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</div>
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</a>
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</li></ul></nav></div></div></aside><main class="docMainContainer_TBSr"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_z5aJ"><div class="docItemContainer_c0TR"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" aria-hidden="true" focusable="false" role="presentation" class="breadcrumbHomeIcon_xK9p"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Develop</span></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Observability</span></li><li class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link">Telemetry</span></li></ul></nav><div class="docMetaRow_c2hx"><div class="root_Eutc"><button type="button" class="button_gpNY"><span aria-hidden="true" class="icon_Bm9L"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-copy"><rect width="14" height="14" x="8" y="8" rx="2" ry="2"></rect><path d="M4 16c-1.1 0-2-.9-2-2V4c0-1.1.9-2 2-2h10c1.1 0 2 .9 2 2"></path></svg></span><span class="label_LzDG">Copy page</span></button></div><span class="theme-doc-version-badge badge badge--secondary">Version: 1.9.x</span></div><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Telemetry</h1></header><p>Langflow uses anonymous telemetry to collect statistics about feature usage and performance.
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The Langflow team uses this data to identify popular features and areas that need improvement based on actual usage patterns.
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This helps prioritize development efforts on the most impactful changes and popular features.</p>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="privacy">Privacy<a href="#privacy" class="hash-link" aria-label="Direct link to Privacy" title="Direct link to Privacy" translate="no"></a></h2>
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<p>The Langflow team respects your privacy, and the team is committed to protecting your data.</p>
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<p>Langflow telemetry doesn't collect any personal information or sensitive data.
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All telemetry data is anonymized and used solely for improving Langflow.</p>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="opt-out-of-telemetry">Opt out of telemetry<a href="#opt-out-of-telemetry" class="hash-link" aria-label="Direct link to Opt out of telemetry" title="Direct link to Opt out of telemetry" translate="no"></a></h2>
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<p>To opt out of telemetry, set <code>DO_NOT_TRACK=True</code> in your <a class="" href="/environment-variables">Langflow environment variables</a> before starting Langflow. This disables telemetry data collection.</p>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="data-that-langflow-collects">Data that Langflow collects<a href="#data-that-langflow-collects" class="hash-link" aria-label="Direct link to Data that Langflow collects" title="Direct link to Data that Langflow collects" translate="no"></a></h2>
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<p>Langflow telemetry collects data on flow runs, your environment, and component usage.</p>
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<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="run">Run<a href="#run" class="hash-link" aria-label="Direct link to Run" title="Direct link to Run" translate="no"></a></h3>
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<p>This telemetry event is sent every time a flow is executed.</p>
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<ul>
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<li class=""><strong>IsWebhook</strong>: Indicates whether the operation was triggered with a webhook.</li>
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<li class=""><strong>Seconds</strong>: Duration in seconds for how long the operation lasted, providing insights into performance.</li>
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<li class=""><strong>Success</strong>: Boolean value indicating whether the operation was successful, helping identify potential errors or issues.</li>
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<li class=""><strong>ErrorMessage</strong>: Provides error message details if the operation was unsuccessful, aiding in troubleshooting and enhancements.</li>
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</ul>
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<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="shutdown">Shutdown<a href="#shutdown" class="hash-link" aria-label="Direct link to Shutdown" title="Direct link to Shutdown" translate="no"></a></h3>
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<p>This telemetry event captures information about application lifecycle and runtime duration.</p>
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<ul>
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<li class=""><strong>TimeRunning</strong>: Total runtime before shutdown, which is useful for understanding the application lifecycle and optimizing uptime.</li>
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</ul>
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<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="version">Version<a href="#version" class="hash-link" aria-label="Direct link to Version" title="Direct link to Version" translate="no"></a></h3>
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<p>This telemetry event is sent once when the telemetry service starts.</p>
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<ul>
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<li class=""><strong>Version</strong>: The specific version of Langflow used, which helps in tracking feature adoption and compatibility.</li>
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<li class=""><strong>Platform</strong>: Operating system of the host machine, which helps determine the most popular platforms for development and testing efforts.</li>
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<li class=""><strong>Python</strong>: The version of Python used, assisting in maintaining compatibility and support for various Python versions.</li>
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<li class=""><strong>Arch</strong>: Architecture of the system, such as x86 or ARM, which helps prioritize hardware optimization and testing in the Langflow codebase.</li>
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<li class=""><strong>AutoLogin</strong>: Indicates whether the auto-login feature is enabled, reflecting user preference settings.</li>
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<li class=""><strong>CacheType</strong>: Type of caching mechanism used, which impacts performance and efficiency.</li>
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<li class=""><strong>BackendOnly</strong>: Boolean indicating whether Langflow is running in backend-only mode, useful for understanding deployment configurations.</li>
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<li class=""><strong>Desktop</strong>: Indicates whether Langflow is running in desktop mode (Langflow Desktop), helping to understand usage patterns across different deployment types.</li>
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</ul>
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<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="email">Email<a href="#email" class="hash-link" aria-label="Direct link to Email" title="Direct link to Email" translate="no"></a></h3>
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<p>This telemetry event is sent to track registered email addresses for Langflow Desktop. The event is triggered in two cases:</p>
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<ul>
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||
<li class="">
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<p>Every time a new email address is registered through the POST <code>/api/v2/registration/</code> endpoint.</p>
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</li>
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<li class="">
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<p>Each time you start Langflow Desktop <em>after</em> an email address is registered.</p>
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<p>The first time you start Langflow Desktop and register your email address, the event is reported by the call to the POST <code>/api/v2/registration/</code> endpoint.</p>
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||
</li>
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||
</ul>
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||
<p>This telemetry event includes the following information:</p>
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<ul>
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<li class=""><strong>Email</strong>: The registered email address, which helps track user registrations and facilitate an understanding of the Langflow Desktop user base.</li>
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<li class=""><strong>ClientType</strong>: Indicates the client type, which can be "desktop" or "oss".</li>
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</ul>
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<p>If telemetry is disabled with the <code>DO_NOT_TRACK</code> environment variable in Langflow Desktop, you are still prompted to enter your email address, but the email address is stored in your local Langflow database only.</p>
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<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="playground">Playground<a href="#playground" class="hash-link" aria-label="Direct link to Playground" title="Direct link to Playground" translate="no"></a></h3>
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<p>This telemetry event monitors performance and usage patterns in the <strong>Playground</strong> environment.</p>
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||
<ul>
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||
<li class=""><strong>Seconds</strong>: Duration in seconds for <strong>Playground</strong> execution, offering insights into performance during testing or experimental stages.</li>
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<li class=""><strong>ComponentCount</strong>: Number of components used in the <strong>Playground</strong>, which helps understand complexity and usage patterns.</li>
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||
<li class=""><strong>Success</strong>: Success status of the <strong>Playground</strong> operation, aiding in identifying the stability of experimental features.</li>
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||
</ul>
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<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="component">Component<a href="#component" class="hash-link" aria-label="Direct link to Component" title="Direct link to Component" translate="no"></a></h3>
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<p>This telemetry event is sent for each component execution.</p>
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<ul>
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||
<li class=""><strong>Name</strong>: Identifies the component, providing data on which components are most utilized or prone to issues.</li>
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<li class=""><strong>Seconds</strong>: Time taken by the component to execute, offering performance metrics.</li>
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<li class=""><strong>Success</strong>: Whether the component operated successfully, which helps in quality control.</li>
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||
<li class=""><strong>ErrorMessage</strong>: Details of any errors encountered, crucial for debugging and improvement.</li>
|
||
</ul>
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<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="exception">Exception<a href="#exception" class="hash-link" aria-label="Direct link to Exception" title="Direct link to Exception" translate="no"></a></h3>
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||
<p>This telemetry event is sent when an unhandled exception is captured by Langflow's lifecycle or global exception handler.</p>
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<ul>
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<li class=""><strong>Type</strong>: The exception class name, such as <code>ValueError</code>.</li>
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<li class=""><strong>Message</strong>: The exception message that was raised.</li>
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<li class=""><strong>Context</strong>: Additional contextual information related to where the exception occurred, such as route, component, or operation details, when available.</li>
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<li class=""><strong>StackTraceHash</strong>: A hash of the stack trace used to group similar exceptions for easier analysis.</li>
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</ul>
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<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="deployment-provider">Deployment provider<a href="#deployment-provider" class="hash-link" aria-label="Direct link to Deployment provider" title="Direct link to Deployment provider" translate="no"></a></h3>
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||
<p>This telemetry event is sent for various lifecycle operations on deployment provider accounts, such as create, delete, and update.</p>
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||
<ul>
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||
<li class=""><strong>DeploymentAction</strong>: The specific action performed, such as <code>provider.create</code> or <code>provider.delete</code>.</li>
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||
<li class=""><strong>DeploymentProvider</strong>: The deployment provider used, such as <code>watsonx-orchestrate</code>.</li>
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||
<li class=""><strong>DeploymentSeconds</strong>: Duration in seconds for the operation, providing performance insights.</li>
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||
<li class=""><strong>DeploymentSuccess</strong>: Boolean value indicating whether the operation was successful.</li>
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||
<li class=""><strong>DeploymentErrorMessage</strong>: Error message details if the operation was unsuccessful.</li>
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||
<li class=""><strong>WxoTenantId</strong>: A unique identifier for the tenant, populated only for <code>watsonx-orchestrate</code> deployments, used to understand multi-tenant usage patterns without collecting personal information.</li>
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||
</ul>
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||
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="deployment">Deployment<a href="#deployment" class="hash-link" aria-label="Direct link to Deployment" title="Direct link to Deployment" translate="no"></a></h3>
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||
<p>This telemetry event is sent for various lifecycle operations on deployment resources, such as create, delete, and update.</p>
|
||
<ul>
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||
<li class=""><strong>DeploymentAction</strong>: The specific action performed, such as <code>deployment.create</code>.</li>
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||
<li class=""><strong>DeploymentProvider</strong>: The deployment provider used, such as <code>watsonx-orchestrate</code>.</li>
|
||
<li class=""><strong>DeploymentSeconds</strong>: Duration in seconds for the operation, providing performance insights.</li>
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||
<li class=""><strong>DeploymentSuccess</strong>: Boolean value indicating whether the operation was successful.</li>
|
||
<li class=""><strong>DeploymentErrorMessage</strong>: Error message details if the operation was unsuccessful.</li>
|
||
<li class=""><strong>WxoTenantId</strong>: A unique identifier for the tenant, populated only for <code>watsonx-orchestrate</code> deployments, used to understand multi-tenant usage patterns without collecting personal information.</li>
|
||
</ul></div></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/integrations-instana-traceloop"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Traceloop</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/data-types"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Use Langflow data types</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#privacy" class="table-of-contents__link toc-highlight">Privacy</a></li><li><a href="#opt-out-of-telemetry" class="table-of-contents__link toc-highlight">Opt out of telemetry</a></li><li><a href="#data-that-langflow-collects" class="table-of-contents__link toc-highlight">Data that Langflow collects</a><ul><li><a href="#run" class="table-of-contents__link toc-highlight">Run</a></li><li><a href="#shutdown" class="table-of-contents__link toc-highlight">Shutdown</a></li><li><a href="#version" class="table-of-contents__link toc-highlight">Version</a></li><li><a href="#email" class="table-of-contents__link toc-highlight">Email</a></li><li><a href="#playground" class="table-of-contents__link toc-highlight">Playground</a></li><li><a href="#component" class="table-of-contents__link toc-highlight">Component</a></li><li><a href="#exception" class="table-of-contents__link toc-highlight">Exception</a></li><li><a href="#deployment-provider" class="table-of-contents__link toc-highlight">Deployment provider</a></li><li><a href="#deployment" class="table-of-contents__link toc-highlight">Deployment</a></li></ul></li></ul></div></div></div></div></main></div></div></div><footer class="theme-layout-footer footer"><div class="container container-fluid"><div class="row footer__links"><div class="theme-layout-footer-column col footer__col"><div class="footer__title"></div><ul class="footer__items clean-list"><li class="footer__item"><div class="footer-links">
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