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width: 64px; height: 64px; background: #116149; box-shadow: ; transition: 1000ms cubic-bezier(0.165, 0.840, 0.440, 1.000);"></div><div class="absolute" style="transform: translate(0px, 0px); width: 64px; height: 64px; background: rgba(255,255,255,0.4); box-shadow: -3px 5px 8px rgba(136, 136, 136, .3); transition: 1000ms cubic-bezier(0.165, 0.840, 0.440, 1.000);"></div><div class="absolute" style="transform: translate(0px, 0px); width: 32px; height: 32px; background: #13AA52; box-shadow: ; transition: 1000ms cubic-bezier(0.165, 0.840, 0.440, 1.000);"></div><div class="absolute" style="transform: translate(0px, 0px); width: 48px; height: 48px; background: rgba(230,230,230,0.4); box-shadow: ; transition: 1000ms cubic-bezier(0.165, 0.840, 0.440, 1.000);"></div></div></div></div><section style="background: #FAFBFC;" class="p-25"><small class="txt-center disp-block mediumGray" style="letter-spacing: 2px;"><b>THE DOCUMENT MODEL</b></small><h2 class="m-v-0 m-auto p-t-10 p-b-20 txt-center dark-green fnt-36 w-max-700 fnt-light"><span>As a programmer, you think in objects. Now your database does too.</span></h2><div class="fl-center"><h5 class="m-0 p-v-10 txt-center fnt-light w-max-800 fnt-24 dark-gray"><span>MongoDB is a document database, which means it stores data in JSON-like documents. We believe this is the most natural way to think about data, and is much more expressive and powerful than the traditional row/column model. </span></h5></div></section><div style="background: #FAFBFC;"><section class="fl fl-justify-around fl-items-center w-max-1200 m-auto p-v-25 fl-wrap p-h-20"><div class="relative fl-1 fl-full-if-lt-800 w-full w-max-565 p-10"><div class="absolute w-full h-full hide-lt-800" style="top: 30%; right: 50%; background-size: 100%; background-repeat: no-repeat; background-image: url('https://webassets.mongodb.com/_com_assets/cms/shadow-dots-41y54qfxqz.svg');"></div><div class="relative"><div class="relative h-330 w-565"></div><div class="absolute top left h-330 w-full w-max-565 b-r-4 fnt-menlo overflow-hidden" style="background-color: #21313C; box-shadow: 0 2px 10px 0 rgba(26,26,26,0.35);"><div class="h-30 w-full fl fl-center-y p-h-10" style="background-color: #44525B;"><div class="clickable w-10 h-10 m-5 b-r-full" style="background-color: #FF5952;"></div><div class="clickable w-10 h-10 m-5 b-r-full" style="background-color: #E7BF2A;"></div><div class="clickable w-10 h-10 m-5 b-r-full" style="background-color: #54C22C;"></div></div><pre><code class="lang-javascript">{
"_id": "5cf0029caff5056591b0ce7d",
"firstname": "Jane",
"lastname": "Wu",
"address": {
"street": "1 Circle Rd",
"city": "Los Angeles",
"state": "CA",
"zip": "90404"
},
"hobbies": ["surfing", "coding"]
}</code></pre></div><div class="w-full h-full hide-lt-800" style="z-index: -1; position: absolute; top: 86px; right: 290px; background-size: 100% 100%; background-image: url('https://webassets.mongodb.com/_com_assets/cms/shadow-dots-41y54qfxqz.svg');"></div></div></div><div class="fl-1 fl-full-if-lt-800 w-full w-max-565 w-min-300 fl-center p-v-20 p-h-30"><div class="w-full w-max-445"><div class="relative"><div class="absolute" style="width: 1px; height: 1px; top: -200px; background: transparent;"></div><div class="absolute" style="width: 1px; height: 1px; bottom: -200px; background: transparent;"></div><img class="hide-lt-800 w-45 m-b-15" alt src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAMAAAACCAQAAAA3fa6RAAAADklEQVR42mNkAANGCAUAACMAA2w/AMgAAAAASUVORK5CYII=" /></div><h2 class="fnt-light dark-green m-0"><span>Rich JSON Documents</span></h2><div class="fnt-18 dark-gray bullets-circle m-b-0-children"><ul class="bullets"><li><p>The most natural and productive way to work with data.</p></li><li><p>Supports arrays and nested objects as values.</p></li><li><p>Allows for flexible and dynamic schemas.</p></li></ul></div></div></div></section></div><div style="background: #FAFBFC;"><section class="fl fl-row-reverse fl-justify-around fl-items-center w-max-1200 m-auto p-v-25 fl-wrap p-h-20"><div class="relative fl-1 fl-full-if-lt-800 w-full w-max-565 p-10"><div class="absolute w-full h-full hide-lt-800" style="top: 30%; right: -50%; background-size: 100%; background-repeat: no-repeat; background-image: url('https://webassets.mongodb.com/_com_assets/cms/shadow-dots-41y54qfxqz.svg');"></div><div class="relative"><div class="relative h-330 w-565"></div><div class="absolute top left h-330 w-full w-max-565 b-r-4 fnt-menlo overflow-hidden" style="background-color: #21313C; box-shadow: 0 2px 10px 0 rgba(26,26,26,0.35);"><div class="h-30 w-full fl fl-center-y p-h-10" style="background-color: #44525B;"><div class="clickable w-10 h-10 m-5 b-r-full" style="background-color: #FF5952;"></div><div class="clickable w-10 h-10 m-5 b-r-full" style="background-color: #E7BF2A;"></div><div class="clickable w-10 h-10 m-5 b-r-full" style="background-color: #54C22C;"></div></div><pre><code class="lang-javascript">> db.users.find({ "address.zip" : "90404" })
{ "_id": "5cf0029caff5056591b0ce7d", "firstname": "Jane", "lastname": "Wu", "address":{}}
{ "_id": "507f1f77bcf86cd799439011", "firstname": "Jon", "lastname": "Davis", "address":{}}
{ "_id": "5349b4ddd2781d08c09890f3", "firstname": "Jim", "lastname": "White", "address":{}}
{ "_id": "5bf142459b72e12b2b1b2cd", "firstname": "Jeff", "lastname": "Taylor", "address":{}}
{ "_id": "5cf003283b23d04a40d5f88a", "firstname": "Jerry", "lastname": "Miller", "address":{}}
{ "_id": "5bf142459b72e12b2b1b2cd", "firstname": "Jai", "lastname": "Williams", "address":{}}
{ "_id": "5cf0036deaa1742dd225ea35", "firstname": "Jess", "lastname": "Johnson", "address":{}}
{ "_id": "54495ad94c934721ede76d90", "firstname": "Jill", "lastname": "Brown", "address":{}}
{ "_id": "566eb3c704c7b31facbb0007", "firstname": "Janet", "lastname": "Jones", "address":{}}
{ "_id": "5a999cc461d36489a27f2563", "firstname": "Jan", "lastname": "Smith", "address":{}}</code></pre></div><div class="w-full h-full hide-lt-800" style="z-index: -1; position: absolute; top: 86px; right: -290px; background-size: 100% 100%; background-image: url('https://webassets.mongodb.com/_com_assets/cms/shadow-dots-41y54qfxqz.svg');"></div></div></div><div class="fl-1 fl-full-if-lt-800 w-full w-max-565 w-min-300 fl-center p-v-20 p-h-30"><div class="w-full w-max-445"><div class="relative"><div class="absolute" style="width: 1px; height: 1px; top: -200px; background: transparent;"></div><div class="absolute" style="width: 1px; height: 1px; bottom: -200px; background: transparent;"></div><img class="hide-lt-800 w-45 m-b-15" alt src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAMAAAACCAQAAAA3fa6RAAAADklEQVR42mNkAANGCAUAACMAA2w/AMgAAAAASUVORK5CYII=" /></div><h2 class="fnt-light dark-green m-0"><span>Powerful query language</span></h2><div class="fnt-18 dark-gray bullets-circle m-b-0-children"><ul class="bullets"><li><p>Rich and expressive query language that allows you to filter and sort by any field, no matter how nested it may be within a document.</p></li><li><p>Support for aggregations and other modern use-cases such as geo-based search, graph search, and text search.</p></li><li><p>Queries are themselves JSON, and thus easily composable. No more concatenating strings to dynamically generate SQL queries.</p></li></ul></div></div></div></section></div><div style="background: #FAFBFC;"><section class="fl fl-justify-around fl-items-center w-max-1200 m-auto p-v-25 fl-wrap p-h-20"><div class="relative fl-1 fl-full-if-lt-800 w-full w-max-565 p-10"><div class="absolute w-full h-full hide-lt-800" style="top: 30%; right: 50%; background-size: 100%; background-repeat: no-repeat; background-image: url('https://webassets.mongodb.com/_com_assets/cms/shadow-dots-41y54qfxqz.svg');"></div><div class="relative"><div class="relative h-330 w-565"></div><div class="absolute top left h-330 w-full w-max-565 b-r-4 fnt-menlo overflow-hidden" style="background-color: #21313C; box-shadow: 0 2px 10px 0 rgba(26,26,26,0.35);"><div class="h-30 w-full fl fl-center-y p-h-10" style="background-color: #44525B;"><div class="clickable w-10 h-10 m-5 b-r-full" style="background-color: #FF5952;"></div><div class="clickable w-10 h-10 m-5 b-r-full" style="background-color: #E7BF2A;"></div><div class="clickable w-10 h-10 m-5 b-r-full" style="background-color: #54C22C;"></div></div><pre><code class="lang-python">session.start_transaction()
order = { line_items : [ { item : 5, quantity: 6 } ] }
db.orders.insertOne( order, session=session );
for x in order.line_items:
db.inventory.update(
{ _id : x.item } ,
{ $inc : { number : -1 * x.quantity } },
session=session
)
session.commit_transaction()</code></pre></div><div class="w-full h-full hide-lt-800" style="z-index: -1; position: absolute; top: 86px; right: 290px; background-size: 100% 100%; background-image: url('https://webassets.mongodb.com/_com_assets/cms/shadow-dots-41y54qfxqz.svg');"></div></div></div><div class="fl-1 fl-full-if-lt-800 w-full w-max-565 w-min-300 fl-center p-v-20 p-h-30"><div class="w-full w-max-445"><div class="relative"><div class="absolute" style="width: 1px; height: 1px; top: -200px; background: transparent;"></div><div class="absolute" style="width: 1px; height: 1px; bottom: -200px; background: transparent;"></div><img class="hide-lt-800 w-45 m-b-15" alt src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAMAAAACCAQAAAA3fa6RAAAADklEQVR42mNkAANGCAUAACMAA2w/AMgAAAAASUVORK5CYII=" /></div><h2 class="fnt-light dark-green m-0"><span>All the power of a relational database, and more...</span></h2><div class="fnt-18 dark-gray bullets-circle m-b-0-children"><ul class="bullets"><li><p>Full ACID transactions.</p></li><li><p>Support for joins in queries.</p></li><li><p>Two types of relationships instead of one: reference and embedded.</p></li></ul></div></div></div></section></div><div class="relative w-full fl-center h-180"><div class="absolute h-full left w-10" style="height: 50vh; 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color: #798186; letter-spacing: 2px;"><b>MADE FOR THE CLOUD</b></small><h2 style="display: block;" class="center-lt-1000 m-v-0 p-t-10 p-b-20 fnt-36 fnt-light dark-green w-max-460">MongoDB Atlas - the global cloud database</h2><h4 style="display: block;" class="center-lt-1000 m-v-0 p-b-20 fnt-20 fnt-light"><span>MongoDB Atlas is the global cloud database for modern applications that is distributed and secure by default and available as a fully managed service on AWS, Azure, and Google Cloud. <span class="bold"><a target="_self" href="/cloud/atlas">Learn more → </a></span></span></h4></div></div><div class="m-l-25 fl-1" style="margin-top: -300px; margin-bottom: -50px; z-index: -2;"><div class="relative"><div class="absolute" style="width: 1px; height: 1px; top: -50px; background: transparent;"></div><div class="absolute" style="width: 1px; height: 1px; bottom: -50px; background: transparent;"></div><img class="w-full" alt src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAMAAAACCAQAAAA3fa6RAAAADklEQVR42mNkAANGCAUAACMAA2w/AMgAAAAASUVORK5CYII=" /></div></div></div></section><section class="w-full" style="background: url('https://webassets.mongodb.com/_com_assets/cms/13x13-dot-dark@3x-wmem1vevpx.svg') repeat 6px;"><div class="fl fl-justify-center fl-wrap w-full w-max-1200 m-auto p-h-15"><a href="/cloud/atlas/efficiency" target style="cursor: pointer; overflow: hidden; border: 1px solid rgba(184,196,194,0.25);" class="hover-lift p-h-25 fl-1 fl-column txt-center no-decor m-20 p-v-35 fl-full-if-lt-850 relative w-max-365 shadow-sm radius bg-light-gray"><div class="fl-column fl-justify-between fl-1"><div><div class="h-40 m-auto fl fl-center m-b-20"><div class="relative"><div class="absolute" style="width: 1px; height: 1px; top: -200px; background: transparent;"></div><div class="absolute" style="width: 1px; height: 1px; bottom: -200px; background: transparent;"></div><img class="h-40" alt src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAMAAAACCAQAAAA3fa6RAAAADklEQVR42mNkAANGCAUAACMAA2w/AMgAAAAASUVORK5CYII=" /></div></div><h4 class="fnt-20 dark-green m-auto"><span>Fully Automated</span></h4><h6 class="fnt-18 dark-gray w-max-280 m-auto p-t-15 m-b-5"><span>Provision, scale, and manage complex, highly available, multi-node clusters with just a few clicks or simple API calls.</span></h6></div><div class="p-t-15"><p class="link">Learn more →</p></div></div></a><a href="/cloud/atlas/global-clusters" target style="cursor: pointer; 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Easily restore data when needed. </span></h6></div><div class="p-t-15"><p class="link">Learn more →</p></div></div></a></div></section><section class="w-full" style="background: url('https://webassets.mongodb.com/_com_assets/cms/13x13-dot-dark@3x-wmem1vevpx.svg') repeat -1px;"><div class="fl fl-justify-center fl-wrap w-full w-max-1200 m-auto p-h-15"><a href="/cloud/atlas/performance" target style="cursor: pointer; overflow: hidden; border: 1px solid rgba(184,196,194,0.25);" class="hover-lift p-h-25 fl-1 fl-column txt-center no-decor m-20 p-v-35 fl-full-if-lt-850 relative w-max-365 shadow-sm radius bg-light-gray"><div class="fl-column fl-justify-between fl-1"><div><div class="h-40 m-auto fl fl-center m-b-20"><div class="relative"><div class="absolute" style="width: 1px; height: 1px; top: -200px; background: transparent;"></div><div class="absolute" style="width: 1px; height: 1px; bottom: -200px; background: transparent;"></div><img class="h-40" alt src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAMAAAACCAQAAAA3fa6RAAAADklEQVR42mNkAANGCAUAACMAA2w/AMgAAAAASUVORK5CYII=" /></div></div><h4 class="fnt-20 dark-green m-auto"><span>Monitoring & Alerts</span></h4><h6 class="fnt-18 dark-gray w-max-280 m-auto p-t-15 m-b-5"><span>Visualize, monitor, and alert on over 80 metrics that track your cluster's health, or integrate with third-party monitoring solutions. </span></h6></div><div class="p-t-15"><p class="link">Learn more →</p></div></div></a><a href="/atlas/database-triggers" target style="cursor: pointer; 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width: 16px; height: 16px; background: #13AA52; box-shadow: ; transition: 1000ms cubic-bezier(0.165, 0.840, 0.440, 1.000);"></div><div class="absolute" style="transform: translate(0px, 0px); width: 48px; height: 48px; background: rgba(230, 230, 230, 0.4); box-shadow: ; transition: 1000ms cubic-bezier(0.165, 0.840, 0.440, 1.000);"></div><div class="absolute" style="transform: translate(0px, 0px); width: 64px; height: 64px; background: rgba(255, 255, 255, 0.4); box-shadow: -3px 5px 8px rgba(136, 136, 136, .3); transition: 1000ms cubic-bezier(0.165, 0.840, 0.440, 1.000);"></div></div></div></div><section style="background: #FAFBFC;" class="p-25"><small class="txt-center disp-block mediumGray" style="letter-spacing: 2px;"><b>A RICH PLATFORM</b></small><h2 class="m-v-0 m-auto p-t-10 p-b-20 txt-center dark-green fnt-36 w-max-700 fnt-light"><span>More than just a database</span></h2><div class="fl-center"><h5 class="m-0 p-v-10 txt-center fnt-light w-max-720 fnt-24 dark-gray"><span>MongoDB is a true data platform with a comprehensive suite of tools to make working with data remarkably easy for everyone, from developers to analysts to data scientists.</span></h5></div></section><div style="background: #FAFBFC;"><section class="fl fl-justify-around fl-items-center w-max-1200 m-auto p-v-25 fl-wrap p-h-20"><div class="relative fl-1 fl-full-if-lt-800 w-full w-max-565 p-10"><div class="absolute w-full h-full hide-lt-800" style="top: 30%; right: 50%; background-size: 100%; background-repeat: no-repeat; background-image: url('https://webassets.mongodb.com/_com_assets/cms/shadow-dots-41y54qfxqz.svg');"></div><div class="relative"><div class="absolute" style="width: 1px; height: 1px; top: -200px; background: transparent;"></div><div class="absolute" style="width: 1px; height: 1px; bottom: -200px; background: transparent;"></div><img class="w-full relative" alt src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAMAAAACCAQAAAA3fa6RAAAADklEQVR42mNkAANGCAUAACMAA2w/AMgAAAAASUVORK5CYII=" /></div></div><div class="fl-1 fl-full-if-lt-800 w-full w-max-565 w-min-300 fl-center p-v-20 p-h-30"><div class="w-full w-max-445"><div class="relative"><div class="absolute" style="width: 1px; height: 1px; top: -200px; background: transparent;"></div><div class="absolute" style="width: 1px; height: 1px; bottom: -200px; background: transparent;"></div><img class="hide-lt-800 w-45 m-b-15" alt src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAMAAAACCAQAAAA3fa6RAAAADklEQVR42mNkAANGCAUAACMAA2w/AMgAAAAASUVORK5CYII=" /></div><h2 class="fnt-light dark-green m-0"><span>Charts</span></h2><div class="fnt-18 dark-gray bullets-circle m-b-0-children"><div><ul class="bullets"><li><p>The fastest way to create visualizations of MongoDB data.</p></li><li><p>Built for the document model.</p></li><li><p>Visualize live data from any of your MongoDB instances. Available on MongoDB Atlas.</p></li></ul><p><a target="_self" href="/products/charts"><strong>Learn more →</strong></a></p></div></div></div></div></section></div><div style="background: #FAFBFC;"><section class="fl fl-row-reverse fl-justify-around fl-items-center w-max-1200 m-auto p-v-25 fl-wrap p-h-20"><div class="relative fl-1 fl-full-if-lt-800 w-full w-max-565 p-10"><div class="absolute w-full h-full hide-lt-800" style="top: 30%; right: -50%; background-size: 100%; background-repeat: no-repeat; background-image: url('https://webassets.mongodb.com/_com_assets/cms/shadow-dots-41y54qfxqz.svg');"></div><div class="relative"><div class="absolute" style="width: 1px; height: 1px; top: -200px; background: transparent;"></div><div class="absolute" style="width: 1px; height: 1px; bottom: -200px; background: transparent;"></div><img class="w-full relative" alt src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAMAAAACCAQAAAA3fa6RAAAADklEQVR42mNkAANGCAUAACMAA2w/AMgAAAAASUVORK5CYII=" 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href="/products/bi-connector"><strong>Learn more →</strong></a></p></div></div></div></div></section></div><div style="background: #FAFBFC;"><section class="fl fl-justify-around fl-items-center w-max-1200 m-auto p-v-25 fl-wrap p-h-20"><div class="relative fl-1 fl-full-if-lt-800 w-full w-max-565 p-10"><div class="absolute w-full h-full hide-lt-800" style="top: 30%; right: 50%; background-size: 100%; background-repeat: no-repeat; background-image: url('https://webassets.mongodb.com/_com_assets/cms/shadow-dots-41y54qfxqz.svg');"></div><div class="relative"><div class="absolute" style="width: 1px; height: 1px; top: -200px; background: transparent;"></div><div class="absolute" style="width: 1px; height: 1px; bottom: -200px; background: transparent;"></div><img class="w-full relative" alt src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAMAAAACCAQAAAA3fa6RAAAADklEQVR42mNkAANGCAUAACMAA2w/AMgAAAAASUVORK5CYII=" /></div></div><div class="fl-1 fl-full-if-lt-800 w-full w-max-565 w-min-300 fl-center p-v-20 p-h-30"><div class="w-full w-max-445"><div class="relative"><div class="absolute" style="width: 1px; height: 1px; top: -200px; background: transparent;"></div><div class="absolute" style="width: 1px; height: 1px; bottom: -200px; background: transparent;"></div><img class="hide-lt-800 w-45 m-b-15" alt src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAMAAAACCAQAAAA3fa6RAAAADklEQVR42mNkAANGCAUAACMAA2w/AMgAAAAASUVORK5CYII=" /></div><h2 class="fnt-light dark-green m-0"><span>Compass</span></h2><div class="fnt-18 dark-gray bullets-circle m-b-0-children"><div><ul class="bullets"><li><p>Search, visualize, and work with your data through an intuitive GUI.</p></li><li><p>Manipulate your data with a powerful visual editing tool.</p></li><li><p>Understand performance issues with visual explain plans and manage your indices.</p></li></ul><p><a target="_self" href="/products/compass"><strong>Learn more →</strong></a></p></div></div></div></div></section></div><div class="w-full 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