;software_development_link_resources_navbar&quot;}" href="/resources/articles/software-development"> Software Development </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;view_all&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;view_all_link_resources_navbar&quot;}" href="/resources/articles"> View all </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-explore-heading">Explore</span> <ul class="list-style-none f5" aria-labelledby="resources-explore-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;learning_pathways&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;learning_pathways_link_resources_navbar&quot;}" href="https://resources.github.com/learn/pathways"> Learning Pathways <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;events_amp_webinars&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;events_amp_webinars_link_resources_navbar&quot;}" href="https://resources.github.com"> Events &amp; Webinars <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;ebooks_amp_whitepapers&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;ebooks_amp_whitepapers_link_resources_navbar&quot;}" href="https://github.com/resources/whitepapers"> Ebooks &amp; Whitepapers </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;customer_stories&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;customer_stories_link_resources_navbar&quot;}" href="https://github.com/customer-stories"> Customer Stories </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;partners&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;partners_link_resources_navbar&quot;}" href="https://partner.github.com"> Partners <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 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5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;github_sponsors&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;github_sponsors_link_open_source_navbar&quot;}" href="/sponsors"> <div> <div class="color-fg-default h4">GitHub Sponsors</div> Fund open source developers </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;the_readme_project&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;the_readme_project_link_open_source_navbar&quot;}" href="https://github.com/readme"> <div> <div class="color-fg-default h4">The ReadME Project</div> GitHub community articles </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="open-source-repositories-heading">Repositories</span> <ul class="list-style-none f5" aria-labelledby="open-source-repositories-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 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0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;enterprise_platform&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;enterprise_platform_link_enterprise_navbar&quot;}" href="/enterprise"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-stack color-fg-subtle mr-3"> <path d="M11.063 1.456a1.749 1.749 0 0 1 1.874 0l8.383 5.316a1.751 1.751 0 0 1 0 2.956l-8.383 5.316a1.749 1.749 0 0 1-1.874 0L2.68 9.728a1.751 1.751 0 0 1 0-2.956Zm1.071 1.267a.25.25 0 0 0-.268 0L3.483 8.039a.25.25 0 0 0 0 .422l8.383 5.316a.25.25 0 0 0 .268 0l8.383-5.316a.25.25 0 0 0 0-.422Z"></path><path d="M1.867 12.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path><path d="M1.867 16.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path> </svg> <div> <div class="color-fg-default h4">Enterprise platform</div> AI-powered developer platform </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="enterprise-available-add-ons-heading">Available add-ons</span> <ul class="list-style-none f5" aria-labelledby="enterprise-available-add-ons-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;advanced_security&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;advanced_security_link_enterprise_navbar&quot;}" href="https://github.com/enterprise/advanced-security"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-shield-check color-fg-subtle mr-3"> <path d="M16.53 9.78a.75.75 0 0 0-1.06-1.06L11 13.19l-1.97-1.97a.75.75 0 0 0-1.06 1.06l2.5 2.5a.75.75 0 0 0 1.06 0l5-5Z"></path><path d="m12.54.637 8.25 2.675A1.75 1.75 0 0 1 22 4.976V10c0 6.19-3.771 10.704-9.401 12.83a1.704 1.704 0 0 1-1.198 0C5.77 20.705 2 16.19 2 10V4.976c0-.758.489-1.43 1.21-1.664L11.46.637a1.748 1.748 0 0 1 1.08 0Zm-.617 1.426-8.25 2.676a.249.249 0 0 0-.173.237V10c0 5.46 3.28 9.483 8.43 11.426a.199.199 0 0 0 .14 0C17.22 19.483 20.5 15.461 20.5 10V4.976a.25.25 0 0 0-.173-.237l-8.25-2.676a.253.253 0 0 0-.154 0Z"></path> </svg> <div> <div class="color-fg-default h4">Advanced Security</div> Enterprise-grade security features </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;copilot_for_business&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;copilot_for_business_link_enterprise_navbar&quot;}" href="/features/copilot/copilot-business"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-copilot color-fg-subtle mr-3"> <path d="M23.922 16.992c-.861 1.495-5.859 5.023-11.922 5.023-6.063 0-11.061-3.528-11.922-5.023A.641.641 0 0 1 0 16.736v-2.869a.841.841 0 0 1 .053-.22c.372-.935 1.347-2.292 2.605-2.656.167-.429.414-1.055.644-1.517a10.195 10.195 0 0 1-.052-1.086c0-1.331.282-2.499 1.132-3.368.397-.406.89-.717 1.474-.952 1.399-1.136 3.392-2.093 6.122-2.093 2.731 0 4.767.957 6.166 2.093.584.235 1.077.546 1.474.952.85.869 1.132 2.037 1.132 3.368 0 .368-.014.733-.052 1.086.23.462.477 1.088.644 1.517 1.258.364 2.233 1.721 2.605 2.656a.832.832 0 0 1 .053.22v2.869a.641.641 0 0 1-.078.256ZM12.172 11h-.344a4.323 4.323 0 0 1-.355.508C10.703 12.455 9.555 13 7.965 13c-1.725 0-2.989-.359-3.782-1.259a2.005 2.005 0 0 1-.085-.104L4 11.741v6.585c1.435.779 4.514 2.179 8 2.179 3.486 0 6.565-1.4 8-2.179v-6.585l-.098-.104s-.033.045-.085.104c-.793.9-2.057 1.259-3.782 1.259-1.59 0-2.738-.545-3.508-1.492a4.323 4.323 0 0 1-.355-.508h-.016.016Zm.641-2.935c.136 1.057.403 1.913.878 2.497.442.544 1.134.938 2.344.938 1.573 0 2.292-.337 2.657-.751.384-.435.558-1.15.558-2.361 0-1.14-.243-1.847-.705-2.319-.477-.488-1.319-.862-2.824-1.025-1.487-.161-2.192.138-2.533.529-.269.307-.437.808-.438 1.578v.021c0 .265.021.562.063.893Zm-1.626 0c.042-.331.063-.628.063-.894v-.02c-.001-.77-.169-1.271-.438-1.578-.341-.391-1.046-.69-2.533-.529-1.505.163-2.347.537-2.824 1.025-.462.472-.705 1.179-.705 2.319 0 1.211.175 1.926.558 2.361.365.414 1.084.751 2.657.751 1.21 0 1.902-.394 2.344-.938.475-.584.742-1.44.878-2.497Z"></path><path d="M14.5 14.25a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Zm-5 0a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Z"></path> </svg> <div> <div class="color-fg-default h4">Copilot for business</div> Enterprise-grade AI features </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;premium_support&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;premium_support_link_enterprise_navbar&quot;}" href="/premium-support"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-comment-discussion color-fg-subtle mr-3"> <path d="M1.75 1h12.5c.966 0 1.75.784 1.75 1.75v9.5A1.75 1.75 0 0 1 14.25 14H8.061l-2.574 2.573A1.458 1.458 0 0 1 3 15.543V14H1.75A1.75 1.75 0 0 1 0 12.25v-9.5C0 1.784.784 1 1.75 1ZM1.5 2.75v9.5c0 .138.112.25.25.25h2a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h6.5a.25.25 0 0 0 .25-.25v-9.5a.25.25 0 0 0-.25-.25H1.75a.25.25 0 0 0-.25.25Z"></path><path d="M22.5 8.75a.25.25 0 0 0-.25-.25h-3.5a.75.75 0 0 1 0-1.5h3.5c.966 0 1.75.784 1.75 1.75v9.5A1.75 1.75 0 0 1 22.25 20H21v1.543a1.457 1.457 0 0 1-2.487 1.03L15.939 20H10.75A1.75 1.75 0 0 1 9 18.25v-1.465a.75.75 0 0 1 1.5 0v1.465c0 .138.112.25.25.25h5.5a.75.75 0 0 1 .53.22l2.72 2.72v-2.19a.75.75 0 0 1 .75-.75h2a.25.25 0 0 0 .25-.25v-9.5Z"></path> </svg> <div> <div class="color-fg-default h4">Premium Support</div> Enterprise-grade 24/7 support </div> </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <a class="HeaderMenu-link no-underline px-0 px-lg-2 py-3 py-lg-2 d-block d-lg-inline-block" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;pricing&quot;,&quot;context&quot;:&quot;global&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;pricing_link_global_navbar&quot;}" href="https://github.com/pricing">Pricing</a> </li> </ul> </nav> <div class="d-flex flex-column flex-lg-row width-full flex-justify-end flex-lg-items-center 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\u003ccode\u003eopentelemetry-shell\u003c/code\u003e, and \u003ccode\u003eopentelemetry-github\u003c/code\u003e.)\u003c/em\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThis project delivers \u003ca href=\"https://opentelemetry.io/\" rel=\"nofollow\"\u003eOpenTelemetry\u003c/a\u003e traces, metrics and logs from shell scripts (sh, ash, dash, bash, busybox, and many other POSIX compliant shells) as well as from GitHub workflows (including shell, node, docker and composite actions). Compared to similar projects, it delivers not just a command-line SDK to create spans manually, but also provides automatic context propagation via HTTP (wget, wget2, curl, and netcat), auto-instrumentation of all available commands, auto-injection into child scripts, into executables using shebangs, and into GitHub actions, as well as automatic log collection from stderr and from GitHub action log commands. Its installable via a debian or rpm package from the releases in this repository, from the apt-repository below, and via distributable GitHub actions for workflow-level and job-level instrumentation. This project is not officially affiliated with the CNCF project \u003ca href=\"https://opentelemetry.io/\" rel=\"nofollow\"\u003eOpenTelemetry\u003c/a\u003e.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThe project is named after \u003ca href=\"https://en.wikipedia.org/wiki/Thoth\" rel=\"nofollow\"\u003eThoth\u003c/a\u003e, the Egyptian god of (among other things) wisdom, knowledge, and science (aka observability), writing and hieroglyphs (aka shell scripts), and judgment of the dead (aka troubleshooting). Thoth was also a member of the Ogdoad, a group of gods responsible for creating the world (aka probably the original GitHub CI/CD pipeline).\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://github.com/plengauer/opentelemetry-bash/actions/workflows/test.yaml\"\u003e\u003cimg src=\"https://github.com/plengauer/opentelemetry-bash/actions/workflows/test.yaml/badge.svg?branch=main\" alt=\"Tests\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eOverview\u003c/h1\u003e\u003ca id=\"user-content-overview\" class=\"anchor\" aria-label=\"Permalink: Overview\" href=\"#overview\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eCheck out our detailed \u003ca href=\"https://github.com/plengauer/opentelemetry-bash/tree/main/demos\"\u003eDemos\u003c/a\u003e.\nA simple command like \u003ccode\u003ecurl http://www.google.at\u003c/code\u003e on an AWS EC2 will produce a span like this:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-json notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"{\n \u0026quot;name\u0026quot;: \u0026quot;curl http://www.google.at\u0026quot;,\n \u0026quot;context\u0026quot;: {\n \u0026quot;trace_id\u0026quot;: \u0026quot;0xfecf2bf60c1433a33fc3b3715100f44a\u0026quot;,\n \u0026quot;span_id\u0026quot;: \u0026quot;0x0441d068e0d7d83a\u0026quot;,\n \u0026quot;trace_state\u0026quot;: \u0026quot;[]\u0026quot;\n },\n \u0026quot;kind\u0026quot;: \u0026quot;SpanKind.CLIENT\u0026quot;,\n \u0026quot;parent_id\u0026quot;: \u0026quot;0x31877863ebe897a6\u0026quot;,\n \u0026quot;start_time\u0026quot;: \u0026quot;2024-04-07T15:27:35.230551Z\u0026quot;,\n \u0026quot;end_time\u0026quot;: \u0026quot;2024-04-07T15:27:35.790162Z\u0026quot;,\n \u0026quot;status\u0026quot;: {\n \u0026quot;status_code\u0026quot;: \u0026quot;UNSET\u0026quot;\n },\n \u0026quot;attributes\u0026quot;: {\n \u0026quot;shell.command_line\u0026quot;: \u0026quot;curl http://www.google.at\u0026quot;,\n \u0026quot;shell.command\u0026quot;: \u0026quot;curl\u0026quot;,\n \u0026quot;shell.command.type\u0026quot;: \u0026quot;file\u0026quot;,\n \u0026quot;shell.command.name\u0026quot;: \u0026quot;curl\u0026quot;,\n \u0026quot;subprocess.executable.path\u0026quot;: \u0026quot;/usr/bin/curl\u0026quot;,\n \u0026quot;subprocess.executable.name\u0026quot;: \u0026quot;curl\u0026quot;,\n \u0026quot;network.protocol.name\u0026quot;: \u0026quot;http\u0026quot;,\n \u0026quot;network.transport\u0026quot;: \u0026quot;tcp\u0026quot;,\n \u0026quot;http.request.method\u0026quot;: \u0026quot;GET\u0026quot;,\n \u0026quot;server.address\u0026quot;: \u0026quot;www.google.at\u0026quot;,\n \u0026quot;url.full\u0026quot;: \u0026quot;http://www.google.at\u0026quot;,\n \u0026quot;url.path\u0026quot;: \u0026quot;/\u0026quot;,\n \u0026quot;url.scheme\u0026quot;: \u0026quot;http\u0026quot;,\n \u0026quot;network.peer.address\u0026quot;: \u0026quot;172.217.18.3\u0026quot;,\n \u0026quot;network.peer.port\u0026quot;: 80,\n \u0026quot;http.request.header.host\u0026quot;: [ \u0026quot;www.google.at\u0026quot; ],\n \u0026quot;user_agent.original\u0026quot;: \u0026quot;curl/8.2.1\u0026quot;,\n \u0026quot;http.request.header.user-agent\u0026quot;: [ \u0026quot;curl/8.2.1\u0026quot; ],\n \u0026quot;http.request.header.accept\u0026quot;: [ \u0026quot;*/*\u0026quot; ],\n \u0026quot;http.request.header.traceparent\u0026quot;: [ \u0026quot;00-fecf2bf60c1433a33fc3b3715100f44a-0441d068e0d7d83a-01\u0026quot; ],\n \u0026quot;http.response.status_code\u0026quot;: 200,\n \u0026quot;http.response.header.date\u0026quot;: [ \u0026quot;Sun, 07 Apr 2024 15:27:35 GMT\u0026quot; ],\n \u0026quot;http.response.header.expires\u0026quot;: [ \u0026quot;-1\u0026quot; ],\n \u0026quot;http.response.header.cache-control\u0026quot;: [ \u0026quot;private, max-age=0\u0026quot; ],\n \u0026quot;http.response.header.content-type\u0026quot;: [ \u0026quot;text/html; charset=ISO-8859-1\u0026quot; ],\n \u0026quot;http.response.header.content-security-policy-report-only\u0026quot;: [ \u0026quot;object-src 'none';base-uri 'self';script-src 'nonce-Z06PcaKXtGYEozZ8RwkRlA' 'strict-dynamic' 'report-sample' 'unsafe-eval' 'unsafe-inline' https: http:;report-uri https://csp.withgoogle.com/csp/gws/other-hp\u0026quot; ],\n \u0026quot;http.response.header.server\u0026quot;: [ \u0026quot;gws\u0026quot; ],\n \u0026quot;http.response.header.x-xss-protection\u0026quot;: [ \u0026quot;0\u0026quot; ],\n \u0026quot;http.response.header.x-frame-options\u0026quot;: [ \u0026quot;SAMEORIGIN\u0026quot; ],\n \u0026quot;http.response.header.set-cookie\u0026quot;: [ \u0026quot;AEC=AQTF6HxUMJNiGOP4fGxONroFJ61uidlU9uiGQsHcvRug4cz-d5iOLWCN7Q; expires=Fri, 04-Oct-2024 15:27:35 GMT; path=/; domain=.google.at; Secure; HttpOnly; SameSite=lax\u0026quot; ],\n \u0026quot;http.response.header.accept-ranges\u0026quot;: [ \u0026quot;none\u0026quot; ],\n \u0026quot;http.response.header.vary\u0026quot;: [ \u0026quot;Accept-Encoding\u0026quot; ],\n \u0026quot;http.response.header.transfer-encoding\u0026quot;: [ \u0026quot;chunked\u0026quot; ],\n \u0026quot;http.response.body.size\u0026quot;: 11984,\n \u0026quot;pipe.stdin.bytes\u0026quot;: 0,\n \u0026quot;pipe.stdin.lines\u0026quot;: 0,\n \u0026quot;pipe.stdout.bytes\u0026quot;: 18750,\n \u0026quot;pipe.stdout.lines\u0026quot;: 16,\n \u0026quot;pipe.stderr.bytes\u0026quot;: 391,\n \u0026quot;pipe.stderr.lines\u0026quot;: 4,\n \u0026quot;shell.command.exit_code\u0026quot;: 0,\n \u0026quot;code.filepath\u0026quot;: \u0026quot;./otel_demo_curl.sh\u0026quot;,\n \u0026quot;code.lineno\u0026quot;: 2,\n },\n \u0026quot;events\u0026quot;: [],\n \u0026quot;links\u0026quot;: [],\n \u0026quot;resource\u0026quot;: {\n \u0026quot;attributes\u0026quot;: {\n \u0026quot;telemetry.sdk.language\u0026quot;: \u0026quot;shell\u0026quot;,\n \u0026quot;telemetry.sdk.name\u0026quot;: \u0026quot;opentelemetry\u0026quot;,\n \u0026quot;telemetry.sdk.version\u0026quot;: \u0026quot;4.2.1\u0026quot;,\n \u0026quot;deployment.environment\u0026quot;: \u0026quot;development\u0026quot;,\n \u0026quot;service.name\u0026quot;: \u0026quot;DemoService\u0026quot;,\n \u0026quot;cloud.provider\u0026quot;: \u0026quot;aws\u0026quot;,\n \u0026quot;cloud.platform\u0026quot;: \u0026quot;aws_ec2\u0026quot;,\n \u0026quot;cloud.account.id\u0026quot;: \u0026quot;785162395342\u0026quot;,\n \u0026quot;cloud.region\u0026quot;: \u0026quot;eu-central-1\u0026quot;,\n \u0026quot;cloud.availability_zone\u0026quot;: \u0026quot;eu-central-1b\u0026quot;,\n \u0026quot;host.id\u0026quot;: \u0026quot;i-099942b18fe209756\u0026quot;,\n \u0026quot;host.type\u0026quot;: \u0026quot;t3.small\u0026quot;,\n \u0026quot;host.name\u0026quot;: \u0026quot;ip-172-31-41-64.eu-central-1.compute.internal\u0026quot;,\n \u0026quot;process.pid\u0026quot;: 798293,\n \u0026quot;process.parent_pid\u0026quot;: 786902,\n \u0026quot;process.executable.name\u0026quot;: \u0026quot;bash\u0026quot;,\n \u0026quot;process.executable.path\u0026quot;: \u0026quot;/usr/bin/bash\u0026quot;,\n \u0026quot;process.command_line\u0026quot;: \u0026quot;bash ./otel_demo_curl.sh\u0026quot;,\n \u0026quot;process.command\u0026quot;: \u0026quot;bash\u0026quot;,\n \u0026quot;process.owner\u0026quot;: \u0026quot;ubuntu\u0026quot;,\n \u0026quot;process.runtime.name\u0026quot;: \u0026quot;bash\u0026quot;,\n \u0026quot;process.runtime.description\u0026quot;: \u0026quot;Bourne Again Shell\u0026quot;,\n \u0026quot;process.runtime.version\u0026quot;: \u0026quot;5.2.15-2ubuntu1\u0026quot;,\n \u0026quot;process.runtime.options\u0026quot;: \u0026quot;hB\u0026quot;,\n \u0026quot;service.version\u0026quot;: \u0026quot;1.0.0\u0026quot;,\n \u0026quot;service.namespace\u0026quot;: \u0026quot;Demo\u0026quot;,\n \u0026quot;service.instance.id\u0026quot;: \u0026quot;\u0026quot;\n },\n \u0026quot;schema_url\u0026quot;: \u0026quot;\u0026quot;\n }\n}\"\u003e\u003cpre\u003e{\n \u003cspan class=\"pl-ent\"\u003e\"name\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ecurl http://www.google.at\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"context\"\u003c/span\u003e: {\n \u003cspan class=\"pl-ent\"\u003e\"trace_id\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e0xfecf2bf60c1433a33fc3b3715100f44a\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"span_id\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e0x0441d068e0d7d83a\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"trace_state\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e[]\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\n },\n \u003cspan class=\"pl-ent\"\u003e\"kind\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eSpanKind.CLIENT\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"parent_id\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e0x31877863ebe897a6\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"start_time\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e2024-04-07T15:27:35.230551Z\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"end_time\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e2024-04-07T15:27:35.790162Z\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"status\"\u003c/span\u003e: {\n \u003cspan class=\"pl-ent\"\u003e\"status_code\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eUNSET\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\n },\n \u003cspan class=\"pl-ent\"\u003e\"attributes\"\u003c/span\u003e: {\n \u003cspan class=\"pl-ent\"\u003e\"shell.command_line\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ecurl http://www.google.at\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"shell.command\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ecurl\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"shell.command.type\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003efile\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"shell.command.name\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ecurl\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"subprocess.executable.path\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e/usr/bin/curl\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"subprocess.executable.name\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ecurl\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"network.protocol.name\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ehttp\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"network.transport\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003etcp\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"http.request.method\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eGET\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"server.address\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ewww.google.at\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"url.full\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ehttp://www.google.at\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"url.path\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e/\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"url.scheme\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ehttp\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"network.peer.address\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e172.217.18.3\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"network.peer.port\"\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e80\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"http.request.header.host\"\u003c/span\u003e: [ \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ewww.google.at\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e ],\n \u003cspan class=\"pl-ent\"\u003e\"user_agent.original\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ecurl/8.2.1\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"http.request.header.user-agent\"\u003c/span\u003e: [ \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ecurl/8.2.1\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e ],\n \u003cspan class=\"pl-ent\"\u003e\"http.request.header.accept\"\u003c/span\u003e: [ \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e*/*\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e ],\n \u003cspan class=\"pl-ent\"\u003e\"http.request.header.traceparent\"\u003c/span\u003e: [ \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e00-fecf2bf60c1433a33fc3b3715100f44a-0441d068e0d7d83a-01\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e ],\n \u003cspan class=\"pl-ent\"\u003e\"http.response.status_code\"\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e200\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"http.response.header.date\"\u003c/span\u003e: [ \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eSun, 07 Apr 2024 15:27:35 GMT\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e ],\n \u003cspan class=\"pl-ent\"\u003e\"http.response.header.expires\"\u003c/span\u003e: [ \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e-1\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e ],\n \u003cspan class=\"pl-ent\"\u003e\"http.response.header.cache-control\"\u003c/span\u003e: [ \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eprivate, max-age=0\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e ],\n \u003cspan class=\"pl-ent\"\u003e\"http.response.header.content-type\"\u003c/span\u003e: [ \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003etext/html; charset=ISO-8859-1\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e ],\n \u003cspan class=\"pl-ent\"\u003e\"http.response.header.content-security-policy-report-only\"\u003c/span\u003e: [ \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eobject-src 'none';base-uri 'self';script-src 'nonce-Z06PcaKXtGYEozZ8RwkRlA' 'strict-dynamic' 'report-sample' 'unsafe-eval' 'unsafe-inline' https: http:;report-uri https://csp.withgoogle.com/csp/gws/other-hp\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e ],\n \u003cspan class=\"pl-ent\"\u003e\"http.response.header.server\"\u003c/span\u003e: [ \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003egws\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e ],\n \u003cspan class=\"pl-ent\"\u003e\"http.response.header.x-xss-protection\"\u003c/span\u003e: [ \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e0\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e ],\n \u003cspan class=\"pl-ent\"\u003e\"http.response.header.x-frame-options\"\u003c/span\u003e: [ \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eSAMEORIGIN\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e ],\n \u003cspan class=\"pl-ent\"\u003e\"http.response.header.set-cookie\"\u003c/span\u003e: [ \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eAEC=AQTF6HxUMJNiGOP4fGxONroFJ61uidlU9uiGQsHcvRug4cz-d5iOLWCN7Q; expires=Fri, 04-Oct-2024 15:27:35 GMT; path=/; domain=.google.at; Secure; HttpOnly; SameSite=lax\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e ],\n \u003cspan class=\"pl-ent\"\u003e\"http.response.header.accept-ranges\"\u003c/span\u003e: [ \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003enone\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e ],\n \u003cspan class=\"pl-ent\"\u003e\"http.response.header.vary\"\u003c/span\u003e: [ \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eAccept-Encoding\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e ],\n \u003cspan class=\"pl-ent\"\u003e\"http.response.header.transfer-encoding\"\u003c/span\u003e: [ \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003echunked\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e ],\n \u003cspan class=\"pl-ent\"\u003e\"http.response.body.size\"\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e11984\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"pipe.stdin.bytes\"\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e0\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"pipe.stdin.lines\"\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e0\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"pipe.stdout.bytes\"\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e18750\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"pipe.stdout.lines\"\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e16\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"pipe.stderr.bytes\"\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e391\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"pipe.stderr.lines\"\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e4\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"shell.command.exit_code\"\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e0\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"code.filepath\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e./otel_demo_curl.sh\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"code.lineno\"\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e2\u003c/span\u003e,\n },\n \u003cspan class=\"pl-ent\"\u003e\"events\"\u003c/span\u003e: [],\n \u003cspan class=\"pl-ent\"\u003e\"links\"\u003c/span\u003e: [],\n \u003cspan class=\"pl-ent\"\u003e\"resource\"\u003c/span\u003e: {\n \u003cspan class=\"pl-ent\"\u003e\"attributes\"\u003c/span\u003e: {\n \u003cspan class=\"pl-ent\"\u003e\"telemetry.sdk.language\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eshell\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"telemetry.sdk.name\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eopentelemetry\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"telemetry.sdk.version\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e4.2.1\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"deployment.environment\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003edevelopment\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"service.name\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eDemoService\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"cloud.provider\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eaws\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"cloud.platform\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eaws_ec2\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"cloud.account.id\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e785162395342\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"cloud.region\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eeu-central-1\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"cloud.availability_zone\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eeu-central-1b\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"host.id\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ei-099942b18fe209756\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"host.type\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003et3.small\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"host.name\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eip-172-31-41-64.eu-central-1.compute.internal\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"process.pid\"\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e798293\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"process.parent_pid\"\u003c/span\u003e: \u003cspan class=\"pl-c1\"\u003e786902\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"process.executable.name\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ebash\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"process.executable.path\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e/usr/bin/bash\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"process.command_line\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ebash ./otel_demo_curl.sh\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"process.command\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ebash\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"process.owner\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eubuntu\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"process.runtime.name\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ebash\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"process.runtime.description\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eBourne Again Shell\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"process.runtime.version\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e5.2.15-2ubuntu1\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"process.runtime.options\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ehB\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"service.version\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e1.0.0\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"service.namespace\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eDemo\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e,\n \u003cspan class=\"pl-ent\"\u003e\"service.instance.id\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\n },\n \u003cspan class=\"pl-ent\"\u003e\"schema_url\"\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\n }\n}\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eTry For Yourself Locally\u003c/h2\u003e\u003ca id=\"user-content-try-for-yourself-locally\" class=\"anchor\" aria-label=\"Permalink: Try For Yourself Locally\" href=\"#try-for-yourself-locally\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eFor local deployment in a shell script, install as described below. Put the following code at the start of an arbitrary script:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"export OTEL_METRICS_EXPORTER=console\nexport OTEL_LOGS_EXPORTER=console\nexport OTEL_TRACES_EXPORTER=console\n. otel.sh\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003eexport\u003c/span\u003e OTEL_METRICS_EXPORTER=console\n\u003cspan class=\"pl-k\"\u003eexport\u003c/span\u003e OTEL_LOGS_EXPORTER=console\n\u003cspan class=\"pl-k\"\u003eexport\u003c/span\u003e OTEL_TRACES_EXPORTER=console\n\u003cspan class=\"pl-c1\"\u003e.\u003c/span\u003e otel.sh\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eFinally, run your script and see traces, metrics, and logs printed to stderr. For deployment in GitHub actions, refer to Automatic Instrumentation of GitHub Actions below.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eSecurity\u003c/h1\u003e\u003ca id=\"user-content-security\" class=\"anchor\" aria-label=\"Permalink: Security\" href=\"#security\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eSince version 3.43.0, this project generates artifact attestations to establish provenance for builds (\u003ca href=\"https://docs.github.com/en/actions/security-for-github-actions/using-artifact-attestations/using-artifact-attestations-to-establish-provenance-for-builds\"\u003elink\u003c/a\u003e) to harden against supply chain attacks. Download any build artifact from the repositories above or directly from the releases of this repository and use the following code snippet to verify that the package has indeed been built at this location.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"gh attestation verify ./package.deb -R plengauer/opentelemetry-bash\"\u003e\u003cpre\u003egh attestation verify ./package.deb -R plengauer/opentelemetry-bash\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eDocumentation\u003c/h1\u003e\u003ca id=\"user-content-documentation\" class=\"anchor\" aria-label=\"Permalink: Documentation\" href=\"#documentation\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eYou can either use the fully automatic instrumentation (recommended) or just import the API to do everything manually. In both cases, you can use the API to manually create customized spans and metrics. However, the automatic approach creates rich spans and logs fully automatically. We recommend to use the manual approach only to augment the automatic approach where necessary.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eAutomatic Instrumentation of Shell Scrips\u003c/h2\u003e\u003ca id=\"user-content-automatic-instrumentation-of-shell-scrips\" class=\"anchor\" aria-label=\"Permalink: Automatic Instrumentation of Shell Scrips\" href=\"#automatic-instrumentation-of-shell-scrips\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThis project currently supports and is actively tested on debian-based (Debian and Ubuntu) and rpm-based (Fedora, OpenSuse, and Red Hat Enterprise Linux (RHEL)) operating systems as well as on the Windows Subsystem for Linux. The code also works on other Linux-based operating systems, however, there are no readily available installation packages for these systems. Mac-based operating systems are currently not supported. For deployment in GitHub actions, see Automatic Instrumentation of GitHub Actions below. For deployment on other any Linux-based system, install either via\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"wget -O - https://raw.githubusercontent.com/plengauer/opentelemetry-shell/main/INSTALL.sh | sh\"\u003e\u003cpre\u003ewget -O - https://raw.githubusercontent.com/plengauer/opentelemetry-shell/main/INSTALL.sh \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e sh\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eor, for debian-based systems, via\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"echo \u0026quot;deb [arch=all] http://3.73.14.87:8000/ stable main\u0026quot; | sudo tee /etc/apt/sources.list.d/otel.list\nsudo apt-get update\nsudo apt-get install opentelemetry-shell\"\u003e\u003cpre\u003e\u003cspan class=\"pl-c1\"\u003eecho\u003c/span\u003e \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003edeb [arch=all] http://3.73.14.87:8000/ stable main\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e sudo tee /etc/apt/sources.list.d/otel.list\nsudo apt-get update\nsudo apt-get install opentelemetry-shell\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eNote: the apt repo only acts as a facade to offer a better debian-native installation option, internally it redirects the apt client to the releases of this repository.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eImport the OpenTelemetry auto instrumentation as well as the API by sourcing the \u003ccode\u003eotel.sh\u003c/code\u003e file. This will both import the API described below (in case you need or want to extend manually) as well as initialize the SDK and the auto instrumentation. No explicit calls to \u003ccode\u003eotel_init\u003c/code\u003e at the start or to \u003ccode\u003eotel_shutdown\u003c/code\u003e at the end of the script are necessary. You can configure the SDK as described \u003ca href=\"https://opentelemetry.io/docs/languages/sdk-configuration/\" rel=\"nofollow\"\u003ehere\u003c/a\u003e. We recommend not just setting configuration variables, but also exporting them so that automatically injected children inherit the same configuration.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"export OTEL_SERVICE_NAME=Test\nexport OTEL_RESOURCE_ATTRIBUTES=foo=bar,baz=foo\n# TODO more config\n. otel.sh\n# ...\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003eexport\u003c/span\u003e OTEL_SERVICE_NAME=Test\n\u003cspan class=\"pl-k\"\u003eexport\u003c/span\u003e OTEL_RESOURCE_ATTRIBUTES=foo=bar,baz=foo\n\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e TODO more config\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e.\u003c/span\u003e otel.sh\n\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e ...\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eAll commands are automatically instrumented to create spans. This includes commands on the \u003ccode\u003ePATH\u003c/code\u003e, as well as all aliases and built-ins. Current limitations are shell functions as well as commands that are called via an absolute or relative path (\u003ccode\u003e/bin/cat\u003c/code\u003e rather than \u003ccode\u003ecat\u003c/code\u003e). For these cases, you can use \u003ccode\u003eotel_observe\u003c/code\u003e described below.\nFor all commands, attributes of the \u003ccode\u003eshell.*\u003c/code\u003e (describing the command being run), \u003ccode\u003epipe.*\u003c/code\u003e (describing behavior of stdin, stdout, and stderr), \u003ccode\u003esubprocess.executable.*\u003c/code\u003e (describing the executable being run if any), and \u003ccode\u003ecode.*\u003c/code\u003e (describing the location in the script) families are recorded. Additionally, all lines written to stderr are recorded as logs.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eIf the command is a shell or an executable with a shebang (meaning it itself is script rather a than a binary), OpenTelemetry will be automatically injected into it to continue observation. No setup code or configuration is necessary in these children.\nIf the command is just a wrapper for another command (e.g., \u003ccode\u003esudo\u003c/code\u003e, \u003ccode\u003efind\u003c/code\u003e, \u003ccode\u003exargs\u003c/code\u003e, \u003ccode\u003eparallel\u003c/code\u003e, ...), OpenTelemetry will automatically be injected into the inner command to continue observation as well.\nIf the command represents communication to a third party service (like a HTTP request via \u003ccode\u003ecurl\u003c/code\u003e or \u003ccode\u003ewget\u003c/code\u003e), relevant attributes from the \u003ccode\u003ehttp.*\u003c/code\u003e, \u003ccode\u003eserver.*\u003c/code\u003e, \u003ccode\u003eurl.*\u003c/code\u003e, and \u003ccode\u003enetwork.*\u003c/code\u003e families are added. Additionally, a W3C traceparent header is injected.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eFinally, a single root span will be created and activated that represents the script. This span will automatically be deactivated and ended when the script ends.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eAutomatic Instrumentation of GitHub Actions\u003c/h2\u003e\u003ca id=\"user-content-automatic-instrumentation-of-github-actions\" class=\"anchor\" aria-label=\"Permalink: Automatic Instrumentation of GitHub Actions\" href=\"#automatic-instrumentation-of-github-actions\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eTo automatically monitor your GitHub Actions by exporting logs, metrics and traces, this project can be used to instrument at workflow level as well as on job level. The workflow-level instrumentation is deployed as a separate workflow (see below), triggered by \u003ccode\u003eworkflow run\u003c/code\u003e events, and uses the GitHub API to create logs, metrics, and spans based on the meta data that GitHub provides. The job-level instrumentation is deployed as the first action within a job definition (see below) and runs on the GitHub runner itself.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThe workflow-level instrumentation is a good starting point to get an overview of the GitHub actions of repository. It can export logs (all logs that GitHub records), metrics (count and duration metrics for workflows, jobs, steps, and actions), as well as spans for workflows, jobs, and steps. However, since it observes any signal only after the fact, it lacks depth and details. The job-level instrumentation can be deployed into any job running on a linux-based runner and exports the same logs, the same metrics for jobs, steps, and actions, and the same traces for jobs and steps. Since it is injected and running inside a job, metrics and spans are richer in details. For example, it can capture detailed input and output paramters to every step, as well as state transitions. Additionally, job-level instrumentation can actually inject into every GitHub step (no matter if its a script action, docker action, node action, or composite action) and generate detailed traces describing their internal activities. Additionally, measurements are more accurate compared to the workflow-level instrumentation.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eBoth methods of instrumentation can be combined arbitrarily. Deploying them both at the same time, will combine their advantages without any double recording of any log, metric, trace or span.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eTo deploy workflow-level instrumentation, use the code snippet below in a dedicated workflow to run after any other explicitly configured workflow. You can configure the SDK as described \u003ca href=\"https://opentelemetry.io/docs/languages/sdk-configuration/\" rel=\"nofollow\"\u003ehere\u003c/a\u003e by adding according environment variables. Workflow-level instrumentation can be combined arbitrarily with job-level instrumentation.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-yaml notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"name: OpenTelemetry\non:\n workflow_run:\n workflows: [Build, Test, Publish] # TODO list the workflows that should be observed\n types:\n - completed\njobs:\n export:\n runs-on: ubuntu-latest\n steps:\n - uses: plengauer/opentelemetry-github/actions/instrument/workflow@main\n env:\n OTEL_SERVICE_NAME: ${{ secrets.SERVICE_NAME }}\n # ...\"\u003e\u003cpre\u003e\u003cspan class=\"pl-ent\"\u003ename\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003eOpenTelemetry\u003c/span\u003e\n\u003cspan class=\"pl-ent\"\u003eon\u003c/span\u003e:\n \u003cspan class=\"pl-ent\"\u003eworkflow_run\u003c/span\u003e:\n \u003cspan class=\"pl-ent\"\u003eworkflows\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e[Build, Test, Publish] \u003c/span\u003e\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e TODO list the workflows that should be observed\u003c/span\u003e\n \u003cspan class=\"pl-ent\"\u003etypes\u003c/span\u003e:\n - \u003cspan class=\"pl-s\"\u003ecompleted\u003c/span\u003e\n\u003cspan class=\"pl-ent\"\u003ejobs\u003c/span\u003e:\n \u003cspan class=\"pl-ent\"\u003eexport\u003c/span\u003e:\n \u003cspan class=\"pl-ent\"\u003eruns-on\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003eubuntu-latest\u003c/span\u003e\n \u003cspan class=\"pl-ent\"\u003esteps\u003c/span\u003e:\n - \u003cspan class=\"pl-ent\"\u003euses\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003eplengauer/opentelemetry-github/actions/instrument/workflow@main\u003c/span\u003e\n \u003cspan class=\"pl-ent\"\u003eenv\u003c/span\u003e:\n \u003cspan class=\"pl-ent\"\u003eOTEL_SERVICE_NAME\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e${{ secrets.SERVICE_NAME }}\u003c/span\u003e\n \u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e ...\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eTo deploy job-level instrumetnation, add the following step as first in every job you want to observe. You can configure the SDK as described \u003ca href=\"https://opentelemetry.io/docs/languages/sdk-configuration/\" rel=\"nofollow\"\u003ehere\u003c/a\u003e by adding according environment variables to the setup step. Job-level instrumentation can be combined arbitrarily with workflow-level instrumentation.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-yaml notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"- uses: plengauer/opentelemetry-github/actions/instrument/job@main\n env:\n OTEL_SERVICE_NAME: 'Test'\n # ...\n- run: ...\"\u003e\u003cpre\u003e- \u003cspan class=\"pl-ent\"\u003euses\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003eplengauer/opentelemetry-github/actions/instrument/job@main\u003c/span\u003e\n \u003cspan class=\"pl-ent\"\u003eenv\u003c/span\u003e:\n \u003cspan class=\"pl-ent\"\u003eOTEL_SERVICE_NAME\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e'\u003c/span\u003eTest\u003cspan class=\"pl-pds\"\u003e'\u003c/span\u003e\u003c/span\u003e\n \u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e ...\u003c/span\u003e\n- \u003cspan class=\"pl-ent\"\u003erun\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e...\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eDepending on the actions in use, GitHub \u003ccode\u003esecrets\u003c/code\u003e or other sensitive information could appear in commandlines or action inputs/states which may captured as attributes on spans, metrics, or logs recorded by job-level instrumentation. To redact these secrets, use the following parameter to redact their values from any attribute. The value of the parameter must be a \u003ccode\u003ejson\u003c/code\u003e object, whereas every value of every field is considered a secret to be redacted. By default, if left unset, the implicit GitHub token is redacted.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-yaml notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"- uses: plengauer/opentelemetry-github/actions/instrument/job@main\n with:\n secrets_to_redact: '${{ toJSON(secrets) }}' # Redact all secrets from any attribute, span name, or log body.\"\u003e\u003cpre\u003e- \u003cspan class=\"pl-ent\"\u003euses\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003eplengauer/opentelemetry-github/actions/instrument/job@main\u003c/span\u003e\n \u003cspan class=\"pl-ent\"\u003ewith\u003c/span\u003e:\n \u003cspan class=\"pl-ent\"\u003esecrets_to_redact\u003c/span\u003e: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e'\u003c/span\u003e${{ toJSON(secrets) }}\u003cspan class=\"pl-pds\"\u003e'\u003c/span\u003e\u003c/span\u003e \u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e Redact all secrets from any attribute, span name, or log body.\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eManual Instrumentation\u003c/h2\u003e\u003ca id=\"user-content-manual-instrumentation\" class=\"anchor\" aria-label=\"Permalink: Manual Instrumentation\" href=\"#manual-instrumentation\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eImport the API by referencing the \u003ccode\u003eotelapi.sh\u003c/code\u003e file. This is only necessary if you do not choose a fully automatic approach described above. In case you use automatic instrumentation, the API will be imported automatically for you.\nThe SDK needs to be initialized and shut down manually at the start and at the end of your script respectively. All config must be set before the call to \u003ccode\u003eotel_init\u003c/code\u003e. You can configure the underlying SDK with the same variables as any other OpenTelemetry SDK as described \u003ca href=\"https://opentelemetry.io/docs/languages/sdk-configuration/\" rel=\"nofollow\"\u003ehere\u003c/a\u003e. We recommend not just setting the environment variables, but also exporting them so that automatically injected children inherit the same configuration.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"export OTEL_SERVICE_NAME=Test\nexport OTEL_RESOURCE_ATTRIBUTES=foo=bar,baz=foo\n# TODO more config\n. otelapi.sh\n\notel_init\n# ... \notel_shutdown\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003eexport\u003c/span\u003e OTEL_SERVICE_NAME=Test\n\u003cspan class=\"pl-k\"\u003eexport\u003c/span\u003e OTEL_RESOURCE_ATTRIBUTES=foo=bar,baz=foo\n\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e TODO more config\u003c/span\u003e\n\u003cspan class=\"pl-c1\"\u003e.\u003c/span\u003e otelapi.sh\n\notel_init\n\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e ... \u003c/span\u003e\notel_shutdown\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eConfiguration\u003c/h2\u003e\u003ca id=\"user-content-configuration\" class=\"anchor\" aria-label=\"Permalink: Configuration\" href=\"#configuration\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eYou can configure the underlying SDK with the same variables as any other OpenTelemetry SDK as described \u003ca href=\"https://opentelemetry.io/docs/languages/sdk-configuration/\" rel=\"nofollow\"\u003ehere\u003c/a\u003e. Currently only the \u003ccode\u003eotlp\u003c/code\u003e, \u003ccode\u003econsole\u003c/code\u003e, and \u003ccode\u003enone\u003c/code\u003e exporters are supported. In addition to that, use the following environment variables to further configure behavior of this project:\u003c/p\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003eVariable\u003c/th\u003e\n\u003cth\u003eValues\u003c/th\u003e\n\u003cth\u003eDefault\u003c/th\u003e\n\u003cth\u003eDescription\u003c/th\u003e\n\u003cth\u003eState\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003eOTEL_SHELL_CONFIG_OBSERVE_PIPES\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003eTRUE\u003c/code\u003e, \u003ccode\u003eFALSE\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003eTRUE\u003c/code\u003e for GitHub Actions, \u003ccode\u003eFALSE\u003c/code\u003e otherwise\u003c/td\u003e\n\u003ctd\u003eCount bytes and lines on stdout, and stderr and add counts as attributes on spans.\u003c/td\u003e\n\u003ctd\u003estable\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eOTEL_SHELL_CONFIG_OBSERVE_PIPES_STDIN\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003eTRUE\u003c/code\u003e, \u003ccode\u003eFALSE\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003eFALSE\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003eCount bytes and lines on stdin and add counts as attributes on spans.\u003c/td\u003e\n\u003ctd\u003eunsafe\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eOTEL_SHELL_CONFIG_MUTE_INTERNALS\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003eTRUE\u003c/code\u003e, \u003ccode\u003eFALSE\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003eFALSE\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003eOnly create \u003ccode\u003eSERVER\u003c/code\u003e, \u003ccode\u003eCONSUMER\u003c/code\u003e, \u003ccode\u003eCLIENT\u003c/code\u003e and \u003ccode\u003ePRODUCER\u003c/code\u003e spans, mute all \u003ccode\u003eINTERNAL\u003c/code\u003e spans.\u003c/td\u003e\n\u003ctd\u003estable\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eOTEL_SHELL_CONFIG_MUTE_BUILTINs\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003eTRUE\u003c/code\u003e, \u003ccode\u003eFALSE\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003eTRUE\u003c/code\u003e for GitHub Actions, \u003ccode\u003eFALSE\u003c/code\u003e otherwise\u003c/td\u003e\n\u003ctd\u003eDo not create spans for built-in commands like \u003ccode\u003eecho\u003c/code\u003e, \u003ccode\u003eprintf\u003c/code\u003e, \u003ccode\u003e[\u003c/code\u003e, ...\u003c/td\u003e\n\u003ctd\u003estable\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eOTEL_SHELL_CONFIG_INJECT_DEEP\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003eTRUE\u003c/code\u003e, \u003ccode\u003eFALSE\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003eTRUE\u003c/code\u003e for GitHub Actions, \u003ccode\u003eFALSE\u003c/code\u003e otherwise\u003c/td\u003e\n\u003ctd\u003eInject native OpenTelemetry into scripting languages like node.js, python or java.\u003c/td\u003e\n\u003ctd\u003estable\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eOTEL_SHELL_CONFIG_INSTRUMENT_ABSOLUTE_PATHS\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003eTRUE\u003c/code\u003e, \u003ccode\u003eFALSE\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003eFALSE\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003eCreate spans for commands with an absolute path to the executable.\u003c/td\u003e\n\u003ctd\u003eexperimental\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eOTEL_SHELL_CONFIG_OBSERVE_SIGNALS\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003eTRUE\u003c/code\u003e, \u003ccode\u003eFALSE\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003eTRUE\u003c/code\u003e for GitHub Actions, \u003ccode\u003eFALSE\u003c/code\u003e otherwise\u003c/td\u003e\n\u003ctd\u003eCreate events for received signals.\u003c/td\u003e\n\u003ctd\u003estable\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eOTEL_SHELL_CONFIG_OBSERVE_SUBPROCESSES\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003eTRUE\u003c/code\u003e, \u003ccode\u003eFALSE\u003c/code\u003e\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003eTRUE\u003c/code\u003e for GitHub Actions, \u003ccode\u003eFALSE\u003c/code\u003e otherwise\u003c/td\u003e\n\u003ctd\u003eCreate additional minimal spans for all indirect subprocesses.\u003c/td\u003e\n\u003ctd\u003estable\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cp dir=\"auto\"\u003eFlags that are marked as \u003ccode\u003estable\u003c/code\u003e are tested and verified in tests and real-world scenarios. Flags marked as \u003ccode\u003eexperimental\u003c/code\u003e are new features that are tested but still lack long-term verification in real-world applications. They will eventually reach \u003ccode\u003estable\u003c/code\u003e or \u003ccode\u003eunsafe\u003c/code\u003e. Flags marked as \u003ccode\u003eunsafe\u003c/code\u003e have implicit assumptions about the nature of the instrumented scripts and will therefore never reach \u003ccode\u003estable\u003c/code\u003e.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eLimitations\u003c/h2\u003e\u003ca id=\"user-content-limitations\" class=\"anchor\" aria-label=\"Permalink: Limitations\" href=\"#limitations\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eCurrently, we do not support restricted mode in shells (\u003ccode\u003eset -r\u003c/code\u003e).\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eTraces\u003c/h2\u003e\u003ca id=\"user-content-traces\" class=\"anchor\" aria-label=\"Permalink: Traces\" href=\"#traces\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThe API described below is for manually creating and customizing spans. We recommend to do this only if the automatic instrumentation is not sufficient.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eSpans\u003c/h3\u003e\u003ca id=\"user-content-spans\" class=\"anchor\" aria-label=\"Permalink: Spans\" href=\"#spans\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eCreate spans with a span kind (\u003ccode\u003eSERVER\u003c/code\u003e, \u003ccode\u003eCONSUMER\u003c/code\u003e, \u003ccode\u003eCLIENT\u003c/code\u003e, \u003ccode\u003ePRODUCER\u003c/code\u003e, \u003ccode\u003eINTERNAL\u003c/code\u003e) and an arbitrary name. The returned span handle is used to end the span and to customize it (see below). The span handle is similar to a file descriptor. It is only valid within this process and used for subsequent calls for customization. It is not the actual span ID.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"span_handle=\u0026quot;$(otel_span_start INTERNAL my span)\u0026quot;\n# ... \notel_span_end \u0026quot;$span_handle\u0026quot;\"\u003e\u003cpre\u003espan_handle=\u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e$(\u003c/span\u003eotel_span_start INTERNAL my span\u003cspan class=\"pl-pds\"\u003e)\u003c/span\u003e\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e ... \u003c/span\u003e\notel_span_end \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$span_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eCreating a span alone will not make new spans its children (see span activation below). Start and end time of the span as well as its parent (if another span is currently active) is automatically recorded.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eSpan Attributes\u003c/h3\u003e\u003ca id=\"user-content-span-attributes\" class=\"anchor\" aria-label=\"Permalink: Span Attributes\" href=\"#span-attributes\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eCustomize your spans by manually setting span attributes with the span handle. This is only possible between \u003ccode\u003eotel_span_start\u003c/code\u003e and \u003ccode\u003eotel_span_end\u003c/code\u003e for the respective span handle. Valid types are \u003ccode\u003estring\u003c/code\u003e, \u003ccode\u003eint\u003c/code\u003e, \u003ccode\u003efloat\u003c/code\u003e, and \u003ccode\u003eauto\u003c/code\u003e. The \u003ccode\u003eauto\u003c/code\u003e type will try to guess the type based on the value.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"otel_span_attribute \u0026quot;$span_handle\u0026quot; key=value\notel_span_attribute_typed \u0026quot;$span_handle\u0026quot; string foo=bar\notel_span_attribute_typed \u0026quot;$span_handle\u0026quot; int numberkey=0\"\u003e\u003cpre\u003eotel_span_attribute \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$span_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e key=value\notel_span_attribute_typed \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$span_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e string foo=bar\notel_span_attribute_typed \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$span_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e int numberkey=0\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eSpan Events\u003c/h3\u003e\u003ca id=\"user-content-span-events\" class=\"anchor\" aria-label=\"Permalink: Span Events\" href=\"#span-events\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eCustomize your spans by manually adding span events with the span handle. This is only possible between \u003ccode\u003eotel_span_start\u003c/code\u003e and \u003ccode\u003eotel_span_end\u003c/code\u003e for the respective span handle. Valid types for event attributes \u003ccode\u003estring\u003c/code\u003e, \u003ccode\u003eint\u003c/code\u003e, \u003ccode\u003efloat\u003c/code\u003e, and \u003ccode\u003eauto\u003c/code\u003e. The \u003ccode\u003eauto\u003c/code\u003e type will try to guess the type based on the value.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"event_handle=\u0026quot;$(otel_event_create \u0026quot;my event\u0026quot;)\u0026quot;\notel_event_attribute \u0026quot;$event_handle\u0026quot; key=value\notel_event_attribute_typed \u0026quot;$event_handle\u0026quot; string foo=bar\notel_event_add \u0026quot;$event_handle\u0026quot; \u0026quot;$span_handle\u0026quot;\"\u003e\u003cpre\u003eevent_handle=\u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e$(\u003c/span\u003eotel_event_create \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003emy event\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e)\u003c/span\u003e\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\notel_event_attribute \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$event_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e key=value\notel_event_attribute_typed \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$event_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e string foo=bar\notel_event_add \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$event_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$span_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eSpan Links\u003c/h3\u003e\u003ca id=\"user-content-span-links\" class=\"anchor\" aria-label=\"Permalink: Span Links\" href=\"#span-links\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eCustomize your spans by manually adding span links to other spans. This is only possible between \u003ccode\u003eotel_span_start\u003c/code\u003e and \u003ccode\u003eotel_span_end\u003c/code\u003e for the respective span handle. Valid types for link attributes \u003ccode\u003estring\u003c/code\u003e, \u003ccode\u003eint\u003c/code\u003e, \u003ccode\u003efloat\u003c/code\u003e, and \u003ccode\u003eauto\u003c/code\u003e. The \u003ccode\u003eauto\u003c/code\u003e type will try to guess the type based on the value.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"link_handle=\u0026quot;$(otel_link_create \u0026quot;$foreign_traceparent\u0026quot; \u0026quot;$foreign_tracestate\u0026quot;)\u0026quot;\notel_link_attribute \u0026quot;$link_handle\u0026quot; key=value\notel_link_attribute_typed \u0026quot;$link_handle\u0026quot; string foo=bar\notel_link_add \u0026quot;$link_handle\u0026quot; \u0026quot;$span_handle\u0026quot;\"\u003e\u003cpre\u003elink_handle=\u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e$(\u003c/span\u003eotel_link_create \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$foreign_traceparent\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$foreign_tracestate\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e)\u003c/span\u003e\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\notel_link_attribute \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$link_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e key=value\notel_link_attribute_typed \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$link_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e string foo=bar\notel_link_add \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$link_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$span_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eSpan Error\u003c/h3\u003e\u003ca id=\"user-content-span-error\" class=\"anchor\" aria-label=\"Permalink: Span Error\" href=\"#span-error\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eCustomize your spans by marking them as failed. This is only possible between \u003ccode\u003eotel_span_start\u003c/code\u003e and \u003ccode\u003eotel_span_end\u003c/code\u003e for the respective span handle.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"otel_span_error \u0026quot;$span_handle\u0026quot;\"\u003e\u003cpre\u003eotel_span_error \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$span_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eSpan Activation\u003c/h3\u003e\u003ca id=\"user-content-span-activation\" class=\"anchor\" aria-label=\"Permalink: Span Activation\" href=\"#span-activation\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eCustomize your spans by marking them as failed. This is only possible between \u003ccode\u003eotel_span_start\u003c/code\u003e and \u003ccode\u003eotel_span_end\u003c/code\u003e for the respective span handle. Please note, that \u003ccode\u003espan_start\u003c/code\u003e does not automatically activate a span, nor does \u003ccode\u003espan_end\u003c/code\u003e automatically deactivate it.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"otel_span_activate \u0026quot;$span_handle\u0026quot;\n# ... all spans created here will be children of the activated span\notel_span_deactivate\"\u003e\u003cpre\u003eotel_span_activate \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$span_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e ... all spans created here will be children of the activated span\u003c/span\u003e\notel_span_deactivate\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eSemi-automatic Spans\u003c/h3\u003e\u003ca id=\"user-content-semi-automatic-spans\" class=\"anchor\" aria-label=\"Permalink: Semi-automatic Spans\" href=\"#semi-automatic-spans\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThe easiest way to create a span manually and fill it with some simple default attributes is to use the command \u003ccode\u003eotel_observe\u003c/code\u003e. This command acts as a wrapper for the given command. It first starts an \u003ccode\u003eINTERNAL\u003c/code\u003e span with the command as name, records some default attributes, activates the span (in case the command in turn creates spans), and then runs the command. After the command terminates, it deactivates the span and ends it. The automatically recorded attributes are of the \u003ccode\u003eshell.*\u003c/code\u003e, \u003ccode\u003epipe.*\u003c/code\u003e, and \u003ccode\u003esubprocess.executable.*\u003c/code\u003e families. All lines, written to stderr will be recorded as logs. The command is fully transparent in its behavior, i.e., stdin, stdout, and stderr of the wrapped command are piped to the caller accordingly, and the command exits with the same exit code as the wrapped command does.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"otel_observe cat file.txt\"\u003e\u003cpre\u003eotel_observe cat file.txt\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003ePlease note, that this command will not perform injection or context propagation. This can only be done via the fully automatic approach described above.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eMetrics\u003c/h2\u003e\u003ca id=\"user-content-metrics\" class=\"anchor\" aria-label=\"Permalink: Metrics\" href=\"#metrics\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eTo record metric data points, first create a new counter with a type, name, unit, and description. Valid types are \u003ccode\u003ecounter\u003c/code\u003e, \u003ccode\u003eup_down_counter\u003c/code\u003e, and \u003ccode\u003egauge\u003c/code\u003e as well as \u003ccode\u003eobservable_counter\u003c/code\u003e, \u003ccode\u003eobservable_up_down_counter\u003c/code\u003e, and \u003ccode\u003eobservable_gauge\u003c/code\u003e. Then create an observation with the amount and arbitrary attributes. The observable counters will continuously report every observation until its replaced with another observation with the same attribute values. The returned counter handle is used to observe data points and their attributes. Valid observation attribute types are \u003ccode\u003estring\u003c/code\u003e, \u003ccode\u003eint\u003c/code\u003e, \u003ccode\u003efloat\u003c/code\u003e, and \u003ccode\u003eauto\u003c/code\u003e. The \u003ccode\u003eauto\u003c/code\u003e type will try to guess the type based on the value.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"counter_handle=\u0026quot;$(otel_counter_create up_down_counter my.metric MB 'this is an example metric')\u0026quot;\nobservation_handle=\u0026quot;$(otel_observation_create 5)\u0026quot;\notel_observation_attribute \u0026quot;$observation_handle\u0026quot; key=value\notel_observation_attribute_typed \u0026quot;$observation_handle\u0026quot; string foo=bar\notel_counter_observe \u0026quot;$counter_handle\u0026quot; \u0026quot;$observation_handle\u0026quot;\nobservation_handle=\u0026quot;$(otel_observation_create -3)\u0026quot;\notel_observation_attribute \u0026quot;$observation_handle\u0026quot; key=value\notel_observation_attribute_typed \u0026quot;$observation_handle\u0026quot; string foo=bar\notel_counter_observe \u0026quot;$counter_handle\u0026quot; \u0026quot;$observation_handle\u0026quot;\"\u003e\u003cpre\u003ecounter_handle=\u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e$(\u003c/span\u003eotel_counter_create up_down_counter my.metric MB \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e'\u003c/span\u003ethis is an example metric\u003cspan class=\"pl-pds\"\u003e'\u003c/span\u003e\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e)\u003c/span\u003e\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nobservation_handle=\u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e$(\u003c/span\u003eotel_observation_create 5\u003cspan class=\"pl-pds\"\u003e)\u003c/span\u003e\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\notel_observation_attribute \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$observation_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e key=value\notel_observation_attribute_typed \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$observation_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e string foo=bar\notel_counter_observe \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$counter_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$observation_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nobservation_handle=\u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e$(\u003c/span\u003eotel_observation_create -3\u003cspan class=\"pl-pds\"\u003e)\u003c/span\u003e\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\notel_observation_attribute \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$observation_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e key=value\notel_observation_attribute_typed \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$observation_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e string foo=bar\notel_counter_observe \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$counter_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003cspan class=\"pl-smi\"\u003e$observation_handle\u003c/span\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eLogs\u003c/h2\u003e\u003ca id=\"user-content-logs\" class=\"anchor\" aria-label=\"Permalink: Logs\" href=\"#logs\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eAs of now, there is no way to manually record logs. Logs, i.e., lines that are written to stderr, are recorded automatically when using auto-instrumentation and when using \u003ccode\u003eotel_observe\u003c/code\u003e as described above.\u003c/p\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 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\"\u003eEvery command executed in an automatically instrumented script produces a small amount of constant overhead. This is usually not a problem, especially in traditional scripts where the heavy lifting is done within external processes and not in the script itself.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eWhen a script is instrumented for the first time, instrumenting will cause some additional overhead. To speed up subsequent invocations of the same script, an instrumentation cache is created. The cache will be invalidated if the script changes or additional executables are installed on the system and will be automatically rebuilt on the next invocation of the script.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eExtension to Semantic Conventions\u003c/h1\u003e\u003ca id=\"user-content-extension-to-semantic-conventions\" class=\"anchor\" aria-label=\"Permalink: Extension to Semantic Conventions\" href=\"#extension-to-semantic-conventions\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThis projects adheres to the \u003ca href=\"https://opentelemetry.io/docs/specs/semconv\" rel=\"nofollow\"\u003eOpenTelemetry Semantic Conventions\u003c/a\u003e, but it also defines a number of shell-specifc extensions.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eShell Commands\u003c/h2\u003e\u003ca id=\"user-content-shell-commands\" class=\"anchor\" aria-label=\"Permalink: Shell Commands\" href=\"#shell-commands\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003eAttribute\u003c/th\u003e\n\u003cth\u003eType\u003c/th\u003e\n\u003cth\u003eDescription\u003c/th\u003e\n\u003cth\u003eExamples\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003eshell.command_line\u003c/td\u003e\n\u003ctd\u003estring\u003c/td\u003e\n\u003ctd\u003eThe full command line as it appears in the script, with all variables resolved to their values.\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003eecho hello world\u003c/code\u003e, \u003ccode\u003e/bin/cat file.txt\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eshell.command\u003c/td\u003e\n\u003ctd\u003estring\u003c/td\u003e\n\u003ctd\u003eThe 0-th string of the command line.\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003eecho\u003c/code\u003e, \u003ccode\u003e/bin/cat\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eshell.command.name\u003c/td\u003e\n\u003ctd\u003estring\u003c/td\u003e\n\u003ctd\u003eThe 0-th string of the command line resolved to its name only.\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003eecho\u003c/code\u003e, \u003ccode\u003ecat\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eshell.command.type\u003c/td\u003e\n\u003ctd\u003estring\u003c/td\u003e\n\u003ctd\u003eThe type of the command.\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003efile\u003c/code\u003e, \u003ccode\u003ebuiltin\u003c/code\u003e, \u003ccode\u003efunction\u003c/code\u003e, \u003ccode\u003ealias\u003c/code\u003e, \u003ccode\u003ekeyword\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eshell.command.exit_code\u003c/td\u003e\n\u003ctd\u003eint\u003c/td\u003e\n\u003ctd\u003eThe exit code of the command.\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e0\u003c/code\u003e, \u003ccode\u003e1\u003c/code\u003e, \u003ccode\u003e127\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003ePipes\u003c/h2\u003e\u003ca id=\"user-content-pipes\" class=\"anchor\" aria-label=\"Permalink: Pipes\" href=\"#pipes\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003eAttribute\u003c/th\u003e\n\u003cth\u003eType\u003c/th\u003e\n\u003cth\u003eDescription\u003c/th\u003e\n\u003cth\u003eExamples\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003epipe.stdin.bytes\u003c/td\u003e\n\u003ctd\u003eint\u003c/td\u003e\n\u003ctd\u003eThe number of bytes read from stdin (fd 0).\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e0\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003epipe.stdin.lines\u003c/td\u003e\n\u003ctd\u003eint\u003c/td\u003e\n\u003ctd\u003eThe number of lines read from stdin (fd 0).\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e0\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003epipe.stdout.bytes\u003c/td\u003e\n\u003ctd\u003eint\u003c/td\u003e\n\u003ctd\u003eThe number of bytes written to stdout (fd 1).\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e0\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003epipe.stdout.lines\u003c/td\u003e\n\u003ctd\u003eint\u003c/td\u003e\n\u003ctd\u003eThe number of lines written to stdout (fd 1).\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e0\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003epipe.stderr.bytes\u003c/td\u003e\n\u003ctd\u003eint\u003c/td\u003e\n\u003ctd\u003eThe number of bytes written to stderr (fd 2).\u003c/td\u003e\n\u003ctd\u003e\u003ccode\u003e0\u003c/code\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003epipe.stderr.lines\u003c/td\u003e\n\u003ctd\u003eint\u003c/td\u003e\n\u003ctd\u003eThe number of 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QkQOb js-snippet-clipboard-copy-unpositioned undefined" data-hpc="true"><article class="markdown-body entry-content container-lg" itemprop="text"><p dir="auto"><em>(This repository is also available under the aliases <code>opentelemetry-bash</code>, <code>opentelemetry-shell</code>, and <code>opentelemetry-github</code>.)</em></p> <p dir="auto">This project delivers <a href="https://opentelemetry.io/" rel="nofollow">OpenTelemetry</a> traces, metrics and logs from shell scripts (sh, ash, dash, bash, busybox, and many other POSIX compliant shells) as well as from GitHub workflows (including shell, node, docker and composite actions). Compared to similar projects, it delivers not just a command-line SDK to create spans manually, but also provides automatic context propagation via HTTP (wget, wget2, curl, and netcat), auto-instrumentation of all available commands, auto-injection into child scripts, into executables using shebangs, and into GitHub actions, as well as automatic log collection from stderr and from GitHub action log commands. Its installable via a debian or rpm package from the releases in this repository, from the apt-repository below, and via distributable GitHub actions for workflow-level and job-level instrumentation. This project is not officially affiliated with the CNCF project <a href="https://opentelemetry.io/" rel="nofollow">OpenTelemetry</a>.</p> <p dir="auto">The project is named after <a href="https://en.wikipedia.org/wiki/Thoth" rel="nofollow">Thoth</a>, the Egyptian god of (among other things) wisdom, knowledge, and science (aka observability), writing and hieroglyphs (aka shell scripts), and judgment of the dead (aka troubleshooting). Thoth was also a member of the Ogdoad, a group of gods responsible for creating the world (aka probably the original GitHub CI/CD pipeline).</p> <p dir="auto"><a href="https://github.com/plengauer/opentelemetry-bash/actions/workflows/test.yaml"><img src="https://github.com/plengauer/opentelemetry-bash/actions/workflows/test.yaml/badge.svg?branch=main" alt="Tests" style="max-width: 100%;"></a></p> <div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">Overview</h1><a id="user-content-overview" class="anchor" aria-label="Permalink: Overview" href="#overview"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Check out our detailed <a href="https://github.com/plengauer/opentelemetry-bash/tree/main/demos">Demos</a>. A simple command like <code>curl http://www.google.at</code> on an AWS EC2 will produce a span like this:</p> <div class="highlight highlight-source-json notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="{ &quot;name&quot;: &quot;curl http://www.google.at&quot;, &quot;context&quot;: { &quot;trace_id&quot;: &quot;0xfecf2bf60c1433a33fc3b3715100f44a&quot;, &quot;span_id&quot;: &quot;0x0441d068e0d7d83a&quot;, &quot;trace_state&quot;: &quot;[]&quot; }, &quot;kind&quot;: &quot;SpanKind.CLIENT&quot;, &quot;parent_id&quot;: &quot;0x31877863ebe897a6&quot;, &quot;start_time&quot;: &quot;2024-04-07T15:27:35.230551Z&quot;, &quot;end_time&quot;: &quot;2024-04-07T15:27:35.790162Z&quot;, &quot;status&quot;: { &quot;status_code&quot;: &quot;UNSET&quot; }, &quot;attributes&quot;: { &quot;shell.command_line&quot;: &quot;curl http://www.google.at&quot;, &quot;shell.command&quot;: &quot;curl&quot;, &quot;shell.command.type&quot;: &quot;file&quot;, &quot;shell.command.name&quot;: &quot;curl&quot;, &quot;subprocess.executable.path&quot;: &quot;/usr/bin/curl&quot;, &quot;subprocess.executable.name&quot;: &quot;curl&quot;, &quot;network.protocol.name&quot;: &quot;http&quot;, &quot;network.transport&quot;: &quot;tcp&quot;, &quot;http.request.method&quot;: &quot;GET&quot;, &quot;server.address&quot;: &quot;www.google.at&quot;, &quot;url.full&quot;: &quot;http://www.google.at&quot;, &quot;url.path&quot;: &quot;/&quot;, &quot;url.scheme&quot;: &quot;http&quot;, &quot;network.peer.address&quot;: &quot;172.217.18.3&quot;, &quot;network.peer.port&quot;: 80, &quot;http.request.header.host&quot;: [ &quot;www.google.at&quot; ], &quot;user_agent.original&quot;: &quot;curl/8.2.1&quot;, &quot;http.request.header.user-agent&quot;: [ &quot;curl/8.2.1&quot; ], &quot;http.request.header.accept&quot;: [ &quot;*/*&quot; ], &quot;http.request.header.traceparent&quot;: [ &quot;00-fecf2bf60c1433a33fc3b3715100f44a-0441d068e0d7d83a-01&quot; ], &quot;http.response.status_code&quot;: 200, &quot;http.response.header.date&quot;: [ &quot;Sun, 07 Apr 2024 15:27:35 GMT&quot; ], &quot;http.response.header.expires&quot;: [ &quot;-1&quot; ], &quot;http.response.header.cache-control&quot;: [ &quot;private, max-age=0&quot; ], &quot;http.response.header.content-type&quot;: [ &quot;text/html; charset=ISO-8859-1&quot; ], &quot;http.response.header.content-security-policy-report-only&quot;: [ &quot;object-src 'none';base-uri 'self';script-src 'nonce-Z06PcaKXtGYEozZ8RwkRlA' 'strict-dynamic' 'report-sample' 'unsafe-eval' 'unsafe-inline' https: http:;report-uri https://csp.withgoogle.com/csp/gws/other-hp&quot; ], &quot;http.response.header.server&quot;: [ &quot;gws&quot; ], &quot;http.response.header.x-xss-protection&quot;: [ &quot;0&quot; ], &quot;http.response.header.x-frame-options&quot;: [ &quot;SAMEORIGIN&quot; ], &quot;http.response.header.set-cookie&quot;: [ &quot;AEC=AQTF6HxUMJNiGOP4fGxONroFJ61uidlU9uiGQsHcvRug4cz-d5iOLWCN7Q; expires=Fri, 04-Oct-2024 15:27:35 GMT; path=/; domain=.google.at; Secure; HttpOnly; SameSite=lax&quot; ], &quot;http.response.header.accept-ranges&quot;: [ &quot;none&quot; ], &quot;http.response.header.vary&quot;: [ &quot;Accept-Encoding&quot; ], &quot;http.response.header.transfer-encoding&quot;: [ &quot;chunked&quot; ], &quot;http.response.body.size&quot;: 11984, &quot;pipe.stdin.bytes&quot;: 0, &quot;pipe.stdin.lines&quot;: 0, &quot;pipe.stdout.bytes&quot;: 18750, &quot;pipe.stdout.lines&quot;: 16, &quot;pipe.stderr.bytes&quot;: 391, &quot;pipe.stderr.lines&quot;: 4, &quot;shell.command.exit_code&quot;: 0, &quot;code.filepath&quot;: &quot;./otel_demo_curl.sh&quot;, &quot;code.lineno&quot;: 2, }, &quot;events&quot;: [], &quot;links&quot;: [], &quot;resource&quot;: { &quot;attributes&quot;: { &quot;telemetry.sdk.language&quot;: &quot;shell&quot;, &quot;telemetry.sdk.name&quot;: &quot;opentelemetry&quot;, &quot;telemetry.sdk.version&quot;: &quot;4.2.1&quot;, &quot;deployment.environment&quot;: &quot;development&quot;, &quot;service.name&quot;: &quot;DemoService&quot;, &quot;cloud.provider&quot;: &quot;aws&quot;, &quot;cloud.platform&quot;: &quot;aws_ec2&quot;, &quot;cloud.account.id&quot;: &quot;785162395342&quot;, &quot;cloud.region&quot;: &quot;eu-central-1&quot;, &quot;cloud.availability_zone&quot;: &quot;eu-central-1b&quot;, &quot;host.id&quot;: &quot;i-099942b18fe209756&quot;, &quot;host.type&quot;: &quot;t3.small&quot;, &quot;host.name&quot;: &quot;ip-172-31-41-64.eu-central-1.compute.internal&quot;, &quot;process.pid&quot;: 798293, &quot;process.parent_pid&quot;: 786902, &quot;process.executable.name&quot;: &quot;bash&quot;, &quot;process.executable.path&quot;: &quot;/usr/bin/bash&quot;, &quot;process.command_line&quot;: &quot;bash ./otel_demo_curl.sh&quot;, &quot;process.command&quot;: &quot;bash&quot;, &quot;process.owner&quot;: &quot;ubuntu&quot;, &quot;process.runtime.name&quot;: &quot;bash&quot;, &quot;process.runtime.description&quot;: &quot;Bourne Again Shell&quot;, &quot;process.runtime.version&quot;: &quot;5.2.15-2ubuntu1&quot;, &quot;process.runtime.options&quot;: &quot;hB&quot;, &quot;service.version&quot;: &quot;1.0.0&quot;, &quot;service.namespace&quot;: &quot;Demo&quot;, &quot;service.instance.id&quot;: &quot;&quot; }, &quot;schema_url&quot;: &quot;&quot; } }"><pre>{ <span class="pl-ent">"name"</span>: <span class="pl-s"><span class="pl-pds">"</span>curl http://www.google.at<span class="pl-pds">"</span></span>, <span class="pl-ent">"context"</span>: { <span class="pl-ent">"trace_id"</span>: <span class="pl-s"><span class="pl-pds">"</span>0xfecf2bf60c1433a33fc3b3715100f44a<span class="pl-pds">"</span></span>, <span class="pl-ent">"span_id"</span>: <span class="pl-s"><span class="pl-pds">"</span>0x0441d068e0d7d83a<span class="pl-pds">"</span></span>, <span class="pl-ent">"trace_state"</span>: <span class="pl-s"><span class="pl-pds">"</span>[]<span class="pl-pds">"</span></span> }, <span class="pl-ent">"kind"</span>: <span class="pl-s"><span class="pl-pds">"</span>SpanKind.CLIENT<span class="pl-pds">"</span></span>, <span class="pl-ent">"parent_id"</span>: <span class="pl-s"><span class="pl-pds">"</span>0x31877863ebe897a6<span class="pl-pds">"</span></span>, <span class="pl-ent">"start_time"</span>: <span class="pl-s"><span class="pl-pds">"</span>2024-04-07T15:27:35.230551Z<span class="pl-pds">"</span></span>, <span class="pl-ent">"end_time"</span>: <span class="pl-s"><span class="pl-pds">"</span>2024-04-07T15:27:35.790162Z<span class="pl-pds">"</span></span>, <span class="pl-ent">"status"</span>: { <span class="pl-ent">"status_code"</span>: <span class="pl-s"><span class="pl-pds">"</span>UNSET<span class="pl-pds">"</span></span> }, <span class="pl-ent">"attributes"</span>: { <span class="pl-ent">"shell.command_line"</span>: <span class="pl-s"><span class="pl-pds">"</span>curl http://www.google.at<span class="pl-pds">"</span></span>, <span class="pl-ent">"shell.command"</span>: <span class="pl-s"><span class="pl-pds">"</span>curl<span class="pl-pds">"</span></span>, <span class="pl-ent">"shell.command.type"</span>: <span class="pl-s"><span class="pl-pds">"</span>file<span class="pl-pds">"</span></span>, <span class="pl-ent">"shell.command.name"</span>: <span class="pl-s"><span class="pl-pds">"</span>curl<span class="pl-pds">"</span></span>, <span class="pl-ent">"subprocess.executable.path"</span>: <span class="pl-s"><span class="pl-pds">"</span>/usr/bin/curl<span class="pl-pds">"</span></span>, <span class="pl-ent">"subprocess.executable.name"</span>: <span class="pl-s"><span class="pl-pds">"</span>curl<span class="pl-pds">"</span></span>, <span class="pl-ent">"network.protocol.name"</span>: <span class="pl-s"><span class="pl-pds">"</span>http<span class="pl-pds">"</span></span>, <span class="pl-ent">"network.transport"</span>: <span class="pl-s"><span class="pl-pds">"</span>tcp<span class="pl-pds">"</span></span>, <span class="pl-ent">"http.request.method"</span>: <span class="pl-s"><span class="pl-pds">"</span>GET<span class="pl-pds">"</span></span>, <span class="pl-ent">"server.address"</span>: <span class="pl-s"><span class="pl-pds">"</span>www.google.at<span class="pl-pds">"</span></span>, <span class="pl-ent">"url.full"</span>: <span class="pl-s"><span class="pl-pds">"</span>http://www.google.at<span class="pl-pds">"</span></span>, <span class="pl-ent">"url.path"</span>: <span class="pl-s"><span class="pl-pds">"</span>/<span class="pl-pds">"</span></span>, <span class="pl-ent">"url.scheme"</span>: <span class="pl-s"><span class="pl-pds">"</span>http<span class="pl-pds">"</span></span>, <span class="pl-ent">"network.peer.address"</span>: <span class="pl-s"><span class="pl-pds">"</span>172.217.18.3<span class="pl-pds">"</span></span>, <span class="pl-ent">"network.peer.port"</span>: <span class="pl-c1">80</span>, <span class="pl-ent">"http.request.header.host"</span>: [ <span class="pl-s"><span class="pl-pds">"</span>www.google.at<span class="pl-pds">"</span></span> ], <span class="pl-ent">"user_agent.original"</span>: <span class="pl-s"><span class="pl-pds">"</span>curl/8.2.1<span class="pl-pds">"</span></span>, <span class="pl-ent">"http.request.header.user-agent"</span>: [ <span class="pl-s"><span class="pl-pds">"</span>curl/8.2.1<span class="pl-pds">"</span></span> ], <span class="pl-ent">"http.request.header.accept"</span>: [ <span class="pl-s"><span class="pl-pds">"</span>*/*<span class="pl-pds">"</span></span> ], <span class="pl-ent">"http.request.header.traceparent"</span>: [ <span class="pl-s"><span class="pl-pds">"</span>00-fecf2bf60c1433a33fc3b3715100f44a-0441d068e0d7d83a-01<span class="pl-pds">"</span></span> ], <span class="pl-ent">"http.response.status_code"</span>: <span class="pl-c1">200</span>, <span class="pl-ent">"http.response.header.date"</span>: [ <span class="pl-s"><span class="pl-pds">"</span>Sun, 07 Apr 2024 15:27:35 GMT<span class="pl-pds">"</span></span> ], <span class="pl-ent">"http.response.header.expires"</span>: [ <span class="pl-s"><span class="pl-pds">"</span>-1<span class="pl-pds">"</span></span> ], <span class="pl-ent">"http.response.header.cache-control"</span>: [ <span class="pl-s"><span class="pl-pds">"</span>private, max-age=0<span class="pl-pds">"</span></span> ], <span class="pl-ent">"http.response.header.content-type"</span>: [ <span class="pl-s"><span class="pl-pds">"</span>text/html; charset=ISO-8859-1<span class="pl-pds">"</span></span> ], <span class="pl-ent">"http.response.header.content-security-policy-report-only"</span>: [ <span class="pl-s"><span class="pl-pds">"</span>object-src 'none';base-uri 'self';script-src 'nonce-Z06PcaKXtGYEozZ8RwkRlA' 'strict-dynamic' 'report-sample' 'unsafe-eval' 'unsafe-inline' https: http:;report-uri https://csp.withgoogle.com/csp/gws/other-hp<span class="pl-pds">"</span></span> ], <span class="pl-ent">"http.response.header.server"</span>: [ <span class="pl-s"><span class="pl-pds">"</span>gws<span class="pl-pds">"</span></span> ], <span class="pl-ent">"http.response.header.x-xss-protection"</span>: [ <span class="pl-s"><span class="pl-pds">"</span>0<span class="pl-pds">"</span></span> ], <span class="pl-ent">"http.response.header.x-frame-options"</span>: [ <span class="pl-s"><span class="pl-pds">"</span>SAMEORIGIN<span class="pl-pds">"</span></span> ], <span class="pl-ent">"http.response.header.set-cookie"</span>: [ <span class="pl-s"><span class="pl-pds">"</span>AEC=AQTF6HxUMJNiGOP4fGxONroFJ61uidlU9uiGQsHcvRug4cz-d5iOLWCN7Q; expires=Fri, 04-Oct-2024 15:27:35 GMT; path=/; domain=.google.at; Secure; HttpOnly; SameSite=lax<span class="pl-pds">"</span></span> ], <span class="pl-ent">"http.response.header.accept-ranges"</span>: [ <span class="pl-s"><span class="pl-pds">"</span>none<span class="pl-pds">"</span></span> ], <span class="pl-ent">"http.response.header.vary"</span>: [ <span class="pl-s"><span class="pl-pds">"</span>Accept-Encoding<span class="pl-pds">"</span></span> ], <span class="pl-ent">"http.response.header.transfer-encoding"</span>: [ <span class="pl-s"><span class="pl-pds">"</span>chunked<span class="pl-pds">"</span></span> ], <span class="pl-ent">"http.response.body.size"</span>: <span class="pl-c1">11984</span>, <span class="pl-ent">"pipe.stdin.bytes"</span>: <span class="pl-c1">0</span>, <span class="pl-ent">"pipe.stdin.lines"</span>: <span class="pl-c1">0</span>, <span class="pl-ent">"pipe.stdout.bytes"</span>: <span class="pl-c1">18750</span>, <span class="pl-ent">"pipe.stdout.lines"</span>: <span class="pl-c1">16</span>, <span class="pl-ent">"pipe.stderr.bytes"</span>: <span class="pl-c1">391</span>, <span class="pl-ent">"pipe.stderr.lines"</span>: <span class="pl-c1">4</span>, <span class="pl-ent">"shell.command.exit_code"</span>: <span class="pl-c1">0</span>, <span class="pl-ent">"code.filepath"</span>: <span class="pl-s"><span class="pl-pds">"</span>./otel_demo_curl.sh<span class="pl-pds">"</span></span>, <span class="pl-ent">"code.lineno"</span>: <span class="pl-c1">2</span>, }, <span class="pl-ent">"events"</span>: [], <span class="pl-ent">"links"</span>: [], <span class="pl-ent">"resource"</span>: { <span class="pl-ent">"attributes"</span>: { <span class="pl-ent">"telemetry.sdk.language"</span>: <span class="pl-s"><span class="pl-pds">"</span>shell<span class="pl-pds">"</span></span>, <span class="pl-ent">"telemetry.sdk.name"</span>: <span class="pl-s"><span class="pl-pds">"</span>opentelemetry<span class="pl-pds">"</span></span>, <span class="pl-ent">"telemetry.sdk.version"</span>: <span class="pl-s"><span class="pl-pds">"</span>4.2.1<span class="pl-pds">"</span></span>, <span class="pl-ent">"deployment.environment"</span>: <span class="pl-s"><span class="pl-pds">"</span>development<span class="pl-pds">"</span></span>, <span class="pl-ent">"service.name"</span>: <span class="pl-s"><span class="pl-pds">"</span>DemoService<span class="pl-pds">"</span></span>, <span class="pl-ent">"cloud.provider"</span>: <span class="pl-s"><span class="pl-pds">"</span>aws<span class="pl-pds">"</span></span>, <span class="pl-ent">"cloud.platform"</span>: <span class="pl-s"><span class="pl-pds">"</span>aws_ec2<span class="pl-pds">"</span></span>, <span class="pl-ent">"cloud.account.id"</span>: <span class="pl-s"><span class="pl-pds">"</span>785162395342<span class="pl-pds">"</span></span>, <span class="pl-ent">"cloud.region"</span>: <span class="pl-s"><span class="pl-pds">"</span>eu-central-1<span class="pl-pds">"</span></span>, <span class="pl-ent">"cloud.availability_zone"</span>: <span class="pl-s"><span class="pl-pds">"</span>eu-central-1b<span class="pl-pds">"</span></span>, <span class="pl-ent">"host.id"</span>: <span class="pl-s"><span class="pl-pds">"</span>i-099942b18fe209756<span class="pl-pds">"</span></span>, <span class="pl-ent">"host.type"</span>: <span class="pl-s"><span class="pl-pds">"</span>t3.small<span class="pl-pds">"</span></span>, <span class="pl-ent">"host.name"</span>: <span class="pl-s"><span class="pl-pds">"</span>ip-172-31-41-64.eu-central-1.compute.internal<span class="pl-pds">"</span></span>, <span class="pl-ent">"process.pid"</span>: <span class="pl-c1">798293</span>, <span class="pl-ent">"process.parent_pid"</span>: <span class="pl-c1">786902</span>, <span class="pl-ent">"process.executable.name"</span>: <span class="pl-s"><span class="pl-pds">"</span>bash<span class="pl-pds">"</span></span>, <span class="pl-ent">"process.executable.path"</span>: <span class="pl-s"><span class="pl-pds">"</span>/usr/bin/bash<span class="pl-pds">"</span></span>, <span class="pl-ent">"process.command_line"</span>: <span class="pl-s"><span class="pl-pds">"</span>bash ./otel_demo_curl.sh<span class="pl-pds">"</span></span>, <span class="pl-ent">"process.command"</span>: <span class="pl-s"><span class="pl-pds">"</span>bash<span class="pl-pds">"</span></span>, <span class="pl-ent">"process.owner"</span>: <span class="pl-s"><span class="pl-pds">"</span>ubuntu<span class="pl-pds">"</span></span>, <span class="pl-ent">"process.runtime.name"</span>: <span class="pl-s"><span class="pl-pds">"</span>bash<span class="pl-pds">"</span></span>, <span class="pl-ent">"process.runtime.description"</span>: <span class="pl-s"><span class="pl-pds">"</span>Bourne Again Shell<span class="pl-pds">"</span></span>, <span class="pl-ent">"process.runtime.version"</span>: <span class="pl-s"><span class="pl-pds">"</span>5.2.15-2ubuntu1<span class="pl-pds">"</span></span>, <span class="pl-ent">"process.runtime.options"</span>: <span class="pl-s"><span class="pl-pds">"</span>hB<span class="pl-pds">"</span></span>, <span class="pl-ent">"service.version"</span>: <span class="pl-s"><span class="pl-pds">"</span>1.0.0<span class="pl-pds">"</span></span>, <span class="pl-ent">"service.namespace"</span>: <span class="pl-s"><span class="pl-pds">"</span>Demo<span class="pl-pds">"</span></span>, <span class="pl-ent">"service.instance.id"</span>: <span class="pl-s"><span class="pl-pds">"</span><span class="pl-pds">"</span></span> }, <span class="pl-ent">"schema_url"</span>: <span class="pl-s"><span class="pl-pds">"</span><span class="pl-pds">"</span></span> } }</pre></div> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Try For Yourself Locally</h2><a id="user-content-try-for-yourself-locally" class="anchor" aria-label="Permalink: Try For Yourself Locally" href="#try-for-yourself-locally"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">For local deployment in a shell script, install as described below. Put the following code at the start of an arbitrary script:</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="export OTEL_METRICS_EXPORTER=console export OTEL_LOGS_EXPORTER=console export OTEL_TRACES_EXPORTER=console . otel.sh"><pre><span class="pl-k">export</span> OTEL_METRICS_EXPORTER=console <span class="pl-k">export</span> OTEL_LOGS_EXPORTER=console <span class="pl-k">export</span> OTEL_TRACES_EXPORTER=console <span class="pl-c1">.</span> otel.sh</pre></div> <p dir="auto">Finally, run your script and see traces, metrics, and logs printed to stderr. For deployment in GitHub actions, refer to Automatic Instrumentation of GitHub Actions below.</p> <div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">Security</h1><a id="user-content-security" class="anchor" aria-label="Permalink: Security" href="#security"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Since version 3.43.0, this project generates artifact attestations to establish provenance for builds (<a href="https://docs.github.com/en/actions/security-for-github-actions/using-artifact-attestations/using-artifact-attestations-to-establish-provenance-for-builds">link</a>) to harden against supply chain attacks. Download any build artifact from the repositories above or directly from the releases of this repository and use the following code snippet to verify that the package has indeed been built at this location.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="gh attestation verify ./package.deb -R plengauer/opentelemetry-bash"><pre>gh attestation verify ./package.deb -R plengauer/opentelemetry-bash</pre></div> <div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">Documentation</h1><a id="user-content-documentation" class="anchor" aria-label="Permalink: Documentation" href="#documentation"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">You can either use the fully automatic instrumentation (recommended) or just import the API to do everything manually. In both cases, you can use the API to manually create customized spans and metrics. However, the automatic approach creates rich spans and logs fully automatically. We recommend to use the manual approach only to augment the automatic approach where necessary.</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Automatic Instrumentation of Shell Scrips</h2><a id="user-content-automatic-instrumentation-of-shell-scrips" class="anchor" aria-label="Permalink: Automatic Instrumentation of Shell Scrips" href="#automatic-instrumentation-of-shell-scrips"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">This project currently supports and is actively tested on debian-based (Debian and Ubuntu) and rpm-based (Fedora, OpenSuse, and Red Hat Enterprise Linux (RHEL)) operating systems as well as on the Windows Subsystem for Linux. The code also works on other Linux-based operating systems, however, there are no readily available installation packages for these systems. Mac-based operating systems are currently not supported. For deployment in GitHub actions, see Automatic Instrumentation of GitHub Actions below. For deployment on other any Linux-based system, install either via</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="wget -O - https://raw.githubusercontent.com/plengauer/opentelemetry-shell/main/INSTALL.sh | sh"><pre>wget -O - https://raw.githubusercontent.com/plengauer/opentelemetry-shell/main/INSTALL.sh <span class="pl-k">|</span> sh</pre></div> <p dir="auto">or, for debian-based systems, via</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="echo &quot;deb [arch=all] http://3.73.14.87:8000/ stable main&quot; | sudo tee /etc/apt/sources.list.d/otel.list sudo apt-get update sudo apt-get install opentelemetry-shell"><pre><span class="pl-c1">echo</span> <span class="pl-s"><span class="pl-pds">"</span>deb [arch=all] http://3.73.14.87:8000/ stable main<span class="pl-pds">"</span></span> <span class="pl-k">|</span> sudo tee /etc/apt/sources.list.d/otel.list sudo apt-get update sudo apt-get install opentelemetry-shell</pre></div> <p dir="auto">Note: the apt repo only acts as a facade to offer a better debian-native installation option, internally it redirects the apt client to the releases of this repository.</p> <p dir="auto">Import the OpenTelemetry auto instrumentation as well as the API by sourcing the <code>otel.sh</code> file. This will both import the API described below (in case you need or want to extend manually) as well as initialize the SDK and the auto instrumentation. No explicit calls to <code>otel_init</code> at the start or to <code>otel_shutdown</code> at the end of the script are necessary. You can configure the SDK as described <a href="https://opentelemetry.io/docs/languages/sdk-configuration/" rel="nofollow">here</a>. We recommend not just setting configuration variables, but also exporting them so that automatically injected children inherit the same configuration.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="export OTEL_SERVICE_NAME=Test export OTEL_RESOURCE_ATTRIBUTES=foo=bar,baz=foo # TODO more config . otel.sh # ..."><pre><span class="pl-k">export</span> OTEL_SERVICE_NAME=Test <span class="pl-k">export</span> OTEL_RESOURCE_ATTRIBUTES=foo=bar,baz=foo <span class="pl-c"><span class="pl-c">#</span> TODO more config</span> <span class="pl-c1">.</span> otel.sh <span class="pl-c"><span class="pl-c">#</span> ...</span></pre></div> <p dir="auto">All commands are automatically instrumented to create spans. This includes commands on the <code>PATH</code>, as well as all aliases and built-ins. Current limitations are shell functions as well as commands that are called via an absolute or relative path (<code>/bin/cat</code> rather than <code>cat</code>). For these cases, you can use <code>otel_observe</code> described below. For all commands, attributes of the <code>shell.*</code> (describing the command being run), <code>pipe.*</code> (describing behavior of stdin, stdout, and stderr), <code>subprocess.executable.*</code> (describing the executable being run if any), and <code>code.*</code> (describing the location in the script) families are recorded. Additionally, all lines written to stderr are recorded as logs.</p> <p dir="auto">If the command is a shell or an executable with a shebang (meaning it itself is script rather a than a binary), OpenTelemetry will be automatically injected into it to continue observation. No setup code or configuration is necessary in these children. If the command is just a wrapper for another command (e.g., <code>sudo</code>, <code>find</code>, <code>xargs</code>, <code>parallel</code>, ...), OpenTelemetry will automatically be injected into the inner command to continue observation as well. If the command represents communication to a third party service (like a HTTP request via <code>curl</code> or <code>wget</code>), relevant attributes from the <code>http.*</code>, <code>server.*</code>, <code>url.*</code>, and <code>network.*</code> families are added. Additionally, a W3C traceparent header is injected.</p> <p dir="auto">Finally, a single root span will be created and activated that represents the script. This span will automatically be deactivated and ended when the script ends.</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Automatic Instrumentation of GitHub Actions</h2><a id="user-content-automatic-instrumentation-of-github-actions" class="anchor" aria-label="Permalink: Automatic Instrumentation of GitHub Actions" href="#automatic-instrumentation-of-github-actions"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">To automatically monitor your GitHub Actions by exporting logs, metrics and traces, this project can be used to instrument at workflow level as well as on job level. The workflow-level instrumentation is deployed as a separate workflow (see below), triggered by <code>workflow run</code> events, and uses the GitHub API to create logs, metrics, and spans based on the meta data that GitHub provides. The job-level instrumentation is deployed as the first action within a job definition (see below) and runs on the GitHub runner itself.</p> <p dir="auto">The workflow-level instrumentation is a good starting point to get an overview of the GitHub actions of repository. It can export logs (all logs that GitHub records), metrics (count and duration metrics for workflows, jobs, steps, and actions), as well as spans for workflows, jobs, and steps. However, since it observes any signal only after the fact, it lacks depth and details. The job-level instrumentation can be deployed into any job running on a linux-based runner and exports the same logs, the same metrics for jobs, steps, and actions, and the same traces for jobs and steps. Since it is injected and running inside a job, metrics and spans are richer in details. For example, it can capture detailed input and output paramters to every step, as well as state transitions. Additionally, job-level instrumentation can actually inject into every GitHub step (no matter if its a script action, docker action, node action, or composite action) and generate detailed traces describing their internal activities. Additionally, measurements are more accurate compared to the workflow-level instrumentation.</p> <p dir="auto">Both methods of instrumentation can be combined arbitrarily. Deploying them both at the same time, will combine their advantages without any double recording of any log, metric, trace or span.</p> <p dir="auto">To deploy workflow-level instrumentation, use the code snippet below in a dedicated workflow to run after any other explicitly configured workflow. You can configure the SDK as described <a href="https://opentelemetry.io/docs/languages/sdk-configuration/" rel="nofollow">here</a> by adding according environment variables. Workflow-level instrumentation can be combined arbitrarily with job-level instrumentation.</p> <div class="highlight highlight-source-yaml notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="name: OpenTelemetry on: workflow_run: workflows: [Build, Test, Publish] # TODO list the workflows that should be observed types: - completed jobs: export: runs-on: ubuntu-latest steps: - uses: plengauer/opentelemetry-github/actions/instrument/workflow@main env: OTEL_SERVICE_NAME: ${{ secrets.SERVICE_NAME }} # ..."><pre><span class="pl-ent">name</span>: <span class="pl-s">OpenTelemetry</span> <span class="pl-ent">on</span>: <span class="pl-ent">workflow_run</span>: <span class="pl-ent">workflows</span>: <span class="pl-s">[Build, Test, Publish] </span><span class="pl-c"><span class="pl-c">#</span> TODO list the workflows that should be observed</span> <span class="pl-ent">types</span>: - <span class="pl-s">completed</span> <span class="pl-ent">jobs</span>: <span class="pl-ent">export</span>: <span class="pl-ent">runs-on</span>: <span class="pl-s">ubuntu-latest</span> <span class="pl-ent">steps</span>: - <span class="pl-ent">uses</span>: <span class="pl-s">plengauer/opentelemetry-github/actions/instrument/workflow@main</span> <span class="pl-ent">env</span>: <span class="pl-ent">OTEL_SERVICE_NAME</span>: <span class="pl-s">${{ secrets.SERVICE_NAME }}</span> <span class="pl-c"><span class="pl-c">#</span> ...</span></pre></div> <p dir="auto">To deploy job-level instrumetnation, add the following step as first in every job you want to observe. You can configure the SDK as described <a href="https://opentelemetry.io/docs/languages/sdk-configuration/" rel="nofollow">here</a> by adding according environment variables to the setup step. Job-level instrumentation can be combined arbitrarily with workflow-level instrumentation.</p> <div class="highlight highlight-source-yaml notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="- uses: plengauer/opentelemetry-github/actions/instrument/job@main env: OTEL_SERVICE_NAME: 'Test' # ... - run: ..."><pre>- <span class="pl-ent">uses</span>: <span class="pl-s">plengauer/opentelemetry-github/actions/instrument/job@main</span> <span class="pl-ent">env</span>: <span class="pl-ent">OTEL_SERVICE_NAME</span>: <span class="pl-s"><span class="pl-pds">'</span>Test<span class="pl-pds">'</span></span> <span class="pl-c"><span class="pl-c">#</span> ...</span> - <span class="pl-ent">run</span>: <span class="pl-s">...</span></pre></div> <p dir="auto">Depending on the actions in use, GitHub <code>secrets</code> or other sensitive information could appear in commandlines or action inputs/states which may captured as attributes on spans, metrics, or logs recorded by job-level instrumentation. To redact these secrets, use the following parameter to redact their values from any attribute. The value of the parameter must be a <code>json</code> object, whereas every value of every field is considered a secret to be redacted. By default, if left unset, the implicit GitHub token is redacted.</p> <div class="highlight highlight-source-yaml notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="- uses: plengauer/opentelemetry-github/actions/instrument/job@main with: secrets_to_redact: '${{ toJSON(secrets) }}' # Redact all secrets from any attribute, span name, or log body."><pre>- <span class="pl-ent">uses</span>: <span class="pl-s">plengauer/opentelemetry-github/actions/instrument/job@main</span> <span class="pl-ent">with</span>: <span class="pl-ent">secrets_to_redact</span>: <span class="pl-s"><span class="pl-pds">'</span>${{ toJSON(secrets) }}<span class="pl-pds">'</span></span> <span class="pl-c"><span class="pl-c">#</span> Redact all secrets from any attribute, span name, or log body.</span></pre></div> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Manual Instrumentation</h2><a id="user-content-manual-instrumentation" class="anchor" aria-label="Permalink: Manual Instrumentation" href="#manual-instrumentation"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Import the API by referencing the <code>otelapi.sh</code> file. This is only necessary if you do not choose a fully automatic approach described above. In case you use automatic instrumentation, the API will be imported automatically for you. The SDK needs to be initialized and shut down manually at the start and at the end of your script respectively. All config must be set before the call to <code>otel_init</code>. You can configure the underlying SDK with the same variables as any other OpenTelemetry SDK as described <a href="https://opentelemetry.io/docs/languages/sdk-configuration/" rel="nofollow">here</a>. We recommend not just setting the environment variables, but also exporting them so that automatically injected children inherit the same configuration.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="export OTEL_SERVICE_NAME=Test export OTEL_RESOURCE_ATTRIBUTES=foo=bar,baz=foo # TODO more config . otelapi.sh otel_init # ... otel_shutdown"><pre><span class="pl-k">export</span> OTEL_SERVICE_NAME=Test <span class="pl-k">export</span> OTEL_RESOURCE_ATTRIBUTES=foo=bar,baz=foo <span class="pl-c"><span class="pl-c">#</span> TODO more config</span> <span class="pl-c1">.</span> otelapi.sh otel_init <span class="pl-c"><span class="pl-c">#</span> ... </span> otel_shutdown</pre></div> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Configuration</h2><a id="user-content-configuration" class="anchor" aria-label="Permalink: Configuration" href="#configuration"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">You can configure the underlying SDK with the same variables as any other OpenTelemetry SDK as described <a href="https://opentelemetry.io/docs/languages/sdk-configuration/" rel="nofollow">here</a>. Currently only the <code>otlp</code>, <code>console</code>, and <code>none</code> exporters are supported. In addition to that, use the following environment variables to further configure behavior of this project:</p> <markdown-accessiblity-table><table> <thead> <tr> <th>Variable</th> <th>Values</th> <th>Default</th> <th>Description</th> <th>State</th> </tr> </thead> <tbody> <tr> <td>OTEL_SHELL_CONFIG_OBSERVE_PIPES</td> <td><code>TRUE</code>, <code>FALSE</code></td> <td><code>TRUE</code> for GitHub Actions, <code>FALSE</code> otherwise</td> <td>Count bytes and lines on stdout, and stderr and add counts as attributes on spans.</td> <td>stable</td> </tr> <tr> <td>OTEL_SHELL_CONFIG_OBSERVE_PIPES_STDIN</td> <td><code>TRUE</code>, <code>FALSE</code></td> <td><code>FALSE</code></td> <td>Count bytes and lines on stdin and add counts as attributes on spans.</td> <td>unsafe</td> </tr> <tr> <td>OTEL_SHELL_CONFIG_MUTE_INTERNALS</td> <td><code>TRUE</code>, <code>FALSE</code></td> <td><code>FALSE</code></td> <td>Only create <code>SERVER</code>, <code>CONSUMER</code>, <code>CLIENT</code> and <code>PRODUCER</code> spans, mute all <code>INTERNAL</code> spans.</td> <td>stable</td> </tr> <tr> <td>OTEL_SHELL_CONFIG_MUTE_BUILTINs</td> <td><code>TRUE</code>, <code>FALSE</code></td> <td><code>TRUE</code> for GitHub Actions, <code>FALSE</code> otherwise</td> <td>Do not create spans for built-in commands like <code>echo</code>, <code>printf</code>, <code>[</code>, ...</td> <td>stable</td> </tr> <tr> <td>OTEL_SHELL_CONFIG_INJECT_DEEP</td> <td><code>TRUE</code>, <code>FALSE</code></td> <td><code>TRUE</code> for GitHub Actions, <code>FALSE</code> otherwise</td> <td>Inject native OpenTelemetry into scripting languages like node.js, python or java.</td> <td>stable</td> </tr> <tr> <td>OTEL_SHELL_CONFIG_INSTRUMENT_ABSOLUTE_PATHS</td> <td><code>TRUE</code>, <code>FALSE</code></td> <td><code>FALSE</code></td> <td>Create spans for commands with an absolute path to the executable.</td> <td>experimental</td> </tr> <tr> <td>OTEL_SHELL_CONFIG_OBSERVE_SIGNALS</td> <td><code>TRUE</code>, <code>FALSE</code></td> <td><code>TRUE</code> for GitHub Actions, <code>FALSE</code> otherwise</td> <td>Create events for received signals.</td> <td>stable</td> </tr> <tr> <td>OTEL_SHELL_CONFIG_OBSERVE_SUBPROCESSES</td> <td><code>TRUE</code>, <code>FALSE</code></td> <td><code>TRUE</code> for GitHub Actions, <code>FALSE</code> otherwise</td> <td>Create additional minimal spans for all indirect subprocesses.</td> <td>stable</td> </tr> </tbody> </table></markdown-accessiblity-table> <p dir="auto">Flags that are marked as <code>stable</code> are tested and verified in tests and real-world scenarios. Flags marked as <code>experimental</code> are new features that are tested but still lack long-term verification in real-world applications. They will eventually reach <code>stable</code> or <code>unsafe</code>. Flags marked as <code>unsafe</code> have implicit assumptions about the nature of the instrumented scripts and will therefore never reach <code>stable</code>.</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Limitations</h2><a id="user-content-limitations" class="anchor" aria-label="Permalink: Limitations" href="#limitations"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Currently, we do not support restricted mode in shells (<code>set -r</code>).</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Traces</h2><a id="user-content-traces" class="anchor" aria-label="Permalink: Traces" href="#traces"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">The API described below is for manually creating and customizing spans. We recommend to do this only if the automatic instrumentation is not sufficient.</p> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Spans</h3><a id="user-content-spans" class="anchor" aria-label="Permalink: Spans" href="#spans"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Create spans with a span kind (<code>SERVER</code>, <code>CONSUMER</code>, <code>CLIENT</code>, <code>PRODUCER</code>, <code>INTERNAL</code>) and an arbitrary name. The returned span handle is used to end the span and to customize it (see below). The span handle is similar to a file descriptor. It is only valid within this process and used for subsequent calls for customization. It is not the actual span ID.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="span_handle=&quot;$(otel_span_start INTERNAL my span)&quot; # ... otel_span_end &quot;$span_handle&quot;"><pre>span_handle=<span class="pl-s"><span class="pl-pds">"</span><span class="pl-s"><span class="pl-pds">$(</span>otel_span_start INTERNAL my span<span class="pl-pds">)</span></span><span class="pl-pds">"</span></span> <span class="pl-c"><span class="pl-c">#</span> ... </span> otel_span_end <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$span_handle</span><span class="pl-pds">"</span></span></pre></div> <p dir="auto">Creating a span alone will not make new spans its children (see span activation below). Start and end time of the span as well as its parent (if another span is currently active) is automatically recorded.</p> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Span Attributes</h3><a id="user-content-span-attributes" class="anchor" aria-label="Permalink: Span Attributes" href="#span-attributes"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Customize your spans by manually setting span attributes with the span handle. This is only possible between <code>otel_span_start</code> and <code>otel_span_end</code> for the respective span handle. Valid types are <code>string</code>, <code>int</code>, <code>float</code>, and <code>auto</code>. The <code>auto</code> type will try to guess the type based on the value.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="otel_span_attribute &quot;$span_handle&quot; key=value otel_span_attribute_typed &quot;$span_handle&quot; string foo=bar otel_span_attribute_typed &quot;$span_handle&quot; int numberkey=0"><pre>otel_span_attribute <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$span_handle</span><span class="pl-pds">"</span></span> key=value otel_span_attribute_typed <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$span_handle</span><span class="pl-pds">"</span></span> string foo=bar otel_span_attribute_typed <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$span_handle</span><span class="pl-pds">"</span></span> int numberkey=0</pre></div> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Span Events</h3><a id="user-content-span-events" class="anchor" aria-label="Permalink: Span Events" href="#span-events"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Customize your spans by manually adding span events with the span handle. This is only possible between <code>otel_span_start</code> and <code>otel_span_end</code> for the respective span handle. Valid types for event attributes <code>string</code>, <code>int</code>, <code>float</code>, and <code>auto</code>. The <code>auto</code> type will try to guess the type based on the value.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="event_handle=&quot;$(otel_event_create &quot;my event&quot;)&quot; otel_event_attribute &quot;$event_handle&quot; key=value otel_event_attribute_typed &quot;$event_handle&quot; string foo=bar otel_event_add &quot;$event_handle&quot; &quot;$span_handle&quot;"><pre>event_handle=<span class="pl-s"><span class="pl-pds">"</span><span class="pl-s"><span class="pl-pds">$(</span>otel_event_create <span class="pl-s"><span class="pl-pds">"</span>my event<span class="pl-pds">"</span></span><span class="pl-pds">)</span></span><span class="pl-pds">"</span></span> otel_event_attribute <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$event_handle</span><span class="pl-pds">"</span></span> key=value otel_event_attribute_typed <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$event_handle</span><span class="pl-pds">"</span></span> string foo=bar otel_event_add <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$event_handle</span><span class="pl-pds">"</span></span> <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$span_handle</span><span class="pl-pds">"</span></span></pre></div> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Span Links</h3><a id="user-content-span-links" class="anchor" aria-label="Permalink: Span Links" href="#span-links"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Customize your spans by manually adding span links to other spans. This is only possible between <code>otel_span_start</code> and <code>otel_span_end</code> for the respective span handle. Valid types for link attributes <code>string</code>, <code>int</code>, <code>float</code>, and <code>auto</code>. The <code>auto</code> type will try to guess the type based on the value.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="link_handle=&quot;$(otel_link_create &quot;$foreign_traceparent&quot; &quot;$foreign_tracestate&quot;)&quot; otel_link_attribute &quot;$link_handle&quot; key=value otel_link_attribute_typed &quot;$link_handle&quot; string foo=bar otel_link_add &quot;$link_handle&quot; &quot;$span_handle&quot;"><pre>link_handle=<span class="pl-s"><span class="pl-pds">"</span><span class="pl-s"><span class="pl-pds">$(</span>otel_link_create <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$foreign_traceparent</span><span class="pl-pds">"</span></span> <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$foreign_tracestate</span><span class="pl-pds">"</span></span><span class="pl-pds">)</span></span><span class="pl-pds">"</span></span> otel_link_attribute <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$link_handle</span><span class="pl-pds">"</span></span> key=value otel_link_attribute_typed <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$link_handle</span><span class="pl-pds">"</span></span> string foo=bar otel_link_add <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$link_handle</span><span class="pl-pds">"</span></span> <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$span_handle</span><span class="pl-pds">"</span></span></pre></div> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Span Error</h3><a id="user-content-span-error" class="anchor" aria-label="Permalink: Span Error" href="#span-error"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Customize your spans by marking them as failed. This is only possible between <code>otel_span_start</code> and <code>otel_span_end</code> for the respective span handle.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="otel_span_error &quot;$span_handle&quot;"><pre>otel_span_error <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$span_handle</span><span class="pl-pds">"</span></span></pre></div> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Span Activation</h3><a id="user-content-span-activation" class="anchor" aria-label="Permalink: Span Activation" href="#span-activation"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Customize your spans by marking them as failed. This is only possible between <code>otel_span_start</code> and <code>otel_span_end</code> for the respective span handle. Please note, that <code>span_start</code> does not automatically activate a span, nor does <code>span_end</code> automatically deactivate it.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="otel_span_activate &quot;$span_handle&quot; # ... all spans created here will be children of the activated span otel_span_deactivate"><pre>otel_span_activate <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$span_handle</span><span class="pl-pds">"</span></span> <span class="pl-c"><span class="pl-c">#</span> ... all spans created here will be children of the activated span</span> otel_span_deactivate</pre></div> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Semi-automatic Spans</h3><a id="user-content-semi-automatic-spans" class="anchor" aria-label="Permalink: Semi-automatic Spans" href="#semi-automatic-spans"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">The easiest way to create a span manually and fill it with some simple default attributes is to use the command <code>otel_observe</code>. This command acts as a wrapper for the given command. It first starts an <code>INTERNAL</code> span with the command as name, records some default attributes, activates the span (in case the command in turn creates spans), and then runs the command. After the command terminates, it deactivates the span and ends it. The automatically recorded attributes are of the <code>shell.*</code>, <code>pipe.*</code>, and <code>subprocess.executable.*</code> families. All lines, written to stderr will be recorded as logs. The command is fully transparent in its behavior, i.e., stdin, stdout, and stderr of the wrapped command are piped to the caller accordingly, and the command exits with the same exit code as the wrapped command does.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="otel_observe cat file.txt"><pre>otel_observe cat file.txt</pre></div> <p dir="auto">Please note, that this command will not perform injection or context propagation. This can only be done via the fully automatic approach described above.</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Metrics</h2><a id="user-content-metrics" class="anchor" aria-label="Permalink: Metrics" href="#metrics"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">To record metric data points, first create a new counter with a type, name, unit, and description. Valid types are <code>counter</code>, <code>up_down_counter</code>, and <code>gauge</code> as well as <code>observable_counter</code>, <code>observable_up_down_counter</code>, and <code>observable_gauge</code>. Then create an observation with the amount and arbitrary attributes. The observable counters will continuously report every observation until its replaced with another observation with the same attribute values. The returned counter handle is used to observe data points and their attributes. Valid observation attribute types are <code>string</code>, <code>int</code>, <code>float</code>, and <code>auto</code>. The <code>auto</code> type will try to guess the type based on the value.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="counter_handle=&quot;$(otel_counter_create up_down_counter my.metric MB 'this is an example metric')&quot; observation_handle=&quot;$(otel_observation_create 5)&quot; otel_observation_attribute &quot;$observation_handle&quot; key=value otel_observation_attribute_typed &quot;$observation_handle&quot; string foo=bar otel_counter_observe &quot;$counter_handle&quot; &quot;$observation_handle&quot; observation_handle=&quot;$(otel_observation_create -3)&quot; otel_observation_attribute &quot;$observation_handle&quot; key=value otel_observation_attribute_typed &quot;$observation_handle&quot; string foo=bar otel_counter_observe &quot;$counter_handle&quot; &quot;$observation_handle&quot;"><pre>counter_handle=<span class="pl-s"><span class="pl-pds">"</span><span class="pl-s"><span class="pl-pds">$(</span>otel_counter_create up_down_counter my.metric MB <span class="pl-s"><span class="pl-pds">'</span>this is an example metric<span class="pl-pds">'</span></span><span class="pl-pds">)</span></span><span class="pl-pds">"</span></span> observation_handle=<span class="pl-s"><span class="pl-pds">"</span><span class="pl-s"><span class="pl-pds">$(</span>otel_observation_create 5<span class="pl-pds">)</span></span><span class="pl-pds">"</span></span> otel_observation_attribute <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$observation_handle</span><span class="pl-pds">"</span></span> key=value otel_observation_attribute_typed <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$observation_handle</span><span class="pl-pds">"</span></span> string foo=bar otel_counter_observe <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$counter_handle</span><span class="pl-pds">"</span></span> <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$observation_handle</span><span class="pl-pds">"</span></span> observation_handle=<span class="pl-s"><span class="pl-pds">"</span><span class="pl-s"><span class="pl-pds">$(</span>otel_observation_create -3<span class="pl-pds">)</span></span><span class="pl-pds">"</span></span> otel_observation_attribute <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$observation_handle</span><span class="pl-pds">"</span></span> key=value otel_observation_attribute_typed <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$observation_handle</span><span class="pl-pds">"</span></span> string foo=bar otel_counter_observe <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$counter_handle</span><span class="pl-pds">"</span></span> <span class="pl-s"><span class="pl-pds">"</span><span class="pl-smi">$observation_handle</span><span class="pl-pds">"</span></span></pre></div> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Logs</h2><a id="user-content-logs" class="anchor" aria-label="Permalink: Logs" href="#logs"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">As of now, there is no way to manually record logs. Logs, i.e., lines that are written to stderr, are recorded automatically when using auto-instrumentation and when using <code>otel_observe</code> as described above.</p> <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 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">Every command executed in an automatically instrumented script produces a small amount of constant overhead. This is usually not a problem, especially in traditional scripts where the heavy lifting is done within external processes and not in the script itself.</p> <p dir="auto">When a script is instrumented for the first time, instrumenting will cause some additional overhead. To speed up subsequent invocations of the same script, an instrumentation cache is created. The cache will be invalidated if the script changes or additional executables are installed on the system and will be automatically rebuilt on the next invocation of the script.</p> <div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">Extension to Semantic Conventions</h1><a id="user-content-extension-to-semantic-conventions" class="anchor" aria-label="Permalink: Extension to Semantic Conventions" href="#extension-to-semantic-conventions"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">This projects adheres to the <a href="https://opentelemetry.io/docs/specs/semconv" rel="nofollow">OpenTelemetry Semantic Conventions</a>, but it also defines a number of shell-specifc extensions.</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Shell Commands</h2><a id="user-content-shell-commands" class="anchor" aria-label="Permalink: Shell Commands" href="#shell-commands"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <markdown-accessiblity-table><table> <thead> <tr> <th>Attribute</th> <th>Type</th> <th>Description</th> <th>Examples</th> </tr> </thead> <tbody> <tr> <td>shell.command_line</td> <td>string</td> <td>The full command line as it appears in the script, with all variables resolved to their values.</td> <td><code>echo hello world</code>, <code>/bin/cat file.txt</code></td> </tr> <tr> <td>shell.command</td> <td>string</td> <td>The 0-th string of the command line.</td> <td><code>echo</code>, <code>/bin/cat</code></td> </tr> <tr> <td>shell.command.name</td> <td>string</td> <td>The 0-th string of the command line resolved to its name only.</td> <td><code>echo</code>, <code>cat</code></td> </tr> <tr> <td>shell.command.type</td> <td>string</td> <td>The type of the command.</td> <td><code>file</code>, <code>builtin</code>, <code>function</code>, <code>alias</code>, <code>keyword</code></td> </tr> <tr> <td>shell.command.exit_code</td> <td>int</td> <td>The exit code of the command.</td> <td><code>0</code>, <code>1</code>, <code>127</code></td> </tr> </tbody> </table></markdown-accessiblity-table> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Pipes</h2><a id="user-content-pipes" class="anchor" aria-label="Permalink: Pipes" href="#pipes"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <markdown-accessiblity-table><table> <thead> <tr> <th>Attribute</th> <th>Type</th> <th>Description</th> <th>Examples</th> </tr> </thead> <tbody> <tr> <td>pipe.stdin.bytes</td> <td>int</td> <td>The number of bytes read from stdin (fd 0).</td> <td><code>0</code></td> </tr> <tr> <td>pipe.stdin.lines</td> <td>int</td> <td>The number of lines read from stdin (fd 0).</td> <td><code>0</code></td> </tr> <tr> <td>pipe.stdout.bytes</td> <td>int</td> <td>The number of bytes written to stdout (fd 1).</td> <td><code>0</code></td> </tr> <tr> <td>pipe.stdout.lines</td> <td>int</td> <td>The number of lines written to stdout (fd 1).</td> <td><code>0</code></td> </tr> <tr> <td>pipe.stderr.bytes</td> <td>int</td> <td>The number of bytes written to stderr (fd 2).</td> <td><code>0</code></td> </tr> <tr> <td>pipe.stderr.lines</td> <td>int</td> <td>The number of lines written to stderr (fd 2).</td> <td><code>0</code></td> </tr> </tbody> </table></markdown-accessiblity-table> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">SSH</h2><a id="user-content-ssh" class="anchor" aria-label="Permalink: SSH" href="#ssh"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">These attributes are set when the script is called via an SSH connection.</p> <markdown-accessiblity-table><table> <thead> <tr> <th>Attribute</th> <th>Type</th> <th>Description</th> <th>Examples</th> </tr> </thead> <tbody> <tr> <td>ssh.ip</td> <td>string</td> <td>The IP address of the ssh deamon used for connecting.</td> <td><code>1.1.1.1</code></td> </tr> <tr> <td>ssh.port</td> <td>int</td> <td>The port of the ssh deamon used for connecting.</td> <td><code>1.1.1.1</code></td> </tr> </tbody> </table></markdown-accessiblity-table> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Debian</h2><a id="user-content-debian" class="anchor" aria-label="Permalink: Debian" href="#debian"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">These attributes are set when the script is a debian package maintainer script (<code>preinst</code>, <code>postinst</code>, <code>prerm</code>, <code>postrm</code>)</p> <markdown-accessiblity-table><table> <thead> <tr> <th>Attribute</th> <th>Type</th> <th>Description</th> <th>Examples</th> </tr> </thead> <tbody> <tr> <td>debian.package.name</td> <td>string</td> <td>The name of the package.</td> <td><code>opentelemetry-shell</code></td> </tr> <tr> <td>debian.package.version</td> <td>string</td> <td>The version of the package.</td> <td><code>1.2.3</code></td> </tr> </tbody> </table></markdown-accessiblity-table> </article></div></div></div></div></div> <!-- --> <!-- --> <script type="application/json" id="__PRIMER_DATA_:R0:__">{"resolvedServerColorMode":"day"}</script></div> </react-partial> <input type="hidden" data-csrf="true" value="frQMFOFCdgRbXU8qc65PigHdvlsrjbgqFBwikep0l/HqOhWCl21KOEt/Ctk25P1oCeko2g6ecvqLPnCnPPAJ2Q==" /> </div> <div data-view-component="true" class="Layout-sidebar"> <div class="BorderGrid about-margin" data-pjax> <div class="BorderGrid-row"> <div class="BorderGrid-cell"> <div class="hide-sm hide-md"> <h2 class="mb-3 h4">About</h2> <div class="f4 my-3 color-fg-muted text-italic"> No description or website provided. </div> <h3 class="sr-only">Topics</h3> <div class="my-3"> <div class="f6"> <a href="/topics/shell" title="Topic: shell" data-view-component="true" class="topic-tag topic-tag-link"> shell </a> <a href="/topics/bash" title="Topic: bash" 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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> <strong>5</strong> forks</a> </div> <div class="mt-2"> <a class="Link--muted" href="/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fplengauer%2FThoth&amp;report=plengauer+%28user%29"> Report repository </a> </div> </div> </div> </div> <div class="BorderGrid-row"> <div class="BorderGrid-cell"> <h2 class="h4 mb-3" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame"> <a href="/plengauer/Thoth/releases" data-view-component="true" class="Link--primary no-underline Link">Releases <span title="275" data-view-component="true" class="Counter">275</span></a></h2> <a class="Link--primary d-flex no-underline" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" href="/plengauer/Thoth/releases/tag/v5.10.0"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" 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