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<!DOCTYPE html><html><head><meta charSet="UTF-8"/><meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=1"/><title>Databricks with Plotly</title><meta name="title" content="Databricks with Plotly"/><meta name="description" content="Use Plotly’s Dash web app framework with Databricks (Python SQL connector, Jobs API, CLI, databricks-connect-v2) for at-scale production data apps."/><meta name="twitter:title" content="Databricks with Plotly"/><meta name="twitter:description" content="Use Plotly’s Dash web app framework with Databricks (Python SQL connector, Jobs API, CLI, databricks-connect-v2) for at-scale production data apps."/><meta name="twitter:image" content="https://images.prismic.io/plotly-marketing-website-2/ZlEKsyol0Zci9cAH_Databrickspartner.png?auto=format,compress?auto=compress,format"/><meta name="twitter:card" content="summary_large_image"/><meta name="twitter:site" content="@plotlygraphs"/><meta name="twitter:creator" content="@plotlygraphs"/><meta property="og:title" content="Databricks with Plotly"/><meta property="og:description" content="Use Plotly’s Dash web app framework with Databricks (Python SQL connector, Jobs API, CLI, databricks-connect-v2) for at-scale production data apps."/><meta property="og:url" content="dash/databricks"/><meta property="og:type" content="website"/><meta property="og:image" content="https://images.prismic.io/plotly-marketing-website-2/ZlEKsyol0Zci9cAH_Databrickspartner.png?auto=format,compress?auto=compress,format"/><meta property="og:image:type" content="image/jpg"/><meta property="og:image:url" content="https://images.prismic.io/plotly-marketing-website-2/ZlEKsyol0Zci9cAH_Databrickspartner.png?auto=format,compress?auto=compress,format"/><meta property="og:image:secure_url" content="https://images.prismic.io/plotly-marketing-website-2/ZlEKsyol0Zci9cAH_Databrickspartner.png?auto=format,compress?auto=compress,format"/><meta name="robots" content="index, follow"/><meta property="og:image:alt" content="Plotly"/><meta property="og:image:width" content="50"/><meta property="og:image:height" content="50"/><meta property="og:locale" content="en_IE"/><link rel="icon" type="image/x-icon" href="favicon.ico"/><link rel="icon" id="favicon" type="image/svg+xml" href="https://images.prismic.io/plotly-marketing-website-2/798854a2-209b-4e03-959f-965613354c4f_favicon_new_white.png?auto=compress,format"/><script type="application/ld+json">{"@context":"https://schema.org","@type":"Corporation","name":"Plotly","url":"https://plotly.com/","description":"Plotly is a software company whose mission is to enable every company, around the world, to build data apps.","logo":"https://images.prismic.io/plotly-marketing-website-2/a8e0a665-64b3-4d45-8f06-36ab5c165a65_google-search-logo.png","sameAs":["https://www.facebook.com/Plotly/","https://twitter.com/plotlygraphs","https://www.linkedin.com/company/plotly/","https://www.instagram.com/plotly/","https://github.com/plotly"]}</script><script type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":"1","name":"Dash","item":"https://plotly.com/dash/"},{"@type":"ListItem","position":"2","name":"Databricks with Plotly","item":"https://plotly.com/dash/databricks/"}]}</script><meta name="next-head-count" content="28"/><meta name="robots" content="index,follow"/><script id="__NEXT_DATA__" type="application/json">{"props":{"pageProps":{"pageData":{"id":"ZlEY5hAAACYAgzkH","uid":"databricks","url":null,"type":"dash_pages","href":"https://plotly-marketing-website-2.cdn.prismic.io/api/v2/documents/search?ref=Z0D1mxEAAB8ArPB1\u0026q=%5B%5B%3Ad+%3D+at%28document.id%2C+%22ZlEY5hAAACYAgzkH%22%29+%5D%5D","tags":[],"first_publication_date":"2024-05-24T22:52:20+0000","last_publication_date":"2024-11-12T16:04:03+0000","slugs":["databricks-and-plotly-dash---connection-options"],"linked_documents":[],"lang":"en-us","alternate_languages":[],"data":{"body":[{"primary":{"animation":true,"color_1":null,"color_2":null,"color_3":null,"static_background":false},"items":[{}],"id":"subtle_animation$e9502067-25e2-4e25-97f8-deb84e0e92a5","slice_type":"subtle_animation","slice_label":null},{"primary":{"hero_subtitle":"SOLUTIONS","hero_title":"Databricks with Plotly","hero_title_width":"100%","image":{"link_type":"Media"},"multiple_image":[],"media_alt":"Databricks with Plotly","hero_description":[{"type":"paragraph","text":"The founders of Databricks created Apache Spark, as well as other open-source data science and machine learning projects, making them valued Plotly partners. 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h6{font-family:var(--chakra-fonts-heading);font-size:var(--chakra-fontSizes-sm);font-weight:var(--chakra-fontWeights-bold);}.css-1epuec8 strong{color:var(--chakra-colors-accentPrimary);}.css-1epuec8 p{color:var(--chakra-colors-bodyText);font-size:var(--chakra-fontSizes-xl);}</style><div class="css-1epuec8"><style data-emotion="css 1153lrp">.css-1153lrp{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;gap:var(--chakra-space-5);}</style><div class="chakra-stack css-1153lrp"><h2>Databricks and Plotly Dash - Connection Options</h2><style data-emotion="css 1fxkrq">.css-1fxkrq{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;margin:0px;width:100%;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center;text-align:center;}.css-1fxkrq 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data-emotion="css g5r5mg">.css-g5r5mg{width:var(--chakra-sizes-full);max-width:100%;text-align:initial;-webkit-align-items:initial;-webkit-box-align:initial;-ms-flex-align:initial;align-items:initial;}.css-g5r5mg a{color:var(--chakra-colors-accentPrimary);font-size:var(--chakra-fontSizes-xl);}@media screen and (min-width: 240px){.css-g5r5mg h2{font-size:var(--chakra-fontSizes-4xl);}}@media screen and (min-width: 960px){.css-g5r5mg h2{font-size:var(--chakra-fontSizes-5xl);}}.css-g5r5mg ul{list-style:none;}@media screen and (min-width: 768px){.css-g5r5mg{width:40%;}}</style><div class="css-g5r5mg"><style data-emotion="css 170dn7z">.css-170dn7z{font-family:var(--chakra-fonts-heading);font-weight:var(--chakra-fontWeights-bold);font-size:var(--chakra-fontSizes-5xl);padding-bottom:var(--chakra-space-2);}</style><h2 class="chakra-heading css-170dn7z">Python SQL Connector with SQLAlchemy</h2><style data-emotion="css 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a{font-size:var(--chakra-fontSizes-lg);}}.css-1372fe5 a:hover,.css-1372fe5 a[data-hover]{-webkit-text-decoration:underline!important;text-decoration:underline!important;}.css-1372fe5 >:not(:first-of-type){padding-top:var(--chakra-space-4);}.css-1372fe5 strong{padding-top:var(--chakra-space-4);}.css-1372fe5 em{font-size:var(--chakra-fontSizes-2-75xl);font-weight:600;font-style:unset;color:var(--chakra-colors-textPrimary);}</style><div class="css-1372fe5"><ul><li><a href="https://dash.plotly.com/dash-with-databricks-sql">View the Dash documentation →</a></li></ul></div></div><style data-emotion="css qg7tq2">.css-qg7tq2{width:var(--chakra-sizes-full);padding-top:var(--chakra-space-6);color:var(--chakra-colors-bodyText);font-size:var(--chakra-fontSizes-lg);}.css-qg7tq2 ul{list-style:none;}.css-qg7tq2 h1{font-family:var(--chakra-fonts-heading);fontsize:6xl;}.css-qg7tq2 p{color:var(--chakra-colors-bodyText);font-size:var(--chakra-fontSizes-md);}@media screen and (min-width: 960px){.css-qg7tq2 p{font-size:var(--chakra-fontSizes-xl);}}.css-qg7tq2 ol{list-style:inside;list-style-type:decimal;}.css-qg7tq2 li{color:var(--chakra-colors-bodyText);font-size:var(--chakra-fontSizes-md);}@media screen and (min-width: 240px){.css-qg7tq2 li{font-size:var(--chakra-fontSizes-xl);}}@media screen and (min-width: 960px){.css-qg7tq2 li{font-size:var(--chakra-fontSizes-lg);}}.css-qg7tq2 li:not(:first-of-type){padding-top:var(--chakra-space-3);}.css-qg7tq2 a{color:var(--chakra-colors-accentPrimary);font-weight:600;padding-top:var(--chakra-space-3);}.css-qg7tq2 a:hover,.css-qg7tq2 a[data-hover]{-webkit-text-decoration:underline!important;text-decoration:underline!important;}.css-qg7tq2 >:not(:first-of-type){padding-top:var(--chakra-space-4);}.css-qg7tq2 strong{padding-top:var(--chakra-space-4);}.css-qg7tq2 em{font-size:var(--chakra-fontSizes-2-75xl);font-weight:600;font-style:unset;color:var(--chakra-colors-textPrimary);}.css-qg7tq2 .code{font-family:monospace;background-color:var(--chakra-colors-codeBackground);border:0.1px solid;border-color:var(--chakra-colors-codeBorder);border-radius:3px;font-size:95%;color:var(--chakra-colors-codeColor);font-weight:600;padding-left:3px;padding-right:3px;}.css-qg7tq2 .list{position:relative;display:inline-block;padding-left:var(--chakra-space-4);margin-left:var(--chakra-space-2);width:97%;}.css-qg7tq2 .list:before{content:"•";position:absolute;left:var(--chakra-space-1);}@media screen and (min-width: 768px){.css-qg7tq2{width:55%;padding-top:initial;}}</style><div class="css-qg7tq2"><ul><li>Seamlessly build Dash Apps on a Lakehouse with Databricks SQL. Use the Databricks SQL Connector for Python to connect to Dash and run SQL commands on Databricks clusters and warehouses.</li></ul></div></div></div></li><li class="splide__slide"><div class="css-otsidp"><div class="chakra-aspect-ratio css-1m7tg19"><div class="css-lggpzz"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:absolute;top:0;left:0;bottom:0;right:0"><img alt="Jobs API" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="fill" class="css-g98gbd" style="position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%;object-fit:contain"/><noscript><img alt="Jobs API" loading="lazy" decoding="async" data-nimg="fill" style="position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%;object-fit:contain" class="css-g98gbd" sizes="100vw" srcSet="https://prismic-io.s3.amazonaws.com/plotly-marketing-website-2/1f8d9587-1b3e-43a1-9656-8f5689931b18_JobsAPI.png?auto=format&fit=max&w=640 640w, https://prismic-io.s3.amazonaws.com/plotly-marketing-website-2/1f8d9587-1b3e-43a1-9656-8f5689931b18_JobsAPI.png?auto=format&fit=max&w=750 750w, https://prismic-io.s3.amazonaws.com/plotly-marketing-website-2/1f8d9587-1b3e-43a1-9656-8f5689931b18_JobsAPI.png?auto=format&fit=max&w=828 828w, https://prismic-io.s3.amazonaws.com/plotly-marketing-website-2/1f8d9587-1b3e-43a1-9656-8f5689931b18_JobsAPI.png?auto=format&fit=max&w=1080 1080w, https://prismic-io.s3.amazonaws.com/plotly-marketing-website-2/1f8d9587-1b3e-43a1-9656-8f5689931b18_JobsAPI.png?auto=format&fit=max&w=1200 1200w, https://prismic-io.s3.amazonaws.com/plotly-marketing-website-2/1f8d9587-1b3e-43a1-9656-8f5689931b18_JobsAPI.png?auto=format&fit=max&w=1920 1920w, https://prismic-io.s3.amazonaws.com/plotly-marketing-website-2/1f8d9587-1b3e-43a1-9656-8f5689931b18_JobsAPI.png?auto=format&fit=max&w=2048 2048w, https://prismic-io.s3.amazonaws.com/plotly-marketing-website-2/1f8d9587-1b3e-43a1-9656-8f5689931b18_JobsAPI.png?auto=format&fit=max&w=3840 3840w" src="https://prismic-io.s3.amazonaws.com/plotly-marketing-website-2/1f8d9587-1b3e-43a1-9656-8f5689931b18_JobsAPI.png?auto=format&fit=max&w=3840"/></noscript></span></div></div><div class="css-m3ah1n"><div class="css-g5r5mg"><h2 class="chakra-heading css-170dn7z">Jobs API</h2><div class="css-1372fe5"><ul><li><a href="https://docs.databricks.com/api/workspace/jobs">Check out the Databricks documentation →</a></li></ul></div></div><div class="css-qg7tq2"><ul><li>Use the Databricks Jobs API to run a data processing task for your Dash app in a cluster with scalable resources. Suitable for single tasks or large, multi-task workflows.</li></ul></div></div></div></li><li class="splide__slide"><div class="css-otsidp"><div class="chakra-aspect-ratio css-1m7tg19"><div class="css-lggpzz"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:absolute;top:0;left:0;bottom:0;right:0"><img alt="Databricks Connect v2" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="fill" class="css-g98gbd" style="position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%;object-fit:contain"/><noscript><img alt="Databricks Connect v2" loading="lazy" decoding="async" data-nimg="fill" style="position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%;object-fit:contain" class="css-g98gbd" sizes="100vw" srcSet="https://prismic-io.s3.amazonaws.com/plotly-marketing-website-2/a430e064-5787-497b-9a0f-bf64a6e8fd03_DBConnectv2.png?auto=format&fit=max&w=640 640w, https://prismic-io.s3.amazonaws.com/plotly-marketing-website-2/a430e064-5787-497b-9a0f-bf64a6e8fd03_DBConnectv2.png?auto=format&fit=max&w=750 750w, https://prismic-io.s3.amazonaws.com/plotly-marketing-website-2/a430e064-5787-497b-9a0f-bf64a6e8fd03_DBConnectv2.png?auto=format&fit=max&w=828 828w, https://prismic-io.s3.amazonaws.com/plotly-marketing-website-2/a430e064-5787-497b-9a0f-bf64a6e8fd03_DBConnectv2.png?auto=format&fit=max&w=1080 1080w, https://prismic-io.s3.amazonaws.com/plotly-marketing-website-2/a430e064-5787-497b-9a0f-bf64a6e8fd03_DBConnectv2.png?auto=format&fit=max&w=1200 1200w, https://prismic-io.s3.amazonaws.com/plotly-marketing-website-2/a430e064-5787-497b-9a0f-bf64a6e8fd03_DBConnectv2.png?auto=format&fit=max&w=1920 1920w, https://prismic-io.s3.amazonaws.com/plotly-marketing-website-2/a430e064-5787-497b-9a0f-bf64a6e8fd03_DBConnectv2.png?auto=format&fit=max&w=2048 2048w, https://prismic-io.s3.amazonaws.com/plotly-marketing-website-2/a430e064-5787-497b-9a0f-bf64a6e8fd03_DBConnectv2.png?auto=format&fit=max&w=3840 3840w" src="https://prismic-io.s3.amazonaws.com/plotly-marketing-website-2/a430e064-5787-497b-9a0f-bf64a6e8fd03_DBConnectv2.png?auto=format&fit=max&w=3840"/></noscript></span></div></div><div class="css-m3ah1n"><div class="css-g5r5mg"><h2 class="chakra-heading css-170dn7z">Databricks Connect v2</h2><div class="css-1372fe5"><ul><li><a href="https://www.databricks.com/blog/2023/04/18/use-databricks-anywhere-databricks-connect-v2.html">Read the Databricks blog →</a></li></ul></div></div><div class="css-qg7tq2"><ul><li>With Databricks Connect v2, connect to Dash directly to your Databricks Lakehouse and use Dash Enterprise Workspaces IDE for interactive development and debugging.</li></ul></div></div></div></li></ul></div></div></div></div><style data-emotion="css 1kxye90">.css-1kxye90{width:100%;height:2px;background-image:linear-gradient(to right, var(--chakra-colors-gradientStart), var(--chakra-colors-gradientEndSecondary));}</style><div class="css-1kxye90"></div></div></div></div></div></div></div><style data-emotion="css irpf9t">.css-irpf9t{position:relative;padding-top:var(--chakra-space-16);padding-bottom:var(--chakra-space-16);border-top:0.5px solid;border-color:var(--chakra-colors-border);background:#000000;}.css-irpf9t .button-holder:hover a{color:var(--chakra-colors-white);}@media screen and (min-width: 768px){.css-irpf9t{padding-top:var(--chakra-space-20);padding-bottom:var(--chakra-space-20);}}@media screen and (min-width: 960px){.css-irpf9t{padding-top:var(--chakra-space-32);padding-bottom:var(--chakra-space-32);}}</style><section class="css-irpf9t"><style data-emotion="css b5jnn1">.css-b5jnn1{width:100%;-webkit-margin-start:auto;margin-inline-start:auto;-webkit-margin-end:auto;margin-inline-end:auto;-webkit-padding-start:var(--chakra-space-4);padding-inline-start:var(--chakra-space-4);-webkit-padding-end:var(--chakra-space-4);padding-inline-end:var(--chakra-space-4);max-width:1200px;text-align:center;}</style><div class="chakra-container css-b5jnn1"><style data-emotion="css mjbegz">.css-mjbegz{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:justify;-webkit-justify-content:space-between;justify-content:space-between;-webkit-box-flex-wrap:wrap;-webkit-flex-wrap:wrap;-ms-flex-wrap:wrap;flex-wrap:wrap;}</style><div class="css-mjbegz"><style data-emotion="css 109sfh4">.css-109sfh4{width:100%;}@media screen and (min-width: 960px){.css-109sfh4{width:68%;}}</style><div class="css-109sfh4"><style data-emotion="css d8k6u2">.css-d8k6u2{font-family:var(--chakra-fonts-heading);font-weight:var(--chakra-fontWeights-bold);font-size:38px;color:var(--chakra-colors-textPrimary);text-align:center;}@media screen and (min-width: 960px){.css-d8k6u2{font-size:58px;text-align:left;}}</style><h2 class="chakra-heading css-d8k6u2">Build. Deploy. Scale.</h2><style data-emotion="css 1kspdrj">.css-1kspdrj{color:var(--chakra-colors-bodyText);width:100%;}@media screen and (min-width: 240px){.css-1kspdrj{text-align:center;}}@media screen and (min-width: 960px){.css-1kspdrj{text-align:left;}}@media screen and (min-width: 1200px){.css-1kspdrj{width:68%;}}</style><p class="chakra-text css-1kspdrj"></p></div><style data-emotion="css 1eecb61">.css-1eecb61{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;padding-top:30px;width:100%;-webkit-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center;}@media screen and (min-width: 960px){.css-1eecb61{padding-top:0px;width:30%;-webkit-box-pack:end;-ms-flex-pack:end;-webkit-justify-content:flex-end;justify-content:flex-end;}}</style><div class="css-1eecb61"><a href="/contact-sales/"><style data-emotion="css 1i9h2rp">.css-1i9h2rp{padding:11px 24px;min-width:210px;cursor:pointer;font-size:var(--chakra-fontSizes-xl);color:var(--chakra-colors-textPrimary);letter-spacing:2.2px;font-weight:700;text-transform:uppercase;border:solid 1.5px transparent;border-radius:8px;box-shadow:2px 1000px 1px #0C0C0C inset;background-image:linear-gradient(135deg, #7A76FF, #7A76FF, #7FE4FF);-webkit-background-size:200% 100%;background-size:200% 100%;-webkit-background-position:99%;background-position:99%;-webkit-background-clip:border-box,content-box;background-clip:border-box,content-box;}.css-1i9h2rp a:hover{color:var(--chakra-colors-white);}.css-1i9h2rp:hover,.css-1i9h2rp[data-hover]{-webkit-transition:all .4s ease-in-out;transition:all .4s ease-in-out;background:#7A76FF;-webkit-background-position:0%;background-position:0%;color:var(--chakra-colors-white);box-shadow:2px 1000px 1px #7A76FF inset!important;}</style><div class="button-holder css-1i9h2rp">Contact Sales</div></a></div></div></div></section></div></main><div class="css-1a2dkud"><style data-emotion="css 6iary9">.css-6iary9{position:relative;border-top:0.5px solid;border-color:var(--chakra-colors-border);color:var(--chakra-colors-textPrimary);padding-top:35px;padding-bottom:35px;}@media screen and (min-width: 960px){.css-6iary9{padding-top:80px;padding-bottom:var(--chakra-space-10);}}</style><footer class="css-6iary9"><style data-emotion="css j221ct">.css-j221ct{width:100%;-webkit-margin-start:auto;margin-inline-start:auto;-webkit-margin-end:auto;margin-inline-end:auto;-webkit-padding-start:var(--chakra-space-4);padding-inline-start:var(--chakra-space-4);-webkit-padding-end:var(--chakra-space-4);padding-inline-end:var(--chakra-space-4);max-width:1400px;}</style><div class="chakra-container css-j221ct"><style data-emotion="css 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