Digital Fingerprinting (DFP)

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RichTextBody"> <p>Every account, user, service, and machine has a digital fingerprint that represents the typical actions performed and not performed over a given period of time. Understanding every entity’s day-to-day, moment-by-moment work helps us identify anomalous behavior and uncover potential threats in the environment.</p> <p>To construct this digital fingerprint, we will be training unsupervised behavioral models at various granularities, including a generic model for all users in the organization along with fine-grained models for each user to monitor their behavior. These models are continuously updated and retrained over time, and alerts are triggered when deviations from normality occur for any user.</p> </div> </div> <div class="StepModule" data-module><span class="StepModule-anchor" id="training-sources"></span> <div class="StepModuleHeader"><h2 class="StepModuleHeader-title"><a class="StepModuleHeader-anchorLink" href="#training-sources" data-cms-ai="0">Training Sources</a></h2> <div class="StepModuleHeader-divider"></div></div> <div class="StepModule-body RichTextBody"> <p>The data we will want to use for the training and inference will be any sensitive system that the user interacts with, such as VPN, authentication and cloud services. The digital fingerprinting example (<code class="InlineCodeBlock"><span>examples/digital_fingerprinting/README.md</span></code>) included in Morpheus ingests logs from <a class="Link" href="https://docs.aws.amazon.com/cloudtrail/index.html" class="reference external" data-cms-ai="0" >AWS CloudTrail</a>, <a class="Link" href="https://docs.microsoft.com/en-us/azure/active-directory/reports-monitoring/concept-sign-ins" class="reference external" data-cms-ai="0" >Azure Active Directory</a>, and <a class="Link" href="https://duo.com/docs/adminapi#authentication-logs" class="reference external" data-cms-ai="0" >Duo Authentication</a>.</p> <p>The location of these logs could be either local to the machine running Morpheus, a shared file system like NFS, or on a remote store such as <a class="Link" href="https://aws.amazon.com/s3/" class="reference external" data-cms-ai="0" >Amazon S3</a>.</p> <h3 id="defining-a-new-data-source"> <a href="#defining-a-new-data-source" data-cms-ai="0">Defining a New Data Source</a> </h3> <p>Additional data sources and remote stores can easily be added using the Morpheus API. The key to applying DFP to a new data source is through the process of feature selection. Any data source can be fed into DFP after some preprocessing to get a feature vector per log/data point. In order to build a targeted model for each entity (user/service/machine… and so on), the chosen data source needs a field that uniquely identifies the entity we’re trying to model.</p> <p>Adding a new source for the DFP pipeline requires defining five critical pieces:</p> <ol class="arabic simple"> <li><p>The user_id column in the Morpheus config attribute <code class="InlineCodeBlock"><span>ae.userid_column_name</span></code>. This can be any column which uniquely identifies the user, account or service being fingerprinted. Examples of possible user_ids could be:</p> <ul class="simple"> <li class="has-marker"><p>A username or fullname (for example, “johndoe” or “Jane Doe”)</p></li> <li class="has-marker"><p>User’s LDAP ID number</p></li> <li class="has-marker"><p>A user group (for example, “sales” or “engineering”)</p></li> <li class="has-marker"><p>Hostname of a machine on the network</p></li> <li class="has-marker"><p>IP address of a client</p></li> <li class="has-marker"><p>Name of a service (for example, “DNS”, “Customer DB”, or “SMTP”)</p></li> </ul> </li> <li><p>The timestamp column in the Morpheus config attribute <code class="InlineCodeBlock"><span>ae.timestamp_column_name</span></code> and ensure it is converted to a datetime column refer to <code class="InlineCodeBlock"><span><a class="Link" href="6_digital_fingerprinting_reference.html#date-time-column-datetimecolumn" data-cms-ai="0" >DateTimeColumn</a></span></code>.</p></li> <li><p>The model’s features as a list of strings in the Morpheus config attribute <code class="InlineCodeBlock"><span>ae.feature_columns</span></code> which should all be available to the pipeline after the <code class="InlineCodeBlock"><span><a class="Link" href="6_digital_fingerprinting_reference.html#preprocessing-stage-dfppreprocessingstage" data-cms-ai="0" >DFPPreprocessingStage</a></span></code>.</p></li> <li><p>A <code class="InlineCodeBlock"><span><a class="Link" href="6_digital_fingerprinting_reference.html#dataframe-input-schema-dataframeinputschema" data-cms-ai="0" >DataFrameInputSchema</a></span></code> for the <code class="InlineCodeBlock"><span><a class="Link" href="6_digital_fingerprinting_reference.html#file-to-dataframe-stage-dfpfiletodataframestage" data-cms-ai="0" >DFPFileToDataFrameStage</a></span></code> stage.</p></li> <li><p>A <code class="InlineCodeBlock"><span><a class="Link" href="6_digital_fingerprinting_reference.html#dataframe-input-schema-dataframeinputschema" data-cms-ai="0" >DataFrameInputSchema</a></span></code> for the <code class="InlineCodeBlock"><span><a class="Link" href="6_digital_fingerprinting_reference.html#preprocessing-stage-dfppreprocessingstage" data-cms-ai="0" >DFPPreprocessingStage</a></span></code>.</p></li> </ol> </div> </div> <div class="StepModule" data-module><span class="StepModule-anchor" id="dfp-examples"></span> <div class="StepModuleHeader"><h2 class="StepModuleHeader-title"><a class="StepModuleHeader-anchorLink" href="#dfp-examples" data-cms-ai="0">DFP Examples</a></h2> <div class="StepModuleHeader-divider"></div></div> <div class="StepModule-body RichTextBody"> <p>The DFP workflow is provided as two separate examples: a simple, “starter” pipeline for new users and a complex, “production” pipeline for full scale deployments. While these two examples both perform the same general tasks, they do so in very different ways. The following is a breakdown of the differences between the two examples.</p> <h3 id="the-starter-example"> <a href="#the-starter-example" data-cms-ai="0">The “Starter” Example</a> </h3> <p>This example is designed to simplify the number of stages and components and provide a fully contained workflow in a single pipeline.</p> <p>Key Differences:</p> <ul class="simple"> <li class="has-marker"><p>A single pipeline which performs both training and inference</p></li> <li class="has-marker"><p>Requires no external services</p></li> <li class="has-marker"><p>Can be run from the Morpheus CLI</p></li> </ul> <p>This example is described in more detail in <code class="InlineCodeBlock"><span>examples/digital_fingerprinting/starter/README.md</span></code>.</p> <h3 id="the-production-example"> <a href="#the-production-example" data-cms-ai="0">The “Production” Example</a> </h3> <p>This example is designed to illustrate a full-scale, production-ready, DFP deployment in Morpheus. It contains all of the necessary components (such as a model store), to allow multiple Morpheus pipelines to communicate at a scale that can handle the workload of an entire company.</p> <p>Key Differences:</p> <ul class="simple"> <li class="has-marker"><p>Multiple pipelines are specialized to perform either training or inference</p></li> <li class="has-marker"><p>Requires setting up a model store to allow the training and inference pipelines to communicate</p></li> <li class="has-marker"><p>Organized into a docker-compose deployment for easy startup</p></li> <li class="has-marker"><p>Contains a Jupyter notebook service to ease development and debugging</p></li> <li class="has-marker"><p>Can be deployed to Kubernetes using provided Helm charts</p></li> <li class="has-marker"><p>Uses many customized stages to maximize performance.</p></li> </ul> <p>This example is described in <code class="InlineCodeBlock"><span>examples/digital_fingerprinting/production/README.md</span></code> as well as the rest of this document.</p> <h3 id="dfp-features"> <a href="#dfp-features" data-cms-ai="0">DFP Features</a> </h3> <h4 id="aws-cloudtrail"> <a href="#aws-cloudtrail" data-cms-ai="0">AWS CloudTrail</a> </h4> <table> <tbody> <tr> <th class="head"><p>Feature</p></th> <th class="head"><p>Description</p></th> </tr> <tr class="row-even"><td>userIdentityaccessKeyId</td> <td>for example, ACPOSBUM5JG5BOW7B2TR, ABTHWOIIC0L5POZJM2FF, AYI2CM8JC3NCFM4VMMB4</td> </tr> <tr class="row-odd"><td>userAgent</td> <td>for example, Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 10.0; Trident/5.1), Mozilla/5.0 (Linux; Android 4.3.1) AppleWebKit/536.1 (KHTML, like Gecko) Chrome/62.0.822.0 Safari/536.1, Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10 7_0; rv:1.9.4.20) Gecko/2012-06-10 12:09:43 Firefox/3.8</td> </tr> <tr class="row-even"><td>userIdentitysessionContextsessionIssueruserName</td> <td>for example, role-g</td> </tr> <tr class="row-odd"><td>sourceIPAddress</td> <td>for example, 208.49.113.40, 123.79.131.26, 128.170.173.123</td> </tr> <tr class="row-even"><td>userIdentityaccountId</td> <td>for example, Account-123456789</td> </tr> <tr class="row-odd"><td>errorMessage</td> <td>for example, The input fails to satisfy the constraints specified by an AWS service., The specified subnet cannot be found in the VPN with which the Client VPN endpoint is associated., Your account is currently blocked. Contact aws-verification@amazon.com if you have questions.</td> </tr> <tr class="row-even"><td>userIdentitytype</td> <td>for example, FederatedUser</td> </tr> <tr class="row-odd"><td>eventName</td> <td>for example, GetSendQuota, ListTagsForResource, DescribeManagedPrefixLists</td> </tr> <tr class="row-even"><td>userIdentityprincipalId</td> <td>for example, 39c71b3a-ad54-4c28-916b-3da010b92564, 0baf594e-28c1-46cf-b261-f60b4c4790d1, 7f8a985f-df3b-4c5c-92c0-e8bffd68abbf</td> </tr> <tr class="row-odd"><td>errorCode</td> <td>for example, success, MissingAction, ValidationError</td> </tr> <tr class="row-even"><td>eventSource</td> <td>for example, lopez-byrd.info, robinson.com, lin.com</td> </tr> <tr class="row-odd"><td>userIdentityarn</td> <td>for example, arn:aws:4a40df8e-c56a-4e6c-acff-f24eebbc4512, arn:aws:573fd2d9-4345-487a-9673-87de888e4e10, arn:aws:c8c23266-13bb-4d89-bce9-a6eef8989214</td> </tr> <tr class="row-even"><td>apiVersion</td> <td>for example, 1984-11-26, 1990-05-27, 2001-06-09</td> </tr> </tbody> </table> <h4 id="azure-active-directory"> <a href="#azure-active-directory" data-cms-ai="0">Azure Active Directory</a> </h4> <table> <tbody> <tr> <th class="head"><p>Feature</p></th> <th class="head"><p>Description</p></th> </tr> <tr class="row-even"><td>appDisplayName</td> <td>for example, Windows sign in, MS Teams, Office 365</td> </tr> <tr class="row-odd"><td>clientAppUsed</td> <td>for example, IMAP4, Browser</td> </tr> <tr class="row-even"><td>deviceDetail.displayName</td> <td>for example, username-LT</td> </tr> <tr class="row-odd"><td>deviceDetail.browser</td> <td>for example, EDGE 98.0.xyz, Chrome 98.0.xyz</td> </tr> <tr class="row-even"><td>deviceDetail.operatingSystem</td> <td>for example, Linux, IOS 15, Windows 10</td> </tr> <tr class="row-odd"><td>statusfailureReason</td> <td>for example, external security challenge not satisfied, error validating credentials</td> </tr> <tr class="row-even"><td>riskEventTypesv2</td> <td>AzureADThreatIntel, unfamiliarFeatures</td> </tr> <tr class="row-odd"><td>location.countryOrRegion</td> <td>country or region name</td> </tr> <tr class="row-even"><td>location.city</td> <td>city name</td> </tr> </tbody> </table> <h5 id="derived-features"> <a href="#derived-features" data-cms-ai="0">Derived Features</a> </h5> <table> <tbody> <tr> <th class="head"><p>Feature</p></th> <th class="head"><p>Description</p></th> </tr> <tr class="row-even"><td>logcount</td> <td>tracks the number of logs generated by a user within that day (increments with every log)</td> </tr> <tr class="row-odd"><td>locincrement</td> <td>increments every time we observe a new city (location.city) in a user’s logs within that day</td> </tr> <tr class="row-even"><td>appincrement</td> <td>increments every time we observe a new app (appDisplayName) in a user’s logs within that day</td> </tr> </tbody> </table> <h4 id="duo-authentication"> <a href="#duo-authentication" data-cms-ai="0">Duo Authentication</a> </h4> <table> <tbody> <tr> <th class="head"><p>Feature</p></th> <th class="head"><p>Description</p></th> </tr> <tr class="row-even"><td>auth_device.name</td> <td>phone number</td> </tr> <tr class="row-odd"><td>access_device.browser</td> <td>for example, Edge, Chrome, Chrome Mobile</td> </tr> <tr class="row-even"><td>access_device.os</td> <td>for example, Android, Windows</td> </tr> <tr class="row-odd"><td>result</td> <td>SUCCESS or FAILURE </td> </tr> <tr class="row-even"><td>reason</td> <td>reason for the results, for example, User Cancelled, User Approved, User Mistake, No Response</td> </tr> <tr class="row-odd"><td>access_device.location.city</td> <td>city name</td> </tr> </tbody> </table> <h5 id="id1"> <a href="#id1" data-cms-ai="0">Derived Features</a> </h5> <table> <tbody> <tr> <th class="head"><p>Feature</p></th> <th class="head"><p>Description</p></th> </tr> <tr class="row-even"><td>logcount</td> <td>tracks the number of logs generated by a user within that day (increments with every log)</td> </tr> <tr class="row-odd"><td>locincrement</td> <td>increments every time we observe a new city (location.city) in a user’s logs within that day</td> </tr> </tbody> </table> </div> </div> <div class="StepModule" data-module><span class="StepModule-anchor" id="high-level-architecture"></span> <div class="StepModuleHeader"><h2 class="StepModuleHeader-title"><a class="StepModuleHeader-anchorLink" href="#high-level-architecture" data-cms-ai="0">High Level Architecture</a></h2> <div class="StepModuleHeader-divider"></div></div> <div class="StepModule-body RichTextBody"> <p>DFP in Morpheus is accomplished via two independent pipelines: training and inference. The pipelines communicate via a shared model store (<a class="Link" href="https://mlflow.org/" class="reference external" data-cms-ai="0" >MLflow</a>), and both share many common components, as Morpheus is composed of reusable stages that can be easily mixed and matched.</p> <div class="Enhancement" data-align-left > <div class="Enhancement-item"> <figure class="Figure"> <picture> <source type="image/webp" width="1440" height="1379" srcset="https://docscontent.nvidia.com/dims4/default/ce24386/2147483647/strip/true/crop/2374x2274+0+0/resize/1440x1379!/format/webp/quality/90/?url=https%3A%2F%2Fk3-prod-nvidia-docs.s3.us-west-2.amazonaws.com%2Fbrightspot%2Fsphinx%2F00000190-93b7-d13d-afd8-bfff1c990000%2Fmorpheus%2F_images%2Fdfp_high_level_arch.png 1x,https://docscontent.nvidia.com/dims4/default/4628505/2147483647/strip/true/crop/2374x2274+0+0/resize/2880x2758!/format/webp/quality/90/?url=https%3A%2F%2Fk3-prod-nvidia-docs.s3.us-west-2.amazonaws.com%2Fbrightspot%2Fsphinx%2F00000190-93b7-d13d-afd8-bfff1c990000%2Fmorpheus%2F_images%2Fdfp_high_level_arch.png 2x"> <source type="image/png" width="1440" height="1379" srcset="https://docscontent.nvidia.com/dims4/default/7577d2b/2147483647/strip/true/crop/2374x2274+0+0/resize/1440x1379!/quality/90/?url=https%3A%2F%2Fk3-prod-nvidia-docs.s3.us-west-2.amazonaws.com%2Fbrightspot%2Fsphinx%2F00000190-93b7-d13d-afd8-bfff1c990000%2Fmorpheus%2F_images%2Fdfp_high_level_arch.png"> <img class="Image" alt="dfp_high_level_arch.png" srcset="https://docscontent.nvidia.com/dims4/default/7577d2b/2147483647/strip/true/crop/2374x2274+0+0/resize/1440x1379!/quality/90/?url=https%3A%2F%2Fk3-prod-nvidia-docs.s3.us-west-2.amazonaws.com%2Fbrightspot%2Fsphinx%2F00000190-93b7-d13d-afd8-bfff1c990000%2Fmorpheus%2F_images%2Fdfp_high_level_arch.png 1x,https://docscontent.nvidia.com/dims4/default/d194390/2147483647/strip/true/crop/2374x2274+0+0/resize/2880x2758!/quality/90/?url=https%3A%2F%2Fk3-prod-nvidia-docs.s3.us-west-2.amazonaws.com%2Fbrightspot%2Fsphinx%2F00000190-93b7-d13d-afd8-bfff1c990000%2Fmorpheus%2F_images%2Fdfp_high_level_arch.png 2x" width="1440" height="1379" src="https://docscontent.nvidia.com/dims4/default/7577d2b/2147483647/strip/true/crop/2374x2274+0+0/resize/1440x1379!/quality/90/?url=https%3A%2F%2Fk3-prod-nvidia-docs.s3.us-west-2.amazonaws.com%2Fbrightspot%2Fsphinx%2F00000190-93b7-d13d-afd8-bfff1c990000%2Fmorpheus%2F_images%2Fdfp_high_level_arch.png" loading="lazy"> </picture> </figure> </div> </div><p></p> <h3 id="training-pipeline"> <a href="#training-pipeline" data-cms-ai="0">Training Pipeline</a> </h3> <ul class="simple"> <li class="has-marker"><p>Trains user models and uploads to the model store</p></li> <li class="has-marker"><p>Capable of training individual user models or a fallback generic model for all users</p></li> </ul> <h3 id="inference-pipeline"> <a href="#inference-pipeline" data-cms-ai="0">Inference Pipeline</a> </h3> <ul class="simple"> <li class="has-marker"><p>Downloads user models from the model store</p></li> <li class="has-marker"><p>Generates anomaly scores per log</p></li> <li class="has-marker"><p>Sends detected anomalies to monitoring services</p></li> </ul> <h3 id="monitoring"> <a href="#monitoring" data-cms-ai="0">Monitoring</a> </h3> <ul class="simple"> <li class="has-marker"><p>Detected anomalies are published to an S3 bucket, directory or a Kafka topic.</p></li> <li class="has-marker"><p>Output can be integrated with a monitoring tool.</p></li> </ul> </div> </div> <div class="StepModule" data-module><span class="StepModule-anchor" id="runtime-environment-setup"></span> <div class="StepModuleHeader"><h2 class="StepModuleHeader-title"><a class="StepModuleHeader-anchorLink" href="#runtime-environment-setup" data-cms-ai="0">Runtime Environment Setup</a></h2> <div class="StepModuleHeader-divider"></div></div> <div class="StepModule-body RichTextBody"> <div class="Enhancement" data-align-left > <div class="Enhancement-item"> <figure class="Figure"> <picture> <source type="image/webp" width="1440" height="1379" srcset="https://docscontent.nvidia.com/dims4/default/b586efa/2147483647/strip/true/crop/2438x2334+0+0/resize/1440x1379!/format/webp/quality/90/?url=https%3A%2F%2Fk3-prod-nvidia-docs.s3.us-west-2.amazonaws.com%2Fbrightspot%2Fsphinx%2F00000190-93b7-d13d-afd8-bfff1c990000%2Fmorpheus%2F_images%2Fdfp_runtime_env.png 1x,https://docscontent.nvidia.com/dims4/default/434d79a/2147483647/strip/true/crop/2438x2334+0+0/resize/2880x2758!/format/webp/quality/90/?url=https%3A%2F%2Fk3-prod-nvidia-docs.s3.us-west-2.amazonaws.com%2Fbrightspot%2Fsphinx%2F00000190-93b7-d13d-afd8-bfff1c990000%2Fmorpheus%2F_images%2Fdfp_runtime_env.png 2x"> <source type="image/png" width="1440" height="1379" srcset="https://docscontent.nvidia.com/dims4/default/1207acd/2147483647/strip/true/crop/2438x2334+0+0/resize/1440x1379!/quality/90/?url=https%3A%2F%2Fk3-prod-nvidia-docs.s3.us-west-2.amazonaws.com%2Fbrightspot%2Fsphinx%2F00000190-93b7-d13d-afd8-bfff1c990000%2Fmorpheus%2F_images%2Fdfp_runtime_env.png"> <img class="Image" alt="dfp_runtime_env.png" srcset="https://docscontent.nvidia.com/dims4/default/1207acd/2147483647/strip/true/crop/2438x2334+0+0/resize/1440x1379!/quality/90/?url=https%3A%2F%2Fk3-prod-nvidia-docs.s3.us-west-2.amazonaws.com%2Fbrightspot%2Fsphinx%2F00000190-93b7-d13d-afd8-bfff1c990000%2Fmorpheus%2F_images%2Fdfp_runtime_env.png 1x,https://docscontent.nvidia.com/dims4/default/2f7bb0c/2147483647/strip/true/crop/2438x2334+0+0/resize/2880x2758!/quality/90/?url=https%3A%2F%2Fk3-prod-nvidia-docs.s3.us-west-2.amazonaws.com%2Fbrightspot%2Fsphinx%2F00000190-93b7-d13d-afd8-bfff1c990000%2Fmorpheus%2F_images%2Fdfp_runtime_env.png 2x" width="1440" height="1379" src="https://docscontent.nvidia.com/dims4/default/1207acd/2147483647/strip/true/crop/2438x2334+0+0/resize/1440x1379!/quality/90/?url=https%3A%2F%2Fk3-prod-nvidia-docs.s3.us-west-2.amazonaws.com%2Fbrightspot%2Fsphinx%2F00000190-93b7-d13d-afd8-bfff1c990000%2Fmorpheus%2F_images%2Fdfp_runtime_env.png" loading="lazy"> </picture> </figure> </div> </div><p></p> <p>DFP in Morpheus is built as an application of containerized services and can be run in two ways:</p> <ol class="arabic simple"> <li><p>Using docker-compose for testing and development</p></li> <li><p>Using helm charts for production Kubernetes deployment</p></li> </ol> <h3 id="services"> <a href="#services" data-cms-ai="0">Services</a> </h3> <p>The reference architecture is composed of the following services:</p> <table> <tbody> <tr> <th class="head"><p>Service</p></th> <th class="head"><p>Description</p></th> </tr> <tr class="row-even"><td>mlflow</td> <td><a class="Link" href="https://mlflow.org/" class="reference external" data-cms-ai="0" >MLflow</a> provides a versioned model store</td> </tr> <tr class="row-odd"><td>jupyter</td> <td><a class="Link" href="https://jupyter-notebook.readthedocs.io/en/stable/public_server.html" class="reference external" data-cms-ai="0" >Jupyter Server</a> necessary for testing and development of the pipelines</td> </tr> <tr class="row-even"><td>morpheus_pipeline</td> <td>Used for executing both training and inference pipelines</td> </tr> </tbody> </table> <h3 id="running-via-docker-compose"> <a href="#running-via-docker-compose" data-cms-ai="0">Running via </a> <a href="#running-via-docker-compose" data-cms-ai="0"><code class="InlineCodeBlock"><span>docker-compose</span></code></a> </h3> <h4 id="system-requirements"> <a href="#system-requirements" data-cms-ai="0">System requirements</a> </h4> <ul class="simple"> <li class="has-marker"><p><a class="Link" href="https://docs.docker.com/get-docker/" class="reference external" data-cms-ai="0" >Docker</a> and <a class="Link" href="https://docs.docker.com/compose/" class="reference external" data-cms-ai="0" >docker-compose</a> installed on the host machine</p></li> <li class="has-marker"><p>Supported GPU with <a class="Link" href="https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#docker" class="reference external" data-cms-ai="0" >nvidia-docker runtime</a></p></li> </ul> <div class="indent"> <p><b>Note:</b> For GPU Requirements refer to <a class="Link" href="../../getting_started.html#requirements" class="reference internal" data-cms-ai="0" >getting_started</a></p><p> </p> </div> <h4 id="building-the-services"> <a href="#building-the-services" data-cms-ai="0">Building the services</a> </h4> <p>From the root of the Morpheus repo, run:</p><bsp-code-block class="CodeBlock" data-module="standard" data-language="application/x-sh" data-noAnnotations > <div class="CodeBlock-wrapper"> <div class="CodeBlock-copy"> <div class="CodeBlock-copy-message"> <div class="CodeBlock-copy-message-prompt">Copy</div> <div class="CodeBlock-copy-message-done">Copied!</div> </div> <div class="CodeBlock-copy-button"> <div class="CodeBlock-copy-icon"> <svg class="done"><use xlink:href="#check"></use></svg> </div> </div> </div> <pre id="play" class="language- " data-line=""> <div class="CodeBlock-lineNumbers"></div> <code><p>cd<span class="w"> </span>examples/digital_fingerprinting/production docker<span class="w"> </span>compose<span class="w"> </span>build</p></code> </pre> </div> </bsp-code-block> <p> </p> <div class="indent"> <p><b>Note:</b> This requires version 1.28.0 or higher of Docker Compose, and preferably v2. If you encounter an error similar to:</p><bsp-code-block class="CodeBlock" data-module="standard" data-language="" data-noAnnotations > <div class="CodeBlock-wrapper"> <div class="CodeBlock-copy"> <div class="CodeBlock-copy-message"> <div class="CodeBlock-copy-message-prompt">Copy</div> <div class="CodeBlock-copy-message-done">Copied!</div> </div> <div class="CodeBlock-copy-button"> <div class="CodeBlock-copy-icon"> <svg class="done"><use xlink:href="#check"></use></svg> </div> </div> </div> <pre id="play" class="language- " data-line=""> <div class="CodeBlock-lineNumbers"></div> <code><p><span class="n">ERROR</span><span class="p">:</span> <span class="n">The</span> <span class="n">Compose</span> <span class="n">file</span> './docker-compose.yml' is <span class="n">invalid</span> <span class="n">because</span><span class="p">:</span> <span class="n">services</span>.<span class="n">jupyter</span>.<span class="n">deploy</span>.<span class="n">resources</span>.<span class="n">reservations</span> <span class="n">value</span> <span class="n">Additional</span> <span class="n">properties</span> <span class="n">are</span> not <span class="n">allowed</span> <span class="p">(</span>'devices' <span class="n">was</span> <span class="n">unexpected</span><span class="p">)</span></p></code> </pre> </div> </bsp-code-block> <p> </p> <p>This is most likely due to using an older version of the <code class="InlineCodeBlock"><span>docker-compose</span></code> command, instead re-run the build with <code class="InlineCodeBlock"><span>docker compose</span></code>. Refer to <a class="Link" href="https://docs.docker.com/compose/migrate/" class="reference external" data-cms-ai="0" >Migrate to Compose V2</a> for more information.</p><p> </p> </div> <h4 id="downloading-the-example-datasets"> <a href="#downloading-the-example-datasets" data-cms-ai="0">Downloading the example datasets</a> </h4> <p>First, we will need to install <code class="InlineCodeBlock"><span>s3fs</span></code> and then run the <code class="InlineCodeBlock"><span>examples/digital_fingerprinting/fetch_example_data.py</span></code> script. This will download the example data into the <code class="InlineCodeBlock"><span>examples/data/dfp</span></code> dir.</p> <p>From the Morpheus repo, run:</p><bsp-code-block class="CodeBlock" data-module="standard" data-language="application/x-sh" data-noAnnotations > <div class="CodeBlock-wrapper"> <div class="CodeBlock-copy"> <div class="CodeBlock-copy-message"> <div class="CodeBlock-copy-message-prompt">Copy</div> <div class="CodeBlock-copy-message-done">Copied!</div> </div> <div class="CodeBlock-copy-button"> <div class="CodeBlock-copy-icon"> <svg class="done"><use xlink:href="#check"></use></svg> </div> </div> </div> <pre id="play" class="language- " data-line=""> <div class="CodeBlock-lineNumbers"></div> <code><p>pip<span class="w"> </span>install<span class="w"> </span>s3fs python<span class="w"> </span>examples/digital_fingerprinting/fetch_example_data.py<span class="w"> </span>all</p></code> </pre> </div> </bsp-code-block> <p> </p> <h4 id="running-the-services"> <a href="#running-the-services" data-cms-ai="0">Running the services</a> </h4> <h5 id="jupyter-server"> <a href="#jupyter-server" data-cms-ai="0">Jupyter Server</a> </h5> <p>From the <code class="InlineCodeBlock"><span>examples/digital_fingerprinting/production</span></code> dir run:</p><bsp-code-block class="CodeBlock" data-module="standard" data-language="application/x-sh" data-noAnnotations > <div class="CodeBlock-wrapper"> <div class="CodeBlock-copy"> <div class="CodeBlock-copy-message"> <div class="CodeBlock-copy-message-prompt">Copy</div> <div class="CodeBlock-copy-message-done">Copied!</div> </div> <div class="CodeBlock-copy-button"> <div class="CodeBlock-copy-icon"> <svg class="done"><use xlink:href="#check"></use></svg> </div> </div> </div> <pre id="play" class="language- " data-line=""> <div class="CodeBlock-lineNumbers"></div> <code><p>docker<span class="w"> </span>compose<span class="w"> </span>up<span class="w"> </span>jupyter</p></code> </pre> </div> </bsp-code-block> <p> </p> <p>Once the build is complete and the service has started, a message similar to the following should display:</p><bsp-code-block class="CodeBlock" data-module="standard" data-language="" data-noAnnotations > <div class="CodeBlock-wrapper"> <div class="CodeBlock-copy"> <div class="CodeBlock-copy-message"> <div class="CodeBlock-copy-message-prompt">Copy</div> <div class="CodeBlock-copy-message-done">Copied!</div> </div> <div class="CodeBlock-copy-button"> <div class="CodeBlock-copy-icon"> <svg class="done"><use xlink:href="#check"></use></svg> </div> </div> </div> <pre id="play" class="language- " data-line=""> <div class="CodeBlock-lineNumbers"></div> <code><p>jupyter | To access the server, open this file in a browser: jupyter | file:///root/.local/share/jupyter/runtime/jpserver-7-open.html jupyter | Or copy and paste one of these URLs: jupyter | http://localhost:8888/lab?token=<token> jupyter | or http://127.0.0.1:8888/lab?token=<token></p></code> </pre> </div> </bsp-code-block> <p> </p> <p>Copy and paste the URL into a web browser. There are four notebooks included with the DFP example:</p> <ul class="simple"> <li class="has-marker"><p>dfp_azure_training.ipynb - Training pipeline for Azure Active Directory data</p></li> <li class="has-marker"><p>dfp_azure_inference.ipynb - Inference pipeline for Azure Active Directory data</p></li> <li class="has-marker"><p>dfp_duo_training.ipynb - Training pipeline for Duo Authentication</p></li> <li class="has-marker"><p>dfp_duo_inference.ipynb - Inference pipeline for Duo Authentication</p></li> </ul> <div class="indent"> <p><b>Note:</b> The token in the URL is a one-time use token and a new one is generated with each invocation.</p><p> </p> </div> <h5 id="morpheus-pipeline"> <a href="#morpheus-pipeline" data-cms-ai="0">Morpheus Pipeline</a> </h5> <p>By default, the <code class="InlineCodeBlock"><span>morpheus_pipeline</span></code> will run the training pipeline for Duo data from the <code class="InlineCodeBlock"><span>examples/digital_fingerprinting/production</span></code> dir run:</p><bsp-code-block class="CodeBlock" data-module="standard" data-language="application/x-sh" data-noAnnotations > <div class="CodeBlock-wrapper"> <div class="CodeBlock-copy"> <div class="CodeBlock-copy-message"> <div class="CodeBlock-copy-message-prompt">Copy</div> <div class="CodeBlock-copy-message-done">Copied!</div> </div> <div class="CodeBlock-copy-button"> <div class="CodeBlock-copy-icon"> <svg class="done"><use xlink:href="#check"></use></svg> </div> </div> </div> <pre id="play" class="language- " data-line=""> <div class="CodeBlock-lineNumbers"></div> <code><p>docker<span class="w"> </span>compose<span class="w"> </span>up<span class="w"> </span>morpheus_pipeline</p></code> </pre> </div> </bsp-code-block> <p> </p> <p>If instead you want to run a different pipeline from the <code class="InlineCodeBlock"><span>examples/digital_fingerprinting/production</span></code> dir, run:</p><bsp-code-block class="CodeBlock" data-module="standard" data-language="application/x-sh" data-noAnnotations > <div class="CodeBlock-wrapper"> <div class="CodeBlock-copy"> <div class="CodeBlock-copy-message"> <div class="CodeBlock-copy-message-prompt">Copy</div> <div class="CodeBlock-copy-message-done">Copied!</div> </div> <div class="CodeBlock-copy-button"> <div class="CodeBlock-copy-icon"> <svg class="done"><use xlink:href="#check"></use></svg> </div> </div> </div> <pre id="play" class="language- " data-line=""> <div class="CodeBlock-lineNumbers"></div> <code><p>docker<span class="w"> </span>compose<span class="w"> </span>run<span class="w"> </span>morpheus_pipeline<span class="w"> </span>bash</p></code> </pre> </div> </bsp-code-block> <p> </p> <p>From the prompt within the <code class="InlineCodeBlock"><span>morpheus_pipeline</span></code> container, you can run either the <code class="InlineCodeBlock"><span>dfp_azure_pipeline.py</span></code> or <code class="InlineCodeBlock"><span>dfp_duo_pipeline.py</span></code> pipeline scripts.</p><bsp-code-block class="CodeBlock" data-module="standard" data-language="application/x-sh" data-noAnnotations > <div class="CodeBlock-wrapper"> <div class="CodeBlock-copy"> <div class="CodeBlock-copy-message"> <div class="CodeBlock-copy-message-prompt">Copy</div> <div class="CodeBlock-copy-message-done">Copied!</div> </div> <div class="CodeBlock-copy-button"> <div class="CodeBlock-copy-icon"> <svg class="done"><use xlink:href="#check"></use></svg> </div> </div> </div> <pre id="play" class="language- " data-line=""> <div class="CodeBlock-lineNumbers"></div> <code><p>python<span class="w"> </span>dfp_azure_pipeline.py<span class="w"> </span>--help python<span class="w"> </span>dfp_duo_pipeline.py<span class="w"> </span>--help</p></code> </pre> </div> </bsp-code-block> <p> </p> <p>Both scripts are capable of running either a training or inference pipeline for their respective data sources. The command-line options for both are the same:</p> <table> <tbody> <tr> <th class="head"><p>Flag</p></th> <th class="head"><p>Type</p></th> <th class="head"><p>Description</p></th> </tr> <tr class="row-even"><td><code class="InlineCodeBlock"><span>--train_users</span></code></td> <td>One of: <code class="InlineCodeBlock"><span>all</span></code>, <code class="InlineCodeBlock"><span>generic</span></code>, <code class="InlineCodeBlock"><span>individual</span></code>, <code class="InlineCodeBlock"><span>none</span></code></td> <td>Indicates whether or not to train per user or a generic model for all users. Selecting <code class="InlineCodeBlock"><span>none</span></code> runs the inference pipeline.</td> </tr> <tr class="row-odd"><td><code class="InlineCodeBlock"><span>--skip_user</span></code></td> <td>TEXT</td> <td>User IDs to skip. Mutually exclusive with <code class="InlineCodeBlock"><span>only_user</span></code></td> </tr> <tr class="row-even"><td><code class="InlineCodeBlock"><span>--only_user</span></code></td> <td>TEXT</td> <td>Only users specified by this option will be included. Mutually exclusive with <code class="InlineCodeBlock"><span>skip_user</span></code></td> </tr> <tr class="row-odd"><td><code class="InlineCodeBlock"><span>--start_time</span></code></td> <td>TEXT</td> <td>The start of the time window, if undefined start_date will be <code class="InlineCodeBlock"><span>now()-duration</span></code></td> </tr> <tr class="row-even"><td><code class="InlineCodeBlock"><span>--duration</span></code></td> <td>TEXT</td> <td>The duration to run starting from <code class="InlineCodeBlock"><span>start_time</span></code> [default: 60d]</td> </tr> <tr class="row-odd"><td><code class="InlineCodeBlock"><span>--cache_dir</span></code></td> <td>TEXT</td> <td>The location to cache data such as S3 downloads and pre-processed data [env var: <code class="InlineCodeBlock"><span>DFP_CACHE_DIR</span></code>; default: <code class="InlineCodeBlock"><span>./.cache/dfp</span></code>]</td> </tr> <tr class="row-even"><td><code class="InlineCodeBlock"><span>--log_level</span></code></td> <td>One of: <code class="InlineCodeBlock"><span>CRITICAL</span></code>, <code class="InlineCodeBlock"><span>FATAL</span></code>, <code class="InlineCodeBlock"><span>ERROR</span></code>, <code class="InlineCodeBlock"><span>WARN</span></code>, <code class="InlineCodeBlock"><span>WARNING</span></code>, <code class="InlineCodeBlock"><span>INFO</span></code>, <code class="InlineCodeBlock"><span>DEBUG</span></code></td> <td>Specify the logging level to use. [default: <code class="InlineCodeBlock"><span>WARNING</span></code>]</td> </tr> <tr class="row-odd"><td><code class="InlineCodeBlock"><span>--sample_rate_s</span></code></td> <td>INTEGER</td> <td>Minimum time step, in milliseconds, between object logs. [env var: <code class="InlineCodeBlock"><span>DFP_SAMPLE_RATE_S</span></code>; default: 0]</td> </tr> <tr class="row-even"><td><code class="InlineCodeBlock"><span>-f</span></code>, <code class="InlineCodeBlock"><span>--input_file</span></code></td> <td>TEXT</td> <td>List of files to process. Can specify multiple arguments for multiple files. Also accepts glob (*) wildcards and schema prefixes such as <code class="InlineCodeBlock"><span>s3://</span></code>. For example, to make a local cache of an s3 bucket, use <code class="InlineCodeBlock"><span>filecache::s3://mybucket/*</span></code>. Refer to <a class="Link" href="https://filesystem-spec.readthedocs.io/en/latest/api.html?highlight=open_files#fsspec.open_files" class="reference external" data-cms-ai="0" >fsspec documentation</a> for list of possible options.</td> </tr> <tr class="row-odd"><td><code class="InlineCodeBlock"><span>--watch_inputs</span></code></td> <td>FLAG</td> <td>Instructs the pipeline to continuously check the paths specified by <code class="InlineCodeBlock"><span>--input_file</span></code> for new files. This assumes that the at least one paths contains a wildcard.</td> </tr> <tr class="row-even"><td><code class="InlineCodeBlock"><span>--watch_interval</span></code></td> <td>FLOAT</td> <td>Amount of time, in seconds, to wait between checks for new files. Only used if –watch_inputs is set. [default <code class="InlineCodeBlock"><span>1.0</span></code>]</td> </tr> <tr class="row-odd"><td><code class="InlineCodeBlock"><span>--tracking_uri</span></code></td> <td>TEXT</td> <td>The MLflow tracking URI to connect to the tracking backend. [default: <code class="InlineCodeBlock"><span>http://localhost:5000</span></code>]</td> </tr> <tr class="row-even"><td><code class="InlineCodeBlock"><span>--help</span></code></td> <td><p></p></td> <td>Show this message and exit.</td> </tr> </tbody> </table> <p>To run the DFP pipelines with the example datasets within the container, run:</p> <ul> <li class="has-marker"><p>Duo Training Pipeline</p><bsp-code-block class="CodeBlock" data-module="standard" data-language="application/x-sh" data-noAnnotations > <div class="CodeBlock-wrapper"> <div class="CodeBlock-copy"> <div class="CodeBlock-copy-message"> <div class="CodeBlock-copy-message-prompt">Copy</div> <div class="CodeBlock-copy-message-done">Copied!</div> </div> <div class="CodeBlock-copy-button"> <div class="CodeBlock-copy-icon"> <svg class="done"><use xlink:href="#check"></use></svg> </div> </div> </div> <pre id="play" class="language- " data-line=""> <div class="CodeBlock-lineNumbers"></div> <code><p>python<span class="w"> </span>dfp_duo_pipeline.py<span class="w"> </span>--train_users=all<span class="w"> </span>--start_time="2022-08-01"<span class="w"> </span>--input_file="/workspace/examples/data/dfp/duo-training-data/*.json"</p></code> </pre> </div> </bsp-code-block> <p> </p> </li> <li class="has-marker"><p>Duo Inference Pipeline</p><bsp-code-block class="CodeBlock" data-module="standard" data-language="application/x-sh" data-noAnnotations > <div class="CodeBlock-wrapper"> <div class="CodeBlock-copy"> <div class="CodeBlock-copy-message"> <div class="CodeBlock-copy-message-prompt">Copy</div> <div class="CodeBlock-copy-message-done">Copied!</div> </div> <div class="CodeBlock-copy-button"> <div class="CodeBlock-copy-icon"> <svg class="done"><use xlink:href="#check"></use></svg> </div> </div> </div> <pre id="play" class="language- " data-line=""> <div class="CodeBlock-lineNumbers"></div> <code><p>python<span class="w"> </span>dfp_duo_pipeline.py<span class="w"> </span>--train_users=none<span class="w"> </span>--start_time="2022-08-30"<span class="w"> </span>--input_file="/workspace/examples/data/dfp/duo-inference-data/*.json"</p></code> </pre> </div> </bsp-code-block> <p> </p> </li> <li class="has-marker"><p>Azure Training Pipeline</p><bsp-code-block class="CodeBlock" data-module="standard" data-language="application/x-sh" data-noAnnotations > <div class="CodeBlock-wrapper"> <div class="CodeBlock-copy"> <div class="CodeBlock-copy-message"> <div class="CodeBlock-copy-message-prompt">Copy</div> <div class="CodeBlock-copy-message-done">Copied!</div> </div> <div class="CodeBlock-copy-button"> <div class="CodeBlock-copy-icon"> <svg class="done"><use xlink:href="#check"></use></svg> </div> </div> </div> <pre id="play" class="language- " data-line=""> <div class="CodeBlock-lineNumbers"></div> <code><p>python<span class="w"> </span>dfp_azure_pipeline.py<span class="w"> </span>--train_users=all<span class="w"> </span>--start_time="2022-08-01"<span class="w"> </span>--input_file="/workspace/examples/data/dfp/azure-training-data/*.json"</p></code> </pre> </div> </bsp-code-block> <p> </p> </li> <li class="has-marker"><p>Azure Inference Pipeline</p><bsp-code-block class="CodeBlock" data-module="standard" data-language="application/x-sh" data-noAnnotations > <div class="CodeBlock-wrapper"> <div class="CodeBlock-copy"> <div class="CodeBlock-copy-message"> <div class="CodeBlock-copy-message-prompt">Copy</div> <div class="CodeBlock-copy-message-done">Copied!</div> </div> <div class="CodeBlock-copy-button"> <div class="CodeBlock-copy-icon"> <svg class="done"><use xlink:href="#check"></use></svg> </div> </div> </div> <pre id="play" class="language- " data-line=""> <div class="CodeBlock-lineNumbers"></div> <code><p>python<span class="w"> </span>dfp_azure_pipeline.py<span class="w"> </span>--train_users=none<span class="w"> </span>--start_time="2022-08-30"<span class="w"> </span>--input_file="/workspace/examples/data/dfp/azure-inference-data/*.json"</p></code> </pre> </div> </bsp-code-block> <p> </p> </li> </ul> <h5 id="output-fields"> <a href="#output-fields" data-cms-ai="0">Output Fields</a> </h5> <p>The output files will contain those logs from the input dataset for which an anomaly was detected; this is determined by the z-score in the <code class="InlineCodeBlock"><span>mean_abs_z</span></code> field. By default, any logs with a z-score of 2.0 or higher are considered anomalous. Refer to <code class="InlineCodeBlock"><span><a class="Link" href="6_digital_fingerprinting_reference.html#post-processing-stage-dfppostprocessingstage" data-cms-ai="0" >DFPPostprocessingStage</a></span></code>.</p> <p>Most of the fields in the output files generated by running the above examples are input fields or derived from input fields. The additional output fields are:</p> <table> <tbody> <tr> <th class="head"><p>Field</p></th> <th class="head"><p>Type</p></th> <th class="head"><p>Description</p></th> </tr> <tr class="row-even"><td>event_time</td> <td>TEXT</td> <td>ISO 8601 formatted date string, the time the anomaly was detected by Morpheus</td> </tr> <tr class="row-odd"><td>model_version</td> <td>TEXT</td> <td>Name and version of the model used to performed the inference, in the form of <code class="InlineCodeBlock"><span><model name>:<version></span></code></td> </tr> <tr class="row-even"><td>max_abs_z</td> <td>FLOAT</td> <td>Max z-score across all features</td> </tr> <tr class="row-odd"><td>mean_abs_z</td> <td>FLOAT</td> <td>Average z-score across all features</td> </tr> </tbody> </table> <p>In addition to this, for each input feature the following output fields will exist:</p> <table> <tbody> <tr> <th class="head"><p>Field</p></th> <th class="head"><p>Type</p></th> <th class="head"><p>Description</p></th> </tr> <tr class="row-even"><td><code class="InlineCodeBlock"><span><feature name>_loss</span></code></td> <td>FLOAT</td> <td>The loss</td> </tr> <tr class="row-odd"><td><code class="InlineCodeBlock"><span><feature name>_z_loss</span></code></td> <td>FLOAT</td> <td>The loss z-score</td> </tr> <tr class="row-even"><td><code class="InlineCodeBlock"><span><feature name>_pred</span></code></td> <td>FLOAT</td> <td>The predicted value</td> </tr> </tbody> </table> <p>Refer to <a class="Link" href="6_digital_fingerprinting_reference.html#inference-stage-dfpinferencestage" class="reference internal" data-cms-ai="0" >DFPInferenceStage</a> for more on these fields.</p> <h5 id="optional-mlflow-service"> <a href="#optional-mlflow-service" data-cms-ai="0">Optional MLflow Service</a> </h5> <p>Starting the <code class="InlineCodeBlock"><span>morpheus_pipeline</span></code> or the <code class="InlineCodeBlock"><span>jupyter</span></code> service, will start the <code class="InlineCodeBlock"><span>mlflow</span></code> service in the background. For debugging purposes, it can be helpful to view the logs of the running MLflow service.</p> <p>From the <code class="InlineCodeBlock"><span>examples/digital_fingerprinting/production</span></code> dir, run:</p><bsp-code-block class="CodeBlock" data-module="standard" data-language="application/x-sh" data-noAnnotations > <div class="CodeBlock-wrapper"> <div class="CodeBlock-copy"> <div class="CodeBlock-copy-message"> <div class="CodeBlock-copy-message-prompt">Copy</div> <div class="CodeBlock-copy-message-done">Copied!</div> </div> <div class="CodeBlock-copy-button"> <div class="CodeBlock-copy-icon"> <svg class="done"><use xlink:href="#check"></use></svg> </div> </div> </div> <pre id="play" class="language- " data-line=""> <div class="CodeBlock-lineNumbers"></div> <code><p>docker<span class="w"> </span>compose<span class="w"> </span>up<span class="w"> </span>mlflow</p></code> </pre> </div> </bsp-code-block> <p> </p> <h3 id="running-via-kubernetes"> <a href="#running-via-kubernetes" data-cms-ai="0">Running via Kubernetes</a> </h3> <h4 id="id2"> <a href="#id2" data-cms-ai="0">System requirements</a> </h4> <ul class="simple"> <li class="has-marker"><p><a class="Link" href="https://kubernetes.io/" class="reference external" data-cms-ai="0" >Kubernetes</a> cluster configured with GPU resources</p></li> <li class="has-marker"><p><a class="Link" href="https://catalog.ngc.nvidia.com/orgs/nvidia/containers/gpu-operator" class="reference external" data-cms-ai="0" >NVIDIA GPU Operator</a> installed in the cluster</p></li> </ul> <div class="indent"> <p><b>Note:</b> For GPU Requirements refer to <a class="Link" href="../../getting_started.html#requirements" class="reference internal" data-cms-ai="0" >getting_started</a></p><p> </p> </div> </div> </div> <div class="StepModule" data-module><span class="StepModule-anchor" id="customizing-dfp"></span> <div class="StepModuleHeader"><h2 class="StepModuleHeader-title"><a class="StepModuleHeader-anchorLink" href="#customizing-dfp" data-cms-ai="0">Customizing DFP</a></h2> <div class="StepModuleHeader-divider"></div></div> <div class="StepModule-body RichTextBody"> <p>For details on customizing the DFP pipeline refer to <a class="Link" href="6_digital_fingerprinting_reference.html" class="reference internal" data-cms-ai="0" >Digital Fingerprinting (DFP) Reference</a>.</p> </div> </div> </main> </bsp-book-content> </div> <bsp-chapter-nav class="chapter-nav"> <a class="chapter-nav-prev" href="4_source_cpp_stage.html" data-cms-ai="0"> <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24"><path fill="#74b900" d="m14 18l-6-6l6-6l1.4 1.4l-4.6 4.6l4.6 4.6L14 18Z"/></svg> <div class="chapter-nav-info"> <span class="chapter-nav-btn-text">Previous</span> <span class="chapter-nav-article-title">Creating a C++ Source Stage</span> </div> </a> <a class="chapter-nav-next" href="6_digital_fingerprinting_reference.html" data-cms-ai="0"> <div class="chapter-nav-info"> <span 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<svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/basics/building_a_pipeline.html#pipeline-build-checks" data-cms-ai="0">Pipeline Build Checks</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> 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<li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/basics/building_a_pipeline.html#launching-triton" data-cms-ai="0">Launching Triton</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/basics/building_a_pipeline.html#launching-kafka" data-cms-ai="0">Launching Kafka</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use 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class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=1 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/index.html" data-cms-ai="0">Examples</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/abp_nvsmi_detection/README.html" data-cms-ai="0">Anomalous Behavior Profiling with Forest Inference Library (FIL) Example</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/abp_nvsmi_detection/README.html#supported-environments" data-cms-ai="0">Supported Environments</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/abp_nvsmi_detection/README.html#background" data-cms-ai="0">Background</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul 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dataset</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/abp_nvsmi_detection/README.html#pipeline-architecture" data-cms-ai="0">Pipeline Architecture</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg 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<a class="Link" href="https://docs.nvidia.com/morpheus/examples/abp_nvsmi_detection/README.html#launching-triton" data-cms-ai="0">Launching Triton</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/abp_nvsmi_detection/README.html#running-the-pipeline" data-cms-ai="0">Running the Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg 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</li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/abp_pcap_detection/README.html#verify-model-deployment" data-cms-ai="0">Verify Model Deployment</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" 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</div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/doca/README.html#obtaining-the-morpheus-doca-container" data-cms-ai="0">Obtaining the Morpheus DOCA Container</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/doca/README.html#preparing-the-environment" data-cms-ai="0">Preparing 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class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/doca/README.html#doca-sensitive-information-detection-example-for-tcp-traffic" data-cms-ai="0">Doca Sensitive Information Detection example for TCP traffic</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/gnn_fraud_detection_pipeline/README.html" data-cms-ai="0">GNN Fraud 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class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/gnn_fraud_detection_pipeline/README.html#requirements" data-cms-ai="0">Requirements</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/gnn_fraud_detection_pipeline/README.html#running" data-cms-ai="0">Running</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/gnn_fraud_detection_pipeline/README.html#cli-example" data-cms-ai="0">CLI Example</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/index.html" data-cms-ai="0">LLM</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/completion/README.html" data-cms-ai="0">Completion Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/completion/README.html#table-of-contents" data-cms-ai="0">Table of Contents</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/completion/README.html#supported-environments" data-cms-ai="0">Supported Environments</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/completion/README.html#background-information" data-cms-ai="0">Background Information</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/completion/README.html#purpose" data-cms-ai="0">Purpose</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/completion/README.html#llm-service" data-cms-ai="0">LLM Service</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/completion/README.html#downstream-tasks" data-cms-ai="0">Downstream Tasks</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/completion/README.html#pipeline-implementation" data-cms-ai="0">Pipeline Implementation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/completion/README.html#getting-started" data-cms-ai="0">Getting Started</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/completion/README.html#prerequisites" data-cms-ai="0">Prerequisites</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use 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href="https://docs.nvidia.com/morpheus/examples/llm/completion/README.html#setting-up-ngc-api-key" data-cms-ai="0">Setting up NGC API Key</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/completion/README.html#running-the-morpheus-pipeline" data-cms-ai="0">Running the Morpheus Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/completion/README.html#run-example" data-cms-ai="0">Run example:</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/completion/README.html#commands" data-cms-ai="0">Commands:</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/completion/README.html#running-morpheus-pipeline-with-openai-llm-service" data-cms-ai="0">Running Morpheus Pipeline with OpenAI LLM service</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html" data-cms-ai="0">Vector DataBase Upload (VDB Upload) Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#table-of-contents" data-cms-ai="0">Table of Contents</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#supported-environments" data-cms-ai="0">Supported Environments</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#background-information" data-cms-ai="0">Background Information</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#purpose" data-cms-ai="0">Purpose</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#source-documents" data-cms-ai="0">Source Documents</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#embedding-model" data-cms-ai="0">Embedding Model</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#vector-database-service" data-cms-ai="0">Vector Database Service</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#implementation-and-design-decisions" data-cms-ai="0">Implementation and Design Decisions</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#implementation-details" data-cms-ai="0">Implementation Details</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#rationale-behind-design-decisions" data-cms-ai="0">Rationale Behind Design Decisions</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#getting-started" data-cms-ai="0">Getting Started</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#prerequisites" data-cms-ai="0">Prerequisites</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#ensure-lfs-files-are-downloaded" data-cms-ai="0">Ensure LFS files are downloaded</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#milvus-service" data-cms-ai="0">Milvus Service</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#triton-service" data-cms-ai="0">Triton Service</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#running-the-morpheus-pipeline" data-cms-ai="0">Running the Morpheus Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#configuration-balance-considerations" data-cms-ai="0">Configuration Balance Considerations</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#run-example" data-cms-ai="0">Run example:</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#options-for-vdb-upload-command" data-cms-ai="0">Options for vdb_upload Command</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#commands" data-cms-ai="0">Commands:</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#exporting-and-deploying-a-different-model-from-huggingface" data-cms-ai="0">Exporting and Deploying a Different Model from Huggingface</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/vdb_upload/README.html#running-the-langchain-pipeline-optional" data-cms-ai="0">Running the Langchain Pipeline (Optional)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/rag/README.html" data-cms-ai="0">Retrieval Augmented Generation (RAG) Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/rag/README.html#supported-environments" data-cms-ai="0">Supported Environments</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/rag/README.html#table-of-contents" data-cms-ai="0">Table of Contents</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/rag/README.html#background-information" data-cms-ai="0">Background Information</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/rag/README.html#purpose" data-cms-ai="0">Purpose</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/rag/README.html#source-documents" data-cms-ai="0">Source Documents</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/rag/README.html#vector-database-service" data-cms-ai="0">Vector Database Service</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/rag/README.html#implementation-and-design-decisions" data-cms-ai="0">Implementation and Design Decisions</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/rag/README.html#implementation-details" data-cms-ai="0">Implementation Details</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/rag/README.html#rationale-behind-design-decisions" data-cms-ai="0">Rationale Behind Design Decisions</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/rag/README.html#standalone-morpheus-pipeline" data-cms-ai="0">Standalone Morpheus Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/rag/README.html#prerequisites" data-cms-ai="0">Prerequisites</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/rag/README.html#ensure-that-lfs-files-are-downloaded" data-cms-ai="0">Ensure that LFS files are downloaded</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/rag/README.html#obtain-an-openai-api-or-ngc-api-key" data-cms-ai="0">Obtain an OpenAI API or NGC API Key</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/rag/README.html#ngc" data-cms-ai="0">NGC</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/rag/README.html#openai" data-cms-ai="0">OpenAI</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/rag/README.html#milvus-service" data-cms-ai="0">Milvus Service</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/rag/README.html#running-the-morpheus-pipeline" data-cms-ai="0">Running the Morpheus Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/rag/README.html#run-example-standalone-pipeline" data-cms-ai="0">Run example (Standalone Pipeline):</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/agents/README.html" data-cms-ai="0">Morpheus LLM Agents Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/agents/README.html#table-of-contents" data-cms-ai="0">Table of Contents</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/agents/README.html#supported-environments" data-cms-ai="0">Supported Environments</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/agents/README.html#background-information" data-cms-ai="0">Background Information</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/agents/README.html#purpose" data-cms-ai="0">Purpose</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/agents/README.html#llm-service" data-cms-ai="0">LLM Service</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/agents/README.html#agent-type" data-cms-ai="0">Agent type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/agents/README.html#agent-tools" data-cms-ai="0">Agent tools</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/agents/README.html#llm-library" data-cms-ai="0">LLM Library</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/agents/README.html#pipeline-implementation" data-cms-ai="0">Pipeline Implementation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/agents/README.html#getting-started" data-cms-ai="0">Getting Started</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/agents/README.html#prerequisites" data-cms-ai="0">Prerequisites</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/agents/README.html#set-environment-variables" data-cms-ai="0">Set Environment Variables</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/agents/README.html#install-dependencies" data-cms-ai="0">Install Dependencies</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/agents/README.html#running-the-morpheus-pipeline" data-cms-ai="0">Running the Morpheus Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/agents/README.html#run-example-simple-pipeline" data-cms-ai="0">Run example (Simple Pipeline):</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/agents/README.html#options" data-cms-ai="0">Options:</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/agents/README.html#run-example-kafka-pipeline" data-cms-ai="0">Run example (Kafka Pipeline):</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/agents/README.html#id1" data-cms-ai="0">Options:</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/llm/README.html" data-cms-ai="0">LLM</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/log_parsing/README.html" data-cms-ai="0">Example cyBERT Morpheus Pipeline for Apache Log Parsing</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/log_parsing/README.html#supported-environments" data-cms-ai="0">Supported Environments</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/log_parsing/README.html#set-up-triton-inference-server" data-cms-ai="0">Set up Triton Inference Server</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use 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href="https://docs.nvidia.com/morpheus/examples/log_parsing/README.html#start-triton-inference-server-container" data-cms-ai="0">Start Triton Inference Server Container</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/log_parsing/README.html#verify-model-deployment" data-cms-ai="0">Verify Model Deployment</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/log_parsing/README.html#run-log-parsing-pipeline" data-cms-ai="0">Run Log Parsing Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/log_parsing/README.html#cli-example" data-cms-ai="0">CLI Example</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/nlp_si_detection/README.html" data-cms-ai="0">Sensitive Information Detection with Natural Language Processing (NLP) Example</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/nlp_si_detection/README.html#supported-environments" data-cms-ai="0">Supported Environments</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/nlp_si_detection/README.html#background" data-cms-ai="0">Background</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/nlp_si_detection/README.html#the-dataset" data-cms-ai="0">The Dataset</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/nlp_si_detection/README.html#pipeline-architecture" data-cms-ai="0">Pipeline Architecture</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use 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</svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/nlp_si_detection/README.html#launching-triton" data-cms-ai="0">Launching Triton</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/nlp_si_detection/README.html#running-the-pipeline" data-cms-ai="0">Running the Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/ransomware_detection/README.html" data-cms-ai="0">Example Ransomware Detection Morpheus Pipeline for AppShield Data</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> 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Docker Image</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/ransomware_detection/README.html#setup-env-variable" data-cms-ai="0">Setup Env Variable</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use 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<a class="Link" href="https://docs.nvidia.com/morpheus/examples/root_cause_analysis/README.html#background" data-cms-ai="0">Background</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/root_cause_analysis/README.html#the-dataset" data-cms-ai="0">The Dataset</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use 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<div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/root_cause_analysis/README.html#onnx-tensorrt-model-conversion" data-cms-ai="0">ONNX->TensorRT Model Conversion</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use 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class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/root_cause_analysis/README.html#root-cause-analysis-using-binary-sequence-classification" data-cms-ai="0">Root Cause Analysis using Binary Sequence Classification</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples/sid_visualization/README.html" 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</div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/examples.html" data-cms-ai="0">Examples</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use 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<a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/index.html" data-cms-ai="0">Developer Guides</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/1_simple_python_stage.html" data-cms-ai="0">Simple Python Stage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use 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<div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/1_simple_python_stage.html#stage-class" data-cms-ai="0">Stage Class</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg 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href="https://docs.nvidia.com/morpheus/developer_guide/guides/1_simple_python_stage.html#testing-our-new-stage" data-cms-ai="0">Testing our new Stage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/1_simple_python_stage.html#putting-the-pipeline-together" data-cms-ai="0">Putting the Pipeline Together</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/1_simple_python_stage.html#alternate-morpheus-cli-example" data-cms-ai="0">Alternate Morpheus CLI example</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/2_real_world_phishing.html" data-cms-ai="0">Real-World Application: Phishing Detection</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/2_real_world_phishing.html#data-preprocessing" data-cms-ai="0">Data Preprocessing</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/2_real_world_phishing.html#the-completed-preprocessing-stage" data-cms-ai="0">The Completed Preprocessing Stage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/2_real_world_phishing.html#stand-alone-function" data-cms-ai="0">Stand-alone Function</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/2_real_world_phishing.html#predicting-fraudulent-emails-with-accelerated-machine-learning" data-cms-ai="0">Predicting Fraudulent Emails with Accelerated Machine Learning</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/2_real_world_phishing.html#launching-triton" data-cms-ai="0">Launching Triton</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/2_real_world_phishing.html#defining-our-pipeline" data-cms-ai="0">Defining our Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/2_real_world_phishing.html#the-completed-pipeline" data-cms-ai="0">The Completed Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/2_real_world_phishing.html#alternate-morpheus-cli-example" data-cms-ai="0">Alternate Morpheus CLI example</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/2_real_world_phishing.html#stage-constructors" data-cms-ai="0">Stage Constructors</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/2_real_world_phishing.html#defining-a-new-source-stage" data-cms-ai="0">Defining a New Source Stage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/2_real_world_phishing.html#class-based-approach" data-cms-ai="0">Class Based Approach</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/2_real_world_phishing.html#the-completed-source-stage" data-cms-ai="0">The Completed Source Stage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/2_real_world_phishing.html#function-based-approach" data-cms-ai="0">Function Based Approach</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/2_real_world_phishing.html#defining-a-new-sink-stage" data-cms-ai="0">Defining a New Sink Stage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/2_real_world_phishing.html#the-completed-sink-stage" data-cms-ai="0">The Completed Sink Stage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/3_simple_cpp_stage.html" data-cms-ai="0">Simple C++ Stage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/3_simple_cpp_stage.html#building-the-example" data-cms-ai="0">Building the Example</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/3_simple_cpp_stage.html#overview" data-cms-ai="0">Overview</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/3_simple_cpp_stage.html#a-simple-pass-through-stage" data-cms-ai="0">A Simple Pass Through Stage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/3_simple_cpp_stage.html#the-complete-c-stage-header" data-cms-ai="0">The Complete C++ Stage Header</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/3_simple_cpp_stage.html#source-code-definition" data-cms-ai="0">Source 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sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/3_simple_cpp_stage.html#the-complete-c-stage-implementation" data-cms-ai="0">The Complete C++ Stage Implementation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/3_simple_cpp_stage.html#python-changes" data-cms-ai="0">Python Changes</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/3_simple_cpp_stage.html#putting-the-stage-together" data-cms-ai="0">Putting the Stage Together</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use 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xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/4_source_cpp_stage.html" data-cms-ai="0">Creating a C++ Source Stage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/4_source_cpp_stage.html#building-the-example" data-cms-ai="0">Building the Example</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/4_source_cpp_stage.html#overview" data-cms-ai="0">Overview</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/4_source_cpp_stage.html#header-definition" data-cms-ai="0">Header Definition</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/4_source_cpp_stage.html#source-definition" data-cms-ai="0">Source Definition</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/4_source_cpp_stage.html#a-note-on-performance" data-cms-ai="0">A note on performance:</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/4_source_cpp_stage.html#python-proxy-interface" data-cms-ai="0">Python Proxy & Interface</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/4_source_cpp_stage.html#python-changes" data-cms-ai="0">Python Changes</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html" data-cms-ai="0">Digital Fingerprinting (DFP)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#overview" data-cms-ai="0">Overview</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#training-sources" data-cms-ai="0">Training Sources</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#defining-a-new-data-source" data-cms-ai="0">Defining a New Data Source</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#dfp-examples" data-cms-ai="0">DFP Examples</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#the-starter-example" data-cms-ai="0">The “Starter” Example</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#the-production-example" data-cms-ai="0">The “Production” Example</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#dfp-features" data-cms-ai="0">DFP Features</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#aws-cloudtrail" data-cms-ai="0">AWS CloudTrail</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#azure-active-directory" data-cms-ai="0">Azure Active Directory</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#derived-features" data-cms-ai="0">Derived Features</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#duo-authentication" data-cms-ai="0">Duo Authentication</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#id1" data-cms-ai="0">Derived Features</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#high-level-architecture" data-cms-ai="0">High Level Architecture</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#training-pipeline" data-cms-ai="0">Training Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#inference-pipeline" data-cms-ai="0">Inference Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#monitoring" data-cms-ai="0">Monitoring</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#runtime-environment-setup" data-cms-ai="0">Runtime Environment Setup</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#services" data-cms-ai="0">Services</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#running-via-docker-compose" data-cms-ai="0">Running via docker-compose</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#system-requirements" data-cms-ai="0">System requirements</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#building-the-services" data-cms-ai="0">Building the services</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#downloading-the-example-datasets" data-cms-ai="0">Downloading the example datasets</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#running-the-services" data-cms-ai="0">Running the services</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#jupyter-server" data-cms-ai="0">Jupyter Server</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#morpheus-pipeline" data-cms-ai="0">Morpheus Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#output-fields" data-cms-ai="0">Output Fields</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#optional-mlflow-service" data-cms-ai="0">Optional MLflow Service</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#running-via-kubernetes" data-cms-ai="0">Running via Kubernetes</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#id2" data-cms-ai="0">System requirements</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/5_digital_fingerprinting.html#customizing-dfp" data-cms-ai="0">Customizing DFP</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html" data-cms-ai="0">Digital Fingerprinting (DFP) Reference</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#morpheus-configuration" data-cms-ai="0">Morpheus Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#pipeline-structure-configuration" data-cms-ai="0">Pipeline Structure Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#morpheus-config" data-cms-ai="0">Morpheus Config</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#schema-definition" data-cms-ai="0">Schema Definition</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#dataframe-input-schema-dataframeinputschema" data-cms-ai="0">DataFrame Input Schema (DataFrameInputSchema)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#column-info-columninfo" data-cms-ai="0">Column Info (ColumnInfo)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#custom-column-customcolumn" data-cms-ai="0">Custom Column (CustomColumn)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#rename-column-renamecolumn" data-cms-ai="0">Rename Column (RenameColumn)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#boolean-column-boolcolumn" data-cms-ai="0">Boolean Column (BoolColumn)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#date-time-column-datetimecolumn" data-cms-ai="0">Date-Time Column (DateTimeColumn)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#string-join-column-stringjoincolumn" data-cms-ai="0">String-Join Column (StringJoinColumn)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#string-cat-column-stringcatcolumn" data-cms-ai="0">String-Cat Column (StringCatColumn)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#increment-column-incrementcolumn" data-cms-ai="0">Increment Column (IncrementColumn)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#input-stages" data-cms-ai="0">Input Stages</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#source-stage-multifilesource" data-cms-ai="0">Source Stage (MultiFileSource)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#file-batcher-stage-dfpfilebatcherstage" data-cms-ai="0">File Batcher Stage (DFPFileBatcherStage)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#file-to-dataframe-stage-dfpfiletodataframestage" data-cms-ai="0">File to DataFrame Stage (DFPFileToDataFrameStage)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#output-stages" data-cms-ai="0">Output Stages</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#write-to-file-stage-writetofilestage" data-cms-ai="0">Write to File Stage (WriteToFileStage)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#write-to-s3-stage-writetos3stage" data-cms-ai="0">Write to S3 Stage (WriteToS3Stage)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#core-pipeline" data-cms-ai="0">Core Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#split-users-stage-dfpsplitusersstage" data-cms-ai="0">Split Users Stage (DFPSplitUsersStage)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#rolling-window-stage-dfprollingwindowstage" data-cms-ai="0">Rolling Window Stage (DFPRollingWindowStage)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#preprocessing-stage-dfppreprocessingstage" data-cms-ai="0">Preprocessing Stage (DFPPreprocessingStage)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#training-pipeline" data-cms-ai="0">Training Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#training-stages" data-cms-ai="0">Training Stages</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#training-stage-dfptraining" data-cms-ai="0">Training Stage (DFPTraining)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#mlflow-model-writer-stage-dfpmlflowmodelwriterstage" data-cms-ai="0">MLflow Model Writer Stage (DFPMLFlowModelWriterStage)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#inference-pipeline" data-cms-ai="0">Inference Pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#inference-stages" data-cms-ai="0">Inference Stages</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#inference-stage-dfpinferencestage" data-cms-ai="0">Inference Stage (DFPInferenceStage)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#filter-detection-stage-filterdetectionsstage" data-cms-ai="0">Filter Detection Stage (FilterDetectionsStage)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/6_digital_fingerprinting_reference.html#post-processing-stage-dfppostprocessingstage" data-cms-ai="0">Post Processing Stage (DFPPostprocessingStage)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/7_python_modules.html" data-cms-ai="0">Python Morpheus Modules</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/7_python_modules.html#background" data-cms-ai="0">Background</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/7_python_modules.html#the-passthrough-module" data-cms-ai="0">The Passthrough Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/7_python_modules.html#module-definition-and-registration" data-cms-ai="0">Module Definition and Registration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/7_python_modules.html#loading-the-module" data-cms-ai="0">Loading the Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/7_python_modules.html#module-chaining-and-nesting" data-cms-ai="0">Module Chaining and Nesting</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/7_python_modules.html#wrapping-modules-in-practice" data-cms-ai="0">Wrapping Modules in Practice</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/8_cpp_modules.html" data-cms-ai="0">C++ Morpheus Modules</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/8_cpp_modules.html#background" data-cms-ai="0">Background</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/8_cpp_modules.html#the-passthrough-module" data-cms-ai="0">The Passthrough Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/8_cpp_modules.html#advanced-topics" data-cms-ai="0">Advanced Topics</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/8_cpp_modules.html#dynamic-module-creation-and-loading" data-cms-ai="0">Dynamic Module Creation and Loading</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/9_control_messages.html" data-cms-ai="0">Morpheus Control Messages</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/9_control_messages.html#background" data-cms-ai="0">Background</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/9_control_messages.html#anatomy-of-a-control-message" data-cms-ai="0">Anatomy of a Control Message</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/9_control_messages.html#working-with-tasks" data-cms-ai="0">Working with Tasks</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/9_control_messages.html#managing-metadata" data-cms-ai="0">Managing Metadata</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/9_control_messages.html#handling-payloads" data-cms-ai="0">Handling Payloads</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/9_control_messages.html#conversion-from-multimessage-to-controlmessage" data-cms-ai="0">Conversion from MultiMessage to ControlMessage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html" data-cms-ai="0">Introduction to Modular Digital Fingerprinting Pipeline (Integrated Training)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#table-of-contents" data-cms-ai="0">Table of Contents</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#introduction" data-cms-ai="0">Introduction</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#motivation" data-cms-ai="0">Motivation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#overview" data-cms-ai="0">Overview</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#setting-up-morpheus" data-cms-ai="0">Setting up Morpheus</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#morpheus-modules" data-cms-ai="0">Morpheus Modules</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#dfp-deployment" data-cms-ai="0">DFP Deployment</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#fsspec-dataloader" data-cms-ai="0">fsspec Dataloader</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#dfp-training-and-inference-pipelines" data-cms-ai="0">DFP Training and Inference Pipelines</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#dfp-preprocessing" data-cms-ai="0">DFP Preprocessing</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#control-message-filter" data-cms-ai="0">Control Message Filter</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#file-batcher" data-cms-ai="0">File Batcher</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#file-to-df-dataloader" data-cms-ai="0">File to DF DataLoader</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#dfp-split-users" data-cms-ai="0">DFP Split Users</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#dfp-rolling-window" data-cms-ai="0">DFP Rolling Window</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" 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class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#dfp-training" data-cms-ai="0">DFP Training</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#mlflow-model-writer" data-cms-ai="0">MLFlow Model Writer</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a 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xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#filter-detections" data-cms-ai="0">Filter Detections</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> 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class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#running-example-modular-dfp-pipelines" data-cms-ai="0">Running Example Modular DFP Pipelines</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> 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href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#building-the-services" data-cms-ai="0">Building the services</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#downloading-the-example-datasets" data-cms-ai="0">Downloading the example datasets</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#run-morpheus-pipeline" data-cms-ai="0">Run Morpheus pipeline</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides/10_modular_pipeline_digital_fingerprinting.html#output-fields" data-cms-ai="0">Output Fields</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides.html" data-cms-ai="0">Developer Guides</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides.html#morpheus-stages" data-cms-ai="0">Morpheus Stages</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides.html#morpheus-modules" data-cms-ai="0">Morpheus Modules</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides.html#morpheus-control-messages" data-cms-ai="0">Morpheus Control messages</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/guides.html#example-workflows" data-cms-ai="0">Example Workflows</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li class="Book-items-item"><bsp-chapter class="Chapter" data-has-chapters > <div class="Chapter-header"> <div class="Chapter-title"> <span class="Link">Modifying Morpheus</span> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use 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xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/architecture.html#stage-details" data-cms-ai="0">Stage Details</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/architecture.html#identification" data-cms-ai="0">Identification</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/architecture.html#type-inference" data-cms-ai="0">Type Inference</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> 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class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/architecture.html#morpheus-modules" data-cms-ai="0">Morpheus Modules</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=1 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/contributing.html" data-cms-ai="0">Contributing to Morpheus</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/contributing.html#code-contributions" data-cms-ai="0">Code contributions</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/contributing.html#your-first-issue" data-cms-ai="0">Your first issue</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/contributing.html#seasoned-developers" data-cms-ai="0">Seasoned developers</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/contributing.html#building-from-source" data-cms-ai="0">Building from Source</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/contributing.html#clone-the-repository-and-pull-large-file-data-from-git-lfs" data-cms-ai="0">Clone the repository and pull large file data from Git LFS</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/contributing.html#build-in-docker-container" data-cms-ai="0">Build in Docker Container</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/contributing.html#prerequisites" data-cms-ai="0">Prerequisites</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/contributing.html#build-in-a-conda-environment" data-cms-ai="0">Build in a Conda Environment</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/contributing.html#id1" data-cms-ai="0">Prerequisites</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/contributing.html#quick-launch-kafka-cluster" data-cms-ai="0">Quick Launch Kafka Cluster</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/contributing.html#pipeline-validation" data-cms-ai="0">Pipeline Validation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/contributing.html#troubleshooting-the-build" data-cms-ai="0">Troubleshooting the Build</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/contributing.html#licensing" data-cms-ai="0">Licensing</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/contributing.html#third-party-code" data-cms-ai="0">Third-party code</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/developer_guide/contributing.html#attribution" data-cms-ai="0">Attribution</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li class="Book-items-item"><bsp-chapter class="Chapter" data-has-chapters > <div class="Chapter-header"> <div class="Chapter-title"> <span class="Link">Deploying Morpheus</span> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=1 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/cloud_deployment_guide.html" data-cms-ai="0">Morpheus Cloud Deployment Guide</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/cloud_deployment_guide.html#table-of-contents" data-cms-ai="0">Table of Contents</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/cloud_deployment_guide.html#introduction" data-cms-ai="0">Introduction</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/cloud_deployment_guide.html#setup" data-cms-ai="0">Setup</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/cloud_deployment_guide.html#prerequisites" data-cms-ai="0">Prerequisites</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/cloud_deployment_guide.html#set-up-ngc-api-key-and-install-ngc-registry-cli" data-cms-ai="0">Set up NGC API Key and Install NGC Registry CLI</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/cloud_deployment_guide.html#create-namespace-for-morpheus" data-cms-ai="0">Create Namespace for Morpheus</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/cloud_deployment_guide.html#install-morpheus-ai-engine" data-cms-ai="0">Install Morpheus AI Engine</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/cloud_deployment_guide.html#install-morpheus-sdk-client" data-cms-ai="0">Install Morpheus SDK Client</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/cloud_deployment_guide.html#morpheus-sdk-client-in-sleep-mode" data-cms-ai="0">Morpheus SDK Client in Sleep Mode</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/cloud_deployment_guide.html#models-for-mlflow-deployment" data-cms-ai="0">Models for MLflow Deployment</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/cloud_deployment_guide.html#install-morpheus-mlflow" data-cms-ai="0">Install Morpheus MLflow</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/cloud_deployment_guide.html#model-deployment" data-cms-ai="0">Model Deployment</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> 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data-cms-ai="0">Base Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/structmorpheus_1_1CudaError.html#struct-documentation" data-cms-ai="0">Struct Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg 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</div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/structmorpheus_1_1InferenceMemoryFILInterfaceProxy.html#struct-documentation" data-cms-ai="0">Struct Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg 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class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/structmorpheus_1_1ITensor.html" data-cms-ai="0">Struct ITensor</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/structmorpheus_1_1ITensor.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg 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href="https://docs.nvidia.com/morpheus/_lib/structmorpheus_1_1MultiResponseMessageInterfaceProxy.html#derived-type" data-cms-ai="0">Derived Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/structmorpheus_1_1MultiResponseMessageInterfaceProxy.html#struct-documentation" data-cms-ai="0">Struct Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use 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class="Link" href="https://docs.nvidia.com/morpheus/_lib/structmorpheus_1_1PreprocessFILStageInterfaceProxy.html" data-cms-ai="0">Struct PreprocessFILStageInterfaceProxy</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/structmorpheus_1_1PreprocessFILStageInterfaceProxy.html#struct-documentation" data-cms-ai="0">Struct Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use 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<svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/structmorpheus_1_1PreprocessNLPStageInterfaceProxy.html#struct-documentation" data-cms-ai="0">Struct Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/structmorpheus_1_1PyDataTable.html" data-cms-ai="0">Struct PyDataTable</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/structmorpheus_1_1PyDataTable.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg 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</ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/structmorpheus_1_1PyDataTable.html#struct-documentation" data-cms-ai="0">Struct Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/structmorpheus_1_1RawPacketMessageProxy.html" data-cms-ai="0">Struct RawPacketMessageProxy</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/structmorpheus_1_1RawPacketMessageProxy.html#struct-documentation" data-cms-ai="0">Struct Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg 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href="https://docs.nvidia.com/morpheus/_lib/structmorpheus_1_1utilities_1_1extract__value__type.html" data-cms-ai="0">Template Struct extract_value_type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/structmorpheus_1_1utilities_1_1extract__value__type.html#struct-documentation" data-cms-ai="0">Struct Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> 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<li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/structmorpheus_1_1WriteToFileStageInterfaceProxy.html#struct-documentation" data-cms-ai="0">Struct Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1AddClassificationsStage.html" data-cms-ai="0">Template 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<div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1AddClassificationsStage.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1AddScoresStage.html" data-cms-ai="0">Template Class AddScoresStage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1AddScoresStage.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1AddScoresStage.html#base-type" data-cms-ai="0">Base Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1AddScoresStage.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1AddScoresStageBase.html" data-cms-ai="0">Template Class AddScoresStageBase</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1AddScoresStageBase.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1AddScoresStageBase.html#base-type" data-cms-ai="0">Base Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1AddScoresStageBase.html#derived-types" data-cms-ai="0">Derived Types</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1AddScoresStageBase.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1ControlMessage.html" data-cms-ai="0">Class ControlMessage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1ControlMessage.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DataLoader.html" data-cms-ai="0">Class DataLoader</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DataLoader.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DataLoaderModule.html" data-cms-ai="0">Class DataLoaderModule</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DataLoaderModule.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DataLoaderModule.html#base-types" data-cms-ai="0">Base Types</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DataLoaderModule.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DerivedMultiMessage.html" data-cms-ai="0">Template Class DerivedMultiMessage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DerivedMultiMessage.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DerivedMultiMessage.html#base-type" data-cms-ai="0">Base Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DerivedMultiMessage.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DerivedMultiMessage_3_01DerivedT_01_4.html" data-cms-ai="0">Template Class DerivedMultiMessage< DerivedT ></a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DerivedMultiMessage_3_01DerivedT_01_4.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DerivedMultiMessage_3_01DerivedT_00_01BaseT_01_4.html" data-cms-ai="0">Template Class DerivedMultiMessage< DerivedT, BaseT ></a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DerivedMultiMessage_3_01DerivedT_00_01BaseT_01_4.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DerivedMultiMessage_3_01DerivedT_00_01BaseT_01_4.html#base-type" data-cms-ai="0">Base Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DerivedMultiMessage_3_01DerivedT_00_01BaseT_01_4.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DeserializeStage.html" data-cms-ai="0">Template Class DeserializeStage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DeserializeStage.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DeserializeStage.html#base-type" data-cms-ai="0">Base Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DeserializeStage.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DevMemInfo.html" data-cms-ai="0">Class DevMemInfo</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1DevMemInfo.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/class_structmorpheus_1_1DType.html" data-cms-ai="0">Class DType</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/class_structmorpheus_1_1DType.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1FactoryRegistry.html" data-cms-ai="0">Template Class FactoryRegistry</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1FactoryRegistry.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1FiberQueue.html" data-cms-ai="0">Class FiberQueue</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1FiberQueue.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1FileDataLoader.html" data-cms-ai="0">Class FileDataLoader</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1FileDataLoader.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1FileDataLoader.html#base-type" data-cms-ai="0">Base Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1FileDataLoader.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1FileSourceStage.html" data-cms-ai="0">Class FileSourceStage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1FileSourceStage.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1FileSourceStage.html#base-type" data-cms-ai="0">Base Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1FileSourceStage.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1FilterDetectionsStage.html" data-cms-ai="0">Template Class FilterDetectionsStage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1FilterDetectionsStage.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1FilterDetectionsStage.html#base-type" data-cms-ai="0">Base Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1FilterDetectionsStage.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1GRPCDataLoader.html" data-cms-ai="0">Class GRPCDataLoader</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1GRPCDataLoader.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1GRPCDataLoader.html#base-type" data-cms-ai="0">Base Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1GRPCDataLoader.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1HttpServer.html" data-cms-ai="0">Class HttpServer</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1HttpServer.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1HttpServerSourceStage.html" data-cms-ai="0">Class HttpServerSourceStage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1HttpServerSourceStage.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1HttpServerSourceStage.html#base-type" data-cms-ai="0">Base Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1HttpServerSourceStage.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use 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data-cms-ai="0">Derived Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1IInferenceClient.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg 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</div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1InferenceMemoryFIL.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg 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data-cms-ai="0">Base Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1llm_1_1LLMLambdaNode.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg 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</bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1llm_1_1LLMNodeBase.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1llm_1_1LLMNodeRunner.html" data-cms-ai="0">Class LLMNodeRunner</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1llm_1_1LLMNodeRunner.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use 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data-cms-ai="0">Derived Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1llm_1_1LLMTaskHandler.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1llm_1_1LLMTaskHandlerRunner.html" data-cms-ai="0">Class LLMTaskHandlerRunner</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1llm_1_1LLMTaskHandlerRunner.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1llm_1_1PyLLMEngine.html" data-cms-ai="0">Class PyLLMEngine</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1llm_1_1PyLLMEngine.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use 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class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1llm_1_1PyLLMEngineStage.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use 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class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1llm_1_1PyLLMLambdaNode.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use 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class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1llm_1_1PyLLMNode.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use 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class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1llm_1_1PyLLMNodeBase.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1llm_1_1PyLLMNodeBase.html#base-type" data-cms-ai="0">Base Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1llm_1_1PyLLMNodeBase.html#derived-type" data-cms-ai="0">Derived Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1llm_1_1PyLLMNodeBase.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg 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class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1MultiResponseProbsMessage.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use 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class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1MultiResponseProbsMessage.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1MultiTensorMessage.html" data-cms-ai="0">Class MultiTensorMessage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1MultiTensorMessage.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg 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href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1MultiTensorMessage.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1MutableTableCtxMgr.html" data-cms-ai="0">Class MutableTableCtxMgr</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1MutableTableCtxMgr.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> 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data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1OStreamSink.html#base-type" data-cms-ai="0">Base Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1OStreamSink.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div 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class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1PayloadDataLoader.html#base-type" data-cms-ai="0">Base Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1PayloadDataLoader.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1PreallocateStage.html" data-cms-ai="0">Template Class PreallocateStage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1PreallocateStage.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1PreallocateStage.html#base-type" data-cms-ai="0">Base Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1PreallocateStage.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1PreprocessFILStage.html" data-cms-ai="0">Template Class PreprocessFILStage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1PreprocessFILStage.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1PreprocessFILStage.html#base-type" data-cms-ai="0">Base Type</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1PreprocessFILStage.html#class-documentation" data-cms-ai="0">Class Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1PreprocessNLPStage.html" data-cms-ai="0">Template Class PreprocessNLPStage</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/classmorpheus_1_1PreprocessNLPStage.html#inheritance-relationships" data-cms-ai="0">Inheritance Relationships</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use 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href="https://docs.nvidia.com/morpheus/_lib/enum_group__objects_1ga5fd72f0b65ce39ff2c391d2d8d77c449.html" data-cms-ai="0">Enum TensorStorageType</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/enum_group__objects_1ga5fd72f0b65ce39ff2c391d2d8d77c449.html#enum-documentation" data-cms-ai="0">Enum Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg 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href="https://docs.nvidia.com/morpheus/_lib/index.html#functions" data-cms-ai="0">Functions</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_namespacemorpheus_1a6e2855cbd1ba99223bc5ef78f18ffbbc.html" data-cms-ai="0">Template Function morpheus::concat_message_batch</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_namespacemorpheus_1a6e2855cbd1ba99223bc5ef78f18ffbbc.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use 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class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_namespacemorpheus_1_1detail_1aa9ba4340108f4d303326e3f0bdcbde94.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_namespacemorpheus_1_1detail_1a11bb9dd83c0f3bfd62168a79071d8549.html" data-cms-ai="0">Function morpheus::detail::throw_cuda_error</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_namespacemorpheus_1_1detail_1a11bb9dd83c0f3bfd62168a79071d8549.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg 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class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_namespacemorpheus_1_1detail_1a010582668948746bf133ef46d2809ca5.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__objects_1gac6ba7793d905d01275d200daab9cfc83.html" data-cms-ai="0">Function morpheus::determine_file_type(const std::string&)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__objects_1gac6ba7793d905d01275d200daab9cfc83.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__objects_1ga1bc804fa58c64fd14182bdfb2df1cb78.html" data-cms-ai="0">Function morpheus::determine_file_type(const std::filesystem::path&)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__objects_1ga1bc804fa58c64fd14182bdfb2df1cb78.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__IO_1ga11e4298d94328d139065faec3f91487a.html" data-cms-ai="0">Function morpheus::df_to_csv(const TableInfo&, std::ostream&, bool, bool, bool)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__IO_1ga11e4298d94328d139065faec3f91487a.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__IO_1gaf4398ef7b80a76faddd3729893730fc6.html" data-cms-ai="0">Function morpheus::df_to_csv(const TableInfo&, bool, bool)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__IO_1gaf4398ef7b80a76faddd3729893730fc6.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__IO_1gaae1f285fe5b53358be1b4d69d172935b.html" data-cms-ai="0">Function morpheus::df_to_json(const TableInfo&, std::ostream&, bool, bool)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__IO_1gaae1f285fe5b53358be1b4d69d172935b.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__IO_1ga798aed4f38d9cd45f2547f4bd9032d31.html" data-cms-ai="0">Function morpheus::df_to_json(const TableInfo&, bool)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__IO_1ga798aed4f38d9cd45f2547f4bd9032d31.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__IO_1gab1d31a86b68c232a9e1ecaeee9bf49c7.html" data-cms-ai="0">Function morpheus::df_to_parquet(const TableInfo&, std::ostream&, bool, bool, bool)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__IO_1gab1d31a86b68c232a9e1ecaeee9bf49c7.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__IO_1gacc8feacb06f49d3cff920767f27ae820.html" data-cms-ai="0">Function morpheus::df_to_parquet(const TableInfo&, bool, bool)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__IO_1gacc8feacb06f49d3cff920767f27ae820.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_namespacemorpheus_1aa8a36a525d6ca0b9ae3596cff8d2b73a.html" data-cms-ai="0">Template Function morpheus::do_register_tuple_index</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_namespacemorpheus_1aa8a36a525d6ca0b9ae3596cff8d2b73a.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__objects_1ga0c1c9268fd7c55ad400c2be72a3b7640.html" data-cms-ai="0">Function morpheus::filetypes_to_str</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__objects_1ga0c1c9268fd7c55ad400c2be72a3b7640.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__utilities_1ga7e6366134ce384303717543dfc2b94e5.html" data-cms-ai="0">Template Function morpheus::foreach_map</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__utilities_1ga7e6366134ce384303717543dfc2b94e5.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__IO_1ga51faf4194c4489641c48dd3977c4b8d1.html" data-cms-ai="0">Function morpheus::get_column_names_from_table</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__IO_1ga51faf4194c4489641c48dd3977c4b8d1.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__IO_1ga5d12c72f9379be20ed3107c7ca02814c.html" data-cms-ai="0">Function morpheus::get_index_col_count</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__IO_1ga5d12c72f9379be20ed3107c7ca02814c.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_namespacemorpheus_1a1763fcabd4469cea3f890b304572bbf5.html" data-cms-ai="0">Function morpheus::get_indexers(MessageMeta&, py::object, py::object, cudf::size_type)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_namespacemorpheus_1a1763fcabd4469cea3f890b304572bbf5.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_namespacemorpheus_1ab282e156a7154d3f7bf7dde7ab1533e5.html" data-cms-ai="0">Function morpheus::get_indexers(MultiMessage&, py::object, py::object)</a> </div> <div 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morpheus::get_with_default</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_namespacemorpheus_1aa6514c14d452d9604ab5cb5a24aa0fc4.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div 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<use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_namespacemorpheus_1_1llm_1a0b67586d7b3b0d21d5ba9d58c3d7068e.html" data-cms-ai="0">Template Function morpheus::llm::make_lambda_node(std::function<returnt(argst…)>&&)</returnt(argst…)></a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_namespacemorpheus_1_1llm_1a0b67586d7b3b0d21d5ba9d58c3d7068e.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_namespacemorpheus_1_1llm_1aa2c8a12e1a9387997b84a02d6c307d5d.html" data-cms-ai="0">Template Function morpheus::llm::make_lambda_node(FuncT&&)</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_namespacemorpheus_1_1llm_1aa2c8a12e1a9387997b84a02d6c307d5d.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_namespacemorpheus_1_1llm_1af35ac25c9b70f6b0e42496a687292de6.html" data-cms-ai="0">Function morpheus::llm::process_input_names</a> </div> <div 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sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_namespacemorpheus_1_1llm_1a7660af1df14749fe52bb077b90a37e98.html" data-cms-ai="0">Function morpheus::llm::PYBIND11_MODULE</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_namespacemorpheus_1_1llm_1a7660af1df14749fe52bb077b90a37e98.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__IO_1gae76aae78272c474c407baed9a5fa38dc.html" 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class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__stages_1ga1bc74dd843bb09440ca56ba51f670964.html" data-cms-ai="0">Function morpheus::make_output_message(std::shared_ptr<messagemeta>&, TensorIndex, TensorIndex, cm_task_t *, std::shared_ptr<multimessage>&)</multimessage></messagemeta></a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__stages_1ga1bc74dd843bb09440ca56ba51f670964.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div 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<div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/function_group__IO_1gaa9d0acdcce3a0d6fae4aca548367db7a.html#function-documentation" data-cms-ai="0">Function Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/index.html#variables" data-cms-ai="0">Variables</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/variable_group__objects_1ga18d24ee8b03ca841243fd7ae2ca2dc5e.html" data-cms-ai="0">Variable morpheus::DefaultMaxPayloadSize</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/variable_group__objects_1ga18d24ee8b03ca841243fd7ae2ca2dc5e.html#variable-documentation" data-cms-ai="0">Variable Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/variable_namespacemorpheus_1a9cb866eb1b60ab06920f9ba83cd749bd.html" data-cms-ai="0">Variable morpheus::RegexOptions</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/variable_namespacemorpheus_1a9cb866eb1b60ab06920f9ba83cd749bd.html#variable-documentation" data-cms-ai="0">Variable Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/index.html#defines" data-cms-ai="0">Defines</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/define_group__utility__error_1ga46b1154bbd80d4d46c3bca35ef60d930.html" data-cms-ai="0">Define CHECK_CUDA</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/define_group__utility__error_1ga46b1154bbd80d4d46c3bca35ef60d930.html#define-documentation" data-cms-ai="0">Define Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/define_group__stages_1ga4bc6388ae02ee9b411a705c00a339411.html" data-cms-ai="0">Define CHECK_TRITON</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/define_group__stages_1ga4bc6388ae02ee9b411a705c00a339411.html#define-documentation" data-cms-ai="0">Define Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/define_group__utility__error_1ga2f9ad1e066c4b599f65ce6d23565c9ba.html" data-cms-ai="0">Define CUDA_TRY</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/define_group__utility__error_1ga2f9ad1e066c4b599f65ce6d23565c9ba.html#define-documentation" data-cms-ai="0">Define Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/define_group__utilities_1ga90d828e0a34ccd4057a9cd96bb27e2fa.html" data-cms-ai="0">Define MORPHEUS_CONCAT_STR</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/define_group__utilities_1ga90d828e0a34ccd4057a9cd96bb27e2fa.html#define-documentation" data-cms-ai="0">Define Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/define_group__utility__error_1ga059a90cc006deaa33f17ca6e1375bf37.html" data-cms-ai="0">Define MORPHEUS_EXPECTS</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/define_group__utility__error_1ga059a90cc006deaa33f17ca6e1375bf37.html#define-documentation" data-cms-ai="0">Define Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/define_group__utility__error_1gadd8fc4f7eb49d9bbe80e5d082a3efcdd.html" data-cms-ai="0">Define MORPHEUS_FAIL</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/define_group__utility__error_1gadd8fc4f7eb49d9bbe80e5d082a3efcdd.html#define-documentation" data-cms-ai="0">Define Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/define_error_8hpp_1a92ae8f30abc621f2cc6be3b37cb8819a.html" data-cms-ai="0">Define MORPHEUS_STRINGIFY</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/define_error_8hpp_1a92ae8f30abc621f2cc6be3b37cb8819a.html#define-documentation" data-cms-ai="0">Define Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/define_error_8hpp_1aafefdd05c438f655b1f34e1e66a48951.html" data-cms-ai="0">Define STRINGIFY_DETAIL</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/define_error_8hpp_1aafefdd05c438f655b1f34e1e66a48951.html#define-documentation" data-cms-ai="0">Define Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/index.html#typedefs" data-cms-ai="0">Typedefs</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga564f080771afe393e9ef999acff38f33.html" data-cms-ai="0">Typedef morpheus::AddClassificationsStageCM</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga564f080771afe393e9ef999acff38f33.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga9b1ada78f932cdd04f8ec9c7004c27ac.html" data-cms-ai="0">Typedef morpheus::AddClassificationsStageMM</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga9b1ada78f932cdd04f8ec9c7004c27ac.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1gaaf0381a4b2253570ae4b44033c4cf001.html" data-cms-ai="0">Typedef morpheus::AddScoresStageBaseCM</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1gaaf0381a4b2253570ae4b44033c4cf001.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div 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class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga1d5871497c7846bb577100ff110b7186.html" data-cms-ai="0">Typedef morpheus::AddScoresStageCM</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga1d5871497c7846bb577100ff110b7186.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1gad4655e86a4ba9c687eb32cd4d7af318f.html" data-cms-ai="0">Typedef morpheus::AddScoresStageMM</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1gad4655e86a4ba9c687eb32cd4d7af318f.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga7c996c0abe44bc26eaab5f80720ed353.html" data-cms-ai="0">Typedef morpheus::cm_task_t</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga7c996c0abe44bc26eaab5f80720ed353.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> 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data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga89067007f96cc24471731ad7b1c40552.html" data-cms-ai="0">Typedef morpheus::FilterDetectionsStageCM</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> 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href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga572ffbf68ce5ed49e49088b89d5e6a99.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_namespacemorpheus_1_1llm_1a7faf0304b839db87ed00392c187684eb.html" data-cms-ai="0">Typedef morpheus::llm::input_mappings_t</a> </div> <div class="Chapter-icon"> <svg 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<div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_namespacemorpheus_1_1llm_1a591b2363cdfdd99136e1d440c8a5c492.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_namespacemorpheus_1ad96d75defd21cc6f10c4b233880bbc97.html" data-cms-ai="0">Typedef morpheus::LoaderRegistry</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_namespacemorpheus_1ad96d75defd21cc6f10c4b233880bbc97.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> 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class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__objects_1ga34ff5809f7db33750e5e11ff2528bbfe.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__objects_1gaa2bfdd084c249371e3e04ba4fdef7a26.html" data-cms-ai="0">Typedef morpheus::parse_status_t</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__objects_1gaa2bfdd084c249371e3e04ba4fdef7a26.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__objects_1ga7e470ae6cb862c36b0e1ca43b7a43cf3.html" data-cms-ai="0">Typedef morpheus::payload_parse_fn_t</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__objects_1ga7e470ae6cb862c36b0e1ca43b7a43cf3.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1gad15e9d07a0d7f631ed36bea453e516fd.html" data-cms-ai="0">Typedef morpheus::PreprocessFILStageCM</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1gad15e9d07a0d7f631ed36bea453e516fd.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga4c2d606b6915a239b18d4ca1dcd7dd0e.html" data-cms-ai="0">Typedef morpheus::PreprocessFILStageMM</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga4c2d606b6915a239b18d4ca1dcd7dd0e.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga3d4d0dbaf22e20d636c661ed8b64d1d6.html" data-cms-ai="0">Typedef morpheus::PreprocessNLPStageCM</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga3d4d0dbaf22e20d636c661ed8b64d1d6.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga5548b6ea4d37d370d460d511e7603d51.html" data-cms-ai="0">Typedef morpheus::PreprocessNLPStageMM</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga5548b6ea4d37d370d460d511e7603d51.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__objects_1ga0c0b925063f227fd60598cc6bef366f9.html" data-cms-ai="0">Typedef morpheus::RangeType</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__objects_1ga0c0b925063f227fd60598cc6bef366f9.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__objects_1ga8c0ee1c359ee1824360edc9f65247472.html" data-cms-ai="0">Typedef morpheus::RankType</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__objects_1ga8c0ee1c359ee1824360edc9f65247472.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_namespacemorpheus_1a000bd29591f0702d3fd6915e15a4ad46.html" data-cms-ai="0">Typedef morpheus::request_queue_t</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_namespacemorpheus_1a000bd29591f0702d3fd6915e15a4ad46.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga1999f7a4236a4a78b3284eec0c2ec5ee.html" data-cms-ai="0">Typedef morpheus::SerializeStageCM</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga1999f7a4236a4a78b3284eec0c2ec5ee.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga3b04ce18ec1fd6ee990cfeea805d536c.html" data-cms-ai="0">Typedef morpheus::SerializeStageMM</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__stages_1ga3b04ce18ec1fd6ee990cfeea805d536c.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__objects_1ga04617446eef9215bbf17a7d6f818a8ca.html" data-cms-ai="0">Typedef morpheus::ShapeType</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__objects_1ga04617446eef9215bbf17a7d6f818a8ca.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_namespacemorpheus_1a9b66dfe29b7561013c3370b86a048fbf.html" data-cms-ai="0">Typedef morpheus::table_t</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_namespacemorpheus_1a9b66dfe29b7561013c3370b86a048fbf.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__objects_1ga3f5c71a1bc6b5aa73444e18ac80140c3.html" data-cms-ai="0">Typedef morpheus::Task</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__objects_1ga3f5c71a1bc6b5aa73444e18ac80140c3.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__objects_1ga2afcb62261a1678f4746cbb236fbde49.html" data-cms-ai="0">Typedef morpheus::TensorIndex</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__objects_1ga2afcb62261a1678f4746cbb236fbde49.html#typedef-documentation" data-cms-ai="0">Typedef Documentation</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/_lib/typedef_group__objects_1ga1e4b9669fe20d0cfbb6305afca1ce2ed.html" data-cms-ai="0">Typedef morpheus::TensorMap</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> 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href="https://docs.nvidia.com/morpheus/modules/core/data_loader.html" data-cms-ai="0">Data Loader Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/data_loader.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/data_loader.html#loaders" data-cms-ai="0">loaders</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/data_loader.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/file_batcher.html" data-cms-ai="0">File Batcher Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/file_batcher.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/file_batcher.html#batching-options" data-cms-ai="0">batching_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/file_batcher.html#schema" data-cms-ai="0">schema</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/file_batcher.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/file_to_df.html" data-cms-ai="0">File to DataFrame Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/file_to_df.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/file_to_df.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/filter_control_message.html" data-cms-ai="0">Filter Control Message Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/filter_control_message.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/filter_control_message.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/filter_detections.html" data-cms-ai="0">Filter Detections Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/filter_detections.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/filter_detections.html#schema" data-cms-ai="0">schema</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/filter_detections.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/filter_detections.html#default-settings" data-cms-ai="0">Default Settings</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/from_control_message.html" data-cms-ai="0">FromControlMessage Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/from_control_message.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/mlflow_model_writer.html" data-cms-ai="0">MLflow Model Writer Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/mlflow_model_writer.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/mlflow_model_writer.html#databricks-permissions" data-cms-ai="0">databricks_permissions</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/mlflow_model_writer.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/payload_batcher.html" data-cms-ai="0">Batch Data Payload Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/payload_batcher.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/payload_batcher.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/serialize.html" data-cms-ai="0">Serialize Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/serialize.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/serialize.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/to_control_message.html" data-cms-ai="0">ToControlMessage Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/to_control_message.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/to_control_message.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/write_to_file.html" data-cms-ai="0">WriteToFile Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/write_to_file.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/core/write_to_file.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=2 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/index.html#examples-modules" data-cms-ai="0">Examples Modules</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/index.html#digital-fingerprinting-modules" data-cms-ai="0">Digital Fingerprinting Modules</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_data_prep.html" data-cms-ai="0">DFP Data Prep Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_data_prep.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_data_prep.html#schema" data-cms-ai="0">schema</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_data_prep.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_deployment.html" data-cms-ai="0">DFP Deployment Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_deployment.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_deployment.html#training-options-parameters" data-cms-ai="0">Training Options Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_deployment.html#inference-options-parameters" data-cms-ai="0">Inference Options Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_deployment.html#batching-options" data-cms-ai="0">batching_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_deployment.html#dfencoder-options" data-cms-ai="0">dfencoder_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_deployment.html#monitor-options" data-cms-ai="0">monitor_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_deployment.html#mlflow-writer-options" data-cms-ai="0">mlflow_writer_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_deployment.html#stream-aggregation-options" data-cms-ai="0">stream_aggregation_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_deployment.html#user-splitting-options" data-cms-ai="0">user_splitting_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_deployment.html#detection-criteria" data-cms-ai="0">detection_criteria</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_deployment.html#inference-options" data-cms-ai="0">inference_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_deployment.html#write-to-file-options" data-cms-ai="0">write_to_file_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_inference_pipe.html" data-cms-ai="0">dfp_inference_pipe</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_inference_pipe.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_inference_pipe.html#batching-options" data-cms-ai="0">batching_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_inference_pipe.html#user-splitting-options" data-cms-ai="0">user_splitting_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_inference_pipe.html#stream-aggregation-options" data-cms-ai="0">stream_aggregation_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_inference_pipe.html#inference-options" data-cms-ai="0">inference_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_inference_pipe.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_inference.html" data-cms-ai="0">DFP Inference Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_inference.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_inference.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_inference.html#default-settings" data-cms-ai="0">Default Settings</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_monitor.html" data-cms-ai="0">DFP Monitor Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_monitor.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_postprocessing.html" data-cms-ai="0">DFP Post-processing Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_postprocessing.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_postprocessing.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_postprocessing.html#default-settings" data-cms-ai="0">Default Settings</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_preproc.html" data-cms-ai="0">dfp_preproc</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_preproc.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_preproc.html#pre-filter-options" data-cms-ai="0">pre_filter_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_preproc.html#batching-options" data-cms-ai="0">batching_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_preproc.html#user-splitting-options" data-cms-ai="0">user_splitting_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_preproc.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_rolling_window.html" data-cms-ai="0">DFP Rolling Window Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_rolling_window.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_rolling_window.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_split_users.html" data-cms-ai="0">DFP Split Users Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_split_users.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_split_users.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_training_pipe.html" data-cms-ai="0">DFP Training Pipe Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_training_pipe.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_training_pipe.html#batching-options" data-cms-ai="0">batching_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_training_pipe.html#user-splitting-options" data-cms-ai="0">user_splitting_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_training_pipe.html#stream-aggregation-options" data-cms-ai="0">stream_aggregation_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_training_pipe.html#dfencoder-options" data-cms-ai="0">dfencoder_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_training_pipe.html#mlflow-writer-options" data-cms-ai="0">mlflow_writer_options</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_training.html" data-cms-ai="0">DFP Training Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_training.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/digital_fingerprinting/dfp_training.html#json-example" data-cms-ai="0">JSON Example</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=3 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/index.html#spear-phishing-modules" data-cms-ai="0">Spear Phishing Modules</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_spear_phishing_pre_inference.html" data-cms-ai="0">Pre-inference Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_spear_phishing_pre_inference.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_spear_phishing_pre_inference.html#intent-config" data-cms-ai="0">intent_config</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_spear_phishing_pre_inference.html#sender-sketch-config" data-cms-ai="0">sender_sketch_config</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_spear_phishing_post_inference.html" data-cms-ai="0">Pre-inference Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_spear_phishing_post_inference.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_spear_phishing_post_inference.html#scoring-config" data-cms-ai="0">scoring_config</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_spear_phishing_post_inference.html#sender-sketch-config" data-cms-ai="0">sender_sketch_config</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=6 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_spear_phishing_post_inference.html#endpoint" data-cms-ai="0">endpoint</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_email_enrichment.html" data-cms-ai="0">Spear Phishing Email Enrichment Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_email_enrichment.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_email_enrichment.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_inference_sp_classifier.html" data-cms-ai="0">Spear Phishing Inference Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_inference_sp_classifier.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_inference_sp_classifier.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_inference_intent.html" data-cms-ai="0">Inference Intent</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_inference_intent.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_inference_intent.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_label_and_score.html" data-cms-ai="0">Spear Phishing Email Scoring Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_label_and_score.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_label_and_score.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_preprocessing.html" data-cms-ai="0">Spear Phishing Inference Pipeline Preprocessing Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_preprocessing.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_preprocessing.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> </ul> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-has-chapters data-level=4 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_sender_sketch_aggregator.html" data-cms-ai="0">Spear Phishing Sender Sketch Aggregator Module</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> <ul class="Chapter-chapters"> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_sender_sketch_aggregator.html#configurable-parameters" data-cms-ai="0">Configurable Parameters</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use 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<svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use xlink:href="#chevron-down"></use> </svg> </div> </div> </bsp-chapter> </li> <li><bsp-chapter class="Chapter" data-level=5 > <div class="Chapter-header"> <div class="Chapter-title"> <a class="Link" href="https://docs.nvidia.com/morpheus/modules/examples/spear_phishing/sp_sender_sketch_update.html#example-json-configuration" data-cms-ai="0">Example JSON Configuration</a> </div> <div class="Chapter-icon"> <svg class="Chapter-iconCollapsed"> <use xlink:href="#icon-plus"></use> </svg> <svg class="Chapter-iconExpanded"> <use xlink:href="#icon-minus"></use> </svg> </div> <div class="Chapter-icon-sub"> <svg class="Chapter-iconExpanded sub"> <use xlink:href="#chevron-up"></use> </svg> <svg class="Chapter-iconCollapsed sub"> <use 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