Dataprep by Trifacta | Google Cloud

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serverless development platform on GKE. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/kubernetes-applications" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/kubernetes-applications" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="google cloud marketplace for anthos"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#marketplace" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Google Cloud Marketplace for Anthos </div> <div class="devsite-nav-item-description"> Containerized apps with prebuilt deployment and unified billing. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/migrate/containers" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/migrate/containers" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="migrate to containers"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#migrateforanthos" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Migrate to Containers </div> <div class="devsite-nav-item-description"> Tool to move workloads and existing applications to GKE. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/products/operations" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/operations" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="operations"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#stackdriver" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Operations </div> <div class="devsite-nav-item-description"> Monitoring, logging, and application performance suite. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/build" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/build" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud build"> <div 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src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#trafficdirector" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Traffic Director </div> <div class="devsite-nav-item-description"> Traffic control pane and management for open service mesh. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/apigee" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/apigee" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="apigee api management"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#apigeeapiplatform" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Apigee API Management </div> <div class="devsite-nav-item-description"> API management, development, and security platform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/distributed-cloud" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/distributed-cloud" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="google distributed cloud"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Google Distributed Cloud </div> <div class="devsite-nav-item-description"> Fully managed solutions for the edge and data centers. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/deploy" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/deploy" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="google cloud deploy"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/cloud-deploy.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Google Cloud Deploy </div> <div class="devsite-nav-item-description"> Fully managed continuous delivery to Google Kubernetes Engine and Cloud Run. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Internet of Things</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/iot-core" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/iot-core" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="internet of things" tooltip track-name="cloud iot core"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudiotcore" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud IoT Core </div> <div class="devsite-nav-item-description"> IoT device management, integration, and connection service. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/edge-tpu" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/edge-tpu" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="internet of things" tooltip track-name="edge tpu"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudiotedge" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Edge TPU </div> <div class="devsite-nav-item-description"> ASIC designed to run ML inference and AI at the edge. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/products/management" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/management" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="management tools"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Management Tools </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/anthos/config-management" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/anthos/config-management" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="anthos config management"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/anthos-config-management.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Anthos Config Management </div> <div class="devsite-nav-item-description"> Automate policy and security for your deployments. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/carbon-footprint" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/carbon-footprint" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="carbon footprint"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/carbon-footprint.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Carbon Footprint </div> <div class="devsite-nav-item-description"> Dashboard to view and export Google Cloud carbon emissions reports. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/apis" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/apis" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud apis"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudapis" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud APIs </div> <div class="devsite-nav-item-description"> Programmatic interfaces for Google Cloud services. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/cloud-console" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/cloud-console" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud console"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud console </div> <div class="devsite-nav-item-description"> Web-based interface for managing and monitoring cloud apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/console-app" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/console-app" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud mobile app"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Mobile App </div> <div class="devsite-nav-item-description"> App to manage Google Cloud services from your mobile device. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/shell" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/shell" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud shell"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudshell" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Shell </div> <div class="devsite-nav-item-description"> Interactive shell environment with a built-in command line. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/config-connector/docs/overview" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/config-connector/docs/overview" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="config connector"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Config Connector </div> <div class="devsite-nav-item-description"> Kubernetes add-on for managing Google Cloud resources. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/cost-management" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/cost-management" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cost management"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/billing.png" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cost Management </div> <div class="devsite-nav-item-description"> Tools for monitoring, controlling, and optimizing your costs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/solutions/active-assist" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/active-assist" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="intelligent management"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Intelligent Management </div> <div class="devsite-nav-item-description"> Tools for easily managing performance, security, and cost. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/private-catalog" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/private-catalog" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="private catalog"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#marketplace" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Private Catalog </div> <div class="devsite-nav-item-description"> Service catalog for admins managing internal enterprise solutions. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/docs/terraform" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/terraform" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="terraform on google cloud"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Terraform on Google Cloud </div> <div class="devsite-nav-item-description"> Open source tool to provision Google Cloud resources with declarative configuration files. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Media and Gaming</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/livestream" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/livestream" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="media and gaming" tooltip track-name="live stream api"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Live Stream API </div> <div class="devsite-nav-item-description"> Service to convert live video and package for streaming. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/opencue" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/opencue" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="media and gaming" tooltip track-name="opencue"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/opencue.png" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> OpenCue </div> <div class="devsite-nav-item-description"> Open source render manager for visual effects and animation. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/transcoder/docs" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/transcoder/docs" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="media and gaming" tooltip track-name="transcoder api"> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/cloud/images/navigation/transcoder-api.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Transcoder API </div> <div class="devsite-nav-item-description"> Convert video files and package them for optimized delivery. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="http://web.archive.org/web/20230727014919/https://cloud.google.com/video-stitcher" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/video-stitcher" track-metadata-position="nav - products" 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48px; } div.richtext { color: #5f6368; } .richtext p { color: inherit; font: inherit; margin-bottom: 0; } .cloud-jump-content { padding-top: 72px; } .cloud-module__description p { margin: 0; } .cloud-module__description p+p { margin-top: 16px; } @media(min-width: 1024px) { .module-section:first-child { margin-top: 60px; } .module-section:not(:empty) { margin-bottom: 60px; } } @media(min-width: 1280px) { .cloud-jump-content { padding-top: 0; } } .cloud-block__image { width: 100%; } </style> <div class=" cws-banner cws-banner--yellow cws-fullbleed " track-name="watch on demand google data cloud summit to hear the latest innovations in analytics ai business intelligence and databases" track-type="banner" track-metadata-module="banner"> <div class="cws-banner__body-copy"><span>Watch on demand: <a href="http://web.archive.org/web/20230727014919/https://cloudonair.withgoogle.com/events/summit-data-cloud-2022" class="cws-link cws-link--dark" target="_blank" rel="noopener" track-name="google data cloud summit" track-type="inline link" track-metadata-eventdetail="cloudonair.withgoogle.com/events/summit-data-cloud-2022">Google Data Cloud Summit </a>to hear the latest innovations in analytics, AI, business intelligence, and databases.</span></div> </div> <header track-metadata-position="hero" track-metadata-module="hero"> <div class="cws-grid"> <div class="cws-grid__col--span-12 cws-grid__col--offset-1-lg cws-grid__col--span-8-lg cws-content-block cws-spacer-6--bottom cws-spacer-6--top"> <div class="cws-content-block__content"> <h1 class="cws-headline--headline-2 cws-content-block__headline" id="dataprep-by-trifacta" data-text=" Dataprep by Trifacta "> Dataprep by Trifacta </h1> <div class="cws-content-block__text"> <p class="cws-body">An intelligent cloud data service to visually explore, clean, and prepare data for analysis and machine learning.</p> <cloudx-free-trial-eligible-content> <slot slot="eligible"> <div class=" cws-button__set cws-button__set--with-margin "> <a class="cws-button cws-button--high-emphasis" href="http://web.archive.org/web/20230727014919/https://cloud.google.com/free" track-name="try it free" track-type="button" track-metadata-eventdetail="cloud.google.com/free" track-metadata-position="hero" track-metadata-modifier="high-emphasis" track-metadata-module="hero"> Try it free </a> <a class="cws-button cws-button--medium-emphasis" href="http://web.archive.org/web/20230727014919/https://cloud.google.com/contact" track-name="contact sales" track-type="button" track-metadata-eventdetail="cloud.google.com/contact" track-metadata-position="hero" track-metadata-modifier="medium-emphasis" track-metadata-module="hero"> Contact sales </a> </div> </slot> <slot slot="ineligible"> <div class=" cws-button__set cws-button__set--with-margin "> <a class="cws-button cws-button--high-emphasis" href="http://web.archive.org/web/20230727014919/https://console.cloud.google.com/dataprep" target="_blank" rel="noopener" referrerpolicy="no-referrer-when-downgrade" track-name="go to console" track-type="button" track-metadata-eventdetail="console.cloud.google.com/dataprep" track-metadata-position="hero" track-metadata-modifier="high-emphasis" track-metadata-module="hero"> Go to console </a> </div> </slot> </cloudx-free-trial-eligible-content> <div class="cws-body cws-spacer-2--top"> <p> <a class="cws-link" track-type="inline-link" track-name="documentation" track-metadata-eventdetail="#" track-metadata-position="hero" track-metadata-module="hero" href="http://web.archive.org/web/20230727014919/https://docs.trifacta.com/display/dp/" track-metadata-module_headline="Dataprep by Trifacta">View documentation</a> for this product. </p> </div> </div> </div> </div> </div> </header> <section class="cws-spacer-5--bottom" track-metadata-module="overview" track-metadata-module_headline="intelligent data preparation"> <div class=" cws-content-block cws-content-block--flipped cws-content-block--split cws-grid "> <div class="cws-content-block__asset cws-grid__col--span-6 cws-grid__col--span-5-lg cws-grid__col-justify-center cws-grid__col--align-center"> <div class=" cws-media-block "> <div class="cws-media-block__asset"> <div class="cws-media-block__image"> <picture> <source type="image/webp" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/EVeuSGzK0KhRjy1vdt49wcKPdplUc6OIlyoPTFf1Bx3E3qjJEKrzavSGnUe-W6ieBRdE5bTAVbdENw=e14-rw-lo-sc0xffffff-w1270 1x, http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/EVeuSGzK0KhRjy1vdt49wcKPdplUc6OIlyoPTFf1Bx3E3qjJEKrzavSGnUe-W6ieBRdE5bTAVbdENw=e14-rw-lo-sc0xffffff-w2540 2x"> <source type="image/jpeg" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/EVeuSGzK0KhRjy1vdt49wcKPdplUc6OIlyoPTFf1Bx3E3qjJEKrzavSGnUe-W6ieBRdE5bTAVbdENw=e14-rj-sc0xffffff-w1270 1x, http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/EVeuSGzK0KhRjy1vdt49wcKPdplUc6OIlyoPTFf1Bx3E3qjJEKrzavSGnUe-W6ieBRdE5bTAVbdENw=e14-rj-sc0xffffff-w2540 2x"> <img alt="Dataprep icon sits in front of open laptop with stack of web pages to the right, a spreadsheet with Trifacta logo on it to the left, and a bar graph in the cloud behind" class="" loading="lazy" src="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/EVeuSGzK0KhRjy1vdt49wcKPdplUc6OIlyoPTFf1Bx3E3qjJEKrzavSGnUe-W6ieBRdE5bTAVbdENw=e14-rj-sc0xffffff-w1270" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/EVeuSGzK0KhRjy1vdt49wcKPdplUc6OIlyoPTFf1Bx3E3qjJEKrzavSGnUe-W6ieBRdE5bTAVbdENw=e14-rj-sc0xffffff-w2540 2x"> </picture> </div> </div> </div> </div> <div class="cws-content-block__content cws-grid__col--span-6 cws-grid__col--span-5-lg cws-grid__col--offset-1-lg cws-grid__col--align-center"> <h2 class="cws-headline--headline-4 cws-content-block__headline" id="intelligent-data-preparation" data-text=" Intelligent data preparation"> Intelligent data preparation</h2> <div class="cws-body cws-content-block__text">Dataprep by Trifacta is an intelligent data service for visually exploring, cleaning, and preparing structured and unstructured data for analysis, reporting, and machine learning. Because Dataprep is serverless and works at any scale, there is no infrastructure to deploy or manage. Your next ideal data transformation is suggested and predicted with each UI input, so you don’t have to write code.</div> </div> </div> </section> <div class="cws-spacer--section cws-border--top cws-text-center" track-metadata-module="whats new" track-metadata-module_headline="whats new"> <div class="cws-spacer-5--bottom"> <h3 class="cws-headline--headline-4" id="whats-new" data-text="What's new">What's new</h3> </div> <div class="cws-background--grey cws-fullbleed cws-spacer--section"> <div style="max-width:1280px; margin: auto;"> <div class="cloud-carousel"> <div class="cloud-carousel__slide-deck-container"> <div class="cloud-carousel__slide-deck"> <div class="cloud-carousel__slide"> <div> <p class="cws-label cws-spacer-2--bottom">Blog post</p> <div class="cws-spacer-3--bottom"> <h5 class="cws-headline--headline-6" id="what-dataprep-edition-is-best-for-you" data-text="What Dataprep edition is best for you?">What Dataprep edition is best for you?</h5> </div> <div class="cws-spacer-3--bottom"> <a class=" cws-button cws-button--low-emphasis cws-button--icon-right " href="http://web.archive.org/web/20230727014919/https://www.trifacta.com/blog/why-upgrade-cloud-dataprep-professional/" target="_blank" rel="noopener" track-name="read blog post" track-type="button" track-metadata-eventdetail="www.trifacta.com/blog/why-upgrade-cloud-dataprep-professional/" track-metadata-modifier="low-emphasis" track-metadata-icon="new tab" track-metadata-child_index="1" track-metadata-child_total="5"> Read blog post <span class="cws-button--icon"> <svg class="cws-icon" xmlns="http://www.w3.org/2000/svg" height="18px" viewbox="0 0 24 24" width="18px"><path d="M0 0h24v24H0V0z" fill="none"></path><path d="M19 19H5V5h7V3H5c-1.11 0-2 .9-2 2v14c0 1.1.89 2 2 2h14c1.1 0 2-.9 2-2v-7h-2v7zM14 3v2h3.59l-9.83 9.83 1.41 1.41L19 6.41V10h2V3h-7z"></path></svg> </span> </a> </div> </div> </div> <div class="cloud-carousel__slide"> <div> <p class="cws-label cws-spacer-2--bottom">Blog 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target="_blank" rel="noopener" track-name="read blog post" track-type="button" track-metadata-eventdetail="www.trifacta.com/blog/callahan-cloud-data-warehouse/" track-metadata-modifier="low-emphasis" track-metadata-icon="new tab" track-metadata-child_index="4" track-metadata-child_total="5"> Read blog post <span class="cws-button--icon"> <svg class="cws-icon" xmlns="http://www.w3.org/2000/svg" height="18px" viewbox="0 0 24 24" width="18px"><path d="M0 0h24v24H0V0z" fill="none"></path><path d="M19 19H5V5h7V3H5c-1.11 0-2 .9-2 2v14c0 1.1.89 2 2 2h14c1.1 0 2-.9 2-2v-7h-2v7zM14 3v2h3.59l-9.83 9.83 1.41 1.41L19 6.41V10h2V3h-7z"></path></svg> </span> </a> </div> </div> </div> <div class="cloud-carousel__slide"> <div> <p class="cws-label cws-spacer-2--bottom">Blog post</p> <div class="cws-spacer-3--bottom"> <h5 class="cws-headline--headline-6" id="mastering-pricing-optimization-with-data-preparation" data-text="Mastering pricing optimization with data preparation">Mastering pricing optimization with data preparation</h5> </div> <div class="cws-spacer-3--bottom"> <a class=" cws-button cws-button--low-emphasis cws-button--icon-right " href="http://web.archive.org/web/20230727014919/https://www.trifacta.com/gated-form/pricing-optimization-whitepaper/" target="_blank" rel="noopener" track-name="read blog post" track-type="button" track-metadata-eventdetail="www.trifacta.com/gated-form/pricing-optimization-whitepaper/" track-metadata-modifier="low-emphasis" track-metadata-icon="new tab" track-metadata-child_index="5" track-metadata-child_total="5"> Read blog post <span class="cws-button--icon"> <svg class="cws-icon" xmlns="http://www.w3.org/2000/svg" height="18px" viewbox="0 0 24 24" width="18px"><path d="M0 0h24v24H0V0z" fill="none"></path><path d="M19 19H5V5h7V3H5c-1.11 0-2 .9-2 2v14c0 1.1.89 2 2 2h14c1.1 0 2-.9 2-2v-7h-2v7zM14 3v2h3.59l-9.83 9.83 1.41 1.41L19 6.41V10h2V3h-7z"></path></svg> </span> </a> </div> </div> </div> </div> </div> <div class="cloud-carousel__controls"> <div class="cloud-carousel__arrow left-arrow"> <img src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/images/icons/material/system/2x/keyboard_arrow_left_black_36dp.png" alt=""> </div> <div class="cloud-carousel__arrow right-arrow"> <img src="http://web.archive.org/web/20230727014919im_/https://www.gstatic.com/images/icons/material/system/2x/keyboard_arrow_right_black_36dp.png" alt=""> </div> <div class="cloud-carousel__nuggets cws-spacer-3--bottom"> <div class="cloud-carousel__nugget"></div> </div> </div> </div> </div> </div> </div> <section class="cws-spacer-6--bottom" track-metadata-module="benefits"> <div class="cws-grid"> <div class="cws-grid__col--span-12 cws-grid__col--span-10-lg cws-grid__col--offset-1-lg"> <div class=" cws-content-block cws-content-block--split cws-grid "> <div class="cws-content-block__asset cws-grid__col--span-4 cws-grid__col-justify-center"> <div class="cws-icon"> <picture> <source type="image/webp" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/aKpzCnrEe_zViFYuqohMSiO0CZiuCv7pjXI0oLjF1uZDg0-olAn64m0G-H1tVpTgYuXArIRLxUvI=e14-rw-lo-sc0xffffff-w300 1x, http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/aKpzCnrEe_zViFYuqohMSiO0CZiuCv7pjXI0oLjF1uZDg0-olAn64m0G-H1tVpTgYuXArIRLxUvI=e14-rw-lo-sc0xffffff-w600 2x"> <source type="image/jpeg" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/aKpzCnrEe_zViFYuqohMSiO0CZiuCv7pjXI0oLjF1uZDg0-olAn64m0G-H1tVpTgYuXArIRLxUvI=e14-rj-sc0xffffff-w300 1x, http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/aKpzCnrEe_zViFYuqohMSiO0CZiuCv7pjXI0oLjF1uZDg0-olAn64m0G-H1tVpTgYuXArIRLxUvI=e14-rj-sc0xffffff-w600 2x"> <img alt="Computer monitor with data on display" class="" loading="lazy" src="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/aKpzCnrEe_zViFYuqohMSiO0CZiuCv7pjXI0oLjF1uZDg0-olAn64m0G-H1tVpTgYuXArIRLxUvI=e14-rj-sc0xffffff-w300" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/aKpzCnrEe_zViFYuqohMSiO0CZiuCv7pjXI0oLjF1uZDg0-olAn64m0G-H1tVpTgYuXArIRLxUvI=e14-rj-sc0xffffff-w600 2x"> </picture> </div> </div> <div class="cws-content-block__content cws-grid__col--span-7 cws-grid__col--span-6-lg"> <h4 class="cws-headline--headline-5 cws-content-block__headline" id="serverless-simplicity" data-text=" Serverless simplicity"> Serverless simplicity</h4> <div class="cws-body cws-content-block__text"> <p>Dataprep is an integrated partner service operated by <a href="http://web.archive.org/web/20230727014919/https://www.trifacta.com/" target="_blank" rel="noopener" class="cws-link" track-name="trifacta" track-type="content block" track-metadata-eventdetail="www.trifacta.com/">Trifacta</a> and based on their industry-leading data preparation solution. Google works closely with Trifacta to provide a seamless user experience that removes the need for up-front software installation, separate licensing costs, or ongoing operational overhead. Dataprep is fully managed and scales on demand to meet your growing data preparation needs so you can stay focused on analysis.</p> </div> </div> </div> </div> <div class="cws-grid__col--span-12 cws-grid__col--span-10-lg cws-grid__col--offset-1-lg"> <div class=" cws-content-block cws-content-block--flipped cws-content-block--split cws-grid "> <div class="cws-content-block__asset cws-grid__col--span-4 cws-grid__col-justify-center"> <div class="cws-icon"> <picture> <source type="image/webp" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/-eIrdSb5wLiVHmRWSXrxdTzFukFBWND2EvLRyZ18wu83rSF6r4pV1Tuuic82RIVt6ywiqr8NUqG_2Q=e14-rw-lo-sc0xffffff-w300 1x, http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/-eIrdSb5wLiVHmRWSXrxdTzFukFBWND2EvLRyZ18wu83rSF6r4pV1Tuuic82RIVt6ywiqr8NUqG_2Q=e14-rw-lo-sc0xffffff-w600 2x"> <source type="image/jpeg" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/-eIrdSb5wLiVHmRWSXrxdTzFukFBWND2EvLRyZ18wu83rSF6r4pV1Tuuic82RIVt6ywiqr8NUqG_2Q=e14-rj-sc0xffffff-w300 1x, http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/-eIrdSb5wLiVHmRWSXrxdTzFukFBWND2EvLRyZ18wu83rSF6r4pV1Tuuic82RIVt6ywiqr8NUqG_2Q=e14-rj-sc0xffffff-w600 2x"> <img alt="Stylized graph with a stopwatch icon" class="" loading="lazy" src="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/-eIrdSb5wLiVHmRWSXrxdTzFukFBWND2EvLRyZ18wu83rSF6r4pV1Tuuic82RIVt6ywiqr8NUqG_2Q=e14-rj-sc0xffffff-w300" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/-eIrdSb5wLiVHmRWSXrxdTzFukFBWND2EvLRyZ18wu83rSF6r4pV1Tuuic82RIVt6ywiqr8NUqG_2Q=e14-rj-sc0xffffff-w600 2x"> </picture> </div> </div> <div class="cws-content-block__content cws-grid__col--span-7 cws-grid__col--span-6-lg"> <h4 class="cws-headline--headline-5 cws-content-block__headline" id="fast-exploration-and-anomaly-detection" data-text=" Fast exploration and anomaly detection"> Fast exploration and anomaly detection</h4> <div class="cws-body cws-content-block__text"> <p>Understand and explore data instantly with visual data distributions. Dataprep automatically detects schemas, data types, possible joins, and anomalies such as missing values, outliers, and duplicates so you get to skip the time-consuming work of assessing your data quality and go right to the exploration and analysis.</p> </div> </div> </div> </div> <div class="cws-grid__col--span-12 cws-grid__col--span-10-lg cws-grid__col--offset-1-lg"> <div class=" cws-content-block cws-content-block--split cws-grid "> <div class="cws-content-block__asset cws-grid__col--span-4 cws-grid__col-justify-center"> <div class="cws-icon"> <picture> <source type="image/webp" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/RPovpirkUtcH04MI6A4imAuskYpWoZSwgem-ZEqdUz9czzpgR99s9yH7evmvjYuXzIkBOgWj3gqhRA=e14-rw-lo-sc0xffffff-w300 1x, http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/RPovpirkUtcH04MI6A4imAuskYpWoZSwgem-ZEqdUz9czzpgR99s9yH7evmvjYuXzIkBOgWj3gqhRA=e14-rw-lo-sc0xffffff-w600 2x"> <source type="image/jpeg" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/RPovpirkUtcH04MI6A4imAuskYpWoZSwgem-ZEqdUz9czzpgR99s9yH7evmvjYuXzIkBOgWj3gqhRA=e14-rj-sc0xffffff-w300 1x, http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/RPovpirkUtcH04MI6A4imAuskYpWoZSwgem-ZEqdUz9czzpgR99s9yH7evmvjYuXzIkBOgWj3gqhRA=e14-rj-sc0xffffff-w600 2x"> <img alt="Page with text and blue checks in the right margin emerges from an open cardboard box. The Dataprep icon is to the left." class="" loading="lazy" src="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/RPovpirkUtcH04MI6A4imAuskYpWoZSwgem-ZEqdUz9czzpgR99s9yH7evmvjYuXzIkBOgWj3gqhRA=e14-rj-sc0xffffff-w300" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/RPovpirkUtcH04MI6A4imAuskYpWoZSwgem-ZEqdUz9czzpgR99s9yH7evmvjYuXzIkBOgWj3gqhRA=e14-rj-sc0xffffff-w600 2x"> </picture> </div> </div> <div class="cws-content-block__content cws-grid__col--span-7 cws-grid__col--span-6-lg"> <h4 class="cws-headline--headline-5 cws-content-block__headline" id="easy-and-powerful-data-preparation" data-text=" Easy and powerful data preparation"> Easy and powerful data preparation</h4> <div class="cws-body cws-content-block__text"> <p>With each gesture in the UI, Dataprep automatically suggests and predicts your next ideal data transformation. Once you’ve defined your sequence of transformations, Dataprep uses Dataflow or BigQuery under the hood, enabling you to process structured or unstructured datasets of any size with the ease of clicks, not code.</p> </div> </div> </div> </div> </div> </section> <div class="cws-spacer--section cws-border--top"> <div class="cws-spacer-5--bottom cws-grid" track-metadata-module="features" track-metadata-module_headline="dataprep features"> <div class="cws-grid__col--span-12 cws-grid__col--span-10-lg cws-grid__col--offset-1-lg"> <div class=" cws-content-block cws-content-block--centered "> <div class="cws-content-block__content "> <h2 class="cws-headline--headline-4 cws-content-block__headline" id="dataprep-features" data-text=" Dataprep features"> Dataprep features</h2> <div class="cws-body cws-content-block__text"> <p>Starter, Professional, and Enterprise editions.</p> </div> </div> </div> </div> </div> <section class="cws-grid"> <div class="cws-grid cws-grid__col--span-12 cws-grid__col--span-10-lg cws-grid__col--offset-1-lg"> <div class="cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class=" cws-content-block "> <div class="cws-content-block__content "> <h3 class="cws-headline--headline-5 cws-content-block__headline" id="predictive-transformation" data-text=" Predictive transformation"> Predictive transformation</h3> <div class="cws-body cws-content-block__text"> <p>Dataprep uses a proprietary inference algorithm to interpret the data transformation intent of a user’s data selection. A ranked set of suggestions and patterns for the selections to match are automatically generated.</p> </div> </div> </div> </div> <div class="cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class=" cws-content-block "> <div class="cws-content-block__content "> <h3 class="cws-headline--headline-5 cws-content-block__headline" id="rich-transformations" data-text=" Rich transformations"> Rich transformations</h3> <div class="cws-body cws-content-block__text"> <p>Leverage hundreds of transformation functions to turn your data into the asset you want. With a click of a mouse, apply aggregation, pivot, unpivot, joins, union, extraction, calculation, comparison, condition, merge, regular expressions, and more.</p> </div> </div> </div> </div> <div class="cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class=" cws-content-block "> <div class="cws-content-block__content "> <h3 class="cws-headline--headline-5 cws-content-block__headline" id="optimized-processing-throughput" data-text=" Optimized processing throughput"> Optimized processing throughput</h3> <div class="cws-body cws-content-block__text"> <p>Dataprep automatically selects the best underlying Google Cloud processing engine to transform the data as fast as possible. Based on the data locality and volume, Dataprep leverages BigQuery (in-place ELT transforms) to prepare the data, Dataflow, or for small volumes Dataprep's in-memory engine.</p> </div> </div> </div> </div> <div class="cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class=" cws-content-block "> <div class="cws-content-block__content "> <h3 class="cws-headline--headline-5 cws-content-block__headline" id="active-profiling" data-text=" Active profiling"> Active profiling</h3> <div class="cws-body cws-content-block__text"> <p>See and explore your data through interactive visual distributions of your data to assist in discovery, cleansing, and transformation. Visual representations help interpret large volumes of data, and Dataprep’s innovative profiling techniques visualize key statistical information in a dynamic, easy-to-consume format.</p> </div> </div> </div> </div> <div class="cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class=" cws-content-block "> <div class="cws-content-block__content "> <h3 class="cws-headline--headline-5 cws-content-block__headline" id="data-quality-rules" data-text=" Data quality rules"> Data quality rules</h3> <div class="cws-body cws-content-block__text"> <p>Data quality rules suggest data quality indicators to monitor and remediate the accuracy, completeness, consistency, validity, and uniqueness of the data, ensuring that you have a comprehensive view of the cleanliness of your data.</p> </div> </div> </div> </div> <div class="cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class=" cws-content-block "> <div class="cws-content-block__content "> <h3 class="cws-headline--headline-5 cws-content-block__headline" id="collaboration" data-text=" Collaboration"> Collaboration</h3> <div class="cws-body cws-content-block__text"> <p>In team environments, it can be helpful to be able to have multiple users work on the same assets or to create copies of good quality work to serve as templates for others. Dataprep enables users to collaborate on the same flow objects in real time or to create copies for others to use for independent work.</p> </div> </div> </div> </div> <div class="cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class=" cws-content-block "> <div class="cws-content-block__content "> <h3 class="cws-headline--headline-5 cws-content-block__headline" id="comprehensive-connectivity" data-text=" Comprehensive connectivity"> Comprehensive connectivity</h3> <div class="cws-body cws-content-block__text"> <p>In addition to BigQuery, Cloud Storage, Microsoft Excel, and Google Sheets standard connectivity, enrich your self-service analytics with hundreds of data sources such as Salesforce, Oracle, Microsoft SQL Server, MySQL, PostgreSQL, and many more.</p> </div> </div> </div> </div> <div class="cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class=" cws-content-block "> <div class="cws-content-block__content "> <h3 class="cws-headline--headline-5 cws-content-block__headline" id="data-pipeline-orchestration" data-text=" Data pipeline orchestration"> Data pipeline orchestration</h3> <div class="cws-body cws-content-block__text"> <p>Schedule and automate your data preparation jobs by chaining them together in sequential and conditional order. Alert users of success or failure, and trigger external tasks (such as Cloud Functions). Leverage <a href="http://web.archive.org/web/20230727014919/https://clouddataprep.com/documentation/api#section/Overview" class="cws-link" target="_blank" rel="noopener" track-name="comprehensive apis" track-type="content block" track-metadata-eventdetail="clouddataprep.com/documentation/api">comprehensive APIs</a> to integrate Dataprep as part of an enterprise’s end-to-end solution.</p> </div> </div> </div> </div> <div class="cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class=" cws-content-block "> <div class="cws-content-block__content "> <h3 class="cws-headline--headline-5 cws-content-block__headline" id="enterprise-scale-operationalization" data-text=" Enterprise-scale operationalization"> Enterprise-scale operationalization</h3> <div class="cws-body cws-content-block__text"> <p>Adopt a continuous deployment practice with recipe import/export across editions and versions, flow parameters, custom configuration for Dataflow or BigQuery, performance tuning, and <a href="http://web.archive.org/web/20230727014919/https://clouddataprep.com/documentation/api#section/Overview" class="cws-link" target="_blank" rel="noopener" track-name="advanced apis" track-type="content block" track-metadata-eventdetail="clouddataprep.com/documentation/api">advanced APIs</a> to automate software development life cycles and monitoring. </p> </div> </div> </div> </div> <div class="cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class=" cws-content-block "> <div class="cws-content-block__content "> <h3 class="cws-headline--headline-5 cws-content-block__headline" id="common-data-types" data-text=" Common data types"> Common data types</h3> <div class="cws-body cws-content-block__text"> <p>Transform structured or unstructured datasets stored in CSV, JSON, relational table formats, or SaaS application data of any size—megabytes to petabytes—with equal ease and simplicity.</p> </div> </div> </div> </div> <div class="cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class=" cws-content-block "> <div class="cws-content-block__content "> <h3 class="cws-headline--headline-5 cws-content-block__headline" id="pattern-matching" data-text=" Pattern matching"> Pattern matching</h3> <div class="cws-body cws-content-block__text"> <p>Utilize columnar pattern matching to identify data patterns of interest to you and to surface them in the interface for use in building your recipes. Additionally, in your recipe steps, you can apply regular expressions or Dataprep patterns to locate patterns and transform the matching data in your datasets.</p> </div> </div> </div> </div> <div class="cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class=" cws-content-block "> <div class="cws-content-block__content "> <h3 class="cws-headline--headline-5 cws-content-block__headline" id="standardization" data-text=" Standardization"> Standardization</h3> <div class="cws-body cws-content-block__text"> <p>Group values by similarities based on spelling or language-independent pronunciation and create standardized clusters of consistent values.</p> </div> </div> </div> </div> <div class="cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class=" cws-content-block "> <div class="cws-content-block__content "> <h3 class="cws-headline--headline-5 cws-content-block__headline" id="sampling" data-text=" Sampling"> Sampling</h3> <div class="cws-body cws-content-block__text"> <p>For performance optimization, Dataprep automatically generates one or more samples of the data for display and manipulation in the client application. However, you can easily change the size of samples, the scope of the sample, and the method by which the sample is created.</p> </div> </div> </div> </div> <div class="cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class=" cws-content-block "> <div class="cws-content-block__content "> <h3 class="cws-headline--headline-5 cws-content-block__headline" id="advanced-security" data-text=" Advanced security"> Advanced security</h3> <div class="cws-body cws-content-block__text"> <p>Expand on current security standards by providing individual data access control using a combination of Google IAM roles and BigQuery, Cloud Storage, and Google Sheets access rights to determine access.</p> </div> </div> </div> </div> </div> </section> </div> <style> .cloud-product-page-cloud-diagram { margin-bottom: 56px; } .cloud-product-page-cloud-diagram:last-child { margin-bottom: 0; } @media screen and (max-width: 600px) { .cloud-product-page-cloud-diagram .cloud-product-diagram___header { overflow-x: auto; overflow-y: hidden; } .cloud-product-page-cloud-diagram img { max-width: fit-content; } } </style> <section class="cws-spacer--section cws-border--top cws-text-center" track-metadata-module="product diagram" track-metadata-module_headline="dataprep elt pipeline architecture"> <div class="cws-grid cws-grid__no-gap"> <div class="cws-grid__col--span-12 cws-grid__col--span-10-lg cws-grid__col--offset-1-lg"> <div class="cloud-diagram"> <div class="cloud-diagram__graph"> <header class="cws-spacer-5--bottom"> <h2 class="cws-headline--headline-3" id="dataprep-elt-pipeline-architecture" data-text=" Dataprep ELT pipeline architecture "> Dataprep ELT pipeline architecture </h2> </header> <div class="cloud-product-page-cloud-diagram"> <div class="cloud-product-diagram___header"> <div class="cws-spacer-4--bottom"> </div> <picture> <source type="image/webp" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/uuup7_IcIc0fwdUq5paY6ROLyl3z6cKUIliCY4HFuirKEWeShc2BJp6tgG5Pb62DpH6jtzcGGpE=e14-rw-lo-sc0xffffff-w1502 1x, http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/uuup7_IcIc0fwdUq5paY6ROLyl3z6cKUIliCY4HFuirKEWeShc2BJp6tgG5Pb62DpH6jtzcGGpE=e14-rw-lo-sc0xffffff-w3004 2x"> <source type="image/jpeg" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/uuup7_IcIc0fwdUq5paY6ROLyl3z6cKUIliCY4HFuirKEWeShc2BJp6tgG5Pb62DpH6jtzcGGpE=e14-rj-sc0xffffff-w1502 1x, http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/uuup7_IcIc0fwdUq5paY6ROLyl3z6cKUIliCY4HFuirKEWeShc2BJp6tgG5Pb62DpH6jtzcGGpE=e14-rj-sc0xffffff-w3004 2x"> <img alt="On left, Ingestion column contains raw data in BigQuery, Cloud Storage, Google Sheets, Microsoft Excel, Databases, Applications, and File upload. Flow moves right, through Preparation & Storage column into Cloud Dataprep and Dataflow, data is refined in BigQuery and Cloud storage. Under this column is Governance & automation: Data Catalog, Cloud Functions, Cloud Composer. Flow continues right into Analysis & ML column, with BigQuery/BigQueryML, Looker, Google Data Studio, Partner BI services (Qlik logo here), and Cloud AI Platform. " class="" loading="lazy" src="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/uuup7_IcIc0fwdUq5paY6ROLyl3z6cKUIliCY4HFuirKEWeShc2BJp6tgG5Pb62DpH6jtzcGGpE=e14-rj-sc0xffffff-w1502" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/uuup7_IcIc0fwdUq5paY6ROLyl3z6cKUIliCY4HFuirKEWeShc2BJp6tgG5Pb62DpH6jtzcGGpE=e14-rj-sc0xffffff-w3004 2x"> </picture> </div> </div> </div> </div> </div> </div> </section> <div class="cws-quote cws-background--grey"> <div class="cws-quote__asset"> <img alt="Merkle logo" class="" loading="lazy" src="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/yncK2SRcs58s6i4mZFOYyqlAwr5n-J0id8SWUqiu5balXOu34YwQ9_rk1AdQA6fu84Rwn6o-4Du3=e14-h33" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/yncK2SRcs58s6i4mZFOYyqlAwr5n-J0id8SWUqiu5balXOu34YwQ9_rk1AdQA6fu84Rwn6o-4Du3=e14-h66 2x"> </div> <p class="cws-quote__text cws-body--xlarge"> "Dataprep allows us to quickly explore new datasets, and its flexibility supports all our data transformation needs. Data preparation work at Merkle is now completed in minutes, not hours or days, accelerating our data preparation time by 90%." </p> <p class="cws-quote__attribution cws-headline--headline-6"> Henry Culver, IT Architect, Merkle </p> <a class=" cws-button cws-button--low-emphasis " href="/web/20230727014919/https://cloud.google.com/blog/products/gcp/google-cloud-dataprep-is-now-a-public-beta" track-name="read story" track-type="button" track-metadata-eventdetail="cloud.google.com/blog/products/gcp/google-cloud-dataprep-is-now-a-public-beta/" track-metadata-modifier="low-emphasis"> Read story </a> </div> <style> .logo-module .cws-logo-garden:not(.cws-logo-garden__interactive) .cws-logo-garden__list-item:nth-child(n+11) { display: none; } </style> <section class=" cws-spacer--section cws-border--top " track-metadata-module="customer logos" track-metadata-module_headline="our customers"> <div class="cws-spacer-5--bottom cws-text-center cws-grid"> <div class="cws-grid__col--span-12 cws-grid__col--span-10-lg cws-grid__col--offset-1-lg"> <h2 class="cws-headline--headline-4" id="our-customers" data-text="Our customers">Our customers</h2> </div> </div> <div class=" cws-logo-garden cws-logo-garden__interactive cws-logo-garden--no-border "> <ul class="cws-logo-garden__list"> <li class="cws-logo-garden__list-item"> <a href="/web/20230727014919/https://cloud.google.com/customers/craveable-brands" track-name="craveable brands logo" track-type="logo garden" track-metadata-eventdetail="cloud.google.com/customers/craveable-brands/" track-metadata-module="customer logos" track-metadata-module_headline="our customers" aria-label="Craveable Brands logo"> <img alt="Craveable Brands logo" class loading="lazy" src="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/yq8706BDA2nUtc7IutGWnCIjCufHolzvqFm0zTshOfiMBMjE_kZ1axBdY57eDf3U_8iOGB0cTBE=e14-rj-sc0xffffff-w160" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/yq8706BDA2nUtc7IutGWnCIjCufHolzvqFm0zTshOfiMBMjE_kZ1axBdY57eDf3U_8iOGB0cTBE=e14-rj-sc0xffffff-w320 2x"> </a> </li> <li class="cws-logo-garden__list-item"> <a href="/web/20230727014919/https://cloud.google.com/customers/travis-perkins" track-name="travis perkins logo" track-type="logo garden" track-metadata-eventdetail="cloud.google.com/customers/travis-perkins/" track-metadata-module="customer logos" track-metadata-module_headline="our customers" aria-label="Travis Perkins logo"> <img alt="Travis Perkins logo" class loading="lazy" src="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/MtO_KOVn_amT5ZGO85QJVi6363DghuisBa25MpAGnBxIlQy_xseCLoMesn_Lj5GYvV1F-k_eVT0f=e14-rj-sc0xffffff-w160" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/MtO_KOVn_amT5ZGO85QJVi6363DghuisBa25MpAGnBxIlQy_xseCLoMesn_Lj5GYvV1F-k_eVT0f=e14-rj-sc0xffffff-w320 2x"> </a> </li> <li class="cws-logo-garden__list-item"> <a href="/web/20230727014919/https://cloud.google.com/customers/unacast" track-name="unacast logo" track-type="logo garden" track-metadata-eventdetail="cloud.google.com/customers/unacast/" track-metadata-module="customer logos" track-metadata-module_headline="our customers" aria-label="Unacast logo"> <img alt="Unacast logo" class loading="lazy" src="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/tjFwJucQXo2DKzxj1YjsHu87M7crvshQXtRT6AVYWdLo2LokajvxHSfNF0LW7bRrUKLexZMMOt15aQ=e14-rj-sc0xffffff-w160" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/tjFwJucQXo2DKzxj1YjsHu87M7crvshQXtRT6AVYWdLo2LokajvxHSfNF0LW7bRrUKLexZMMOt15aQ=e14-rj-sc0xffffff-w320 2x"> </a> </li> <li class="cws-logo-garden__list-item"> <a href="/web/20230727014919/https://cloud.google.com/customers/chope" track-name="chope logo" track-type="logo garden" track-metadata-eventdetail="cloud.google.com/customers/chope/" track-metadata-module="customer logos" track-metadata-module_headline="our customers" aria-label="Chope logo"> <img alt="Chope logo" class loading="lazy" src="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/sttmmm032QfUNyB77cRS5DXjRaBRfr2FWHCGDfle7wz646UELp9-p_DDY4-b-trWrQwG3Ro4Qi5u=e14-rj-sc0xffffff-w160" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/sttmmm032QfUNyB77cRS5DXjRaBRfr2FWHCGDfle7wz646UELp9-p_DDY4-b-trWrQwG3Ro4Qi5u=e14-rj-sc0xffffff-w320 2x"> </a> </li> <li class="cws-logo-garden__list-item"> <a href="/web/20230727014919/https://cloud.google.com/customers/alpha-vertex" track-name="alpha vertex logo" track-type="logo garden" track-metadata-eventdetail="cloud.google.com/customers/alpha-vertex/" track-metadata-module="customer logos" track-metadata-module_headline="our customers" aria-label="Alpha Vertex logo"> <img alt="Alpha Vertex logo" class loading="lazy" src="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/HHia2Saug4X7ljwB5YRdWlRAVHGUJsus2HNZ7fEe8r5pX8wnjzR51jipilLnRL9uqqGJDF5OqU0=e14-rj-sc0xffffff-w160" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/HHia2Saug4X7ljwB5YRdWlRAVHGUJsus2HNZ7fEe8r5pX8wnjzR51jipilLnRL9uqqGJDF5OqU0=e14-rj-sc0xffffff-w320 2x"> </a> </li> <li class="cws-logo-garden__list-item"> <a href="/web/20230727014919/https://cloud.google.com/customers/fpm" track-name="foundation for precision medicine logo" track-type="logo garden" track-metadata-eventdetail="cloud.google.com/customers/fpm/" track-metadata-module="customer logos" track-metadata-module_headline="our customers" aria-label="Foundation For Precision Medicine logo"> <img alt="Foundation For Precision Medicine logo" class loading="lazy" src="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/4AHzq53c1LY85XgGQN24mj7Xckh3jFUdnBpUn8XKbq3g02hiUlZmlvkJ8Dgz7qA5PobEddlYxCuP=e14-rj-sc0xffffff-w160" srcset="http://web.archive.org/web/20230727014919im_/https://lh3.googleusercontent.com/4AHzq53c1LY85XgGQN24mj7Xckh3jFUdnBpUn8XKbq3g02hiUlZmlvkJ8Dgz7qA5PobEddlYxCuP=e14-rj-sc0xffffff-w320 2x"> </a> </li> </ul> </div> <div class="cws-text-center cws-spacer-4--top"> <a class=" cws-button cws-button--low-emphasis " href="http://web.archive.org/web/20230727014919/https://cloud.google.com/customers#/products=Big_Data_Analytics" track-name="read more case studies" track-type="button" track-metadata-eventdetail="cloud.google.com/customers" track-metadata-modifier="low-emphasis"> Read more case studies </a> </div> </section> <div class="cws-spacer--section cws-border--top" track-metadata-module="technical resources" track-metadata-module_headline="resources"> <div class="cws-spacer-5--bottom cws-text-center cws-grid"> <div class="cws-grid__col--span-12 cws-grid__col--span-10-lg cws-grid__col--offset-1-lg"> <h2 class="cws-headline--headline-4" id="resources-and-integrations" data-text=" Resources "> Resources </h2> </div> </div> <ul class="cws-grid cws-cards cws-cards--compact"> <li class="cws-grid__col--span-4"> <a class="cws-card" href="/web/20230727014919/https://cloud.google.com/dataprep/docs/quickstarts/quickstart-dataprep" track-name="get started with the dataprep quickstart" track-type="card" track-metadata-eventdetail="cloud.google.com/dataprep/docs/quickstarts/quickstart-dataprep" track-metadata-position="technical resources" track-metadata-module="technical resources" track-metadata-parent_type="technical resources" track-metadata-child_headline="get started with the dataprep quickstart"> <div class="cws-card__inner"> <div class=" cws-card__asset cws-card__asset--icon cws-card__asset--icon-small "> <img alt="Document icon" class loading="lazy" src="http://web.archive.org/web/20230727014919im_/https://kstatic.googleusercontent.com/files/0e9dc0aa937761f8c5daa07beddf8ef4c79931a6f68592b0b817b46664ddcc54ea3d8c3d32ccfc52f61ac5d7446dc3fea634315eb6560e70158a01e6bfb79869"> </div> <div class="cws-card__content"> <div class="cws-headline cws-headline--headline-5">Get started with the Dataprep quickstart</div> </div> <div class=" cws-card__cta "> <span class="cws-button cws-button--low-emphasis"> View quickstart </span> </div> </div> </a> </li> <li class="cws-grid__col--span-4"> <a class="cws-card" href="http://web.archive.org/web/20230727014919/https://docs.trifacta.com/display/DP/Release+Notes+for+Cloud+Dataprep" target="_blank" rel="noopener" track-name="dataprep product announcements and updates" track-type="card" track-metadata-eventdetail="docs.trifacta.com/display/DP/Release+Notes+for+Cloud+Dataprep" track-metadata-position="technical resources" track-metadata-module="technical resources" track-metadata-parent_type="technical resources" track-metadata-child_headline="dataprep product announcements and updates"> <div class="cws-card__inner"> <div class=" cws-card__asset cws-card__asset--icon cws-card__asset--icon-small "> <img alt="Document icon" class loading="lazy" src="http://web.archive.org/web/20230727014919im_/https://kstatic.googleusercontent.com/files/0e9dc0aa937761f8c5daa07beddf8ef4c79931a6f68592b0b817b46664ddcc54ea3d8c3d32ccfc52f61ac5d7446dc3fea634315eb6560e70158a01e6bfb79869"> </div> <div class="cws-card__content"> <div class="cws-headline cws-headline--headline-5">Dataprep product announcements and updates</div> </div> <div class=" cws-card__cta "> <span class="cws-button cws-button--low-emphasis"> View documentation </span> </div> </div> </a> </li> <li class="cws-grid__col--span-4"> <a class="cws-card" href="http://web.archive.org/web/20230727014919/https://stackoverflow.com/questions/tagged/google-cloud-dataprep/" target="_blank" rel="noopener" track-name="engage with other dataprep users on stack overflow" track-type="card" track-metadata-eventdetail="stackoverflow.com/questions/tagged/google-cloud-dataprep/" track-metadata-position="technical resources" track-metadata-module="technical resources" track-metadata-parent_type="technical resources" track-metadata-child_headline="engage with other dataprep users on stack overflow"> <div class="cws-card__inner"> <div class=" cws-card__asset cws-card__asset--icon cws-card__asset--icon-small "> <img alt="Document icon" class loading="lazy" src="http://web.archive.org/web/20230727014919im_/https://kstatic.googleusercontent.com/files/0e9dc0aa937761f8c5daa07beddf8ef4c79931a6f68592b0b817b46664ddcc54ea3d8c3d32ccfc52f61ac5d7446dc3fea634315eb6560e70158a01e6bfb79869"> </div> <div class="cws-card__content"> <div class="cws-headline cws-headline--headline-5">Engage with other Dataprep users on Stack Overflow</div> </div> <div class=" cws-card__cta "> <span class="cws-button cws-button--low-emphasis"> Learn more </span> </div> </div> </a> </li> <li class="cws-grid__col--span-4"> <a class="cws-card" href="http://web.archive.org/web/20230727014919/https://www.trifacta.com/cloud-dataprep-faq/" target="_blank" rel="noopener" track-name="dataprep by trifacta faqs" track-type="card" track-metadata-eventdetail="www.trifacta.com/cloud-dataprep-faq/" track-metadata-position="technical resources" track-metadata-module="technical resources" track-metadata-parent_type="technical resources" track-metadata-child_headline="dataprep by trifacta faqs"> <div class="cws-card__inner"> <div class=" cws-card__asset cws-card__asset--icon cws-card__asset--icon-small "> <img alt="Document icon" class loading="lazy" src="http://web.archive.org/web/20230727014919im_/https://kstatic.googleusercontent.com/files/0e9dc0aa937761f8c5daa07beddf8ef4c79931a6f68592b0b817b46664ddcc54ea3d8c3d32ccfc52f61ac5d7446dc3fea634315eb6560e70158a01e6bfb79869"> </div> <div class="cws-card__content"> <div class="cws-headline cws-headline--headline-5">Dataprep by Trifacta FAQs</div> <div class="cws-body">Learn how Trifacta complies with security, privacy, and data protection.</div> </div> <div class=" cws-card__cta "> <span class="cws-button cws-button--low-emphasis"> Learn more </span> </div> </div> </a> </li> <li class="cws-grid__col--span-4"> <a class="cws-card" href="http://web.archive.org/web/20230727014919/https://www.trifacta.com/blog/automate-cloud-dataprep-pipeline/" target="_blank" rel="noopener" track-name="automate dataprep pipelines on file arrival with cloud functions" track-type="card" track-metadata-eventdetail="www.trifacta.com/blog/automate-cloud-dataprep-pipeline/" track-metadata-position="technical resources" track-metadata-module="technical resources" track-metadata-parent_type="technical resources" track-metadata-child_headline="automate dataprep pipelines on file arrival with cloud functions"> <div class="cws-card__inner"> <div class=" cws-card__asset cws-card__asset--icon cws-card__asset--icon-small "> <img alt="Blog icon" class loading="lazy" src="http://web.archive.org/web/20230727014919im_/https://kstatic.googleusercontent.com/files/cfe5648ab0e9478c60d4a9284c08994caecd454989808077adaf14aac97b82669b7e2525b2ffacf97f254401c0ce508d5ea1f5705a7a49e50f486d9cf5f4c567"> </div> <div class="cws-card__content"> <div class="cws-headline cws-headline--headline-5">Automate Dataprep pipelines on file arrival with Cloud Functions</div> </div> <div class=" cws-card__cta "> <span class="cws-button cws-button--low-emphasis"> Read blog post </span> </div> </div> </a> </li> <li class="cws-grid__col--span-4"> <a class="cws-card" href="http://web.archive.org/web/20230727014919/https://www.cloudskillsboost.google/focuses/610?locale=en&parent=catalog" target="_blank" rel="noopener" track-name="working with the dataprep self-paced lab" track-type="card" track-metadata-eventdetail="www.cloudskillsboost.google/focuses/610" track-metadata-position="technical resources" track-metadata-module="technical resources" 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data-cloud-main-text="Take the next step" id="take-the-next-step" track-metadata-position="bottom" track-metadata-module="take the next step"> <div class=" cws-page "> <div class="cloud-section--large cws-grid"> <style> .next-steps-headline { margin-bottom: 28px; } </style> <div class=" cws-grid__col--span-6 cws-grid__col--offset-1 "> <div class="next-steps-headline"> <h2 class="cws-headline--headline-4" id="take-the-next-step" data-text="Take the next step">Take the next step</h2> </div> <div class="cws-spacer-4--bottom"> <p class="cws-body--large">Start building on Google Cloud with $300 in free credits and 20+ always free products.</p> </div> <div class=" cws-button__set cws-button__set--with-margin "> <a class="cws-button cws-button--high-emphasis" href="http://web.archive.org/web/20230727014919/https://console.cloud.google.com/freetrial" target="_blank" rel="noopener" referrerpolicy="no-referrer-when-downgrade" track-name="try it free" track-type="button" 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