[{"data":1,"prerenderedAt":10818},["ShallowReactive",2],{"navigation":3,"/models-and-databases/search":1016,"/models-and-databases/search-surround":10813},[4,54,89,123,165,211,253,331,389,439,462,488,514,540,578,624,650,672,702,736,774,800,850,856,862,868,874,928],{"title":5,"path":6,"stem":7,"children":8},"Introduction and Foundations","/introduction-and-foundations","01.introduction-and-foundations/01.index",[9,10,14,18,22,26,30,34,38,42,46,50],{"title":5,"path":6,"stem":7},{"title":11,"path":12,"stem":13},"What is Django","/introduction-and-foundations/what-is-django","01.introduction-and-foundations/02.what-is-django",{"title":15,"path":16,"stem":17},"Key Concepts and Philosophy","/introduction-and-foundations/key-concepts-and-philosophy","01.introduction-and-foundations/03.key-concepts-and-philosophy",{"title":19,"path":20,"stem":21},"MVC vs MVT: Understanding Django's Architecture","/introduction-and-foundations/mvc-vs-mvt","01.introduction-and-foundations/04.mvc-vs-mvt",{"title":23,"path":24,"stem":25},"Project Structure Overview","/introduction-and-foundations/project-structure-overview","01.introduction-and-foundations/05.project-structure-overview",{"title":27,"path":28,"stem":29},"Installing Django","/introduction-and-foundations/installing-django","01.introduction-and-foundations/06.installing-django",{"title":31,"path":32,"stem":33},"Creating Your First Django Project","/introduction-and-foundations/creating-first-project","01.introduction-and-foundations/07.creating-first-project",{"title":35,"path":36,"stem":37},"Creating Your First Django App","/introduction-and-foundations/creating-first-app","01.introduction-and-foundations/08.creating-first-app",{"title":39,"path":40,"stem":41},"Your First Django \"Hello World\"","/introduction-and-foundations/hello-world","01.introduction-and-foundations/09.hello-world",{"title":43,"path":44,"stem":45},"Django Quick Start Guide","/introduction-and-foundations/quick-start-guide","01.introduction-and-foundations/10.quick-start-guide",{"title":47,"path":48,"stem":49},"How Django Handles Requests","/introduction-and-foundations/how-django-handles-requests","01.introduction-and-foundations/11.how-django-handles-requests",{"title":51,"path":52,"stem":53},"Django Settings","/introduction-and-foundations/django-settings","01.introduction-and-foundations/12.django-settings",{"title":55,"path":56,"stem":57,"children":58},"The Development Environment","/development-environment","02.development-environment/1.index",[59,61,65,69,73,77,81,85],{"title":60,"path":56,"stem":57},"Development Environment",{"title":62,"path":63,"stem":64},"Recommended Tooling for Django Development","/development-environment/recommended-tooling","02.development-environment/2.recommended-tooling",{"title":66,"path":67,"stem":68},"Virtual Environments","/development-environment/virtual-environments","02.development-environment/3.virtual-environments",{"title":70,"path":71,"stem":72},"Django Admin and Management Commands","/development-environment/admin-and-management-commands","02.development-environment/4.admin-and-management-commands",{"title":74,"path":75,"stem":76},"Django Project Settings","/development-environment/project-settings","02.development-environment/5.project-settings",{"title":78,"path":79,"stem":80},"Managing Django Environments: Local, Staging, and Production","/development-environment/environments-local-staging-production","02.development-environment/6.environments-local-staging-production",{"title":82,"path":83,"stem":84},"Running Django Development Server","/development-environment/running-development-server","02.development-environment/7.running-development-server",{"title":86,"path":87,"stem":88},"Working with Django Shell","/development-environment/working-with-shell","02.development-environment/8.working-with-shell",{"title":90,"path":91,"stem":92,"children":93},"Templates and Presentation Layer","/templates-and-presentation","03.templates-and-presentation/1.index",[94,95,99,103,107,111,115,119],{"title":90,"path":91,"stem":92},{"title":96,"path":97,"stem":98},"Introduction to Django Templates","/templates-and-presentation/introduction-to-templates","03.templates-and-presentation/2.introduction-to-templates",{"title":100,"path":101,"stem":102},"The Django Template Language","/templates-and-presentation/django-template-language","03.templates-and-presentation/3.django-template-language",{"title":104,"path":105,"stem":106},"Template Inheritance","/templates-and-presentation/template-inheritance","03.templates-and-presentation/4.template-inheritance",{"title":108,"path":109,"stem":110},"Built-in Template Tags and Filters","/templates-and-presentation/built-in-template-tags-and-filters","03.templates-and-presentation/5.built-in-template-tags-and-filters",{"title":112,"path":113,"stem":114},"Including Static Files","/templates-and-presentation/including-static-files","03.templates-and-presentation/6.including-static-files",{"title":116,"path":117,"stem":118},"Working with Media Files","/templates-and-presentation/working-with-media-files","03.templates-and-presentation/7.working-with-media-files",{"title":120,"path":121,"stem":122},"Using Alternative Template Engines","/templates-and-presentation/using-alternative-template-engines","03.templates-and-presentation/8.using-alternative-template-engines",{"title":124,"path":125,"stem":126,"children":127},"URLs and Views","/urls-and-views","04.urls-and-views/01.index",[128,129,133,137,141,145,149,153,157,161],{"title":124,"path":125,"stem":126},{"title":130,"path":131,"stem":132},"The URL Dispatcher","/urls-and-views/the-url-dispatcher","04.urls-and-views/02.the-url-dispatcher",{"title":134,"path":135,"stem":136},"Writing Function-Based Views","/urls-and-views/writing-function-based-views","04.urls-and-views/03.writing-function-based-views",{"title":138,"path":139,"stem":140},"View Decorators","/urls-and-views/view-decorators","04.urls-and-views/04.view-decorators",{"title":142,"path":143,"stem":144},"Rendering Responses","/urls-and-views/rendering-responses","04.urls-and-views/05.rendering-responses",{"title":146,"path":147,"stem":148},"Redirects","/urls-and-views/redirects","04.urls-and-views/06.redirects",{"title":150,"path":151,"stem":152},"Handling HTTP Methods","/urls-and-views/handling-http-methods","04.urls-and-views/07.handling-http-methods",{"title":154,"path":155,"stem":156},"Conditional View Processing","/urls-and-views/conditional-view-processing","04.urls-and-views/08.conditional-view-processing",{"title":158,"path":159,"stem":160},"File Uploads","/urls-and-views/file-uploads","04.urls-and-views/09.file-uploads",{"title":162,"path":163,"stem":164},"Using Django Shortcut Functions","/urls-and-views/using-django-shortcut-functions","04.urls-and-views/10.using-django-shortcut-functions",{"title":166,"path":167,"stem":168,"children":169},"Class Based Views","/class-based-views","05.class-based-views/01.index",[170,171,175,179,183,187,191,195,199,203,207],{"title":166,"path":167,"stem":168},{"title":172,"path":173,"stem":174},"Introduction to Class-Based Views","/class-based-views/introduction-to-class-based-views","05.class-based-views/02.introduction-to-class-based-views",{"title":176,"path":177,"stem":178},"Common Base Classes","/class-based-views/common-base-classes","05.class-based-views/03.common-base-classes",{"title":180,"path":181,"stem":182},"Built-in Generic Views","/class-based-views/built-in-generic-views","05.class-based-views/04.built-in-generic-views",{"title":184,"path":185,"stem":186},"Views for CRUD Operations","/class-based-views/views-for-crud-operations","05.class-based-views/05.views-for-crud-operations",{"title":188,"path":189,"stem":190},"Handling Forms with Class-Based Views","/class-based-views/handling-forms-with-class-based-views","05.class-based-views/06.handling-forms-with-class-based-views",{"title":192,"path":193,"stem":194},"Using Mixins","/class-based-views/using-mixins","05.class-based-views/07.using-mixins",{"title":196,"path":197,"stem":198},"URL Configuration with Class-Based Views","/class-based-views/url-configuration-with-class-based-views","05.class-based-views/08.url-configuration-with-class-based-views",{"title":200,"path":201,"stem":202},"Subclassing Generic Views","/class-based-views/subclassing-generic-views","05.class-based-views/09.subclassing-generic-views",{"title":204,"path":205,"stem":206},"Asynchronous Class-Based Views","/class-based-views/asynchronous-class-based-views","05.class-based-views/10.asynchronous-class-based-views",{"title":208,"path":209,"stem":210},"Pagination","/class-based-views/pagination","05.class-based-views/11.pagination",{"title":212,"path":213,"stem":214,"children":215},"Forms and User Input","/forms-and-user-input","06.forms-and-user-input/01.index",[216,217,221,225,229,233,237,241,245,249],{"title":212,"path":213,"stem":214},{"title":218,"path":219,"stem":220},"Understanding HTML Forms","/forms-and-user-input/understanding-html-forms","06.forms-and-user-input/02.understanding-html-forms",{"title":222,"path":223,"stem":224},"Django's Role in Form Handling","/forms-and-user-input/djangos-role-in-form-handling","06.forms-and-user-input/03.djangos-role-in-form-handling",{"title":226,"path":227,"stem":228},"Creating Forms with Forms API","/forms-and-user-input/creating-forms-with-forms-api","06.forms-and-user-input/04.creating-forms-with-forms-api",{"title":230,"path":231,"stem":232},"Form Validation","/forms-and-user-input/form-validation","06.forms-and-user-input/05.form-validation",{"title":234,"path":235,"stem":236},"Built-in Fields and Widgets","/forms-and-user-input/built-in-fields-and-widgets","06.forms-and-user-input/06.built-in-fields-and-widgets",{"title":238,"path":239,"stem":240},"Form Rendering in Templates","/forms-and-user-input/form-rendering-in-templates","06.forms-and-user-input/07.form-rendering-in-templates",{"title":242,"path":243,"stem":244},"Model Forms","/forms-and-user-input/model-forms","06.forms-and-user-input/08.model-forms",{"title":246,"path":247,"stem":248},"Advanced Form Techniques","/forms-and-user-input/advanced-form-techniques","06.forms-and-user-input/09.advanced-form-techniques",{"title":250,"path":251,"stem":252},"Security Considerations for Forms","/forms-and-user-input/security-considerations-for-forms","06.forms-and-user-input/10.security-considerations-for-forms",{"title":254,"path":255,"stem":256,"children":257},"Models and Databases","/models-and-databases","07.models-and-databases/01.index",[258,259,263,267,271,275,279,283,287,291,295,299,303,307,311,315,319,323,327],{"title":254,"path":255,"stem":256},{"title":260,"path":261,"stem":262},"Understanding Django Models","/models-and-databases/understanding-django-models","07.models-and-databases/02.understanding-django-models",{"title":264,"path":265,"stem":266},"Defining Fields","/models-and-databases/defining-fields","07.models-and-databases/03.defining-fields",{"title":268,"path":269,"stem":270},"Relationships and Foreign Keys","/models-and-databases/relationships-and-foreign-keys","07.models-and-databases/04.relationships-and-foreign-keys",{"title":272,"path":273,"stem":274},"Examples of Relationship Patterns","/models-and-databases/examples-of-relationship-patterns","07.models-and-databases/05.examples-of-relationship-patterns",{"title":276,"path":277,"stem":278},"Making Queries","/models-and-databases/making-queries","07.models-and-databases/06.making-queries",{"title":280,"path":281,"stem":282},"Filtering, Ordering, and Slicing","/models-and-databases/filtering-ordering-slicing","07.models-and-databases/07.filtering-ordering-slicing",{"title":284,"path":285,"stem":286},"Managers and QuerySets","/models-and-databases/managers-and-querysets","07.models-and-databases/08.managers-and-querysets",{"title":288,"path":289,"stem":290},"Aggregation","/models-and-databases/aggregation","07.models-and-databases/09.aggregation",{"title":292,"path":293,"stem":294},"Search","/models-and-databases/search","07.models-and-databases/10.search",{"title":296,"path":297,"stem":298},"Raw SQL Queries","/models-and-databases/raw-sql-queries","07.models-and-databases/11.raw-sql-queries",{"title":300,"path":301,"stem":302},"Transactions","/models-and-databases/transactions","07.models-and-databases/12.transactions",{"title":304,"path":305,"stem":306},"Multiple Databases","/models-and-databases/multiple-databases","07.models-and-databases/13.multiple-databases",{"title":308,"path":309,"stem":310},"Tablespaces","/models-and-databases/tablespaces","07.models-and-databases/14.tablespaces",{"title":312,"path":313,"stem":314},"Composite Primary Keys","/models-and-databases/composite-primary-keys","07.models-and-databases/15.composite-primary-keys",{"title":316,"path":317,"stem":318},"Database Instrumentation","/models-and-databases/database-instrumentation","07.models-and-databases/16.database-instrumentation",{"title":320,"path":321,"stem":322},"Database Optimization","/models-and-databases/database-optimization","07.models-and-databases/17.database-optimization",{"title":324,"path":325,"stem":326},"Fixtures","/models-and-databases/fixtures","07.models-and-databases/18.fixtures",{"title":328,"path":329,"stem":330},"Signals","/models-and-databases/signals","07.models-and-databases/19.signals",{"title":332,"path":333,"stem":334,"children":335},"Migrations","/migrations","08.migrations/01.index",[336,337,341,345,349,353,357,361,365,369,373,377,381,385],{"title":332,"path":333,"stem":334},{"title":338,"path":339,"stem":340},"How Migrations Work","/migrations/how-migrations-work","08.migrations/02.how-migrations-work",{"title":342,"path":343,"stem":344},"Management Commands","/migrations/management-commands","08.migrations/03.management-commands",{"title":346,"path":347,"stem":348},"Dependencies and Workflow","/migrations/dependencies-and-workflow","08.migrations/04.dependencies-and-workflow",{"title":350,"path":351,"stem":352},"Transaction Handling","/migrations/transaction-handling","08.migrations/05.transaction-handling",{"title":354,"path":355,"stem":356},"Adding Migrations to Apps","/migrations/adding-migrations-to-apps","08.migrations/06.adding-migrations-to-apps",{"title":358,"path":359,"stem":360},"Reversing Migrations","/migrations/reversing-migrations","08.migrations/07.reversing-migrations",{"title":362,"path":363,"stem":364},"Historical Models","/migrations/historical-models","08.migrations/08.historical-models",{"title":366,"path":367,"stem":368},"Considerations When Removing Fields","/migrations/considerations-when-removing-fields","08.migrations/09.considerations-when-removing-fields",{"title":370,"path":371,"stem":372},"Data Migrations","/migrations/data-migrations","08.migrations/10.data-migrations",{"title":374,"path":375,"stem":376},"Squashing Migrations","/migrations/squashing-migrations","08.migrations/11.squashing-migrations",{"title":378,"path":379,"stem":380},"Serializing Values","/migrations/serializing-values","08.migrations/12.serializing-values",{"title":382,"path":383,"stem":384},"Supporting Multiple Django Versions","/migrations/supporting-multiple-django-versions","08.migrations/13.supporting-multiple-django-versions",{"title":386,"path":387,"stem":388},"Django Serialization Framework","/migrations/django-serialization-framework","08.migrations/14.django-serialization-framework",{"title":390,"path":391,"stem":392,"children":393},"Authentication and Authorization","/authentication-and-authorization","09.authentication-and-authorization/01.index",[394,395,399,403,407,411,415,419,423,427,431,435],{"title":390,"path":391,"stem":392},{"title":396,"path":397,"stem":398},"Overview of Django's Authentication System","/authentication-and-authorization/overview-of-django-authentication-system","09.authentication-and-authorization/02.overview-of-django-authentication-system",{"title":400,"path":401,"stem":402},"Users and Groups","/authentication-and-authorization/users-and-groups","09.authentication-and-authorization/03.users-and-groups",{"title":404,"path":405,"stem":406},"Permissions","/authentication-and-authorization/permissions","09.authentication-and-authorization/04.permissions",{"title":408,"path":409,"stem":410},"Password Management","/authentication-and-authorization/password-management","09.authentication-and-authorization/05.password-management",{"title":412,"path":413,"stem":414},"Authentication Views","/authentication-and-authorization/authentication-views","09.authentication-and-authorization/06.authentication-views",{"title":416,"path":417,"stem":418},"Login and Logout","/authentication-and-authorization/login-and-logout","09.authentication-and-authorization/07.login-and-logout",{"title":420,"path":421,"stem":422},"Custom User Models","/authentication-and-authorization/custom-user-models","09.authentication-and-authorization/08.custom-user-models",{"title":424,"path":425,"stem":426},"Middleware for Authentication","/authentication-and-authorization/middleware-for-authentication","09.authentication-and-authorization/09.middleware-for-authentication",{"title":428,"path":429,"stem":430},"Authorization in Views and Templates","/authentication-and-authorization/authorization-in-views-and-templates","09.authentication-and-authorization/10.authorization-in-views-and-templates",{"title":432,"path":433,"stem":434},"Integrating Social Authentication","/authentication-and-authorization/integrating-social-authentication","09.authentication-and-authorization/11.integrating-social-authentication",{"title":436,"path":437,"stem":438},"Security Best Practices","/authentication-and-authorization/security-best-practices","09.authentication-and-authorization/12.security-best-practices",{"title":440,"path":441,"stem":442,"children":443},"Sessions, Cookies, and State","/sessions-cookies-state","10.sessions-cookies-state/01.index",[444,446,450,454,458],{"title":445,"path":441,"stem":442},"Sessions, Cookies, and State Management",{"title":447,"path":448,"stem":449},"Introduction to Sessions","/sessions-cookies-state/introduction-to-sessions","10.sessions-cookies-state/02.introduction-to-sessions",{"title":451,"path":452,"stem":453},"Working with Cookies","/sessions-cookies-state/working-with-cookies","10.sessions-cookies-state/03.working-with-cookies",{"title":455,"path":456,"stem":457},"Server-Side Session Storage Options","/sessions-cookies-state/server-side-session-storage-options","10.sessions-cookies-state/04.server-side-session-storage-options",{"title":459,"path":460,"stem":461},"Session Security","/sessions-cookies-state/session-security","10.sessions-cookies-state/05.session-security",{"title":463,"path":464,"stem":465,"children":466},"Working with Files","/working-with-files","11.working-with-files/01.index",[467,468,472,476,480,484],{"title":463,"path":464,"stem":465},{"title":469,"path":470,"stem":471},"Files in Models","/working-with-files/files-in-models","11.working-with-files/02.files-in-models",{"title":473,"path":474,"stem":475},"The File Object","/working-with-files/the-file-object","11.working-with-files/03.the-file-object",{"title":477,"path":478,"stem":479},"Storage Backends","/working-with-files/storage-backends","11.working-with-files/04.storage-backends",{"title":481,"path":482,"stem":483},"Using Cloud Storage Providers","/working-with-files/using-cloud-storage-providers","11.working-with-files/05.using-cloud-storage-providers",{"title":485,"path":486,"stem":487},"Managing Media in Production","/working-with-files/managing-media-in-production","11.working-with-files/06.managing-media-in-production",{"title":489,"path":490,"stem":491,"children":492},"Admin Site","/admin-site","12.admin-site/01.index",[493,494,498,502,506,510],{"title":489,"path":490,"stem":491},{"title":495,"path":496,"stem":497},"Enabling the Admin","/admin-site/enabling-the-admin","12.admin-site/02.enabling-the-admin",{"title":499,"path":500,"stem":501},"Registering Models","/admin-site/registering-models","12.admin-site/03.registering-models",{"title":503,"path":504,"stem":505},"Customizing Admin Display","/admin-site/customizing-admin-display","12.admin-site/04.customizing-admin-display",{"title":507,"path":508,"stem":509},"Admin Actions","/admin-site/admin-actions","12.admin-site/05.admin-actions",{"title":511,"path":512,"stem":513},"Admin Security Best Practices","/admin-site/admin-security-best-practices","12.admin-site/06.admin-security-best-practices",{"title":515,"path":516,"stem":517,"children":518},"Middleware","/middleware","13.middleware/01.index",[519,520,524,528,532,536],{"title":515,"path":516,"stem":517},{"title":521,"path":522,"stem":523},"Middleware Overview","/middleware/middleware-overview","13.middleware/02.middleware-overview",{"title":525,"path":526,"stem":527},"Built-in Middleware","/middleware/built-in-middleware","13.middleware/03.built-in-middleware",{"title":529,"path":530,"stem":531},"Creating Custom Middleware","/middleware/creating-custom-middleware","13.middleware/04.creating-custom-middleware",{"title":533,"path":534,"stem":535},"Middleware Ordering","/middleware/middleware-ordering","13.middleware/05.middleware-ordering",{"title":537,"path":538,"stem":539},"Performance and Debugging","/middleware/performance-and-debugging","13.middleware/06.performance-and-debugging",{"title":541,"path":542,"stem":543,"children":544},"Security","/security","14.security/01.index",[545,546,550,554,558,562,566,570,574],{"title":541,"path":542,"stem":543},{"title":547,"path":548,"stem":549},"Django Security Philosophy","/security/django-security-philosophy","14.security/02.django-security-philosophy",{"title":551,"path":552,"stem":553},"Cross Site Request Forgery","/security/cross-site-request-forgery","14.security/03.cross-site-request-forgery",{"title":555,"path":556,"stem":557},"Cross Site Scripting","/security/cross-site-scripting","14.security/04.cross-site-scripting",{"title":559,"path":560,"stem":561},"SQL Injection Protection","/security/sql-injection-protection","14.security/05.sql-injection-protection",{"title":563,"path":564,"stem":565},"Clickjacking Protection","/security/clickjacking-protection","14.security/06.clickjacking-protection",{"title":567,"path":568,"stem":569},"HTTPS Setup and HSTS","/security/https-setup-and-hsts","14.security/07.https-setup-and-hsts",{"title":571,"path":572,"stem":573},"Password Storage and Cryptography","/security/password-storage-and-cryptography","14.security/08.password-storage-and-cryptography",{"title":575,"path":576,"stem":577},"Secure Deployment Checklist","/security/secure-deployment-checklist","14.security/09.secure-deployment-checklist",{"title":579,"path":580,"stem":581,"children":582},"Testing","/testing","15.testing/01.index",[583,584,588,592,596,600,604,608,612,616,620],{"title":579,"path":580,"stem":581},{"title":585,"path":586,"stem":587},"Introduction to Django Testing","/testing/introduction-to-django-testing","15.testing/02.introduction-to-django-testing",{"title":589,"path":590,"stem":591},"Writing and Running Tests","/testing/writing-and-running-tests","15.testing/03.writing-and-running-tests",{"title":593,"path":594,"stem":595},"Test Tools","/testing/test-tools","15.testing/04.test-tools",{"title":597,"path":598,"stem":599},"Testing Models","/testing/testing-models","15.testing/05.testing-models",{"title":601,"path":602,"stem":603},"Testing Views","/testing/testing-views","15.testing/06.testing-views",{"title":605,"path":606,"stem":607},"Testing Forms","/testing/testing-forms","15.testing/07.testing-forms",{"title":609,"path":610,"stem":611},"Testing Templates","/testing/testing-templates","15.testing/08.testing-templates",{"title":613,"path":614,"stem":615},"Testing Authentication","/testing/testing-authentication","15.testing/09.testing-authentication",{"title":617,"path":618,"stem":619},"Advanced Testing Topics","/testing/advanced-testing-topics","15.testing/10.advanced-testing-topics",{"title":621,"path":622,"stem":623},"Performance Testing","/testing/performance-testing","15.testing/11.performance-testing",{"title":625,"path":626,"stem":627,"children":628},"Static Assets and Frontend Integration","/static-assets-and-frontend-integration","16.static-assets-and-frontend-integration/01.index",[629,630,634,638,642,646],{"title":625,"path":626,"stem":627},{"title":631,"path":632,"stem":633},"Working with Static Files","/static-assets-and-frontend-integration/working-with-static-files","16.static-assets-and-frontend-integration/02.working-with-static-files",{"title":635,"path":636,"stem":637},"Integrating CSS and JavaScript","/static-assets-and-frontend-integration/integrating-css-and-javascript","16.static-assets-and-frontend-integration/03.integrating-css-and-javascript",{"title":639,"path":640,"stem":641},"Using Build Tools like Vite or Webpack","/static-assets-and-frontend-integration/using-build-tools-like-vite-or-webpack","16.static-assets-and-frontend-integration/04.using-build-tools-like-vite-or-webpack",{"title":643,"path":644,"stem":645},"Using React or Vue with Django","/static-assets-and-frontend-integration/using-react-or-vue-with-django","16.static-assets-and-frontend-integration/05.using-react-or-vue-with-django",{"title":647,"path":648,"stem":649},"Managing CORS","/static-assets-and-frontend-integration/managing-cors","16.static-assets-and-frontend-integration/06.managing-cors",{"title":651,"path":652,"stem":653,"children":654},"Internationalization and Localization","/internationalization-and-localization","17.internationalization-and-localization/01.index",[655,656,660,664,668],{"title":651,"path":652,"stem":653},{"title":657,"path":658,"stem":659},"Enabling Translation","/internationalization-and-localization/enabling-translation","17.internationalization-and-localization/02.enabling-translation",{"title":661,"path":662,"stem":663},"Translating Text in Code and Templates","/internationalization-and-localization/translating-text-in-code-and-templates","17.internationalization-and-localization/03.translating-text-in-code-and-templates",{"title":665,"path":666,"stem":667},"Timezone Support","/internationalization-and-localization/timezone-support","17.internationalization-and-localization/04.timezone-support",{"title":669,"path":670,"stem":671},"Locale Middleware","/internationalization-and-localization/locale-middleware","17.internationalization-and-localization/05.locale-middleware",{"title":673,"path":674,"stem":675,"children":676},"Caching","/caching","18.caching/01.index",[677,678,682,686,690,694,698],{"title":673,"path":674,"stem":675},{"title":679,"path":680,"stem":681},"Introduction to Caching","/caching/introduction-to-caching","18.caching/02.introduction-to-caching",{"title":683,"path":684,"stem":685},"Cache Backends","/caching/cache-backends","18.caching/03.cache-backends",{"title":687,"path":688,"stem":689},"Per View Caching","/caching/per-view-caching","18.caching/04.per-view-caching",{"title":691,"path":692,"stem":693},"Low Level Cache API","/caching/low-level-cache-api","18.caching/05.low-level-cache-api",{"title":695,"path":696,"stem":697},"Template Fragment Caching","/caching/template-fragment-caching","18.caching/06.template-fragment-caching",{"title":699,"path":700,"stem":701},"Deployment Level Caching Patterns","/caching/deployment-level-caching-patterns","18.caching/07.deployment-level-caching-patterns",{"title":703,"path":704,"stem":705,"children":706},"Asynchronous Django","/asynchronous-django","19.asynchronous-django/01.index",[707,708,712,716,720,724,728,732],{"title":703,"path":704,"stem":705},{"title":709,"path":710,"stem":711},"Introduction to ASGI","/asynchronous-django/introduction-to-asgi","19.asynchronous-django/02.introduction-to-asgi",{"title":713,"path":714,"stem":715},"Async Views","/asynchronous-django/async-views","19.asynchronous-django/03.async-views",{"title":717,"path":718,"stem":719},"Async ORM Status","/asynchronous-django/async-orm-status","19.asynchronous-django/04.async-orm-status",{"title":721,"path":722,"stem":723},"WebSockets with Channels","/asynchronous-django/websockets-with-channels","19.asynchronous-django/05.websockets-with-channels",{"title":725,"path":726,"stem":727},"Background Tasks with Celery or RQ","/asynchronous-django/background-tasks-with-celery-or-rq","19.asynchronous-django/06.background-tasks-with-celery-or-rq",{"title":729,"path":730,"stem":731},"Asynchronous Support","/asynchronous-django/asynchronous-support","19.asynchronous-django/07.asynchronous-support",{"title":733,"path":734,"stem":735},"Django's Tasks Framework","/asynchronous-django/django-tasks-framework","19.asynchronous-django/08.django-tasks-framework",{"title":737,"path":738,"stem":739,"children":740},"Deployment","/deployment","20.deployment/01.index",[741,742,746,750,754,758,762,766,770],{"title":737,"path":738,"stem":739},{"title":743,"path":744,"stem":745},"Preparing for Production","/deployment/preparing-for-production","20.deployment/02.preparing-for-production",{"title":747,"path":748,"stem":749},"Using WSGI and ASGI Servers","/deployment/using-wsgi-and-asgi-servers","20.deployment/03.using-wsgi-and-asgi-servers",{"title":751,"path":752,"stem":753},"Deploying on Linux Servers","/deployment/deploying-on-linux-servers","20.deployment/04.deploying-on-linux-servers",{"title":755,"path":756,"stem":757},"Using Docker","/deployment/using-docker","20.deployment/05.using-docker",{"title":759,"path":760,"stem":761},"Cloud Deployment Guides","/deployment/cloud-deployment-guides","20.deployment/06.cloud-deployment-guides",{"title":763,"path":764,"stem":765},"Scaling and Load Balancing","/deployment/scaling-and-load-balancing","20.deployment/07.scaling-and-load-balancing",{"title":767,"path":768,"stem":769},"Monitoring and Logging","/deployment/monitoring-and-logging","20.deployment/08.monitoring-and-logging",{"title":771,"path":772,"stem":773},"Backup Strategies","/deployment/backup-strategies","20.deployment/09.backup-strategies",{"title":775,"path":776,"stem":777,"children":778},"Performance and Optimization","/performance-and-optimization","21.performance-and-optimization/01.index",[779,780,784,788,792,796],{"title":775,"path":776,"stem":777},{"title":781,"path":782,"stem":783},"Query Optimization","/performance-and-optimization/query-optimization","21.performance-and-optimization/02.query-optimization",{"title":785,"path":786,"stem":787},"Template Rendering Optimization","/performance-and-optimization/template-rendering-optimization","21.performance-and-optimization/03.template-rendering-optimization",{"title":789,"path":790,"stem":791},"Using Select Related and Prefetch Related","/performance-and-optimization/using-select-related-and-prefetch-related","21.performance-and-optimization/04.using-select-related-and-prefetch-related",{"title":793,"path":794,"stem":795},"Caching Strategies","/performance-and-optimization/caching-strategies","21.performance-and-optimization/05.caching-strategies",{"title":797,"path":798,"stem":799},"Profiling Django Apps","/performance-and-optimization/profiling-django-apps","21.performance-and-optimization/06.profiling-django-apps",{"title":801,"path":802,"stem":803,"children":804},"Advanced and Expert Topics","/advanced-and-expert-topics","22.advanced-and-expert-topics/01.index",[805,806,810,814,818,822,826,830,834,838,842,846],{"title":801,"path":802,"stem":803},{"title":807,"path":808,"stem":809},"System Architecture Patterns","/advanced-and-expert-topics/system-architecture-patterns","22.advanced-and-expert-topics/02.system-architecture-patterns",{"title":811,"path":812,"stem":813},"Domain Driven Design with Django","/advanced-and-expert-topics/domain-driven-design-with-django","22.advanced-and-expert-topics/03.domain-driven-design-with-django",{"title":815,"path":816,"stem":817},"Building Large Scale Django Projects","/advanced-and-expert-topics/building-large-scale-django-projects","22.advanced-and-expert-topics/04.building-large-scale-django-projects",{"title":819,"path":820,"stem":821},"Plugin Architectures for Django Apps","/advanced-and-expert-topics/plugin-architectures-for-django-apps","22.advanced-and-expert-topics/05.plugin-architectures-for-django-apps",{"title":823,"path":824,"stem":825},"Extending Django's Core","/advanced-and-expert-topics/extending-djangos-core","22.advanced-and-expert-topics/06.extending-djangos-core",{"title":827,"path":828,"stem":829},"Custom ORM Expressions","/advanced-and-expert-topics/custom-orm-expressions","22.advanced-and-expert-topics/07.custom-orm-expressions",{"title":831,"path":832,"stem":833},"Custom Management Commands","/advanced-and-expert-topics/custom-management-commands","22.advanced-and-expert-topics/08.custom-management-commands",{"title":835,"path":836,"stem":837},"Working with Signals","/advanced-and-expert-topics/working-with-signals","22.advanced-and-expert-topics/09.working-with-signals",{"title":839,"path":840,"stem":841},"Building Reusable Django Packages","/advanced-and-expert-topics/building-reusable-django-packages","22.advanced-and-expert-topics/10.building-reusable-django-packages",{"title":843,"path":844,"stem":845},"Integrating Microservices","/advanced-and-expert-topics/integrating-microservices","22.advanced-and-expert-topics/11.integrating-microservices",{"title":847,"path":848,"stem":849},"Advanced Security Hardening","/advanced-and-expert-topics/advanced-security-hardening","22.advanced-and-expert-topics/12.advanced-security-hardening",{"title":851,"path":852,"stem":853,"children":854},"Logging in Django","/logging-in-django","23.logging-in-django/01.index",[855],{"title":851,"path":852,"stem":853},{"title":857,"path":858,"stem":859,"children":860},"FAQ and Troubleshooting","/faq-and-troubleshooting","24.faq-and-troubleshooting/01.index",[861],{"title":857,"path":858,"stem":859},{"title":863,"path":864,"stem":865,"children":866},"External Packages and Ecosystem","/external-packages-and-ecosystem","25.external-packages-and-ecosystem/01.index",[867],{"title":863,"path":864,"stem":865},{"title":869,"path":870,"stem":871,"children":872},"Django Internals and Contributing","/django-internals-and-contributing","26.django-internals-and-contributing/01.index",[873],{"title":869,"path":870,"stem":871},{"title":875,"path":876,"stem":877,"children":878},"Microservices with Django","/microservices-with-django","27.microservices-with-django/01.index",[879,880,884,888,892,896,900,904,908,912,916,920,924],{"title":875,"path":876,"stem":877},{"title":881,"path":882,"stem":883},"What Is a Microservice?","/microservices-with-django/what-is-a-microservice","27.microservices-with-django/02.what-is-a-microservice",{"title":885,"path":886,"stem":887},"Introducing the Django Microservices Architecture","/microservices-with-django/django-microservices-architecture","27.microservices-with-django/03.django-microservices-architecture",{"title":889,"path":890,"stem":891},"Setting Up the Development and Runtime Environment","/microservices-with-django/development-environment","27.microservices-with-django/04.development-environment",{"title":893,"path":894,"stem":895},"Cloud-native Data Processing with MongoDB","/microservices-with-django/cloud-native-data-processing","27.microservices-with-django/05.cloud-native-data-processing",{"title":897,"path":898,"stem":899},"Creating RESTful APIs for Microservices","/microservices-with-django/restful-apis","27.microservices-with-django/06.restful-apis",{"title":901,"path":902,"stem":903},"Orchestrating Microservices with Celery and RabbitMQ","/microservices-with-django/orchestrating-celery-rabbitmq","27.microservices-with-django/07.orchestrating-celery-rabbitmq",{"title":905,"path":906,"stem":907},"Testing Microservices","/microservices-with-django/testing-microservices","27.microservices-with-django/08.testing-microservices",{"title":909,"path":910,"stem":911},"Deploying Microservices","/microservices-with-django/deploying-microservices","27.microservices-with-django/09.deploying-microservices",{"title":913,"path":914,"stem":915},"Securing Microservices","/microservices-with-django/securing-microservices","27.microservices-with-django/10.securing-microservices",{"title":917,"path":918,"stem":919},"Improving Microservices Performance with Caching","/microservices-with-django/performance-caching","27.microservices-with-django/11.performance-caching",{"title":921,"path":922,"stem":923},"Best Practices","/microservices-with-django/best-practices","27.microservices-with-django/12.best-practices",{"title":925,"path":926,"stem":927},"Transforming a Monolithic Web App into a Microservice version","/microservices-with-django/monolith-to-microservices","27.microservices-with-django/13.monolith-to-microservices",{"title":929,"path":930,"stem":931,"children":932},"Releases","/releases","releases",[933,936,940,944,948,952,956,960,964,968,972,976,980,984,988,992,996,1000,1004,1008,1012],{"title":934,"path":930,"stem":935},"Django Releases","releases/index",{"title":937,"path":938,"stem":939},"Django 5.1.10 release notes","/releases/5.1.10","releases/5.1.10",{"title":941,"path":942,"stem":943},"Django 5.1.11 release notes","/releases/5.1.11","releases/5.1.11",{"title":945,"path":946,"stem":947},"Django 5.1.12 release notes","/releases/5.1.12","releases/5.1.12",{"title":949,"path":950,"stem":951},"Django 5.1.13 release notes","/releases/5.1.13","releases/5.1.13",{"title":953,"path":954,"stem":955},"Django 5.1.14 release notes","/releases/5.1.14","releases/5.1.14",{"title":957,"path":958,"stem":959},"Django 5.1.15 release notes","/releases/5.1.15","releases/5.1.15",{"title":961,"path":962,"stem":963},"Django 5.2 release notes","/releases/5.2","releases/5.2",{"title":965,"path":966,"stem":967},"Django 5.2.1 release notes","/releases/5.2.1","releases/5.2.1",{"title":969,"path":970,"stem":971},"Django 5.2.10 release notes","/releases/5.2.10","releases/5.2.10",{"title":973,"path":974,"stem":975},"Django 5.2.2 release notes","/releases/5.2.2","releases/5.2.2",{"title":977,"path":978,"stem":979},"Django 5.2.3 release notes","/releases/5.2.3","releases/5.2.3",{"title":981,"path":982,"stem":983},"Django 5.2.4 release notes","/releases/5.2.4","releases/5.2.4",{"title":985,"path":986,"stem":987},"Django 5.2.5 release notes","/releases/5.2.5","releases/5.2.5",{"title":989,"path":990,"stem":991},"Django 5.2.6 release notes","/releases/5.2.6","releases/5.2.6",{"title":993,"path":994,"stem":995},"Django 5.2.7 release notes","/releases/5.2.7","releases/5.2.7",{"title":997,"path":998,"stem":999},"Django 5.2.8 release notes","/releases/5.2.8","releases/5.2.8",{"title":1001,"path":1002,"stem":1003},"Django 5.2.9 release notes","/releases/5.2.9","releases/5.2.9",{"title":1005,"path":1006,"stem":1007},"Django 6.0 release notes","/releases/6.0","releases/6.0",{"title":1009,"path":1010,"stem":1011},"Django 6.0.1 release notes","/releases/6.0.1","releases/6.0.1",{"title":1013,"path":1014,"stem":1015},"Django 6.1 release notes - UNDER DEVELOPMENT","/releases/6.1","releases/6.1",{"id":1017,"title":292,"body":1018,"description":1028,"extension":10808,"links":10809,"meta":10810,"navigation":1108,"path":293,"seo":10811,"stem":294,"__hash__":10812},"docs/07.models-and-databases/10.search.md",{"type":1019,"value":1020,"toc":10791},"minimark",[1021,1025,1029,1034,1039,1824,1828,3050,3054,3058,4267,4271,5448,5452,5456,7687,7691,8876,8880,8883,10784,10787],[1022,1023,292],"h1",{"id":1024},"search",[1026,1027,1028],"p",{},"Django provides multiple approaches for implementing search functionality, from simple text-based searches to full-text search capabilities. Understanding these options enables you to choose the right search solution for your application's needs.",[1030,1031,1033],"h2",{"id":1032},"basic-text-search","Basic Text Search",[1035,1036,1038],"h3",{"id":1037},"simple-text-filtering","Simple Text Filtering",[1040,1041,1046],"pre",{"className":1042,"code":1043,"language":1044,"meta":1045,"style":1045},"language-python shiki shiki-themes material-theme-lighter vitesse-light vitesse-dark","from django.db.models import Q\nfrom myapp.models import Post, Author\n\n# Basic contains search\ndef simple_search(query):\n    \"\"\"Simple case-insensitive search across title and content\"\"\"\n    return Post.objects.filter(\n        Q(title__icontains=query) | Q(content__icontains=query)\n    ).distinct()\n\n# Multi-field search\ndef multi_field_search(query):\n    \"\"\"Search across multiple fields\"\"\"\n    return Post.objects.filter(\n        Q(title__icontains=query) |\n        Q(content__icontains=query) |\n        Q(author__first_name__icontains=query) |\n        Q(author__last_name__icontains=query) |\n        Q(tags__name__icontains=query)\n    ).distinct()\n\n# Word-based search\ndef word_search(query):\n    \"\"\"Search for individual words\"\"\"\n    words = query.split()\n    q_objects = Q()\n    \n    for word in words:\n        q_objects |= (\n            Q(title__icontains=word) |\n            Q(content__icontains=word)\n        )\n    \n    return Post.objects.filter(q_objects).distinct()\n\n# Advanced text search with ranking\ndef ranked_search(query):\n    \"\"\"Search with basic ranking by relevance\"\"\"\n    from django.db.models import Case, When, IntegerField, F\n    \n    return Post.objects.filter(\n        Q(title__icontains=query) | Q(content__icontains=query)\n    ).annotate(\n        relevance=Case(\n            # Title matches get higher score\n            When(title__icontains=query, then=3),\n            # Content matches get lower score\n            When(content__icontains=query, then=1),\n            default=0,\n            output_field=IntegerField()\n        )\n    ).order_by('-relevance', '-created_at').distinct()\n","python","",[1047,1048,1049,1080,1103,1110,1117,1138,1152,1175,1214,1226,1231,1237,1251,1261,1278,1296,1313,1331,1349,1365,1374,1379,1385,1399,1409,1427,1439,1445,1463,1475,1494,1509,1515,1520,1547,1552,1558,1572,1582,1618,1623,1640,1669,1679,1692,1698,1726,1732,1756,1770,1783,1788],"code",{"__ignoreMap":1045},[1050,1051,1054,1058,1062,1066,1069,1071,1074,1077],"span",{"class":1052,"line":1053},"line",1,[1050,1055,1057],{"class":1056},"siDh9","from",[1050,1059,1061],{"class":1060},"sftqT"," django",[1050,1063,1065],{"class":1064},"soVBu",".",[1050,1067,1068],{"class":1060},"db",[1050,1070,1065],{"class":1064},[1050,1072,1073],{"class":1060},"models ",[1050,1075,1076],{"class":1056},"import",[1050,1078,1079],{"class":1060}," Q\n",[1050,1081,1083,1085,1088,1090,1092,1094,1097,1100],{"class":1052,"line":1082},2,[1050,1084,1057],{"class":1056},[1050,1086,1087],{"class":1060}," myapp",[1050,1089,1065],{"class":1064},[1050,1091,1073],{"class":1060},[1050,1093,1076],{"class":1056},[1050,1095,1096],{"class":1060}," Post",[1050,1098,1099],{"class":1064},",",[1050,1101,1102],{"class":1060}," Author\n",[1050,1104,1106],{"class":1052,"line":1105},3,[1050,1107,1109],{"emptyLinePlaceholder":1108},true,"\n",[1050,1111,1113],{"class":1052,"line":1112},4,[1050,1114,1116],{"class":1115},"s9Tkl","# Basic contains search\n",[1050,1118,1120,1124,1128,1131,1135],{"class":1052,"line":1119},5,[1050,1121,1123],{"class":1122},"s5Kfy","def",[1050,1125,1127],{"class":1126},"sljsM"," simple_search",[1050,1129,1130],{"class":1064},"(",[1050,1132,1134],{"class":1133},"sCyAa","query",[1050,1136,1137],{"class":1064},"):\n",[1050,1139,1141,1145,1149],{"class":1052,"line":1140},6,[1050,1142,1144],{"class":1143},"sm7ve","    \"\"\"",[1050,1146,1148],{"class":1147},"sVyVU","Simple case-insensitive search across title and content",[1050,1150,1151],{"class":1143},"\"\"\"\n",[1050,1153,1155,1158,1160,1162,1166,1168,1172],{"class":1052,"line":1154},7,[1050,1156,1157],{"class":1056},"    return",[1050,1159,1096],{"class":1060},[1050,1161,1065],{"class":1064},[1050,1163,1165],{"class":1164},"sBPpx","objects",[1050,1167,1065],{"class":1064},[1050,1169,1171],{"class":1170},"siWMO","filter",[1050,1173,1174],{"class":1064},"(\n",[1050,1176,1178,1181,1183,1187,1190,1192,1195,1199,1202,1204,1207,1209,1211],{"class":1052,"line":1177},8,[1050,1179,1180],{"class":1170},"        Q",[1050,1182,1130],{"class":1064},[1050,1184,1186],{"class":1185},"sqOPj","title__icontains",[1050,1188,1189],{"class":1064},"=",[1050,1191,1134],{"class":1170},[1050,1193,1194],{"class":1064},")",[1050,1196,1198],{"class":1197},"sVsLi"," |",[1050,1200,1201],{"class":1170}," Q",[1050,1203,1130],{"class":1064},[1050,1205,1206],{"class":1185},"content__icontains",[1050,1208,1189],{"class":1064},[1050,1210,1134],{"class":1170},[1050,1212,1213],{"class":1064},")\n",[1050,1215,1217,1220,1223],{"class":1052,"line":1216},9,[1050,1218,1219],{"class":1064},"    ).",[1050,1221,1222],{"class":1170},"distinct",[1050,1224,1225],{"class":1064},"()\n",[1050,1227,1229],{"class":1052,"line":1228},10,[1050,1230,1109],{"emptyLinePlaceholder":1108},[1050,1232,1234],{"class":1052,"line":1233},11,[1050,1235,1236],{"class":1115},"# Multi-field search\n",[1050,1238,1240,1242,1245,1247,1249],{"class":1052,"line":1239},12,[1050,1241,1123],{"class":1122},[1050,1243,1244],{"class":1126}," multi_field_search",[1050,1246,1130],{"class":1064},[1050,1248,1134],{"class":1133},[1050,1250,1137],{"class":1064},[1050,1252,1254,1256,1259],{"class":1052,"line":1253},13,[1050,1255,1144],{"class":1143},[1050,1257,1258],{"class":1147},"Search across multiple fields",[1050,1260,1151],{"class":1143},[1050,1262,1264,1266,1268,1270,1272,1274,1276],{"class":1052,"line":1263},14,[1050,1265,1157],{"class":1056},[1050,1267,1096],{"class":1060},[1050,1269,1065],{"class":1064},[1050,1271,1165],{"class":1164},[1050,1273,1065],{"class":1064},[1050,1275,1171],{"class":1170},[1050,1277,1174],{"class":1064},[1050,1279,1281,1283,1285,1287,1289,1291,1293],{"class":1052,"line":1280},15,[1050,1282,1180],{"class":1170},[1050,1284,1130],{"class":1064},[1050,1286,1186],{"class":1185},[1050,1288,1189],{"class":1064},[1050,1290,1134],{"class":1170},[1050,1292,1194],{"class":1064},[1050,1294,1295],{"class":1197}," |\n",[1050,1297,1299,1301,1303,1305,1307,1309,1311],{"class":1052,"line":1298},16,[1050,1300,1180],{"class":1170},[1050,1302,1130],{"class":1064},[1050,1304,1206],{"class":1185},[1050,1306,1189],{"class":1064},[1050,1308,1134],{"class":1170},[1050,1310,1194],{"class":1064},[1050,1312,1295],{"class":1197},[1050,1314,1316,1318,1320,1323,1325,1327,1329],{"class":1052,"line":1315},17,[1050,1317,1180],{"class":1170},[1050,1319,1130],{"class":1064},[1050,1321,1322],{"class":1185},"author__first_name__icontains",[1050,1324,1189],{"class":1064},[1050,1326,1134],{"class":1170},[1050,1328,1194],{"class":1064},[1050,1330,1295],{"class":1197},[1050,1332,1334,1336,1338,1341,1343,1345,1347],{"class":1052,"line":1333},18,[1050,1335,1180],{"class":1170},[1050,1337,1130],{"class":1064},[1050,1339,1340],{"class":1185},"author__last_name__icontains",[1050,1342,1189],{"class":1064},[1050,1344,1134],{"class":1170},[1050,1346,1194],{"class":1064},[1050,1348,1295],{"class":1197},[1050,1350,1352,1354,1356,1359,1361,1363],{"class":1052,"line":1351},19,[1050,1353,1180],{"class":1170},[1050,1355,1130],{"class":1064},[1050,1357,1358],{"class":1185},"tags__name__icontains",[1050,1360,1189],{"class":1064},[1050,1362,1134],{"class":1170},[1050,1364,1213],{"class":1064},[1050,1366,1368,1370,1372],{"class":1052,"line":1367},20,[1050,1369,1219],{"class":1064},[1050,1371,1222],{"class":1170},[1050,1373,1225],{"class":1064},[1050,1375,1377],{"class":1052,"line":1376},21,[1050,1378,1109],{"emptyLinePlaceholder":1108},[1050,1380,1382],{"class":1052,"line":1381},22,[1050,1383,1384],{"class":1115},"# Word-based search\n",[1050,1386,1388,1390,1393,1395,1397],{"class":1052,"line":1387},23,[1050,1389,1123],{"class":1122},[1050,1391,1392],{"class":1126}," word_search",[1050,1394,1130],{"class":1064},[1050,1396,1134],{"class":1133},[1050,1398,1137],{"class":1064},[1050,1400,1402,1404,1407],{"class":1052,"line":1401},24,[1050,1403,1144],{"class":1143},[1050,1405,1406],{"class":1147},"Search for individual words",[1050,1408,1151],{"class":1143},[1050,1410,1412,1415,1417,1420,1422,1425],{"class":1052,"line":1411},25,[1050,1413,1414],{"class":1060},"    words ",[1050,1416,1189],{"class":1064},[1050,1418,1419],{"class":1060}," query",[1050,1421,1065],{"class":1064},[1050,1423,1424],{"class":1170},"split",[1050,1426,1225],{"class":1064},[1050,1428,1430,1433,1435,1437],{"class":1052,"line":1429},26,[1050,1431,1432],{"class":1060},"    q_objects ",[1050,1434,1189],{"class":1064},[1050,1436,1201],{"class":1170},[1050,1438,1225],{"class":1064},[1050,1440,1442],{"class":1052,"line":1441},27,[1050,1443,1444],{"class":1060},"    \n",[1050,1446,1448,1451,1454,1457,1460],{"class":1052,"line":1447},28,[1050,1449,1450],{"class":1056},"    for",[1050,1452,1453],{"class":1060}," word ",[1050,1455,1456],{"class":1056},"in",[1050,1458,1459],{"class":1060}," words",[1050,1461,1462],{"class":1064},":\n",[1050,1464,1466,1469,1472],{"class":1052,"line":1465},29,[1050,1467,1468],{"class":1060},"        q_objects ",[1050,1470,1471],{"class":1064},"|=",[1050,1473,1474],{"class":1064}," (\n",[1050,1476,1478,1481,1483,1485,1487,1490,1492],{"class":1052,"line":1477},30,[1050,1479,1480],{"class":1170},"            Q",[1050,1482,1130],{"class":1064},[1050,1484,1186],{"class":1185},[1050,1486,1189],{"class":1064},[1050,1488,1489],{"class":1170},"word",[1050,1491,1194],{"class":1064},[1050,1493,1295],{"class":1197},[1050,1495,1497,1499,1501,1503,1505,1507],{"class":1052,"line":1496},31,[1050,1498,1480],{"class":1170},[1050,1500,1130],{"class":1064},[1050,1502,1206],{"class":1185},[1050,1504,1189],{"class":1064},[1050,1506,1489],{"class":1170},[1050,1508,1213],{"class":1064},[1050,1510,1512],{"class":1052,"line":1511},32,[1050,1513,1514],{"class":1064},"        )\n",[1050,1516,1518],{"class":1052,"line":1517},33,[1050,1519,1444],{"class":1060},[1050,1521,1523,1525,1527,1529,1531,1533,1535,1537,1540,1543,1545],{"class":1052,"line":1522},34,[1050,1524,1157],{"class":1056},[1050,1526,1096],{"class":1060},[1050,1528,1065],{"class":1064},[1050,1530,1165],{"class":1164},[1050,1532,1065],{"class":1064},[1050,1534,1171],{"class":1170},[1050,1536,1130],{"class":1064},[1050,1538,1539],{"class":1170},"q_objects",[1050,1541,1542],{"class":1064},").",[1050,1544,1222],{"class":1170},[1050,1546,1225],{"class":1064},[1050,1548,1550],{"class":1052,"line":1549},35,[1050,1551,1109],{"emptyLinePlaceholder":1108},[1050,1553,1555],{"class":1052,"line":1554},36,[1050,1556,1557],{"class":1115},"# Advanced text search with ranking\n",[1050,1559,1561,1563,1566,1568,1570],{"class":1052,"line":1560},37,[1050,1562,1123],{"class":1122},[1050,1564,1565],{"class":1126}," ranked_search",[1050,1567,1130],{"class":1064},[1050,1569,1134],{"class":1133},[1050,1571,1137],{"class":1064},[1050,1573,1575,1577,1580],{"class":1052,"line":1574},38,[1050,1576,1144],{"class":1143},[1050,1578,1579],{"class":1147},"Search with basic ranking by relevance",[1050,1581,1151],{"class":1143},[1050,1583,1585,1588,1590,1592,1594,1596,1598,1600,1603,1605,1608,1610,1613,1615],{"class":1052,"line":1584},39,[1050,1586,1587],{"class":1056},"    from",[1050,1589,1061],{"class":1060},[1050,1591,1065],{"class":1064},[1050,1593,1068],{"class":1060},[1050,1595,1065],{"class":1064},[1050,1597,1073],{"class":1060},[1050,1599,1076],{"class":1056},[1050,1601,1602],{"class":1060}," Case",[1050,1604,1099],{"class":1064},[1050,1606,1607],{"class":1060}," When",[1050,1609,1099],{"class":1064},[1050,1611,1612],{"class":1060}," IntegerField",[1050,1614,1099],{"class":1064},[1050,1616,1617],{"class":1060}," F\n",[1050,1619,1621],{"class":1052,"line":1620},40,[1050,1622,1444],{"class":1060},[1050,1624,1626,1628,1630,1632,1634,1636,1638],{"class":1052,"line":1625},41,[1050,1627,1157],{"class":1056},[1050,1629,1096],{"class":1060},[1050,1631,1065],{"class":1064},[1050,1633,1165],{"class":1164},[1050,1635,1065],{"class":1064},[1050,1637,1171],{"class":1170},[1050,1639,1174],{"class":1064},[1050,1641,1643,1645,1647,1649,1651,1653,1655,1657,1659,1661,1663,1665,1667],{"class":1052,"line":1642},42,[1050,1644,1180],{"class":1170},[1050,1646,1130],{"class":1064},[1050,1648,1186],{"class":1185},[1050,1650,1189],{"class":1064},[1050,1652,1134],{"class":1170},[1050,1654,1194],{"class":1064},[1050,1656,1198],{"class":1197},[1050,1658,1201],{"class":1170},[1050,1660,1130],{"class":1064},[1050,1662,1206],{"class":1185},[1050,1664,1189],{"class":1064},[1050,1666,1134],{"class":1170},[1050,1668,1213],{"class":1064},[1050,1670,1672,1674,1677],{"class":1052,"line":1671},43,[1050,1673,1219],{"class":1064},[1050,1675,1676],{"class":1170},"annotate",[1050,1678,1174],{"class":1064},[1050,1680,1682,1685,1687,1690],{"class":1052,"line":1681},44,[1050,1683,1684],{"class":1185},"        relevance",[1050,1686,1189],{"class":1064},[1050,1688,1689],{"class":1170},"Case",[1050,1691,1174],{"class":1064},[1050,1693,1695],{"class":1052,"line":1694},45,[1050,1696,1697],{"class":1115},"            # Title matches get higher score\n",[1050,1699,1701,1704,1706,1708,1710,1712,1714,1717,1719,1723],{"class":1052,"line":1700},46,[1050,1702,1703],{"class":1170},"            When",[1050,1705,1130],{"class":1064},[1050,1707,1186],{"class":1185},[1050,1709,1189],{"class":1064},[1050,1711,1134],{"class":1170},[1050,1713,1099],{"class":1064},[1050,1715,1716],{"class":1185}," then",[1050,1718,1189],{"class":1064},[1050,1720,1722],{"class":1721},"s7CZa","3",[1050,1724,1725],{"class":1064},"),\n",[1050,1727,1729],{"class":1052,"line":1728},47,[1050,1730,1731],{"class":1115},"            # Content matches get lower score\n",[1050,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1754],{"class":1052,"line":1734},48,[1050,1736,1703],{"class":1170},[1050,1738,1130],{"class":1064},[1050,1740,1206],{"class":1185},[1050,1742,1189],{"class":1064},[1050,1744,1134],{"class":1170},[1050,1746,1099],{"class":1064},[1050,1748,1716],{"class":1185},[1050,1750,1189],{"class":1064},[1050,1752,1753],{"class":1721},"1",[1050,1755,1725],{"class":1064},[1050,1757,1759,1762,1764,1767],{"class":1052,"line":1758},49,[1050,1760,1761],{"class":1185},"            default",[1050,1763,1189],{"class":1064},[1050,1765,1766],{"class":1721},"0",[1050,1768,1769],{"class":1064},",\n",[1050,1771,1773,1776,1778,1781],{"class":1052,"line":1772},50,[1050,1774,1775],{"class":1185},"            output_field",[1050,1777,1189],{"class":1064},[1050,1779,1780],{"class":1170},"IntegerField",[1050,1782,1225],{"class":1064},[1050,1784,1786],{"class":1052,"line":1785},51,[1050,1787,1514],{"class":1064},[1050,1789,1791,1793,1796,1798,1802,1806,1808,1810,1813,1816,1818,1820,1822],{"class":1052,"line":1790},52,[1050,1792,1219],{"class":1064},[1050,1794,1795],{"class":1170},"order_by",[1050,1797,1130],{"class":1064},[1050,1799,1801],{"class":1800},"sbYkP","'",[1050,1803,1805],{"class":1804},"sTbE_","-relevance",[1050,1807,1801],{"class":1800},[1050,1809,1099],{"class":1064},[1050,1811,1812],{"class":1800}," '",[1050,1814,1815],{"class":1804},"-created_at",[1050,1817,1801],{"class":1800},[1050,1819,1542],{"class":1064},[1050,1821,1222],{"class":1170},[1050,1823,1225],{"class":1064},[1035,1825,1827],{"id":1826},"advanced-text-search-patterns","Advanced Text Search Patterns",[1040,1829,1831],{"className":1042,"code":1830,"language":1044,"meta":1045,"style":1045},"import re\nfrom django.db.models import Q, F, Value, CharField\nfrom django.db.models.functions import Concat\n\nclass SearchManager:\n    \"\"\"Advanced search functionality\"\"\"\n    \n    @staticmethod\n    def fuzzy_search(query, model=Post):\n        \"\"\"Fuzzy search with multiple strategies\"\"\"\n        \n        # Exact phrase search\n        exact_matches = model.objects.filter(\n            Q(title__icontains=query) | Q(content__icontains=query)\n        )\n        \n        # Word-based search\n        words = query.split()\n        word_queries = Q()\n        for word in words:\n            word_queries |= (\n                Q(title__icontains=word) |\n                Q(content__icontains=word)\n            )\n        \n        word_matches = model.objects.filter(word_queries)\n        \n        # Combine results with exact matches first\n        return exact_matches.union(word_matches, all=False)\n    \n    @staticmethod\n    def search_with_filters(query, **filters):\n        \"\"\"Search with additional filters\"\"\"\n        \n        # Base search query\n        search_q = Q(title__icontains=query) | Q(content__icontains=query)\n        \n        # Apply additional filters\n        filter_q = Q()\n        for field, value in filters.items():\n            if value:\n                filter_q &= Q(**{field: value})\n        \n        return Post.objects.filter(search_q & filter_q).distinct()\n    \n    @staticmethod\n    def autocomplete_search(query, field='title', limit=10):\n        \"\"\"Autocomplete suggestions\"\"\"\n        \n        return Post.objects.filter(\n            **{f'{field}__istartswith': query}\n        ).values_list(field, flat=True).distinct()[:limit]\n    \n    @staticmethod\n    def search_suggestions(query):\n        \"\"\"Generate search suggestions\"\"\"\n        \n        # Get similar titles\n        title_suggestions = Post.objects.filter(\n            title__icontains=query\n        ).values_list('title', flat=True)[:5]\n        \n        # Get related tags\n        tag_suggestions = Tag.objects.filter(\n            name__icontains=query\n        ).values_list('name', flat=True)[:5]\n        \n        # Get author names\n        author_suggestions = Author.objects.annotate(\n            full_name=Concat('first_name', Value(' '), 'last_name')\n        ).filter(\n            full_name__icontains=query\n        ).values_list('full_name', flat=True)[:5]\n        \n        return {\n            'titles': list(title_suggestions),\n            'tags': list(tag_suggestions),\n            'authors': list(author_suggestions)\n        }\n\n# Usage examples\nresults = SearchManager.fuzzy_search('django tutorial')\nfiltered_results = SearchManager.search_with_filters(\n    'python',\n    category__slug='programming',\n    status='published'\n)\nsuggestions = SearchManager.autocomplete_search('djan')\n",[1047,1832,1833,1840,1873,1898,1902,1913,1922,1926,1935,1959,1969,1974,1979,1998,2026,2030,2034,2039,2054,2065,2078,2087,2104,2118,2123,2127,2151,2155,2160,2191,2195,2201,2222,2231,2235,2240,2273,2277,2282,2293,2318,2328,2357,2361,2392,2396,2402,2438,2447,2451,2467,2497,2532,2537,2544,2558,2568,2573,2579,2599,2610,2641,2646,2652,2673,2683,2713,2718,2724,2745,2787,2796,2806,2836,2841,2849,2872,2893,2914,2920,2925,2931,2957,2974,2986,3003,3019,3024],{"__ignoreMap":1045},[1050,1834,1835,1837],{"class":1052,"line":1053},[1050,1836,1076],{"class":1056},[1050,1838,1839],{"class":1060}," re\n",[1050,1841,1842,1844,1846,1848,1850,1852,1854,1856,1858,1860,1863,1865,1868,1870],{"class":1052,"line":1082},[1050,1843,1057],{"class":1056},[1050,1845,1061],{"class":1060},[1050,1847,1065],{"class":1064},[1050,1849,1068],{"class":1060},[1050,1851,1065],{"class":1064},[1050,1853,1073],{"class":1060},[1050,1855,1076],{"class":1056},[1050,1857,1201],{"class":1060},[1050,1859,1099],{"class":1064},[1050,1861,1862],{"class":1060}," F",[1050,1864,1099],{"class":1064},[1050,1866,1867],{"class":1060}," Value",[1050,1869,1099],{"class":1064},[1050,1871,1872],{"class":1060}," CharField\n",[1050,1874,1875,1877,1879,1881,1883,1885,1888,1890,1893,1895],{"class":1052,"line":1105},[1050,1876,1057],{"class":1056},[1050,1878,1061],{"class":1060},[1050,1880,1065],{"class":1064},[1050,1882,1068],{"class":1060},[1050,1884,1065],{"class":1064},[1050,1886,1887],{"class":1060},"models",[1050,1889,1065],{"class":1064},[1050,1891,1892],{"class":1060},"functions ",[1050,1894,1076],{"class":1056},[1050,1896,1897],{"class":1060}," Concat\n",[1050,1899,1900],{"class":1052,"line":1112},[1050,1901,1109],{"emptyLinePlaceholder":1108},[1050,1903,1904,1907,1911],{"class":1052,"line":1119},[1050,1905,1906],{"class":1122},"class",[1050,1908,1910],{"class":1909},"sD-vU"," SearchManager",[1050,1912,1462],{"class":1064},[1050,1914,1915,1917,1920],{"class":1052,"line":1140},[1050,1916,1144],{"class":1143},[1050,1918,1919],{"class":1147},"Advanced search functionality",[1050,1921,1151],{"class":1143},[1050,1923,1924],{"class":1052,"line":1154},[1050,1925,1444],{"class":1060},[1050,1927,1928,1931],{"class":1052,"line":1177},[1050,1929,1930],{"class":1064},"    @",[1050,1932,1934],{"class":1933},"sa2tF","staticmethod\n",[1050,1936,1937,1940,1943,1945,1947,1949,1952,1954,1957],{"class":1052,"line":1216},[1050,1938,1939],{"class":1122},"    def",[1050,1941,1942],{"class":1126}," fuzzy_search",[1050,1944,1130],{"class":1064},[1050,1946,1134],{"class":1133},[1050,1948,1099],{"class":1064},[1050,1950,1951],{"class":1133}," model",[1050,1953,1189],{"class":1197},[1050,1955,1956],{"class":1060},"Post",[1050,1958,1137],{"class":1064},[1050,1960,1961,1964,1967],{"class":1052,"line":1228},[1050,1962,1963],{"class":1143},"        \"\"\"",[1050,1965,1966],{"class":1147},"Fuzzy search with multiple strategies",[1050,1968,1151],{"class":1143},[1050,1970,1971],{"class":1052,"line":1233},[1050,1972,1973],{"class":1060},"        \n",[1050,1975,1976],{"class":1052,"line":1239},[1050,1977,1978],{"class":1115},"        # Exact phrase search\n",[1050,1980,1981,1984,1986,1988,1990,1992,1994,1996],{"class":1052,"line":1253},[1050,1982,1983],{"class":1060},"        exact_matches ",[1050,1985,1189],{"class":1064},[1050,1987,1951],{"class":1060},[1050,1989,1065],{"class":1064},[1050,1991,1165],{"class":1164},[1050,1993,1065],{"class":1064},[1050,1995,1171],{"class":1170},[1050,1997,1174],{"class":1064},[1050,1999,2000,2002,2004,2006,2008,2010,2012,2014,2016,2018,2020,2022,2024],{"class":1052,"line":1263},[1050,2001,1480],{"class":1170},[1050,2003,1130],{"class":1064},[1050,2005,1186],{"class":1185},[1050,2007,1189],{"class":1064},[1050,2009,1134],{"class":1170},[1050,2011,1194],{"class":1064},[1050,2013,1198],{"class":1197},[1050,2015,1201],{"class":1170},[1050,2017,1130],{"class":1064},[1050,2019,1206],{"class":1185},[1050,2021,1189],{"class":1064},[1050,2023,1134],{"class":1170},[1050,2025,1213],{"class":1064},[1050,2027,2028],{"class":1052,"line":1280},[1050,2029,1514],{"class":1064},[1050,2031,2032],{"class":1052,"line":1298},[1050,2033,1973],{"class":1060},[1050,2035,2036],{"class":1052,"line":1315},[1050,2037,2038],{"class":1115},"        # Word-based search\n",[1050,2040,2041,2044,2046,2048,2050,2052],{"class":1052,"line":1333},[1050,2042,2043],{"class":1060},"        words ",[1050,2045,1189],{"class":1064},[1050,2047,1419],{"class":1060},[1050,2049,1065],{"class":1064},[1050,2051,1424],{"class":1170},[1050,2053,1225],{"class":1064},[1050,2055,2056,2059,2061,2063],{"class":1052,"line":1351},[1050,2057,2058],{"class":1060},"        word_queries ",[1050,2060,1189],{"class":1064},[1050,2062,1201],{"class":1170},[1050,2064,1225],{"class":1064},[1050,2066,2067,2070,2072,2074,2076],{"class":1052,"line":1367},[1050,2068,2069],{"class":1056},"        for",[1050,2071,1453],{"class":1060},[1050,2073,1456],{"class":1056},[1050,2075,1459],{"class":1060},[1050,2077,1462],{"class":1064},[1050,2079,2080,2083,2085],{"class":1052,"line":1376},[1050,2081,2082],{"class":1060},"            word_queries ",[1050,2084,1471],{"class":1064},[1050,2086,1474],{"class":1064},[1050,2088,2089,2092,2094,2096,2098,2100,2102],{"class":1052,"line":1381},[1050,2090,2091],{"class":1170},"                Q",[1050,2093,1130],{"class":1064},[1050,2095,1186],{"class":1185},[1050,2097,1189],{"class":1064},[1050,2099,1489],{"class":1170},[1050,2101,1194],{"class":1064},[1050,2103,1295],{"class":1197},[1050,2105,2106,2108,2110,2112,2114,2116],{"class":1052,"line":1387},[1050,2107,2091],{"class":1170},[1050,2109,1130],{"class":1064},[1050,2111,1206],{"class":1185},[1050,2113,1189],{"class":1064},[1050,2115,1489],{"class":1170},[1050,2117,1213],{"class":1064},[1050,2119,2120],{"class":1052,"line":1401},[1050,2121,2122],{"class":1064},"            )\n",[1050,2124,2125],{"class":1052,"line":1411},[1050,2126,1973],{"class":1060},[1050,2128,2129,2132,2134,2136,2138,2140,2142,2144,2146,2149],{"class":1052,"line":1429},[1050,2130,2131],{"class":1060},"        word_matches ",[1050,2133,1189],{"class":1064},[1050,2135,1951],{"class":1060},[1050,2137,1065],{"class":1064},[1050,2139,1165],{"class":1164},[1050,2141,1065],{"class":1064},[1050,2143,1171],{"class":1170},[1050,2145,1130],{"class":1064},[1050,2147,2148],{"class":1170},"word_queries",[1050,2150,1213],{"class":1064},[1050,2152,2153],{"class":1052,"line":1441},[1050,2154,1973],{"class":1060},[1050,2156,2157],{"class":1052,"line":1447},[1050,2158,2159],{"class":1115},"        # Combine results with exact matches first\n",[1050,2161,2162,2165,2168,2170,2173,2175,2178,2180,2183,2185,2189],{"class":1052,"line":1465},[1050,2163,2164],{"class":1056},"        return",[1050,2166,2167],{"class":1060}," exact_matches",[1050,2169,1065],{"class":1064},[1050,2171,2172],{"class":1170},"union",[1050,2174,1130],{"class":1064},[1050,2176,2177],{"class":1170},"word_matches",[1050,2179,1099],{"class":1064},[1050,2181,2182],{"class":1185}," all",[1050,2184,1189],{"class":1064},[1050,2186,2188],{"class":2187},"s8XtY","False",[1050,2190,1213],{"class":1064},[1050,2192,2193],{"class":1052,"line":1477},[1050,2194,1444],{"class":1060},[1050,2196,2197,2199],{"class":1052,"line":1496},[1050,2198,1930],{"class":1064},[1050,2200,1934],{"class":1933},[1050,2202,2203,2205,2208,2210,2212,2214,2217,2220],{"class":1052,"line":1511},[1050,2204,1939],{"class":1122},[1050,2206,2207],{"class":1126}," search_with_filters",[1050,2209,1130],{"class":1064},[1050,2211,1134],{"class":1133},[1050,2213,1099],{"class":1064},[1050,2215,2216],{"class":1197}," **",[1050,2218,2219],{"class":1133},"filters",[1050,2221,1137],{"class":1064},[1050,2223,2224,2226,2229],{"class":1052,"line":1517},[1050,2225,1963],{"class":1143},[1050,2227,2228],{"class":1147},"Search with additional filters",[1050,2230,1151],{"class":1143},[1050,2232,2233],{"class":1052,"line":1522},[1050,2234,1973],{"class":1060},[1050,2236,2237],{"class":1052,"line":1549},[1050,2238,2239],{"class":1115},"        # Base search query\n",[1050,2241,2242,2245,2247,2249,2251,2253,2255,2257,2259,2261,2263,2265,2267,2269,2271],{"class":1052,"line":1554},[1050,2243,2244],{"class":1060},"        search_q ",[1050,2246,1189],{"class":1064},[1050,2248,1201],{"class":1170},[1050,2250,1130],{"class":1064},[1050,2252,1186],{"class":1185},[1050,2254,1189],{"class":1064},[1050,2256,1134],{"class":1170},[1050,2258,1194],{"class":1064},[1050,2260,1198],{"class":1197},[1050,2262,1201],{"class":1170},[1050,2264,1130],{"class":1064},[1050,2266,1206],{"class":1185},[1050,2268,1189],{"class":1064},[1050,2270,1134],{"class":1170},[1050,2272,1213],{"class":1064},[1050,2274,2275],{"class":1052,"line":1560},[1050,2276,1973],{"class":1060},[1050,2278,2279],{"class":1052,"line":1574},[1050,2280,2281],{"class":1115},"        # Apply additional filters\n",[1050,2283,2284,2287,2289,2291],{"class":1052,"line":1584},[1050,2285,2286],{"class":1060},"        filter_q ",[1050,2288,1189],{"class":1064},[1050,2290,1201],{"class":1170},[1050,2292,1225],{"class":1064},[1050,2294,2295,2297,2300,2302,2305,2307,2310,2312,2315],{"class":1052,"line":1620},[1050,2296,2069],{"class":1056},[1050,2298,2299],{"class":1060}," field",[1050,2301,1099],{"class":1064},[1050,2303,2304],{"class":1060}," value ",[1050,2306,1456],{"class":1056},[1050,2308,2309],{"class":1060}," filters",[1050,2311,1065],{"class":1064},[1050,2313,2314],{"class":1170},"items",[1050,2316,2317],{"class":1064},"():\n",[1050,2319,2320,2323,2326],{"class":1052,"line":1625},[1050,2321,2322],{"class":1056},"            if",[1050,2324,2325],{"class":1060}," value",[1050,2327,1462],{"class":1064},[1050,2329,2330,2333,2336,2338,2340,2343,2346,2349,2352,2354],{"class":1052,"line":1642},[1050,2331,2332],{"class":1060},"                filter_q ",[1050,2334,2335],{"class":1064},"&=",[1050,2337,1201],{"class":1170},[1050,2339,1130],{"class":1064},[1050,2341,2342],{"class":1197},"**",[1050,2344,2345],{"class":1064},"{",[1050,2347,2348],{"class":1170},"field",[1050,2350,2351],{"class":1064},":",[1050,2353,2325],{"class":1170},[1050,2355,2356],{"class":1064},"})\n",[1050,2358,2359],{"class":1052,"line":1671},[1050,2360,1973],{"class":1060},[1050,2362,2363,2365,2367,2369,2371,2373,2375,2377,2380,2383,2386,2388,2390],{"class":1052,"line":1681},[1050,2364,2164],{"class":1056},[1050,2366,1096],{"class":1060},[1050,2368,1065],{"class":1064},[1050,2370,1165],{"class":1164},[1050,2372,1065],{"class":1064},[1050,2374,1171],{"class":1170},[1050,2376,1130],{"class":1064},[1050,2378,2379],{"class":1170},"search_q ",[1050,2381,2382],{"class":1197},"&",[1050,2384,2385],{"class":1170}," filter_q",[1050,2387,1542],{"class":1064},[1050,2389,1222],{"class":1170},[1050,2391,1225],{"class":1064},[1050,2393,2394],{"class":1052,"line":1694},[1050,2395,1444],{"class":1060},[1050,2397,2398,2400],{"class":1052,"line":1700},[1050,2399,1930],{"class":1064},[1050,2401,1934],{"class":1933},[1050,2403,2404,2406,2409,2411,2413,2415,2417,2419,2421,2424,2426,2428,2431,2433,2436],{"class":1052,"line":1728},[1050,2405,1939],{"class":1122},[1050,2407,2408],{"class":1126}," autocomplete_search",[1050,2410,1130],{"class":1064},[1050,2412,1134],{"class":1133},[1050,2414,1099],{"class":1064},[1050,2416,2299],{"class":1133},[1050,2418,1189],{"class":1197},[1050,2420,1801],{"class":1800},[1050,2422,2423],{"class":1804},"title",[1050,2425,1801],{"class":1800},[1050,2427,1099],{"class":1064},[1050,2429,2430],{"class":1133}," limit",[1050,2432,1189],{"class":1197},[1050,2434,2435],{"class":1721},"10",[1050,2437,1137],{"class":1064},[1050,2439,2440,2442,2445],{"class":1052,"line":1734},[1050,2441,1963],{"class":1143},[1050,2443,2444],{"class":1147},"Autocomplete suggestions",[1050,2446,1151],{"class":1143},[1050,2448,2449],{"class":1052,"line":1758},[1050,2450,1973],{"class":1060},[1050,2452,2453,2455,2457,2459,2461,2463,2465],{"class":1052,"line":1772},[1050,2454,2164],{"class":1056},[1050,2456,1096],{"class":1060},[1050,2458,1065],{"class":1064},[1050,2460,1165],{"class":1164},[1050,2462,1065],{"class":1064},[1050,2464,1171],{"class":1170},[1050,2466,1174],{"class":1064},[1050,2468,2469,2472,2474,2477,2479,2482,2484,2487,2490,2492,2494],{"class":1052,"line":1785},[1050,2470,2471],{"class":1197},"            **",[1050,2473,2345],{"class":1064},[1050,2475,2476],{"class":1122},"f",[1050,2478,1801],{"class":1804},[1050,2480,2345],{"class":2481},"s3h35",[1050,2483,2348],{"class":1170},[1050,2485,2486],{"class":2481},"}",[1050,2488,2489],{"class":1804},"__istartswith'",[1050,2491,2351],{"class":1064},[1050,2493,1419],{"class":1170},[1050,2495,2496],{"class":1064},"}\n",[1050,2498,2499,2502,2505,2507,2509,2511,2514,2516,2519,2521,2523,2526,2529],{"class":1052,"line":1790},[1050,2500,2501],{"class":1064},"        ).",[1050,2503,2504],{"class":1170},"values_list",[1050,2506,1130],{"class":1064},[1050,2508,2348],{"class":1170},[1050,2510,1099],{"class":1064},[1050,2512,2513],{"class":1185}," flat",[1050,2515,1189],{"class":1064},[1050,2517,2518],{"class":2187},"True",[1050,2520,1542],{"class":1064},[1050,2522,1222],{"class":1170},[1050,2524,2525],{"class":1064},"()[:",[1050,2527,2528],{"class":1060},"limit",[1050,2530,2531],{"class":1064},"]\n",[1050,2533,2535],{"class":1052,"line":2534},53,[1050,2536,1444],{"class":1060},[1050,2538,2540,2542],{"class":1052,"line":2539},54,[1050,2541,1930],{"class":1064},[1050,2543,1934],{"class":1933},[1050,2545,2547,2549,2552,2554,2556],{"class":1052,"line":2546},55,[1050,2548,1939],{"class":1122},[1050,2550,2551],{"class":1126}," search_suggestions",[1050,2553,1130],{"class":1064},[1050,2555,1134],{"class":1133},[1050,2557,1137],{"class":1064},[1050,2559,2561,2563,2566],{"class":1052,"line":2560},56,[1050,2562,1963],{"class":1143},[1050,2564,2565],{"class":1147},"Generate search suggestions",[1050,2567,1151],{"class":1143},[1050,2569,2571],{"class":1052,"line":2570},57,[1050,2572,1973],{"class":1060},[1050,2574,2576],{"class":1052,"line":2575},58,[1050,2577,2578],{"class":1115},"        # Get similar titles\n",[1050,2580,2582,2585,2587,2589,2591,2593,2595,2597],{"class":1052,"line":2581},59,[1050,2583,2584],{"class":1060},"        title_suggestions ",[1050,2586,1189],{"class":1064},[1050,2588,1096],{"class":1060},[1050,2590,1065],{"class":1064},[1050,2592,1165],{"class":1164},[1050,2594,1065],{"class":1064},[1050,2596,1171],{"class":1170},[1050,2598,1174],{"class":1064},[1050,2600,2602,2605,2607],{"class":1052,"line":2601},60,[1050,2603,2604],{"class":1185},"            title__icontains",[1050,2606,1189],{"class":1064},[1050,2608,2609],{"class":1170},"query\n",[1050,2611,2613,2615,2617,2619,2621,2623,2625,2627,2629,2631,2633,2636,2639],{"class":1052,"line":2612},61,[1050,2614,2501],{"class":1064},[1050,2616,2504],{"class":1170},[1050,2618,1130],{"class":1064},[1050,2620,1801],{"class":1800},[1050,2622,2423],{"class":1804},[1050,2624,1801],{"class":1800},[1050,2626,1099],{"class":1064},[1050,2628,2513],{"class":1185},[1050,2630,1189],{"class":1064},[1050,2632,2518],{"class":2187},[1050,2634,2635],{"class":1064},")[:",[1050,2637,2638],{"class":1721},"5",[1050,2640,2531],{"class":1064},[1050,2642,2644],{"class":1052,"line":2643},62,[1050,2645,1973],{"class":1060},[1050,2647,2649],{"class":1052,"line":2648},63,[1050,2650,2651],{"class":1115},"        # Get related tags\n",[1050,2653,2655,2658,2660,2663,2665,2667,2669,2671],{"class":1052,"line":2654},64,[1050,2656,2657],{"class":1060},"        tag_suggestions ",[1050,2659,1189],{"class":1064},[1050,2661,2662],{"class":1060}," Tag",[1050,2664,1065],{"class":1064},[1050,2666,1165],{"class":1164},[1050,2668,1065],{"class":1064},[1050,2670,1171],{"class":1170},[1050,2672,1174],{"class":1064},[1050,2674,2676,2679,2681],{"class":1052,"line":2675},65,[1050,2677,2678],{"class":1185},"            name__icontains",[1050,2680,1189],{"class":1064},[1050,2682,2609],{"class":1170},[1050,2684,2686,2688,2690,2692,2694,2697,2699,2701,2703,2705,2707,2709,2711],{"class":1052,"line":2685},66,[1050,2687,2501],{"class":1064},[1050,2689,2504],{"class":1170},[1050,2691,1130],{"class":1064},[1050,2693,1801],{"class":1800},[1050,2695,2696],{"class":1804},"name",[1050,2698,1801],{"class":1800},[1050,2700,1099],{"class":1064},[1050,2702,2513],{"class":1185},[1050,2704,1189],{"class":1064},[1050,2706,2518],{"class":2187},[1050,2708,2635],{"class":1064},[1050,2710,2638],{"class":1721},[1050,2712,2531],{"class":1064},[1050,2714,2716],{"class":1052,"line":2715},67,[1050,2717,1973],{"class":1060},[1050,2719,2721],{"class":1052,"line":2720},68,[1050,2722,2723],{"class":1115},"        # Get author names\n",[1050,2725,2727,2730,2732,2735,2737,2739,2741,2743],{"class":1052,"line":2726},69,[1050,2728,2729],{"class":1060},"        author_suggestions ",[1050,2731,1189],{"class":1064},[1050,2733,2734],{"class":1060}," Author",[1050,2736,1065],{"class":1064},[1050,2738,1165],{"class":1164},[1050,2740,1065],{"class":1064},[1050,2742,1676],{"class":1170},[1050,2744,1174],{"class":1064},[1050,2746,2748,2751,2753,2756,2758,2760,2763,2765,2767,2769,2771,2773,2775,2778,2780,2783,2785],{"class":1052,"line":2747},70,[1050,2749,2750],{"class":1185},"            full_name",[1050,2752,1189],{"class":1064},[1050,2754,2755],{"class":1170},"Concat",[1050,2757,1130],{"class":1064},[1050,2759,1801],{"class":1800},[1050,2761,2762],{"class":1804},"first_name",[1050,2764,1801],{"class":1800},[1050,2766,1099],{"class":1064},[1050,2768,1867],{"class":1170},[1050,2770,1130],{"class":1064},[1050,2772,1801],{"class":1800},[1050,2774,1812],{"class":1800},[1050,2776,2777],{"class":1064},"),",[1050,2779,1812],{"class":1800},[1050,2781,2782],{"class":1804},"last_name",[1050,2784,1801],{"class":1800},[1050,2786,1213],{"class":1064},[1050,2788,2790,2792,2794],{"class":1052,"line":2789},71,[1050,2791,2501],{"class":1064},[1050,2793,1171],{"class":1170},[1050,2795,1174],{"class":1064},[1050,2797,2799,2802,2804],{"class":1052,"line":2798},72,[1050,2800,2801],{"class":1185},"            full_name__icontains",[1050,2803,1189],{"class":1064},[1050,2805,2609],{"class":1170},[1050,2807,2809,2811,2813,2815,2817,2820,2822,2824,2826,2828,2830,2832,2834],{"class":1052,"line":2808},73,[1050,2810,2501],{"class":1064},[1050,2812,2504],{"class":1170},[1050,2814,1130],{"class":1064},[1050,2816,1801],{"class":1800},[1050,2818,2819],{"class":1804},"full_name",[1050,2821,1801],{"class":1800},[1050,2823,1099],{"class":1064},[1050,2825,2513],{"class":1185},[1050,2827,1189],{"class":1064},[1050,2829,2518],{"class":2187},[1050,2831,2635],{"class":1064},[1050,2833,2638],{"class":1721},[1050,2835,2531],{"class":1064},[1050,2837,2839],{"class":1052,"line":2838},74,[1050,2840,1973],{"class":1060},[1050,2842,2844,2846],{"class":1052,"line":2843},75,[1050,2845,2164],{"class":1056},[1050,2847,2848],{"class":1064}," {\n",[1050,2850,2852,2855,2858,2860,2862,2865,2867,2870],{"class":1052,"line":2851},76,[1050,2853,2854],{"class":1800},"            '",[1050,2856,2857],{"class":1804},"titles",[1050,2859,1801],{"class":1800},[1050,2861,2351],{"class":1064},[1050,2863,2864],{"class":1933}," list",[1050,2866,1130],{"class":1064},[1050,2868,2869],{"class":1170},"title_suggestions",[1050,2871,1725],{"class":1064},[1050,2873,2875,2877,2880,2882,2884,2886,2888,2891],{"class":1052,"line":2874},77,[1050,2876,2854],{"class":1800},[1050,2878,2879],{"class":1804},"tags",[1050,2881,1801],{"class":1800},[1050,2883,2351],{"class":1064},[1050,2885,2864],{"class":1933},[1050,2887,1130],{"class":1064},[1050,2889,2890],{"class":1170},"tag_suggestions",[1050,2892,1725],{"class":1064},[1050,2894,2896,2898,2901,2903,2905,2907,2909,2912],{"class":1052,"line":2895},78,[1050,2897,2854],{"class":1800},[1050,2899,2900],{"class":1804},"authors",[1050,2902,1801],{"class":1800},[1050,2904,2351],{"class":1064},[1050,2906,2864],{"class":1933},[1050,2908,1130],{"class":1064},[1050,2910,2911],{"class":1170},"author_suggestions",[1050,2913,1213],{"class":1064},[1050,2915,2917],{"class":1052,"line":2916},79,[1050,2918,2919],{"class":1064},"        }\n",[1050,2921,2923],{"class":1052,"line":2922},80,[1050,2924,1109],{"emptyLinePlaceholder":1108},[1050,2926,2928],{"class":1052,"line":2927},81,[1050,2929,2930],{"class":1115},"# Usage examples\n",[1050,2932,2934,2937,2939,2941,2943,2946,2948,2950,2953,2955],{"class":1052,"line":2933},82,[1050,2935,2936],{"class":1060},"results ",[1050,2938,1189],{"class":1064},[1050,2940,1910],{"class":1060},[1050,2942,1065],{"class":1064},[1050,2944,2945],{"class":1170},"fuzzy_search",[1050,2947,1130],{"class":1064},[1050,2949,1801],{"class":1800},[1050,2951,2952],{"class":1804},"django tutorial",[1050,2954,1801],{"class":1800},[1050,2956,1213],{"class":1064},[1050,2958,2960,2963,2965,2967,2969,2972],{"class":1052,"line":2959},83,[1050,2961,2962],{"class":1060},"filtered_results ",[1050,2964,1189],{"class":1064},[1050,2966,1910],{"class":1060},[1050,2968,1065],{"class":1064},[1050,2970,2971],{"class":1170},"search_with_filters",[1050,2973,1174],{"class":1064},[1050,2975,2977,2980,2982,2984],{"class":1052,"line":2976},84,[1050,2978,2979],{"class":1800},"    '",[1050,2981,1044],{"class":1804},[1050,2983,1801],{"class":1800},[1050,2985,1769],{"class":1064},[1050,2987,2989,2992,2994,2996,2999,3001],{"class":1052,"line":2988},85,[1050,2990,2991],{"class":1185},"    category__slug",[1050,2993,1189],{"class":1064},[1050,2995,1801],{"class":1800},[1050,2997,2998],{"class":1804},"programming",[1050,3000,1801],{"class":1800},[1050,3002,1769],{"class":1064},[1050,3004,3006,3009,3011,3013,3016],{"class":1052,"line":3005},86,[1050,3007,3008],{"class":1185},"    status",[1050,3010,1189],{"class":1064},[1050,3012,1801],{"class":1800},[1050,3014,3015],{"class":1804},"published",[1050,3017,3018],{"class":1800},"'\n",[1050,3020,3022],{"class":1052,"line":3021},87,[1050,3023,1213],{"class":1064},[1050,3025,3027,3030,3032,3034,3036,3039,3041,3043,3046,3048],{"class":1052,"line":3026},88,[1050,3028,3029],{"class":1060},"suggestions ",[1050,3031,1189],{"class":1064},[1050,3033,1910],{"class":1060},[1050,3035,1065],{"class":1064},[1050,3037,3038],{"class":1170},"autocomplete_search",[1050,3040,1130],{"class":1064},[1050,3042,1801],{"class":1800},[1050,3044,3045],{"class":1804},"djan",[1050,3047,1801],{"class":1800},[1050,3049,1213],{"class":1064},[1030,3051,3053],{"id":3052},"full-text-search","Full-Text Search",[1035,3055,3057],{"id":3056},"postgresql-full-text-search","PostgreSQL Full-Text Search",[1040,3059,3061],{"className":1042,"code":3060,"language":1044,"meta":1045,"style":1045},"# PostgreSQL-specific full-text search\nfrom django.contrib.postgres.search import (\n    SearchVector, SearchQuery, SearchRank, SearchHeadline\n)\n\nclass PostgreSQLSearch:\n    \"\"\"PostgreSQL full-text search implementation\"\"\"\n    \n    @staticmethod\n    def basic_full_text_search(query):\n        \"\"\"Basic full-text search using SearchVector\"\"\"\n        \n        search_vector = SearchVector('title', weight='A') + SearchVector('content', weight='B')\n        search_query = SearchQuery(query)\n        \n        return Post.objects.annotate(\n            search=search_vector\n        ).filter(search=search_query)\n    \n    @staticmethod\n    def ranked_full_text_search(query):\n        \"\"\"Full-text search with ranking\"\"\"\n        \n        search_vector = SearchVector('title', weight='A') + SearchVector('content', weight='B')\n        search_query = SearchQuery(query)\n        \n        return Post.objects.annotate(\n            search=search_vector,\n            rank=SearchRank(search_vector, search_query)\n        ).filter(search=search_query).order_by('-rank')\n    \n    @staticmethod\n    def advanced_search_with_headlines(query):\n        \"\"\"Search with highlighted excerpts\"\"\"\n        \n        search_vector = SearchVector('title', weight='A') + SearchVector('content', weight='B')\n        search_query = SearchQuery(query)\n        \n        return Post.objects.annotate(\n            search=search_vector,\n            rank=SearchRank(search_vector, search_query),\n            headline=SearchHeadline('content', search_query)\n        ).filter(search=search_query).order_by('-rank')\n    \n    @staticmethod\n    def multi_language_search(query, language='english'):\n        \"\"\"Multi-language full-text search\"\"\"\n        \n        search_vector = (\n            SearchVector('title', weight='A', config=language) +\n            SearchVector('content', weight='B', config=language)\n        )\n        search_query = SearchQuery(query, config=language)\n        \n        return Post.objects.annotate(\n            search=search_vector,\n            rank=SearchRank(search_vector, search_query)\n        ).filter(search=search_query).order_by('-rank')\n    \n    @staticmethod\n    def boolean_search(query):\n        \"\"\"Boolean search with operators\"\"\"\n        \n        # Example: \"python & django | web\" (python AND django OR web)\n        search_vector = SearchVector('title') + SearchVector('content')\n        search_query = SearchQuery(query, search_type='raw')\n        \n        return Post.objects.annotate(\n            search=search_vector,\n            rank=SearchRank(search_vector, search_query)\n        ).filter(search=search_query).order_by('-rank')\n\n# Create search index for better performance\n# In your migration:\n\"\"\"\nfrom django.contrib.postgres.operations import TrigramExtension\nfrom django.contrib.postgres.indexes import GinIndex\nfrom django.db import migrations\n\nclass Migration(migrations.Migration):\n    operations = [\n        TrigramExtension(),\n        migrations.RunSQL(\n            \"CREATE INDEX post_search_idx ON blog_post USING GIN (to_tsvector('english', title || ' ' || content));\"\n        ),\n    ]\n\"\"\"\n\n# Usage\nbasic_results = PostgreSQLSearch.basic_full_text_search('django tutorial')\nranked_results = PostgreSQLSearch.ranked_full_text_search('python web development')\nwith_headlines = PostgreSQLSearch.advanced_search_with_headlines('machine learning')\n",[1047,3062,3063,3068,3093,3113,3117,3121,3130,3139,3143,3149,3162,3171,3175,3238,3253,3257,3273,3283,3300,3304,3310,3323,3332,3336,3392,3406,3410,3426,3437,3458,3487,3491,3497,3510,3519,3523,3579,3593,3597,3613,3623,3641,3665,3693,3697,3703,3730,3739,3743,3751,3791,3825,3829,3851,3855,3871,3881,3899,3927,3931,3937,3950,3959,3963,3968,4000,4028,4032,4048,4058,4076,4104,4108,4113,4118,4122,4127,4132,4137,4141,4146,4151,4156,4161,4166,4171,4176,4180,4184,4190,4215,4241],{"__ignoreMap":1045},[1050,3064,3065],{"class":1052,"line":1053},[1050,3066,3067],{"class":1115},"# PostgreSQL-specific full-text search\n",[1050,3069,3070,3072,3074,3076,3079,3081,3084,3086,3089,3091],{"class":1052,"line":1082},[1050,3071,1057],{"class":1056},[1050,3073,1061],{"class":1060},[1050,3075,1065],{"class":1064},[1050,3077,3078],{"class":1060},"contrib",[1050,3080,1065],{"class":1064},[1050,3082,3083],{"class":1060},"postgres",[1050,3085,1065],{"class":1064},[1050,3087,3088],{"class":1060},"search ",[1050,3090,1076],{"class":1056},[1050,3092,1474],{"class":1064},[1050,3094,3095,3098,3100,3103,3105,3108,3110],{"class":1052,"line":1105},[1050,3096,3097],{"class":1060},"    SearchVector",[1050,3099,1099],{"class":1064},[1050,3101,3102],{"class":1060}," SearchQuery",[1050,3104,1099],{"class":1064},[1050,3106,3107],{"class":1060}," SearchRank",[1050,3109,1099],{"class":1064},[1050,3111,3112],{"class":1060}," SearchHeadline\n",[1050,3114,3115],{"class":1052,"line":1112},[1050,3116,1213],{"class":1064},[1050,3118,3119],{"class":1052,"line":1119},[1050,3120,1109],{"emptyLinePlaceholder":1108},[1050,3122,3123,3125,3128],{"class":1052,"line":1140},[1050,3124,1906],{"class":1122},[1050,3126,3127],{"class":1909}," PostgreSQLSearch",[1050,3129,1462],{"class":1064},[1050,3131,3132,3134,3137],{"class":1052,"line":1154},[1050,3133,1144],{"class":1143},[1050,3135,3136],{"class":1147},"PostgreSQL full-text search implementation",[1050,3138,1151],{"class":1143},[1050,3140,3141],{"class":1052,"line":1177},[1050,3142,1444],{"class":1060},[1050,3144,3145,3147],{"class":1052,"line":1216},[1050,3146,1930],{"class":1064},[1050,3148,1934],{"class":1933},[1050,3150,3151,3153,3156,3158,3160],{"class":1052,"line":1228},[1050,3152,1939],{"class":1122},[1050,3154,3155],{"class":1126}," basic_full_text_search",[1050,3157,1130],{"class":1064},[1050,3159,1134],{"class":1133},[1050,3161,1137],{"class":1064},[1050,3163,3164,3166,3169],{"class":1052,"line":1233},[1050,3165,1963],{"class":1143},[1050,3167,3168],{"class":1147},"Basic full-text search using SearchVector",[1050,3170,1151],{"class":1143},[1050,3172,3173],{"class":1052,"line":1239},[1050,3174,1973],{"class":1060},[1050,3176,3177,3180,3182,3185,3187,3189,3191,3193,3195,3198,3200,3202,3205,3207,3209,3212,3214,3216,3218,3221,3223,3225,3227,3229,3231,3234,3236],{"class":1052,"line":1253},[1050,3178,3179],{"class":1060},"        search_vector ",[1050,3181,1189],{"class":1064},[1050,3183,3184],{"class":1170}," SearchVector",[1050,3186,1130],{"class":1064},[1050,3188,1801],{"class":1800},[1050,3190,2423],{"class":1804},[1050,3192,1801],{"class":1800},[1050,3194,1099],{"class":1064},[1050,3196,3197],{"class":1185}," weight",[1050,3199,1189],{"class":1064},[1050,3201,1801],{"class":1800},[1050,3203,3204],{"class":1804},"A",[1050,3206,1801],{"class":1800},[1050,3208,1194],{"class":1064},[1050,3210,3211],{"class":1197}," +",[1050,3213,3184],{"class":1170},[1050,3215,1130],{"class":1064},[1050,3217,1801],{"class":1800},[1050,3219,3220],{"class":1804},"content",[1050,3222,1801],{"class":1800},[1050,3224,1099],{"class":1064},[1050,3226,3197],{"class":1185},[1050,3228,1189],{"class":1064},[1050,3230,1801],{"class":1800},[1050,3232,3233],{"class":1804},"B",[1050,3235,1801],{"class":1800},[1050,3237,1213],{"class":1064},[1050,3239,3240,3243,3245,3247,3249,3251],{"class":1052,"line":1263},[1050,3241,3242],{"class":1060},"        search_query ",[1050,3244,1189],{"class":1064},[1050,3246,3102],{"class":1170},[1050,3248,1130],{"class":1064},[1050,3250,1134],{"class":1170},[1050,3252,1213],{"class":1064},[1050,3254,3255],{"class":1052,"line":1280},[1050,3256,1973],{"class":1060},[1050,3258,3259,3261,3263,3265,3267,3269,3271],{"class":1052,"line":1298},[1050,3260,2164],{"class":1056},[1050,3262,1096],{"class":1060},[1050,3264,1065],{"class":1064},[1050,3266,1165],{"class":1164},[1050,3268,1065],{"class":1064},[1050,3270,1676],{"class":1170},[1050,3272,1174],{"class":1064},[1050,3274,3275,3278,3280],{"class":1052,"line":1315},[1050,3276,3277],{"class":1185},"            search",[1050,3279,1189],{"class":1064},[1050,3281,3282],{"class":1170},"search_vector\n",[1050,3284,3285,3287,3289,3291,3293,3295,3298],{"class":1052,"line":1333},[1050,3286,2501],{"class":1064},[1050,3288,1171],{"class":1170},[1050,3290,1130],{"class":1064},[1050,3292,1024],{"class":1185},[1050,3294,1189],{"class":1064},[1050,3296,3297],{"class":1170},"search_query",[1050,3299,1213],{"class":1064},[1050,3301,3302],{"class":1052,"line":1351},[1050,3303,1444],{"class":1060},[1050,3305,3306,3308],{"class":1052,"line":1367},[1050,3307,1930],{"class":1064},[1050,3309,1934],{"class":1933},[1050,3311,3312,3314,3317,3319,3321],{"class":1052,"line":1376},[1050,3313,1939],{"class":1122},[1050,3315,3316],{"class":1126}," ranked_full_text_search",[1050,3318,1130],{"class":1064},[1050,3320,1134],{"class":1133},[1050,3322,1137],{"class":1064},[1050,3324,3325,3327,3330],{"class":1052,"line":1381},[1050,3326,1963],{"class":1143},[1050,3328,3329],{"class":1147},"Full-text search with ranking",[1050,3331,1151],{"class":1143},[1050,3333,3334],{"class":1052,"line":1387},[1050,3335,1973],{"class":1060},[1050,3337,3338,3340,3342,3344,3346,3348,3350,3352,3354,3356,3358,3360,3362,3364,3366,3368,3370,3372,3374,3376,3378,3380,3382,3384,3386,3388,3390],{"class":1052,"line":1401},[1050,3339,3179],{"class":1060},[1050,3341,1189],{"class":1064},[1050,3343,3184],{"class":1170},[1050,3345,1130],{"class":1064},[1050,3347,1801],{"class":1800},[1050,3349,2423],{"class":1804},[1050,3351,1801],{"class":1800},[1050,3353,1099],{"class":1064},[1050,3355,3197],{"class":1185},[1050,3357,1189],{"class":1064},[1050,3359,1801],{"class":1800},[1050,3361,3204],{"class":1804},[1050,3363,1801],{"class":1800},[1050,3365,1194],{"class":1064},[1050,3367,3211],{"class":1197},[1050,3369,3184],{"class":1170},[1050,3371,1130],{"class":1064},[1050,3373,1801],{"class":1800},[1050,3375,3220],{"class":1804},[1050,3377,1801],{"class":1800},[1050,3379,1099],{"class":1064},[1050,3381,3197],{"class":1185},[1050,3383,1189],{"class":1064},[1050,3385,1801],{"class":1800},[1050,3387,3233],{"class":1804},[1050,3389,1801],{"class":1800},[1050,3391,1213],{"class":1064},[1050,3393,3394,3396,3398,3400,3402,3404],{"class":1052,"line":1411},[1050,3395,3242],{"class":1060},[1050,3397,1189],{"class":1064},[1050,3399,3102],{"class":1170},[1050,3401,1130],{"class":1064},[1050,3403,1134],{"class":1170},[1050,3405,1213],{"class":1064},[1050,3407,3408],{"class":1052,"line":1429},[1050,3409,1973],{"class":1060},[1050,3411,3412,3414,3416,3418,3420,3422,3424],{"class":1052,"line":1441},[1050,3413,2164],{"class":1056},[1050,3415,1096],{"class":1060},[1050,3417,1065],{"class":1064},[1050,3419,1165],{"class":1164},[1050,3421,1065],{"class":1064},[1050,3423,1676],{"class":1170},[1050,3425,1174],{"class":1064},[1050,3427,3428,3430,3432,3435],{"class":1052,"line":1447},[1050,3429,3277],{"class":1185},[1050,3431,1189],{"class":1064},[1050,3433,3434],{"class":1170},"search_vector",[1050,3436,1769],{"class":1064},[1050,3438,3439,3442,3444,3447,3449,3451,3453,3456],{"class":1052,"line":1465},[1050,3440,3441],{"class":1185},"            rank",[1050,3443,1189],{"class":1064},[1050,3445,3446],{"class":1170},"SearchRank",[1050,3448,1130],{"class":1064},[1050,3450,3434],{"class":1170},[1050,3452,1099],{"class":1064},[1050,3454,3455],{"class":1170}," search_query",[1050,3457,1213],{"class":1064},[1050,3459,3460,3462,3464,3466,3468,3470,3472,3474,3476,3478,3480,3483,3485],{"class":1052,"line":1477},[1050,3461,2501],{"class":1064},[1050,3463,1171],{"class":1170},[1050,3465,1130],{"class":1064},[1050,3467,1024],{"class":1185},[1050,3469,1189],{"class":1064},[1050,3471,3297],{"class":1170},[1050,3473,1542],{"class":1064},[1050,3475,1795],{"class":1170},[1050,3477,1130],{"class":1064},[1050,3479,1801],{"class":1800},[1050,3481,3482],{"class":1804},"-rank",[1050,3484,1801],{"class":1800},[1050,3486,1213],{"class":1064},[1050,3488,3489],{"class":1052,"line":1496},[1050,3490,1444],{"class":1060},[1050,3492,3493,3495],{"class":1052,"line":1511},[1050,3494,1930],{"class":1064},[1050,3496,1934],{"class":1933},[1050,3498,3499,3501,3504,3506,3508],{"class":1052,"line":1517},[1050,3500,1939],{"class":1122},[1050,3502,3503],{"class":1126}," advanced_search_with_headlines",[1050,3505,1130],{"class":1064},[1050,3507,1134],{"class":1133},[1050,3509,1137],{"class":1064},[1050,3511,3512,3514,3517],{"class":1052,"line":1522},[1050,3513,1963],{"class":1143},[1050,3515,3516],{"class":1147},"Search with highlighted excerpts",[1050,3518,1151],{"class":1143},[1050,3520,3521],{"class":1052,"line":1549},[1050,3522,1973],{"class":1060},[1050,3524,3525,3527,3529,3531,3533,3535,3537,3539,3541,3543,3545,3547,3549,3551,3553,3555,3557,3559,3561,3563,3565,3567,3569,3571,3573,3575,3577],{"class":1052,"line":1554},[1050,3526,3179],{"class":1060},[1050,3528,1189],{"class":1064},[1050,3530,3184],{"class":1170},[1050,3532,1130],{"class":1064},[1050,3534,1801],{"class":1800},[1050,3536,2423],{"class":1804},[1050,3538,1801],{"class":1800},[1050,3540,1099],{"class":1064},[1050,3542,3197],{"class":1185},[1050,3544,1189],{"class":1064},[1050,3546,1801],{"class":1800},[1050,3548,3204],{"class":1804},[1050,3550,1801],{"class":1800},[1050,3552,1194],{"class":1064},[1050,3554,3211],{"class":1197},[1050,3556,3184],{"class":1170},[1050,3558,1130],{"class":1064},[1050,3560,1801],{"class":1800},[1050,3562,3220],{"class":1804},[1050,3564,1801],{"class":1800},[1050,3566,1099],{"class":1064},[1050,3568,3197],{"class":1185},[1050,3570,1189],{"class":1064},[1050,3572,1801],{"class":1800},[1050,3574,3233],{"class":1804},[1050,3576,1801],{"class":1800},[1050,3578,1213],{"class":1064},[1050,3580,3581,3583,3585,3587,3589,3591],{"class":1052,"line":1560},[1050,3582,3242],{"class":1060},[1050,3584,1189],{"class":1064},[1050,3586,3102],{"class":1170},[1050,3588,1130],{"class":1064},[1050,3590,1134],{"class":1170},[1050,3592,1213],{"class":1064},[1050,3594,3595],{"class":1052,"line":1574},[1050,3596,1973],{"class":1060},[1050,3598,3599,3601,3603,3605,3607,3609,3611],{"class":1052,"line":1584},[1050,3600,2164],{"class":1056},[1050,3602,1096],{"class":1060},[1050,3604,1065],{"class":1064},[1050,3606,1165],{"class":1164},[1050,3608,1065],{"class":1064},[1050,3610,1676],{"class":1170},[1050,3612,1174],{"class":1064},[1050,3614,3615,3617,3619,3621],{"class":1052,"line":1620},[1050,3616,3277],{"class":1185},[1050,3618,1189],{"class":1064},[1050,3620,3434],{"class":1170},[1050,3622,1769],{"class":1064},[1050,3624,3625,3627,3629,3631,3633,3635,3637,3639],{"class":1052,"line":1625},[1050,3626,3441],{"class":1185},[1050,3628,1189],{"class":1064},[1050,3630,3446],{"class":1170},[1050,3632,1130],{"class":1064},[1050,3634,3434],{"class":1170},[1050,3636,1099],{"class":1064},[1050,3638,3455],{"class":1170},[1050,3640,1725],{"class":1064},[1050,3642,3643,3646,3648,3651,3653,3655,3657,3659,3661,3663],{"class":1052,"line":1642},[1050,3644,3645],{"class":1185},"            headline",[1050,3647,1189],{"class":1064},[1050,3649,3650],{"class":1170},"SearchHeadline",[1050,3652,1130],{"class":1064},[1050,3654,1801],{"class":1800},[1050,3656,3220],{"class":1804},[1050,3658,1801],{"class":1800},[1050,3660,1099],{"class":1064},[1050,3662,3455],{"class":1170},[1050,3664,1213],{"class":1064},[1050,3666,3667,3669,3671,3673,3675,3677,3679,3681,3683,3685,3687,3689,3691],{"class":1052,"line":1671},[1050,3668,2501],{"class":1064},[1050,3670,1171],{"class":1170},[1050,3672,1130],{"class":1064},[1050,3674,1024],{"class":1185},[1050,3676,1189],{"class":1064},[1050,3678,3297],{"class":1170},[1050,3680,1542],{"class":1064},[1050,3682,1795],{"class":1170},[1050,3684,1130],{"class":1064},[1050,3686,1801],{"class":1800},[1050,3688,3482],{"class":1804},[1050,3690,1801],{"class":1800},[1050,3692,1213],{"class":1064},[1050,3694,3695],{"class":1052,"line":1681},[1050,3696,1444],{"class":1060},[1050,3698,3699,3701],{"class":1052,"line":1694},[1050,3700,1930],{"class":1064},[1050,3702,1934],{"class":1933},[1050,3704,3705,3707,3710,3712,3714,3716,3719,3721,3723,3726,3728],{"class":1052,"line":1700},[1050,3706,1939],{"class":1122},[1050,3708,3709],{"class":1126}," multi_language_search",[1050,3711,1130],{"class":1064},[1050,3713,1134],{"class":1133},[1050,3715,1099],{"class":1064},[1050,3717,3718],{"class":1133}," language",[1050,3720,1189],{"class":1197},[1050,3722,1801],{"class":1800},[1050,3724,3725],{"class":1804},"english",[1050,3727,1801],{"class":1800},[1050,3729,1137],{"class":1064},[1050,3731,3732,3734,3737],{"class":1052,"line":1728},[1050,3733,1963],{"class":1143},[1050,3735,3736],{"class":1147},"Multi-language full-text search",[1050,3738,1151],{"class":1143},[1050,3740,3741],{"class":1052,"line":1734},[1050,3742,1973],{"class":1060},[1050,3744,3745,3747,3749],{"class":1052,"line":1758},[1050,3746,3179],{"class":1060},[1050,3748,1189],{"class":1064},[1050,3750,1474],{"class":1064},[1050,3752,3753,3756,3758,3760,3762,3764,3766,3768,3770,3772,3774,3776,3778,3781,3783,3786,3788],{"class":1052,"line":1772},[1050,3754,3755],{"class":1170},"            SearchVector",[1050,3757,1130],{"class":1064},[1050,3759,1801],{"class":1800},[1050,3761,2423],{"class":1804},[1050,3763,1801],{"class":1800},[1050,3765,1099],{"class":1064},[1050,3767,3197],{"class":1185},[1050,3769,1189],{"class":1064},[1050,3771,1801],{"class":1800},[1050,3773,3204],{"class":1804},[1050,3775,1801],{"class":1800},[1050,3777,1099],{"class":1064},[1050,3779,3780],{"class":1185}," config",[1050,3782,1189],{"class":1064},[1050,3784,3785],{"class":1170},"language",[1050,3787,1194],{"class":1064},[1050,3789,3790],{"class":1197}," +\n",[1050,3792,3793,3795,3797,3799,3801,3803,3805,3807,3809,3811,3813,3815,3817,3819,3821,3823],{"class":1052,"line":1785},[1050,3794,3755],{"class":1170},[1050,3796,1130],{"class":1064},[1050,3798,1801],{"class":1800},[1050,3800,3220],{"class":1804},[1050,3802,1801],{"class":1800},[1050,3804,1099],{"class":1064},[1050,3806,3197],{"class":1185},[1050,3808,1189],{"class":1064},[1050,3810,1801],{"class":1800},[1050,3812,3233],{"class":1804},[1050,3814,1801],{"class":1800},[1050,3816,1099],{"class":1064},[1050,3818,3780],{"class":1185},[1050,3820,1189],{"class":1064},[1050,3822,3785],{"class":1170},[1050,3824,1213],{"class":1064},[1050,3826,3827],{"class":1052,"line":1790},[1050,3828,1514],{"class":1064},[1050,3830,3831,3833,3835,3837,3839,3841,3843,3845,3847,3849],{"class":1052,"line":2534},[1050,3832,3242],{"class":1060},[1050,3834,1189],{"class":1064},[1050,3836,3102],{"class":1170},[1050,3838,1130],{"class":1064},[1050,3840,1134],{"class":1170},[1050,3842,1099],{"class":1064},[1050,3844,3780],{"class":1185},[1050,3846,1189],{"class":1064},[1050,3848,3785],{"class":1170},[1050,3850,1213],{"class":1064},[1050,3852,3853],{"class":1052,"line":2539},[1050,3854,1973],{"class":1060},[1050,3856,3857,3859,3861,3863,3865,3867,3869],{"class":1052,"line":2546},[1050,3858,2164],{"class":1056},[1050,3860,1096],{"class":1060},[1050,3862,1065],{"class":1064},[1050,3864,1165],{"class":1164},[1050,3866,1065],{"class":1064},[1050,3868,1676],{"class":1170},[1050,3870,1174],{"class":1064},[1050,3872,3873,3875,3877,3879],{"class":1052,"line":2560},[1050,3874,3277],{"class":1185},[1050,3876,1189],{"class":1064},[1050,3878,3434],{"class":1170},[1050,3880,1769],{"class":1064},[1050,3882,3883,3885,3887,3889,3891,3893,3895,3897],{"class":1052,"line":2570},[1050,3884,3441],{"class":1185},[1050,3886,1189],{"class":1064},[1050,3888,3446],{"class":1170},[1050,3890,1130],{"class":1064},[1050,3892,3434],{"class":1170},[1050,3894,1099],{"class":1064},[1050,3896,3455],{"class":1170},[1050,3898,1213],{"class":1064},[1050,3900,3901,3903,3905,3907,3909,3911,3913,3915,3917,3919,3921,3923,3925],{"class":1052,"line":2575},[1050,3902,2501],{"class":1064},[1050,3904,1171],{"class":1170},[1050,3906,1130],{"class":1064},[1050,3908,1024],{"class":1185},[1050,3910,1189],{"class":1064},[1050,3912,3297],{"class":1170},[1050,3914,1542],{"class":1064},[1050,3916,1795],{"class":1170},[1050,3918,1130],{"class":1064},[1050,3920,1801],{"class":1800},[1050,3922,3482],{"class":1804},[1050,3924,1801],{"class":1800},[1050,3926,1213],{"class":1064},[1050,3928,3929],{"class":1052,"line":2581},[1050,3930,1444],{"class":1060},[1050,3932,3933,3935],{"class":1052,"line":2601},[1050,3934,1930],{"class":1064},[1050,3936,1934],{"class":1933},[1050,3938,3939,3941,3944,3946,3948],{"class":1052,"line":2612},[1050,3940,1939],{"class":1122},[1050,3942,3943],{"class":1126}," boolean_search",[1050,3945,1130],{"class":1064},[1050,3947,1134],{"class":1133},[1050,3949,1137],{"class":1064},[1050,3951,3952,3954,3957],{"class":1052,"line":2643},[1050,3953,1963],{"class":1143},[1050,3955,3956],{"class":1147},"Boolean search with operators",[1050,3958,1151],{"class":1143},[1050,3960,3961],{"class":1052,"line":2648},[1050,3962,1973],{"class":1060},[1050,3964,3965],{"class":1052,"line":2654},[1050,3966,3967],{"class":1115},"        # Example: \"python & django | web\" (python AND django OR web)\n",[1050,3969,3970,3972,3974,3976,3978,3980,3982,3984,3986,3988,3990,3992,3994,3996,3998],{"class":1052,"line":2675},[1050,3971,3179],{"class":1060},[1050,3973,1189],{"class":1064},[1050,3975,3184],{"class":1170},[1050,3977,1130],{"class":1064},[1050,3979,1801],{"class":1800},[1050,3981,2423],{"class":1804},[1050,3983,1801],{"class":1800},[1050,3985,1194],{"class":1064},[1050,3987,3211],{"class":1197},[1050,3989,3184],{"class":1170},[1050,3991,1130],{"class":1064},[1050,3993,1801],{"class":1800},[1050,3995,3220],{"class":1804},[1050,3997,1801],{"class":1800},[1050,3999,1213],{"class":1064},[1050,4001,4002,4004,4006,4008,4010,4012,4014,4017,4019,4021,4024,4026],{"class":1052,"line":2685},[1050,4003,3242],{"class":1060},[1050,4005,1189],{"class":1064},[1050,4007,3102],{"class":1170},[1050,4009,1130],{"class":1064},[1050,4011,1134],{"class":1170},[1050,4013,1099],{"class":1064},[1050,4015,4016],{"class":1185}," search_type",[1050,4018,1189],{"class":1064},[1050,4020,1801],{"class":1800},[1050,4022,4023],{"class":1804},"raw",[1050,4025,1801],{"class":1800},[1050,4027,1213],{"class":1064},[1050,4029,4030],{"class":1052,"line":2715},[1050,4031,1973],{"class":1060},[1050,4033,4034,4036,4038,4040,4042,4044,4046],{"class":1052,"line":2720},[1050,4035,2164],{"class":1056},[1050,4037,1096],{"class":1060},[1050,4039,1065],{"class":1064},[1050,4041,1165],{"class":1164},[1050,4043,1065],{"class":1064},[1050,4045,1676],{"class":1170},[1050,4047,1174],{"class":1064},[1050,4049,4050,4052,4054,4056],{"class":1052,"line":2726},[1050,4051,3277],{"class":1185},[1050,4053,1189],{"class":1064},[1050,4055,3434],{"class":1170},[1050,4057,1769],{"class":1064},[1050,4059,4060,4062,4064,4066,4068,4070,4072,4074],{"class":1052,"line":2747},[1050,4061,3441],{"class":1185},[1050,4063,1189],{"class":1064},[1050,4065,3446],{"class":1170},[1050,4067,1130],{"class":1064},[1050,4069,3434],{"class":1170},[1050,4071,1099],{"class":1064},[1050,4073,3455],{"class":1170},[1050,4075,1213],{"class":1064},[1050,4077,4078,4080,4082,4084,4086,4088,4090,4092,4094,4096,4098,4100,4102],{"class":1052,"line":2789},[1050,4079,2501],{"class":1064},[1050,4081,1171],{"class":1170},[1050,4083,1130],{"class":1064},[1050,4085,1024],{"class":1185},[1050,4087,1189],{"class":1064},[1050,4089,3297],{"class":1170},[1050,4091,1542],{"class":1064},[1050,4093,1795],{"class":1170},[1050,4095,1130],{"class":1064},[1050,4097,1801],{"class":1800},[1050,4099,3482],{"class":1804},[1050,4101,1801],{"class":1800},[1050,4103,1213],{"class":1064},[1050,4105,4106],{"class":1052,"line":2798},[1050,4107,1109],{"emptyLinePlaceholder":1108},[1050,4109,4110],{"class":1052,"line":2808},[1050,4111,4112],{"class":1115},"# Create search index for better performance\n",[1050,4114,4115],{"class":1052,"line":2838},[1050,4116,4117],{"class":1115},"# In your migration:\n",[1050,4119,4120],{"class":1052,"line":2843},[1050,4121,1151],{"class":1143},[1050,4123,4124],{"class":1052,"line":2851},[1050,4125,4126],{"class":1147},"from django.contrib.postgres.operations import TrigramExtension\n",[1050,4128,4129],{"class":1052,"line":2874},[1050,4130,4131],{"class":1147},"from django.contrib.postgres.indexes import GinIndex\n",[1050,4133,4134],{"class":1052,"line":2895},[1050,4135,4136],{"class":1147},"from django.db import migrations\n",[1050,4138,4139],{"class":1052,"line":2916},[1050,4140,1109],{"emptyLinePlaceholder":1108},[1050,4142,4143],{"class":1052,"line":2922},[1050,4144,4145],{"class":1147},"class Migration(migrations.Migration):\n",[1050,4147,4148],{"class":1052,"line":2927},[1050,4149,4150],{"class":1147},"    operations = [\n",[1050,4152,4153],{"class":1052,"line":2933},[1050,4154,4155],{"class":1147},"        TrigramExtension(),\n",[1050,4157,4158],{"class":1052,"line":2959},[1050,4159,4160],{"class":1147},"        migrations.RunSQL(\n",[1050,4162,4163],{"class":1052,"line":2976},[1050,4164,4165],{"class":1147},"            \"CREATE INDEX post_search_idx ON blog_post USING GIN (to_tsvector('english', title || ' ' || content));\"\n",[1050,4167,4168],{"class":1052,"line":2988},[1050,4169,4170],{"class":1147},"        ),\n",[1050,4172,4173],{"class":1052,"line":3005},[1050,4174,4175],{"class":1147},"    ]\n",[1050,4177,4178],{"class":1052,"line":3021},[1050,4179,1151],{"class":1143},[1050,4181,4182],{"class":1052,"line":3026},[1050,4183,1109],{"emptyLinePlaceholder":1108},[1050,4185,4187],{"class":1052,"line":4186},89,[1050,4188,4189],{"class":1115},"# Usage\n",[1050,4191,4193,4196,4198,4200,4202,4205,4207,4209,4211,4213],{"class":1052,"line":4192},90,[1050,4194,4195],{"class":1060},"basic_results ",[1050,4197,1189],{"class":1064},[1050,4199,3127],{"class":1060},[1050,4201,1065],{"class":1064},[1050,4203,4204],{"class":1170},"basic_full_text_search",[1050,4206,1130],{"class":1064},[1050,4208,1801],{"class":1800},[1050,4210,2952],{"class":1804},[1050,4212,1801],{"class":1800},[1050,4214,1213],{"class":1064},[1050,4216,4218,4221,4223,4225,4227,4230,4232,4234,4237,4239],{"class":1052,"line":4217},91,[1050,4219,4220],{"class":1060},"ranked_results ",[1050,4222,1189],{"class":1064},[1050,4224,3127],{"class":1060},[1050,4226,1065],{"class":1064},[1050,4228,4229],{"class":1170},"ranked_full_text_search",[1050,4231,1130],{"class":1064},[1050,4233,1801],{"class":1800},[1050,4235,4236],{"class":1804},"python web development",[1050,4238,1801],{"class":1800},[1050,4240,1213],{"class":1064},[1050,4242,4244,4247,4249,4251,4253,4256,4258,4260,4263,4265],{"class":1052,"line":4243},92,[1050,4245,4246],{"class":1060},"with_headlines ",[1050,4248,1189],{"class":1064},[1050,4250,3127],{"class":1060},[1050,4252,1065],{"class":1064},[1050,4254,4255],{"class":1170},"advanced_search_with_headlines",[1050,4257,1130],{"class":1064},[1050,4259,1801],{"class":1800},[1050,4261,4262],{"class":1804},"machine learning",[1050,4264,1801],{"class":1800},[1050,4266,1213],{"class":1064},[1035,4268,4270],{"id":4269},"database-agnostic-full-text-search","Database-Agnostic Full-Text Search",[1040,4272,4274],{"className":1042,"code":4273,"language":1044,"meta":1045,"style":1045},"# Cross-database search implementation\nclass UniversalSearch:\n    \"\"\"Database-agnostic search implementation\"\"\"\n    \n    @staticmethod\n    def weighted_search(query):\n        \"\"\"Weighted search across multiple fields\"\"\"\n        from django.db.models import Case, When, IntegerField, Q\n        \n        words = query.split()\n        \n        # Build search conditions\n        title_conditions = Q()\n        content_conditions = Q()\n        \n        for word in words:\n            title_conditions |= Q(title__icontains=word)\n            content_conditions |= Q(content__icontains=word)\n        \n        return Post.objects.filter(\n            title_conditions | content_conditions\n        ).annotate(\n            relevance_score=Case(\n                # Exact title match\n                When(title__iexact=query, then=100),\n                # Title contains all words\n                When(title_conditions, then=50),\n                # Content contains query\n                When(content_conditions, then=25),\n                default=0,\n                output_field=IntegerField()\n            )\n        ).filter(relevance_score__gt=0).order_by('-relevance_score', '-created_at')\n    \n    @staticmethod\n    def faceted_search(query, facets=None):\n        \"\"\"Search with faceted filtering\"\"\"\n        \n        # Base search\n        results = Post.objects.filter(\n            Q(title__icontains=query) | Q(content__icontains=query)\n        )\n        \n        # Apply facets\n        if facets:\n            if 'category' in facets:\n                results = results.filter(category__slug__in=facets['category'])\n            \n            if 'author' in facets:\n                results = results.filter(author__slug__in=facets['author'])\n            \n            if 'tags' in facets:\n                results = results.filter(tags__slug__in=facets['tags'])\n            \n            if 'date_range' in facets:\n                start_date, end_date = facets['date_range']\n                results = results.filter(created_at__range=(start_date, end_date))\n        \n        return results.distinct()\n    \n    @staticmethod\n    def get_search_facets(query):\n        \"\"\"Get available facets for search results\"\"\"\n        \n        # Get base search results\n        base_results = Post.objects.filter(\n            Q(title__icontains=query) | Q(content__icontains=query)\n        )\n        \n        # Calculate facets\n        categories = base_results.values(\n            'category__slug', 'category__name'\n        ).annotate(count=Count('id')).order_by('-count')\n        \n        authors = base_results.values(\n            'author__slug', 'author__first_name', 'author__last_name'\n        ).annotate(count=Count('id')).order_by('-count')\n        \n        tags = base_results.values(\n            'tags__slug', 'tags__name'\n        ).annotate(count=Count('id')).order_by('-count')\n        \n        return {\n            'categories': list(categories),\n            'authors': list(authors),\n            'tags': list(tags),\n            'total_results': base_results.count()\n        }\n",[1047,4275,4276,4281,4290,4299,4303,4309,4322,4331,4362,4366,4380,4384,4389,4400,4411,4415,4427,4446,4465,4469,4485,4495,4503,4514,4519,4544,4549,4569,4574,4594,4605,4616,4620,4658,4662,4668,4691,4700,4704,4709,4728,4756,4760,4764,4769,4778,4796,4832,4837,4854,4885,4889,4905,4936,4940,4957,4981,5012,5016,5028,5032,5038,5051,5060,5064,5069,5088,5116,5120,5124,5129,5146,5164,5205,5209,5224,5251,5287,5291,5306,5324,5360,5364,5370,5389,5407,5425,5444],{"__ignoreMap":1045},[1050,4277,4278],{"class":1052,"line":1053},[1050,4279,4280],{"class":1115},"# Cross-database search implementation\n",[1050,4282,4283,4285,4288],{"class":1052,"line":1082},[1050,4284,1906],{"class":1122},[1050,4286,4287],{"class":1909}," UniversalSearch",[1050,4289,1462],{"class":1064},[1050,4291,4292,4294,4297],{"class":1052,"line":1105},[1050,4293,1144],{"class":1143},[1050,4295,4296],{"class":1147},"Database-agnostic search implementation",[1050,4298,1151],{"class":1143},[1050,4300,4301],{"class":1052,"line":1112},[1050,4302,1444],{"class":1060},[1050,4304,4305,4307],{"class":1052,"line":1119},[1050,4306,1930],{"class":1064},[1050,4308,1934],{"class":1933},[1050,4310,4311,4313,4316,4318,4320],{"class":1052,"line":1140},[1050,4312,1939],{"class":1122},[1050,4314,4315],{"class":1126}," weighted_search",[1050,4317,1130],{"class":1064},[1050,4319,1134],{"class":1133},[1050,4321,1137],{"class":1064},[1050,4323,4324,4326,4329],{"class":1052,"line":1154},[1050,4325,1963],{"class":1143},[1050,4327,4328],{"class":1147},"Weighted search across multiple fields",[1050,4330,1151],{"class":1143},[1050,4332,4333,4336,4338,4340,4342,4344,4346,4348,4350,4352,4354,4356,4358,4360],{"class":1052,"line":1177},[1050,4334,4335],{"class":1056},"        from",[1050,4337,1061],{"class":1060},[1050,4339,1065],{"class":1064},[1050,4341,1068],{"class":1060},[1050,4343,1065],{"class":1064},[1050,4345,1073],{"class":1060},[1050,4347,1076],{"class":1056},[1050,4349,1602],{"class":1060},[1050,4351,1099],{"class":1064},[1050,4353,1607],{"class":1060},[1050,4355,1099],{"class":1064},[1050,4357,1612],{"class":1060},[1050,4359,1099],{"class":1064},[1050,4361,1079],{"class":1060},[1050,4363,4364],{"class":1052,"line":1216},[1050,4365,1973],{"class":1060},[1050,4367,4368,4370,4372,4374,4376,4378],{"class":1052,"line":1228},[1050,4369,2043],{"class":1060},[1050,4371,1189],{"class":1064},[1050,4373,1419],{"class":1060},[1050,4375,1065],{"class":1064},[1050,4377,1424],{"class":1170},[1050,4379,1225],{"class":1064},[1050,4381,4382],{"class":1052,"line":1233},[1050,4383,1973],{"class":1060},[1050,4385,4386],{"class":1052,"line":1239},[1050,4387,4388],{"class":1115},"        # Build search conditions\n",[1050,4390,4391,4394,4396,4398],{"class":1052,"line":1253},[1050,4392,4393],{"class":1060},"        title_conditions ",[1050,4395,1189],{"class":1064},[1050,4397,1201],{"class":1170},[1050,4399,1225],{"class":1064},[1050,4401,4402,4405,4407,4409],{"class":1052,"line":1263},[1050,4403,4404],{"class":1060},"        content_conditions ",[1050,4406,1189],{"class":1064},[1050,4408,1201],{"class":1170},[1050,4410,1225],{"class":1064},[1050,4412,4413],{"class":1052,"line":1280},[1050,4414,1973],{"class":1060},[1050,4416,4417,4419,4421,4423,4425],{"class":1052,"line":1298},[1050,4418,2069],{"class":1056},[1050,4420,1453],{"class":1060},[1050,4422,1456],{"class":1056},[1050,4424,1459],{"class":1060},[1050,4426,1462],{"class":1064},[1050,4428,4429,4432,4434,4436,4438,4440,4442,4444],{"class":1052,"line":1315},[1050,4430,4431],{"class":1060},"            title_conditions ",[1050,4433,1471],{"class":1064},[1050,4435,1201],{"class":1170},[1050,4437,1130],{"class":1064},[1050,4439,1186],{"class":1185},[1050,4441,1189],{"class":1064},[1050,4443,1489],{"class":1170},[1050,4445,1213],{"class":1064},[1050,4447,4448,4451,4453,4455,4457,4459,4461,4463],{"class":1052,"line":1333},[1050,4449,4450],{"class":1060},"            content_conditions ",[1050,4452,1471],{"class":1064},[1050,4454,1201],{"class":1170},[1050,4456,1130],{"class":1064},[1050,4458,1206],{"class":1185},[1050,4460,1189],{"class":1064},[1050,4462,1489],{"class":1170},[1050,4464,1213],{"class":1064},[1050,4466,4467],{"class":1052,"line":1351},[1050,4468,1973],{"class":1060},[1050,4470,4471,4473,4475,4477,4479,4481,4483],{"class":1052,"line":1367},[1050,4472,2164],{"class":1056},[1050,4474,1096],{"class":1060},[1050,4476,1065],{"class":1064},[1050,4478,1165],{"class":1164},[1050,4480,1065],{"class":1064},[1050,4482,1171],{"class":1170},[1050,4484,1174],{"class":1064},[1050,4486,4487,4489,4492],{"class":1052,"line":1376},[1050,4488,4431],{"class":1170},[1050,4490,4491],{"class":1197},"|",[1050,4493,4494],{"class":1170}," content_conditions\n",[1050,4496,4497,4499,4501],{"class":1052,"line":1381},[1050,4498,2501],{"class":1064},[1050,4500,1676],{"class":1170},[1050,4502,1174],{"class":1064},[1050,4504,4505,4508,4510,4512],{"class":1052,"line":1387},[1050,4506,4507],{"class":1185},"            relevance_score",[1050,4509,1189],{"class":1064},[1050,4511,1689],{"class":1170},[1050,4513,1174],{"class":1064},[1050,4515,4516],{"class":1052,"line":1401},[1050,4517,4518],{"class":1115},"                # Exact title match\n",[1050,4520,4521,4524,4526,4529,4531,4533,4535,4537,4539,4542],{"class":1052,"line":1411},[1050,4522,4523],{"class":1170},"                When",[1050,4525,1130],{"class":1064},[1050,4527,4528],{"class":1185},"title__iexact",[1050,4530,1189],{"class":1064},[1050,4532,1134],{"class":1170},[1050,4534,1099],{"class":1064},[1050,4536,1716],{"class":1185},[1050,4538,1189],{"class":1064},[1050,4540,4541],{"class":1721},"100",[1050,4543,1725],{"class":1064},[1050,4545,4546],{"class":1052,"line":1429},[1050,4547,4548],{"class":1115},"                # Title contains all words\n",[1050,4550,4551,4553,4555,4558,4560,4562,4564,4567],{"class":1052,"line":1441},[1050,4552,4523],{"class":1170},[1050,4554,1130],{"class":1064},[1050,4556,4557],{"class":1170},"title_conditions",[1050,4559,1099],{"class":1064},[1050,4561,1716],{"class":1185},[1050,4563,1189],{"class":1064},[1050,4565,4566],{"class":1721},"50",[1050,4568,1725],{"class":1064},[1050,4570,4571],{"class":1052,"line":1447},[1050,4572,4573],{"class":1115},"                # Content contains query\n",[1050,4575,4576,4578,4580,4583,4585,4587,4589,4592],{"class":1052,"line":1465},[1050,4577,4523],{"class":1170},[1050,4579,1130],{"class":1064},[1050,4581,4582],{"class":1170},"content_conditions",[1050,4584,1099],{"class":1064},[1050,4586,1716],{"class":1185},[1050,4588,1189],{"class":1064},[1050,4590,4591],{"class":1721},"25",[1050,4593,1725],{"class":1064},[1050,4595,4596,4599,4601,4603],{"class":1052,"line":1477},[1050,4597,4598],{"class":1185},"                default",[1050,4600,1189],{"class":1064},[1050,4602,1766],{"class":1721},[1050,4604,1769],{"class":1064},[1050,4606,4607,4610,4612,4614],{"class":1052,"line":1496},[1050,4608,4609],{"class":1185},"                output_field",[1050,4611,1189],{"class":1064},[1050,4613,1780],{"class":1170},[1050,4615,1225],{"class":1064},[1050,4617,4618],{"class":1052,"line":1511},[1050,4619,2122],{"class":1064},[1050,4621,4622,4624,4626,4628,4631,4633,4635,4637,4639,4641,4643,4646,4648,4650,4652,4654,4656],{"class":1052,"line":1517},[1050,4623,2501],{"class":1064},[1050,4625,1171],{"class":1170},[1050,4627,1130],{"class":1064},[1050,4629,4630],{"class":1185},"relevance_score__gt",[1050,4632,1189],{"class":1064},[1050,4634,1766],{"class":1721},[1050,4636,1542],{"class":1064},[1050,4638,1795],{"class":1170},[1050,4640,1130],{"class":1064},[1050,4642,1801],{"class":1800},[1050,4644,4645],{"class":1804},"-relevance_score",[1050,4647,1801],{"class":1800},[1050,4649,1099],{"class":1064},[1050,4651,1812],{"class":1800},[1050,4653,1815],{"class":1804},[1050,4655,1801],{"class":1800},[1050,4657,1213],{"class":1064},[1050,4659,4660],{"class":1052,"line":1522},[1050,4661,1444],{"class":1060},[1050,4663,4664,4666],{"class":1052,"line":1549},[1050,4665,1930],{"class":1064},[1050,4667,1934],{"class":1933},[1050,4669,4670,4672,4675,4677,4679,4681,4684,4686,4689],{"class":1052,"line":1554},[1050,4671,1939],{"class":1122},[1050,4673,4674],{"class":1126}," faceted_search",[1050,4676,1130],{"class":1064},[1050,4678,1134],{"class":1133},[1050,4680,1099],{"class":1064},[1050,4682,4683],{"class":1133}," facets",[1050,4685,1189],{"class":1197},[1050,4687,4688],{"class":2187},"None",[1050,4690,1137],{"class":1064},[1050,4692,4693,4695,4698],{"class":1052,"line":1560},[1050,4694,1963],{"class":1143},[1050,4696,4697],{"class":1147},"Search with faceted filtering",[1050,4699,1151],{"class":1143},[1050,4701,4702],{"class":1052,"line":1574},[1050,4703,1973],{"class":1060},[1050,4705,4706],{"class":1052,"line":1584},[1050,4707,4708],{"class":1115},"        # Base search\n",[1050,4710,4711,4714,4716,4718,4720,4722,4724,4726],{"class":1052,"line":1620},[1050,4712,4713],{"class":1060},"        results ",[1050,4715,1189],{"class":1064},[1050,4717,1096],{"class":1060},[1050,4719,1065],{"class":1064},[1050,4721,1165],{"class":1164},[1050,4723,1065],{"class":1064},[1050,4725,1171],{"class":1170},[1050,4727,1174],{"class":1064},[1050,4729,4730,4732,4734,4736,4738,4740,4742,4744,4746,4748,4750,4752,4754],{"class":1052,"line":1625},[1050,4731,1480],{"class":1170},[1050,4733,1130],{"class":1064},[1050,4735,1186],{"class":1185},[1050,4737,1189],{"class":1064},[1050,4739,1134],{"class":1170},[1050,4741,1194],{"class":1064},[1050,4743,1198],{"class":1197},[1050,4745,1201],{"class":1170},[1050,4747,1130],{"class":1064},[1050,4749,1206],{"class":1185},[1050,4751,1189],{"class":1064},[1050,4753,1134],{"class":1170},[1050,4755,1213],{"class":1064},[1050,4757,4758],{"class":1052,"line":1642},[1050,4759,1514],{"class":1064},[1050,4761,4762],{"class":1052,"line":1671},[1050,4763,1973],{"class":1060},[1050,4765,4766],{"class":1052,"line":1681},[1050,4767,4768],{"class":1115},"        # Apply facets\n",[1050,4770,4771,4774,4776],{"class":1052,"line":1694},[1050,4772,4773],{"class":1056},"        if",[1050,4775,4683],{"class":1060},[1050,4777,1462],{"class":1064},[1050,4779,4780,4782,4784,4787,4789,4792,4794],{"class":1052,"line":1700},[1050,4781,2322],{"class":1056},[1050,4783,1812],{"class":1800},[1050,4785,4786],{"class":1804},"category",[1050,4788,1801],{"class":1800},[1050,4790,4791],{"class":1197}," in",[1050,4793,4683],{"class":1060},[1050,4795,1462],{"class":1064},[1050,4797,4798,4801,4803,4806,4808,4810,4812,4815,4817,4820,4823,4825,4827,4829],{"class":1052,"line":1728},[1050,4799,4800],{"class":1060},"                results ",[1050,4802,1189],{"class":1064},[1050,4804,4805],{"class":1060}," results",[1050,4807,1065],{"class":1064},[1050,4809,1171],{"class":1170},[1050,4811,1130],{"class":1064},[1050,4813,4814],{"class":1185},"category__slug__in",[1050,4816,1189],{"class":1064},[1050,4818,4819],{"class":1170},"facets",[1050,4821,4822],{"class":1064},"[",[1050,4824,1801],{"class":1800},[1050,4826,4786],{"class":1804},[1050,4828,1801],{"class":1800},[1050,4830,4831],{"class":1064},"])\n",[1050,4833,4834],{"class":1052,"line":1734},[1050,4835,4836],{"class":1060},"            \n",[1050,4838,4839,4841,4843,4846,4848,4850,4852],{"class":1052,"line":1758},[1050,4840,2322],{"class":1056},[1050,4842,1812],{"class":1800},[1050,4844,4845],{"class":1804},"author",[1050,4847,1801],{"class":1800},[1050,4849,4791],{"class":1197},[1050,4851,4683],{"class":1060},[1050,4853,1462],{"class":1064},[1050,4855,4856,4858,4860,4862,4864,4866,4868,4871,4873,4875,4877,4879,4881,4883],{"class":1052,"line":1772},[1050,4857,4800],{"class":1060},[1050,4859,1189],{"class":1064},[1050,4861,4805],{"class":1060},[1050,4863,1065],{"class":1064},[1050,4865,1171],{"class":1170},[1050,4867,1130],{"class":1064},[1050,4869,4870],{"class":1185},"author__slug__in",[1050,4872,1189],{"class":1064},[1050,4874,4819],{"class":1170},[1050,4876,4822],{"class":1064},[1050,4878,1801],{"class":1800},[1050,4880,4845],{"class":1804},[1050,4882,1801],{"class":1800},[1050,4884,4831],{"class":1064},[1050,4886,4887],{"class":1052,"line":1785},[1050,4888,4836],{"class":1060},[1050,4890,4891,4893,4895,4897,4899,4901,4903],{"class":1052,"line":1790},[1050,4892,2322],{"class":1056},[1050,4894,1812],{"class":1800},[1050,4896,2879],{"class":1804},[1050,4898,1801],{"class":1800},[1050,4900,4791],{"class":1197},[1050,4902,4683],{"class":1060},[1050,4904,1462],{"class":1064},[1050,4906,4907,4909,4911,4913,4915,4917,4919,4922,4924,4926,4928,4930,4932,4934],{"class":1052,"line":2534},[1050,4908,4800],{"class":1060},[1050,4910,1189],{"class":1064},[1050,4912,4805],{"class":1060},[1050,4914,1065],{"class":1064},[1050,4916,1171],{"class":1170},[1050,4918,1130],{"class":1064},[1050,4920,4921],{"class":1185},"tags__slug__in",[1050,4923,1189],{"class":1064},[1050,4925,4819],{"class":1170},[1050,4927,4822],{"class":1064},[1050,4929,1801],{"class":1800},[1050,4931,2879],{"class":1804},[1050,4933,1801],{"class":1800},[1050,4935,4831],{"class":1064},[1050,4937,4938],{"class":1052,"line":2539},[1050,4939,4836],{"class":1060},[1050,4941,4942,4944,4946,4949,4951,4953,4955],{"class":1052,"line":2546},[1050,4943,2322],{"class":1056},[1050,4945,1812],{"class":1800},[1050,4947,4948],{"class":1804},"date_range",[1050,4950,1801],{"class":1800},[1050,4952,4791],{"class":1197},[1050,4954,4683],{"class":1060},[1050,4956,1462],{"class":1064},[1050,4958,4959,4962,4964,4967,4969,4971,4973,4975,4977,4979],{"class":1052,"line":2560},[1050,4960,4961],{"class":1060},"                start_date",[1050,4963,1099],{"class":1064},[1050,4965,4966],{"class":1060}," end_date ",[1050,4968,1189],{"class":1064},[1050,4970,4683],{"class":1060},[1050,4972,4822],{"class":1064},[1050,4974,1801],{"class":1800},[1050,4976,4948],{"class":1804},[1050,4978,1801],{"class":1800},[1050,4980,2531],{"class":1064},[1050,4982,4983,4985,4987,4989,4991,4993,4995,4998,5001,5004,5006,5009],{"class":1052,"line":2570},[1050,4984,4800],{"class":1060},[1050,4986,1189],{"class":1064},[1050,4988,4805],{"class":1060},[1050,4990,1065],{"class":1064},[1050,4992,1171],{"class":1170},[1050,4994,1130],{"class":1064},[1050,4996,4997],{"class":1185},"created_at__range",[1050,4999,5000],{"class":1064},"=(",[1050,5002,5003],{"class":1170},"start_date",[1050,5005,1099],{"class":1064},[1050,5007,5008],{"class":1170}," end_date",[1050,5010,5011],{"class":1064},"))\n",[1050,5013,5014],{"class":1052,"line":2575},[1050,5015,1973],{"class":1060},[1050,5017,5018,5020,5022,5024,5026],{"class":1052,"line":2581},[1050,5019,2164],{"class":1056},[1050,5021,4805],{"class":1060},[1050,5023,1065],{"class":1064},[1050,5025,1222],{"class":1170},[1050,5027,1225],{"class":1064},[1050,5029,5030],{"class":1052,"line":2601},[1050,5031,1444],{"class":1060},[1050,5033,5034,5036],{"class":1052,"line":2612},[1050,5035,1930],{"class":1064},[1050,5037,1934],{"class":1933},[1050,5039,5040,5042,5045,5047,5049],{"class":1052,"line":2643},[1050,5041,1939],{"class":1122},[1050,5043,5044],{"class":1126}," get_search_facets",[1050,5046,1130],{"class":1064},[1050,5048,1134],{"class":1133},[1050,5050,1137],{"class":1064},[1050,5052,5053,5055,5058],{"class":1052,"line":2648},[1050,5054,1963],{"class":1143},[1050,5056,5057],{"class":1147},"Get available facets for search results",[1050,5059,1151],{"class":1143},[1050,5061,5062],{"class":1052,"line":2654},[1050,5063,1973],{"class":1060},[1050,5065,5066],{"class":1052,"line":2675},[1050,5067,5068],{"class":1115},"        # Get base search results\n",[1050,5070,5071,5074,5076,5078,5080,5082,5084,5086],{"class":1052,"line":2685},[1050,5072,5073],{"class":1060},"        base_results ",[1050,5075,1189],{"class":1064},[1050,5077,1096],{"class":1060},[1050,5079,1065],{"class":1064},[1050,5081,1165],{"class":1164},[1050,5083,1065],{"class":1064},[1050,5085,1171],{"class":1170},[1050,5087,1174],{"class":1064},[1050,5089,5090,5092,5094,5096,5098,5100,5102,5104,5106,5108,5110,5112,5114],{"class":1052,"line":2715},[1050,5091,1480],{"class":1170},[1050,5093,1130],{"class":1064},[1050,5095,1186],{"class":1185},[1050,5097,1189],{"class":1064},[1050,5099,1134],{"class":1170},[1050,5101,1194],{"class":1064},[1050,5103,1198],{"class":1197},[1050,5105,1201],{"class":1170},[1050,5107,1130],{"class":1064},[1050,5109,1206],{"class":1185},[1050,5111,1189],{"class":1064},[1050,5113,1134],{"class":1170},[1050,5115,1213],{"class":1064},[1050,5117,5118],{"class":1052,"line":2720},[1050,5119,1514],{"class":1064},[1050,5121,5122],{"class":1052,"line":2726},[1050,5123,1973],{"class":1060},[1050,5125,5126],{"class":1052,"line":2747},[1050,5127,5128],{"class":1115},"        # Calculate facets\n",[1050,5130,5131,5134,5136,5139,5141,5144],{"class":1052,"line":2789},[1050,5132,5133],{"class":1060},"        categories ",[1050,5135,1189],{"class":1064},[1050,5137,5138],{"class":1060}," base_results",[1050,5140,1065],{"class":1064},[1050,5142,5143],{"class":1170},"values",[1050,5145,1174],{"class":1064},[1050,5147,5148,5150,5153,5155,5157,5159,5162],{"class":1052,"line":2798},[1050,5149,2854],{"class":1800},[1050,5151,5152],{"class":1804},"category__slug",[1050,5154,1801],{"class":1800},[1050,5156,1099],{"class":1064},[1050,5158,1812],{"class":1800},[1050,5160,5161],{"class":1804},"category__name",[1050,5163,3018],{"class":1800},[1050,5165,5166,5168,5170,5172,5175,5177,5180,5182,5184,5187,5189,5192,5194,5196,5198,5201,5203],{"class":1052,"line":2808},[1050,5167,2501],{"class":1064},[1050,5169,1676],{"class":1170},[1050,5171,1130],{"class":1064},[1050,5173,5174],{"class":1185},"count",[1050,5176,1189],{"class":1064},[1050,5178,5179],{"class":1170},"Count",[1050,5181,1130],{"class":1064},[1050,5183,1801],{"class":1800},[1050,5185,5186],{"class":1804},"id",[1050,5188,1801],{"class":1800},[1050,5190,5191],{"class":1064},")).",[1050,5193,1795],{"class":1170},[1050,5195,1130],{"class":1064},[1050,5197,1801],{"class":1800},[1050,5199,5200],{"class":1804},"-count",[1050,5202,1801],{"class":1800},[1050,5204,1213],{"class":1064},[1050,5206,5207],{"class":1052,"line":2838},[1050,5208,1973],{"class":1060},[1050,5210,5211,5214,5216,5218,5220,5222],{"class":1052,"line":2843},[1050,5212,5213],{"class":1060},"        authors ",[1050,5215,1189],{"class":1064},[1050,5217,5138],{"class":1060},[1050,5219,1065],{"class":1064},[1050,5221,5143],{"class":1170},[1050,5223,1174],{"class":1064},[1050,5225,5226,5228,5231,5233,5235,5237,5240,5242,5244,5246,5249],{"class":1052,"line":2851},[1050,5227,2854],{"class":1800},[1050,5229,5230],{"class":1804},"author__slug",[1050,5232,1801],{"class":1800},[1050,5234,1099],{"class":1064},[1050,5236,1812],{"class":1800},[1050,5238,5239],{"class":1804},"author__first_name",[1050,5241,1801],{"class":1800},[1050,5243,1099],{"class":1064},[1050,5245,1812],{"class":1800},[1050,5247,5248],{"class":1804},"author__last_name",[1050,5250,3018],{"class":1800},[1050,5252,5253,5255,5257,5259,5261,5263,5265,5267,5269,5271,5273,5275,5277,5279,5281,5283,5285],{"class":1052,"line":2874},[1050,5254,2501],{"class":1064},[1050,5256,1676],{"class":1170},[1050,5258,1130],{"class":1064},[1050,5260,5174],{"class":1185},[1050,5262,1189],{"class":1064},[1050,5264,5179],{"class":1170},[1050,5266,1130],{"class":1064},[1050,5268,1801],{"class":1800},[1050,5270,5186],{"class":1804},[1050,5272,1801],{"class":1800},[1050,5274,5191],{"class":1064},[1050,5276,1795],{"class":1170},[1050,5278,1130],{"class":1064},[1050,5280,1801],{"class":1800},[1050,5282,5200],{"class":1804},[1050,5284,1801],{"class":1800},[1050,5286,1213],{"class":1064},[1050,5288,5289],{"class":1052,"line":2895},[1050,5290,1973],{"class":1060},[1050,5292,5293,5296,5298,5300,5302,5304],{"class":1052,"line":2916},[1050,5294,5295],{"class":1060},"        tags ",[1050,5297,1189],{"class":1064},[1050,5299,5138],{"class":1060},[1050,5301,1065],{"class":1064},[1050,5303,5143],{"class":1170},[1050,5305,1174],{"class":1064},[1050,5307,5308,5310,5313,5315,5317,5319,5322],{"class":1052,"line":2922},[1050,5309,2854],{"class":1800},[1050,5311,5312],{"class":1804},"tags__slug",[1050,5314,1801],{"class":1800},[1050,5316,1099],{"class":1064},[1050,5318,1812],{"class":1800},[1050,5320,5321],{"class":1804},"tags__name",[1050,5323,3018],{"class":1800},[1050,5325,5326,5328,5330,5332,5334,5336,5338,5340,5342,5344,5346,5348,5350,5352,5354,5356,5358],{"class":1052,"line":2927},[1050,5327,2501],{"class":1064},[1050,5329,1676],{"class":1170},[1050,5331,1130],{"class":1064},[1050,5333,5174],{"class":1185},[1050,5335,1189],{"class":1064},[1050,5337,5179],{"class":1170},[1050,5339,1130],{"class":1064},[1050,5341,1801],{"class":1800},[1050,5343,5186],{"class":1804},[1050,5345,1801],{"class":1800},[1050,5347,5191],{"class":1064},[1050,5349,1795],{"class":1170},[1050,5351,1130],{"class":1064},[1050,5353,1801],{"class":1800},[1050,5355,5200],{"class":1804},[1050,5357,1801],{"class":1800},[1050,5359,1213],{"class":1064},[1050,5361,5362],{"class":1052,"line":2933},[1050,5363,1973],{"class":1060},[1050,5365,5366,5368],{"class":1052,"line":2959},[1050,5367,2164],{"class":1056},[1050,5369,2848],{"class":1064},[1050,5371,5372,5374,5377,5379,5381,5383,5385,5387],{"class":1052,"line":2976},[1050,5373,2854],{"class":1800},[1050,5375,5376],{"class":1804},"categories",[1050,5378,1801],{"class":1800},[1050,5380,2351],{"class":1064},[1050,5382,2864],{"class":1933},[1050,5384,1130],{"class":1064},[1050,5386,5376],{"class":1170},[1050,5388,1725],{"class":1064},[1050,5390,5391,5393,5395,5397,5399,5401,5403,5405],{"class":1052,"line":2988},[1050,5392,2854],{"class":1800},[1050,5394,2900],{"class":1804},[1050,5396,1801],{"class":1800},[1050,5398,2351],{"class":1064},[1050,5400,2864],{"class":1933},[1050,5402,1130],{"class":1064},[1050,5404,2900],{"class":1170},[1050,5406,1725],{"class":1064},[1050,5408,5409,5411,5413,5415,5417,5419,5421,5423],{"class":1052,"line":3005},[1050,5410,2854],{"class":1800},[1050,5412,2879],{"class":1804},[1050,5414,1801],{"class":1800},[1050,5416,2351],{"class":1064},[1050,5418,2864],{"class":1933},[1050,5420,1130],{"class":1064},[1050,5422,2879],{"class":1170},[1050,5424,1725],{"class":1064},[1050,5426,5427,5429,5432,5434,5436,5438,5440,5442],{"class":1052,"line":3021},[1050,5428,2854],{"class":1800},[1050,5430,5431],{"class":1804},"total_results",[1050,5433,1801],{"class":1800},[1050,5435,2351],{"class":1064},[1050,5437,5138],{"class":1060},[1050,5439,1065],{"class":1064},[1050,5441,5174],{"class":1170},[1050,5443,1225],{"class":1064},[1050,5445,5446],{"class":1052,"line":3026},[1050,5447,2919],{"class":1064},[1030,5449,5451],{"id":5450},"search-with-external-services","Search with External Services",[1035,5453,5455],{"id":5454},"elasticsearch-integration","Elasticsearch Integration",[1040,5457,5459],{"className":1042,"code":5458,"language":1044,"meta":1045,"style":1045},"# Elasticsearch integration example\nfrom elasticsearch import Elasticsearch\nfrom django.conf import settings\n\nclass ElasticsearchSearch:\n    \"\"\"Elasticsearch search implementation\"\"\"\n    \n    def __init__(self):\n        self.es = Elasticsearch([settings.ELASTICSEARCH_URL])\n        self.index_name = 'blog_posts'\n    \n    def index_post(self, post):\n        \"\"\"Index a post in Elasticsearch\"\"\"\n        \n        doc = {\n            'id': post.id,\n            'title': post.title,\n            'content': post.content,\n            'author': post.author.get_full_name(),\n            'category': post.category.name if post.category else None,\n            'tags': [tag.name for tag in post.tags.all()],\n            'created_at': post.created_at,\n            'view_count': post.view_count,\n            'status': post.status\n        }\n        \n        self.es.index(\n            index=self.index_name,\n            id=post.id,\n            body=doc\n        )\n    \n    def search_posts(self, query, filters=None, size=20, from_=0):\n        \"\"\"Search posts using Elasticsearch\"\"\"\n        \n        # Build search query\n        search_body = {\n            'query': {\n                'bool': {\n                    'must': [\n                        {\n                            'multi_match': {\n                                'query': query,\n                                'fields': ['title^3', 'content', 'author', 'tags'],\n                                'type': 'best_fields',\n                                'fuzziness': 'AUTO'\n                            }\n                        }\n                    ],\n                    'filter': []\n                }\n            },\n            'highlight': {\n                'fields': {\n                    'title': {},\n                    'content': {'fragment_size': 150}\n                }\n            },\n            'sort': [\n                {'_score': {'order': 'desc'}},\n                {'created_at': {'order': 'desc'}}\n            ],\n            'size': size,\n            'from': from_\n        }\n        \n        # Add filters\n        if filters:\n            if 'category' in filters:\n                search_body['query']['bool']['filter'].append({\n                    'term': {'category.keyword': filters['category']}\n                })\n            \n            if 'author' in filters:\n                search_body['query']['bool']['filter'].append({\n                    'term': {'author.keyword': filters['author']}\n                })\n            \n            if 'date_range' in filters:\n                search_body['query']['bool']['filter'].append({\n                    'range': {\n                        'created_at': {\n                            'gte': filters['date_range']['start'],\n                            'lte': filters['date_range']['end']\n                        }\n                    }\n                })\n        \n        # Execute search\n        response = self.es.search(\n            index=self.index_name,\n            body=search_body\n        )\n        \n        return self.format_search_results(response)\n    \n    def format_search_results(self, response):\n        \"\"\"Format Elasticsearch response\"\"\"\n        \n        results = []\n        for hit in response['hits']['hits']:\n            result = {\n                'id': hit['_source']['id'],\n                'title': hit['_source']['title'],\n                'content': hit['_source']['content'][:200] + '...',\n                'author': hit['_source']['author'],\n                'score': hit['_score'],\n                'highlights': hit.get('highlight', {})\n            }\n            results.append(result)\n        \n        return {\n            'results': results,\n            'total': response['hits']['total']['value'],\n            'max_score': response['hits']['max_score']\n        }\n    \n    def get_suggestions(self, query):\n        \"\"\"Get search suggestions\"\"\"\n        \n        search_body = {\n            'suggest': {\n                'title_suggest': {\n                    'prefix': query,\n                    'completion': {\n                        'field': 'title_suggest',\n                        'size': 10\n                    }\n                }\n            }\n        }\n        \n        response = self.es.search(\n            index=self.index_name,\n            body=search_body\n        )\n        \n        suggestions = []\n        for suggestion in response['suggest']['title_suggest'][0]['options']:\n            suggestions.append(suggestion['text'])\n        \n        return suggestions\n\n# Django management command to index posts\n\"\"\"\n# management/commands/index_posts.py\nfrom django.core.management.base import BaseCommand\nfrom myapp.models import Post\nfrom myapp.search import ElasticsearchSearch\n\nclass Command(BaseCommand):\n    help = 'Index all posts in Elasticsearch'\n    \n    def handle(self, *args, **options):\n        es_search = ElasticsearchSearch()\n        \n        posts = Post.objects.filter(status='published')\n        total = posts.count()\n        \n        for i, post in enumerate(posts, 1):\n            es_search.index_post(post)\n            if i % 100 == 0:\n                self.stdout.write(f'Indexed {i}/{total} posts')\n        \n        self.stdout.write(\n            self.style.SUCCESS(f'Successfully indexed {total} posts')\n        )\n\"\"\"\n",[1047,5460,5461,5466,5478,5494,5498,5507,5516,5520,5536,5567,5585,5589,5607,5616,5620,5629,5647,5665,5683,5707,5744,5786,5805,5824,5842,5846,5850,5865,5880,5896,5906,5910,5914,5958,5967,5971,5976,5985,5997,6011,6026,6031,6045,6060,6107,6127,6145,6150,6155,6160,6173,6178,6183,6196,6208,6221,6248,6252,6256,6269,6304,6335,6340,6355,6368,6372,6376,6381,6389,6405,6444,6479,6484,6488,6504,6538,6571,6575,6579,6595,6629,6642,6655,6687,6719,6723,6728,6732,6736,6741,6761,6775,6784,6789,6794,6813,6818,6837,6847,6852,6861,6893,6903,6936,6967,7016,7047,7071,7103,7109,7126,7131,7138,7154,7195,7227,7232,7237,7255,7265,7270,7279,7293,7307,7323,7337,7356,7370,7375,7380,7385,7390,7395,7414,7429,7438,7443,7448,7458,7501,7527,7532,7540,7545,7551,7556,7562,7568,7574,7580,7585,7591,7597,7602,7608,7614,7619,7625,7631,7636,7642,7648,7654,7660,7665,7671,7677,7682],{"__ignoreMap":1045},[1050,5462,5463],{"class":1052,"line":1053},[1050,5464,5465],{"class":1115},"# Elasticsearch integration example\n",[1050,5467,5468,5470,5473,5475],{"class":1052,"line":1082},[1050,5469,1057],{"class":1056},[1050,5471,5472],{"class":1060}," elasticsearch ",[1050,5474,1076],{"class":1056},[1050,5476,5477],{"class":1060}," Elasticsearch\n",[1050,5479,5480,5482,5484,5486,5489,5491],{"class":1052,"line":1105},[1050,5481,1057],{"class":1056},[1050,5483,1061],{"class":1060},[1050,5485,1065],{"class":1064},[1050,5487,5488],{"class":1060},"conf ",[1050,5490,1076],{"class":1056},[1050,5492,5493],{"class":1060}," settings\n",[1050,5495,5496],{"class":1052,"line":1112},[1050,5497,1109],{"emptyLinePlaceholder":1108},[1050,5499,5500,5502,5505],{"class":1052,"line":1119},[1050,5501,1906],{"class":1122},[1050,5503,5504],{"class":1909}," ElasticsearchSearch",[1050,5506,1462],{"class":1064},[1050,5508,5509,5511,5514],{"class":1052,"line":1140},[1050,5510,1144],{"class":1143},[1050,5512,5513],{"class":1147},"Elasticsearch search implementation",[1050,5515,1151],{"class":1143},[1050,5517,5518],{"class":1052,"line":1154},[1050,5519,1444],{"class":1060},[1050,5521,5522,5524,5528,5530,5534],{"class":1052,"line":1177},[1050,5523,1939],{"class":1122},[1050,5525,5527],{"class":5526},"sJdAF"," __init__",[1050,5529,1130],{"class":1064},[1050,5531,5533],{"class":5532},"sRjD_","self",[1050,5535,1137],{"class":1064},[1050,5537,5538,5542,5544,5547,5550,5553,5556,5559,5561,5565],{"class":1052,"line":1216},[1050,5539,5541],{"class":5540},"se3Ec","        self",[1050,5543,1065],{"class":1064},[1050,5545,5546],{"class":1164},"es",[1050,5548,5549],{"class":1064}," =",[1050,5551,5552],{"class":1170}," Elasticsearch",[1050,5554,5555],{"class":1064},"([",[1050,5557,5558],{"class":1170},"settings",[1050,5560,1065],{"class":1064},[1050,5562,5564],{"class":5563},"sFGJz","ELASTICSEARCH_URL",[1050,5566,4831],{"class":1064},[1050,5568,5569,5571,5573,5576,5578,5580,5583],{"class":1052,"line":1228},[1050,5570,5541],{"class":5540},[1050,5572,1065],{"class":1064},[1050,5574,5575],{"class":1164},"index_name",[1050,5577,5549],{"class":1064},[1050,5579,1812],{"class":1800},[1050,5581,5582],{"class":1804},"blog_posts",[1050,5584,3018],{"class":1800},[1050,5586,5587],{"class":1052,"line":1233},[1050,5588,1444],{"class":1060},[1050,5590,5591,5593,5596,5598,5600,5602,5605],{"class":1052,"line":1239},[1050,5592,1939],{"class":1122},[1050,5594,5595],{"class":1126}," index_post",[1050,5597,1130],{"class":1064},[1050,5599,5533],{"class":5532},[1050,5601,1099],{"class":1064},[1050,5603,5604],{"class":1133}," post",[1050,5606,1137],{"class":1064},[1050,5608,5609,5611,5614],{"class":1052,"line":1253},[1050,5610,1963],{"class":1143},[1050,5612,5613],{"class":1147},"Index a post in Elasticsearch",[1050,5615,1151],{"class":1143},[1050,5617,5618],{"class":1052,"line":1263},[1050,5619,1973],{"class":1060},[1050,5621,5622,5625,5627],{"class":1052,"line":1280},[1050,5623,5624],{"class":1060},"        doc ",[1050,5626,1189],{"class":1064},[1050,5628,2848],{"class":1064},[1050,5630,5631,5633,5635,5637,5639,5641,5643,5645],{"class":1052,"line":1298},[1050,5632,2854],{"class":1800},[1050,5634,5186],{"class":1804},[1050,5636,1801],{"class":1800},[1050,5638,2351],{"class":1064},[1050,5640,5604],{"class":1060},[1050,5642,1065],{"class":1064},[1050,5644,5186],{"class":1164},[1050,5646,1769],{"class":1064},[1050,5648,5649,5651,5653,5655,5657,5659,5661,5663],{"class":1052,"line":1315},[1050,5650,2854],{"class":1800},[1050,5652,2423],{"class":1804},[1050,5654,1801],{"class":1800},[1050,5656,2351],{"class":1064},[1050,5658,5604],{"class":1060},[1050,5660,1065],{"class":1064},[1050,5662,2423],{"class":1164},[1050,5664,1769],{"class":1064},[1050,5666,5667,5669,5671,5673,5675,5677,5679,5681],{"class":1052,"line":1333},[1050,5668,2854],{"class":1800},[1050,5670,3220],{"class":1804},[1050,5672,1801],{"class":1800},[1050,5674,2351],{"class":1064},[1050,5676,5604],{"class":1060},[1050,5678,1065],{"class":1064},[1050,5680,3220],{"class":1164},[1050,5682,1769],{"class":1064},[1050,5684,5685,5687,5689,5691,5693,5695,5697,5699,5701,5704],{"class":1052,"line":1351},[1050,5686,2854],{"class":1800},[1050,5688,4845],{"class":1804},[1050,5690,1801],{"class":1800},[1050,5692,2351],{"class":1064},[1050,5694,5604],{"class":1060},[1050,5696,1065],{"class":1064},[1050,5698,4845],{"class":1164},[1050,5700,1065],{"class":1064},[1050,5702,5703],{"class":1170},"get_full_name",[1050,5705,5706],{"class":1064},"(),\n",[1050,5708,5709,5711,5713,5715,5717,5719,5721,5723,5725,5727,5730,5732,5734,5736,5739,5742],{"class":1052,"line":1367},[1050,5710,2854],{"class":1800},[1050,5712,4786],{"class":1804},[1050,5714,1801],{"class":1800},[1050,5716,2351],{"class":1064},[1050,5718,5604],{"class":1060},[1050,5720,1065],{"class":1064},[1050,5722,4786],{"class":1164},[1050,5724,1065],{"class":1064},[1050,5726,2696],{"class":1164},[1050,5728,5729],{"class":1056}," if",[1050,5731,5604],{"class":1060},[1050,5733,1065],{"class":1064},[1050,5735,4786],{"class":1164},[1050,5737,5738],{"class":1056}," else",[1050,5740,5741],{"class":2187}," None",[1050,5743,1769],{"class":1064},[1050,5745,5746,5748,5750,5752,5754,5757,5760,5762,5764,5767,5770,5772,5774,5776,5778,5780,5783],{"class":1052,"line":1376},[1050,5747,2854],{"class":1800},[1050,5749,2879],{"class":1804},[1050,5751,1801],{"class":1800},[1050,5753,2351],{"class":1064},[1050,5755,5756],{"class":1064}," [",[1050,5758,5759],{"class":1060},"tag",[1050,5761,1065],{"class":1064},[1050,5763,2696],{"class":1164},[1050,5765,5766],{"class":1056}," for",[1050,5768,5769],{"class":1060}," tag ",[1050,5771,1456],{"class":1056},[1050,5773,5604],{"class":1060},[1050,5775,1065],{"class":1064},[1050,5777,2879],{"class":1164},[1050,5779,1065],{"class":1064},[1050,5781,5782],{"class":1170},"all",[1050,5784,5785],{"class":1064},"()],\n",[1050,5787,5788,5790,5793,5795,5797,5799,5801,5803],{"class":1052,"line":1381},[1050,5789,2854],{"class":1800},[1050,5791,5792],{"class":1804},"created_at",[1050,5794,1801],{"class":1800},[1050,5796,2351],{"class":1064},[1050,5798,5604],{"class":1060},[1050,5800,1065],{"class":1064},[1050,5802,5792],{"class":1164},[1050,5804,1769],{"class":1064},[1050,5806,5807,5809,5812,5814,5816,5818,5820,5822],{"class":1052,"line":1387},[1050,5808,2854],{"class":1800},[1050,5810,5811],{"class":1804},"view_count",[1050,5813,1801],{"class":1800},[1050,5815,2351],{"class":1064},[1050,5817,5604],{"class":1060},[1050,5819,1065],{"class":1064},[1050,5821,5811],{"class":1164},[1050,5823,1769],{"class":1064},[1050,5825,5826,5828,5831,5833,5835,5837,5839],{"class":1052,"line":1401},[1050,5827,2854],{"class":1800},[1050,5829,5830],{"class":1804},"status",[1050,5832,1801],{"class":1800},[1050,5834,2351],{"class":1064},[1050,5836,5604],{"class":1060},[1050,5838,1065],{"class":1064},[1050,5840,5841],{"class":1164},"status\n",[1050,5843,5844],{"class":1052,"line":1411},[1050,5845,2919],{"class":1064},[1050,5847,5848],{"class":1052,"line":1429},[1050,5849,1973],{"class":1060},[1050,5851,5852,5854,5856,5858,5860,5863],{"class":1052,"line":1441},[1050,5853,5541],{"class":5540},[1050,5855,1065],{"class":1064},[1050,5857,5546],{"class":1164},[1050,5859,1065],{"class":1064},[1050,5861,5862],{"class":1170},"index",[1050,5864,1174],{"class":1064},[1050,5866,5867,5870,5872,5874,5876,5878],{"class":1052,"line":1447},[1050,5868,5869],{"class":1185},"            index",[1050,5871,1189],{"class":1064},[1050,5873,5533],{"class":5540},[1050,5875,1065],{"class":1064},[1050,5877,5575],{"class":1164},[1050,5879,1769],{"class":1064},[1050,5881,5882,5885,5887,5890,5892,5894],{"class":1052,"line":1465},[1050,5883,5884],{"class":1185},"            id",[1050,5886,1189],{"class":1064},[1050,5888,5889],{"class":1170},"post",[1050,5891,1065],{"class":1064},[1050,5893,5186],{"class":1164},[1050,5895,1769],{"class":1064},[1050,5897,5898,5901,5903],{"class":1052,"line":1477},[1050,5899,5900],{"class":1185},"            body",[1050,5902,1189],{"class":1064},[1050,5904,5905],{"class":1170},"doc\n",[1050,5907,5908],{"class":1052,"line":1496},[1050,5909,1514],{"class":1064},[1050,5911,5912],{"class":1052,"line":1511},[1050,5913,1444],{"class":1060},[1050,5915,5916,5918,5921,5923,5925,5927,5929,5931,5933,5935,5937,5939,5942,5944,5947,5949,5952,5954,5956],{"class":1052,"line":1517},[1050,5917,1939],{"class":1122},[1050,5919,5920],{"class":1126}," search_posts",[1050,5922,1130],{"class":1064},[1050,5924,5533],{"class":5532},[1050,5926,1099],{"class":1064},[1050,5928,1419],{"class":1133},[1050,5930,1099],{"class":1064},[1050,5932,2309],{"class":1133},[1050,5934,1189],{"class":1197},[1050,5936,4688],{"class":2187},[1050,5938,1099],{"class":1064},[1050,5940,5941],{"class":1133}," size",[1050,5943,1189],{"class":1197},[1050,5945,5946],{"class":1721},"20",[1050,5948,1099],{"class":1064},[1050,5950,5951],{"class":1133}," from_",[1050,5953,1189],{"class":1197},[1050,5955,1766],{"class":1721},[1050,5957,1137],{"class":1064},[1050,5959,5960,5962,5965],{"class":1052,"line":1522},[1050,5961,1963],{"class":1143},[1050,5963,5964],{"class":1147},"Search posts using Elasticsearch",[1050,5966,1151],{"class":1143},[1050,5968,5969],{"class":1052,"line":1549},[1050,5970,1973],{"class":1060},[1050,5972,5973],{"class":1052,"line":1554},[1050,5974,5975],{"class":1115},"        # Build search query\n",[1050,5977,5978,5981,5983],{"class":1052,"line":1560},[1050,5979,5980],{"class":1060},"        search_body ",[1050,5982,1189],{"class":1064},[1050,5984,2848],{"class":1064},[1050,5986,5987,5989,5991,5993,5995],{"class":1052,"line":1574},[1050,5988,2854],{"class":1800},[1050,5990,1134],{"class":1804},[1050,5992,1801],{"class":1800},[1050,5994,2351],{"class":1064},[1050,5996,2848],{"class":1064},[1050,5998,5999,6002,6005,6007,6009],{"class":1052,"line":1584},[1050,6000,6001],{"class":1800},"                '",[1050,6003,6004],{"class":1804},"bool",[1050,6006,1801],{"class":1800},[1050,6008,2351],{"class":1064},[1050,6010,2848],{"class":1064},[1050,6012,6013,6016,6019,6021,6023],{"class":1052,"line":1620},[1050,6014,6015],{"class":1800},"                    '",[1050,6017,6018],{"class":1804},"must",[1050,6020,1801],{"class":1800},[1050,6022,2351],{"class":1064},[1050,6024,6025],{"class":1064}," [\n",[1050,6027,6028],{"class":1052,"line":1625},[1050,6029,6030],{"class":1064},"                        {\n",[1050,6032,6033,6036,6039,6041,6043],{"class":1052,"line":1642},[1050,6034,6035],{"class":1800},"                            '",[1050,6037,6038],{"class":1804},"multi_match",[1050,6040,1801],{"class":1800},[1050,6042,2351],{"class":1064},[1050,6044,2848],{"class":1064},[1050,6046,6047,6050,6052,6054,6056,6058],{"class":1052,"line":1671},[1050,6048,6049],{"class":1800},"                                '",[1050,6051,1134],{"class":1804},[1050,6053,1801],{"class":1800},[1050,6055,2351],{"class":1064},[1050,6057,1419],{"class":1060},[1050,6059,1769],{"class":1064},[1050,6061,6062,6064,6067,6069,6071,6073,6075,6078,6080,6082,6084,6086,6088,6090,6092,6094,6096,6098,6100,6102,6104],{"class":1052,"line":1681},[1050,6063,6049],{"class":1800},[1050,6065,6066],{"class":1804},"fields",[1050,6068,1801],{"class":1800},[1050,6070,2351],{"class":1064},[1050,6072,5756],{"class":1064},[1050,6074,1801],{"class":1800},[1050,6076,6077],{"class":1804},"title^3",[1050,6079,1801],{"class":1800},[1050,6081,1099],{"class":1064},[1050,6083,1812],{"class":1800},[1050,6085,3220],{"class":1804},[1050,6087,1801],{"class":1800},[1050,6089,1099],{"class":1064},[1050,6091,1812],{"class":1800},[1050,6093,4845],{"class":1804},[1050,6095,1801],{"class":1800},[1050,6097,1099],{"class":1064},[1050,6099,1812],{"class":1800},[1050,6101,2879],{"class":1804},[1050,6103,1801],{"class":1800},[1050,6105,6106],{"class":1064},"],\n",[1050,6108,6109,6111,6114,6116,6118,6120,6123,6125],{"class":1052,"line":1694},[1050,6110,6049],{"class":1800},[1050,6112,6113],{"class":1804},"type",[1050,6115,1801],{"class":1800},[1050,6117,2351],{"class":1064},[1050,6119,1812],{"class":1800},[1050,6121,6122],{"class":1804},"best_fields",[1050,6124,1801],{"class":1800},[1050,6126,1769],{"class":1064},[1050,6128,6129,6131,6134,6136,6138,6140,6143],{"class":1052,"line":1700},[1050,6130,6049],{"class":1800},[1050,6132,6133],{"class":1804},"fuzziness",[1050,6135,1801],{"class":1800},[1050,6137,2351],{"class":1064},[1050,6139,1812],{"class":1800},[1050,6141,6142],{"class":1804},"AUTO",[1050,6144,3018],{"class":1800},[1050,6146,6147],{"class":1052,"line":1728},[1050,6148,6149],{"class":1064},"                            }\n",[1050,6151,6152],{"class":1052,"line":1734},[1050,6153,6154],{"class":1064},"                        }\n",[1050,6156,6157],{"class":1052,"line":1758},[1050,6158,6159],{"class":1064},"                    ],\n",[1050,6161,6162,6164,6166,6168,6170],{"class":1052,"line":1772},[1050,6163,6015],{"class":1800},[1050,6165,1171],{"class":1804},[1050,6167,1801],{"class":1800},[1050,6169,2351],{"class":1064},[1050,6171,6172],{"class":1064}," []\n",[1050,6174,6175],{"class":1052,"line":1785},[1050,6176,6177],{"class":1064},"                }\n",[1050,6179,6180],{"class":1052,"line":1790},[1050,6181,6182],{"class":1064},"            },\n",[1050,6184,6185,6187,6190,6192,6194],{"class":1052,"line":2534},[1050,6186,2854],{"class":1800},[1050,6188,6189],{"class":1804},"highlight",[1050,6191,1801],{"class":1800},[1050,6193,2351],{"class":1064},[1050,6195,2848],{"class":1064},[1050,6197,6198,6200,6202,6204,6206],{"class":1052,"line":2539},[1050,6199,6001],{"class":1800},[1050,6201,6066],{"class":1804},[1050,6203,1801],{"class":1800},[1050,6205,2351],{"class":1064},[1050,6207,2848],{"class":1064},[1050,6209,6210,6212,6214,6216,6218],{"class":1052,"line":2546},[1050,6211,6015],{"class":1800},[1050,6213,2423],{"class":1804},[1050,6215,1801],{"class":1800},[1050,6217,2351],{"class":1064},[1050,6219,6220],{"class":1064}," {},\n",[1050,6222,6223,6225,6227,6229,6231,6234,6236,6239,6241,6243,6246],{"class":1052,"line":2560},[1050,6224,6015],{"class":1800},[1050,6226,3220],{"class":1804},[1050,6228,1801],{"class":1800},[1050,6230,2351],{"class":1064},[1050,6232,6233],{"class":1064}," {",[1050,6235,1801],{"class":1800},[1050,6237,6238],{"class":1804},"fragment_size",[1050,6240,1801],{"class":1800},[1050,6242,2351],{"class":1064},[1050,6244,6245],{"class":1721}," 150",[1050,6247,2496],{"class":1064},[1050,6249,6250],{"class":1052,"line":2570},[1050,6251,6177],{"class":1064},[1050,6253,6254],{"class":1052,"line":2575},[1050,6255,6182],{"class":1064},[1050,6257,6258,6260,6263,6265,6267],{"class":1052,"line":2581},[1050,6259,2854],{"class":1800},[1050,6261,6262],{"class":1804},"sort",[1050,6264,1801],{"class":1800},[1050,6266,2351],{"class":1064},[1050,6268,6025],{"class":1064},[1050,6270,6271,6274,6276,6279,6281,6283,6285,6287,6290,6292,6294,6296,6299,6301],{"class":1052,"line":2601},[1050,6272,6273],{"class":1064},"                {",[1050,6275,1801],{"class":1800},[1050,6277,6278],{"class":1804},"_score",[1050,6280,1801],{"class":1800},[1050,6282,2351],{"class":1064},[1050,6284,6233],{"class":1064},[1050,6286,1801],{"class":1800},[1050,6288,6289],{"class":1804},"order",[1050,6291,1801],{"class":1800},[1050,6293,2351],{"class":1064},[1050,6295,1812],{"class":1800},[1050,6297,6298],{"class":1804},"desc",[1050,6300,1801],{"class":1800},[1050,6302,6303],{"class":1064},"}},\n",[1050,6305,6306,6308,6310,6312,6314,6316,6318,6320,6322,6324,6326,6328,6330,6332],{"class":1052,"line":2612},[1050,6307,6273],{"class":1064},[1050,6309,1801],{"class":1800},[1050,6311,5792],{"class":1804},[1050,6313,1801],{"class":1800},[1050,6315,2351],{"class":1064},[1050,6317,6233],{"class":1064},[1050,6319,1801],{"class":1800},[1050,6321,6289],{"class":1804},[1050,6323,1801],{"class":1800},[1050,6325,2351],{"class":1064},[1050,6327,1812],{"class":1800},[1050,6329,6298],{"class":1804},[1050,6331,1801],{"class":1800},[1050,6333,6334],{"class":1064},"}}\n",[1050,6336,6337],{"class":1052,"line":2643},[1050,6338,6339],{"class":1064},"            ],\n",[1050,6341,6342,6344,6347,6349,6351,6353],{"class":1052,"line":2648},[1050,6343,2854],{"class":1800},[1050,6345,6346],{"class":1804},"size",[1050,6348,1801],{"class":1800},[1050,6350,2351],{"class":1064},[1050,6352,5941],{"class":1060},[1050,6354,1769],{"class":1064},[1050,6356,6357,6359,6361,6363,6365],{"class":1052,"line":2654},[1050,6358,2854],{"class":1800},[1050,6360,1057],{"class":1804},[1050,6362,1801],{"class":1800},[1050,6364,2351],{"class":1064},[1050,6366,6367],{"class":1060}," from_\n",[1050,6369,6370],{"class":1052,"line":2675},[1050,6371,2919],{"class":1064},[1050,6373,6374],{"class":1052,"line":2685},[1050,6375,1973],{"class":1060},[1050,6377,6378],{"class":1052,"line":2715},[1050,6379,6380],{"class":1115},"        # Add filters\n",[1050,6382,6383,6385,6387],{"class":1052,"line":2720},[1050,6384,4773],{"class":1056},[1050,6386,2309],{"class":1060},[1050,6388,1462],{"class":1064},[1050,6390,6391,6393,6395,6397,6399,6401,6403],{"class":1052,"line":2726},[1050,6392,2322],{"class":1056},[1050,6394,1812],{"class":1800},[1050,6396,4786],{"class":1804},[1050,6398,1801],{"class":1800},[1050,6400,4791],{"class":1197},[1050,6402,2309],{"class":1060},[1050,6404,1462],{"class":1064},[1050,6406,6407,6410,6412,6414,6416,6418,6421,6423,6425,6427,6429,6431,6433,6435,6438,6441],{"class":1052,"line":2747},[1050,6408,6409],{"class":1060},"                search_body",[1050,6411,4822],{"class":1064},[1050,6413,1801],{"class":1800},[1050,6415,1134],{"class":1804},[1050,6417,1801],{"class":1800},[1050,6419,6420],{"class":1064},"][",[1050,6422,1801],{"class":1800},[1050,6424,6004],{"class":1804},[1050,6426,1801],{"class":1800},[1050,6428,6420],{"class":1064},[1050,6430,1801],{"class":1800},[1050,6432,1171],{"class":1804},[1050,6434,1801],{"class":1800},[1050,6436,6437],{"class":1064},"].",[1050,6439,6440],{"class":1170},"append",[1050,6442,6443],{"class":1064},"({\n",[1050,6445,6446,6448,6451,6453,6455,6457,6459,6462,6464,6466,6468,6470,6472,6474,6476],{"class":1052,"line":2789},[1050,6447,6015],{"class":1800},[1050,6449,6450],{"class":1804},"term",[1050,6452,1801],{"class":1800},[1050,6454,2351],{"class":1064},[1050,6456,6233],{"class":1064},[1050,6458,1801],{"class":1800},[1050,6460,6461],{"class":1804},"category.keyword",[1050,6463,1801],{"class":1800},[1050,6465,2351],{"class":1064},[1050,6467,2309],{"class":1170},[1050,6469,4822],{"class":1064},[1050,6471,1801],{"class":1800},[1050,6473,4786],{"class":1804},[1050,6475,1801],{"class":1800},[1050,6477,6478],{"class":1064},"]}\n",[1050,6480,6481],{"class":1052,"line":2798},[1050,6482,6483],{"class":1064},"                })\n",[1050,6485,6486],{"class":1052,"line":2808},[1050,6487,4836],{"class":1060},[1050,6489,6490,6492,6494,6496,6498,6500,6502],{"class":1052,"line":2838},[1050,6491,2322],{"class":1056},[1050,6493,1812],{"class":1800},[1050,6495,4845],{"class":1804},[1050,6497,1801],{"class":1800},[1050,6499,4791],{"class":1197},[1050,6501,2309],{"class":1060},[1050,6503,1462],{"class":1064},[1050,6505,6506,6508,6510,6512,6514,6516,6518,6520,6522,6524,6526,6528,6530,6532,6534,6536],{"class":1052,"line":2843},[1050,6507,6409],{"class":1060},[1050,6509,4822],{"class":1064},[1050,6511,1801],{"class":1800},[1050,6513,1134],{"class":1804},[1050,6515,1801],{"class":1800},[1050,6517,6420],{"class":1064},[1050,6519,1801],{"class":1800},[1050,6521,6004],{"class":1804},[1050,6523,1801],{"class":1800},[1050,6525,6420],{"class":1064},[1050,6527,1801],{"class":1800},[1050,6529,1171],{"class":1804},[1050,6531,1801],{"class":1800},[1050,6533,6437],{"class":1064},[1050,6535,6440],{"class":1170},[1050,6537,6443],{"class":1064},[1050,6539,6540,6542,6544,6546,6548,6550,6552,6555,6557,6559,6561,6563,6565,6567,6569],{"class":1052,"line":2851},[1050,6541,6015],{"class":1800},[1050,6543,6450],{"class":1804},[1050,6545,1801],{"class":1800},[1050,6547,2351],{"class":1064},[1050,6549,6233],{"class":1064},[1050,6551,1801],{"class":1800},[1050,6553,6554],{"class":1804},"author.keyword",[1050,6556,1801],{"class":1800},[1050,6558,2351],{"class":1064},[1050,6560,2309],{"class":1170},[1050,6562,4822],{"class":1064},[1050,6564,1801],{"class":1800},[1050,6566,4845],{"class":1804},[1050,6568,1801],{"class":1800},[1050,6570,6478],{"class":1064},[1050,6572,6573],{"class":1052,"line":2874},[1050,6574,6483],{"class":1064},[1050,6576,6577],{"class":1052,"line":2895},[1050,6578,4836],{"class":1060},[1050,6580,6581,6583,6585,6587,6589,6591,6593],{"class":1052,"line":2916},[1050,6582,2322],{"class":1056},[1050,6584,1812],{"class":1800},[1050,6586,4948],{"class":1804},[1050,6588,1801],{"class":1800},[1050,6590,4791],{"class":1197},[1050,6592,2309],{"class":1060},[1050,6594,1462],{"class":1064},[1050,6596,6597,6599,6601,6603,6605,6607,6609,6611,6613,6615,6617,6619,6621,6623,6625,6627],{"class":1052,"line":2922},[1050,6598,6409],{"class":1060},[1050,6600,4822],{"class":1064},[1050,6602,1801],{"class":1800},[1050,6604,1134],{"class":1804},[1050,6606,1801],{"class":1800},[1050,6608,6420],{"class":1064},[1050,6610,1801],{"class":1800},[1050,6612,6004],{"class":1804},[1050,6614,1801],{"class":1800},[1050,6616,6420],{"class":1064},[1050,6618,1801],{"class":1800},[1050,6620,1171],{"class":1804},[1050,6622,1801],{"class":1800},[1050,6624,6437],{"class":1064},[1050,6626,6440],{"class":1170},[1050,6628,6443],{"class":1064},[1050,6630,6631,6633,6636,6638,6640],{"class":1052,"line":2927},[1050,6632,6015],{"class":1800},[1050,6634,6635],{"class":1804},"range",[1050,6637,1801],{"class":1800},[1050,6639,2351],{"class":1064},[1050,6641,2848],{"class":1064},[1050,6643,6644,6647,6649,6651,6653],{"class":1052,"line":2933},[1050,6645,6646],{"class":1800},"                        '",[1050,6648,5792],{"class":1804},[1050,6650,1801],{"class":1800},[1050,6652,2351],{"class":1064},[1050,6654,2848],{"class":1064},[1050,6656,6657,6659,6662,6664,6666,6668,6670,6672,6674,6676,6678,6680,6683,6685],{"class":1052,"line":2959},[1050,6658,6035],{"class":1800},[1050,6660,6661],{"class":1804},"gte",[1050,6663,1801],{"class":1800},[1050,6665,2351],{"class":1064},[1050,6667,2309],{"class":1170},[1050,6669,4822],{"class":1064},[1050,6671,1801],{"class":1800},[1050,6673,4948],{"class":1804},[1050,6675,1801],{"class":1800},[1050,6677,6420],{"class":1064},[1050,6679,1801],{"class":1800},[1050,6681,6682],{"class":1804},"start",[1050,6684,1801],{"class":1800},[1050,6686,6106],{"class":1064},[1050,6688,6689,6691,6694,6696,6698,6700,6702,6704,6706,6708,6710,6712,6715,6717],{"class":1052,"line":2976},[1050,6690,6035],{"class":1800},[1050,6692,6693],{"class":1804},"lte",[1050,6695,1801],{"class":1800},[1050,6697,2351],{"class":1064},[1050,6699,2309],{"class":1170},[1050,6701,4822],{"class":1064},[1050,6703,1801],{"class":1800},[1050,6705,4948],{"class":1804},[1050,6707,1801],{"class":1800},[1050,6709,6420],{"class":1064},[1050,6711,1801],{"class":1800},[1050,6713,6714],{"class":1804},"end",[1050,6716,1801],{"class":1800},[1050,6718,2531],{"class":1064},[1050,6720,6721],{"class":1052,"line":2988},[1050,6722,6154],{"class":1064},[1050,6724,6725],{"class":1052,"line":3005},[1050,6726,6727],{"class":1064},"                    }\n",[1050,6729,6730],{"class":1052,"line":3021},[1050,6731,6483],{"class":1064},[1050,6733,6734],{"class":1052,"line":3026},[1050,6735,1973],{"class":1060},[1050,6737,6738],{"class":1052,"line":4186},[1050,6739,6740],{"class":1115},"        # Execute search\n",[1050,6742,6743,6746,6748,6751,6753,6755,6757,6759],{"class":1052,"line":4192},[1050,6744,6745],{"class":1060},"        response ",[1050,6747,1189],{"class":1064},[1050,6749,6750],{"class":5540}," self",[1050,6752,1065],{"class":1064},[1050,6754,5546],{"class":1164},[1050,6756,1065],{"class":1064},[1050,6758,1024],{"class":1170},[1050,6760,1174],{"class":1064},[1050,6762,6763,6765,6767,6769,6771,6773],{"class":1052,"line":4217},[1050,6764,5869],{"class":1185},[1050,6766,1189],{"class":1064},[1050,6768,5533],{"class":5540},[1050,6770,1065],{"class":1064},[1050,6772,5575],{"class":1164},[1050,6774,1769],{"class":1064},[1050,6776,6777,6779,6781],{"class":1052,"line":4243},[1050,6778,5900],{"class":1185},[1050,6780,1189],{"class":1064},[1050,6782,6783],{"class":1170},"search_body\n",[1050,6785,6787],{"class":1052,"line":6786},93,[1050,6788,1514],{"class":1064},[1050,6790,6792],{"class":1052,"line":6791},94,[1050,6793,1973],{"class":1060},[1050,6795,6797,6799,6801,6803,6806,6808,6811],{"class":1052,"line":6796},95,[1050,6798,2164],{"class":1056},[1050,6800,6750],{"class":5540},[1050,6802,1065],{"class":1064},[1050,6804,6805],{"class":1170},"format_search_results",[1050,6807,1130],{"class":1064},[1050,6809,6810],{"class":1170},"response",[1050,6812,1213],{"class":1064},[1050,6814,6816],{"class":1052,"line":6815},96,[1050,6817,1444],{"class":1060},[1050,6819,6821,6823,6826,6828,6830,6832,6835],{"class":1052,"line":6820},97,[1050,6822,1939],{"class":1122},[1050,6824,6825],{"class":1126}," format_search_results",[1050,6827,1130],{"class":1064},[1050,6829,5533],{"class":5532},[1050,6831,1099],{"class":1064},[1050,6833,6834],{"class":1133}," response",[1050,6836,1137],{"class":1064},[1050,6838,6840,6842,6845],{"class":1052,"line":6839},98,[1050,6841,1963],{"class":1143},[1050,6843,6844],{"class":1147},"Format Elasticsearch response",[1050,6846,1151],{"class":1143},[1050,6848,6850],{"class":1052,"line":6849},99,[1050,6851,1973],{"class":1060},[1050,6853,6855,6857,6859],{"class":1052,"line":6854},100,[1050,6856,4713],{"class":1060},[1050,6858,1189],{"class":1064},[1050,6860,6172],{"class":1064},[1050,6862,6864,6866,6869,6871,6873,6875,6877,6880,6882,6884,6886,6888,6890],{"class":1052,"line":6863},101,[1050,6865,2069],{"class":1056},[1050,6867,6868],{"class":1060}," hit ",[1050,6870,1456],{"class":1056},[1050,6872,6834],{"class":1060},[1050,6874,4822],{"class":1064},[1050,6876,1801],{"class":1800},[1050,6878,6879],{"class":1804},"hits",[1050,6881,1801],{"class":1800},[1050,6883,6420],{"class":1064},[1050,6885,1801],{"class":1800},[1050,6887,6879],{"class":1804},[1050,6889,1801],{"class":1800},[1050,6891,6892],{"class":1064},"]:\n",[1050,6894,6896,6899,6901],{"class":1052,"line":6895},102,[1050,6897,6898],{"class":1060},"            result ",[1050,6900,1189],{"class":1064},[1050,6902,2848],{"class":1064},[1050,6904,6906,6908,6910,6912,6914,6917,6919,6921,6924,6926,6928,6930,6932,6934],{"class":1052,"line":6905},103,[1050,6907,6001],{"class":1800},[1050,6909,5186],{"class":1804},[1050,6911,1801],{"class":1800},[1050,6913,2351],{"class":1064},[1050,6915,6916],{"class":1060}," hit",[1050,6918,4822],{"class":1064},[1050,6920,1801],{"class":1800},[1050,6922,6923],{"class":1804},"_source",[1050,6925,1801],{"class":1800},[1050,6927,6420],{"class":1064},[1050,6929,1801],{"class":1800},[1050,6931,5186],{"class":1804},[1050,6933,1801],{"class":1800},[1050,6935,6106],{"class":1064},[1050,6937,6939,6941,6943,6945,6947,6949,6951,6953,6955,6957,6959,6961,6963,6965],{"class":1052,"line":6938},104,[1050,6940,6001],{"class":1800},[1050,6942,2423],{"class":1804},[1050,6944,1801],{"class":1800},[1050,6946,2351],{"class":1064},[1050,6948,6916],{"class":1060},[1050,6950,4822],{"class":1064},[1050,6952,1801],{"class":1800},[1050,6954,6923],{"class":1804},[1050,6956,1801],{"class":1800},[1050,6958,6420],{"class":1064},[1050,6960,1801],{"class":1800},[1050,6962,2423],{"class":1804},[1050,6964,1801],{"class":1800},[1050,6966,6106],{"class":1064},[1050,6968,6970,6972,6974,6976,6978,6980,6982,6984,6986,6988,6990,6992,6994,6996,6999,7002,7005,7007,7009,7012,7014],{"class":1052,"line":6969},105,[1050,6971,6001],{"class":1800},[1050,6973,3220],{"class":1804},[1050,6975,1801],{"class":1800},[1050,6977,2351],{"class":1064},[1050,6979,6916],{"class":1060},[1050,6981,4822],{"class":1064},[1050,6983,1801],{"class":1800},[1050,6985,6923],{"class":1804},[1050,6987,1801],{"class":1800},[1050,6989,6420],{"class":1064},[1050,6991,1801],{"class":1800},[1050,6993,3220],{"class":1804},[1050,6995,1801],{"class":1800},[1050,6997,6998],{"class":1064},"][:",[1050,7000,7001],{"class":1721},"200",[1050,7003,7004],{"class":1064},"]",[1050,7006,3211],{"class":1197},[1050,7008,1812],{"class":1800},[1050,7010,7011],{"class":1804},"...",[1050,7013,1801],{"class":1800},[1050,7015,1769],{"class":1064},[1050,7017,7019,7021,7023,7025,7027,7029,7031,7033,7035,7037,7039,7041,7043,7045],{"class":1052,"line":7018},106,[1050,7020,6001],{"class":1800},[1050,7022,4845],{"class":1804},[1050,7024,1801],{"class":1800},[1050,7026,2351],{"class":1064},[1050,7028,6916],{"class":1060},[1050,7030,4822],{"class":1064},[1050,7032,1801],{"class":1800},[1050,7034,6923],{"class":1804},[1050,7036,1801],{"class":1800},[1050,7038,6420],{"class":1064},[1050,7040,1801],{"class":1800},[1050,7042,4845],{"class":1804},[1050,7044,1801],{"class":1800},[1050,7046,6106],{"class":1064},[1050,7048,7050,7052,7055,7057,7059,7061,7063,7065,7067,7069],{"class":1052,"line":7049},107,[1050,7051,6001],{"class":1800},[1050,7053,7054],{"class":1804},"score",[1050,7056,1801],{"class":1800},[1050,7058,2351],{"class":1064},[1050,7060,6916],{"class":1060},[1050,7062,4822],{"class":1064},[1050,7064,1801],{"class":1800},[1050,7066,6278],{"class":1804},[1050,7068,1801],{"class":1800},[1050,7070,6106],{"class":1064},[1050,7072,7074,7076,7079,7081,7083,7085,7087,7090,7092,7094,7096,7098,7100],{"class":1052,"line":7073},108,[1050,7075,6001],{"class":1800},[1050,7077,7078],{"class":1804},"highlights",[1050,7080,1801],{"class":1800},[1050,7082,2351],{"class":1064},[1050,7084,6916],{"class":1060},[1050,7086,1065],{"class":1064},[1050,7088,7089],{"class":1170},"get",[1050,7091,1130],{"class":1064},[1050,7093,1801],{"class":1800},[1050,7095,6189],{"class":1804},[1050,7097,1801],{"class":1800},[1050,7099,1099],{"class":1064},[1050,7101,7102],{"class":1064}," {})\n",[1050,7104,7106],{"class":1052,"line":7105},109,[1050,7107,7108],{"class":1064},"            }\n",[1050,7110,7112,7115,7117,7119,7121,7124],{"class":1052,"line":7111},110,[1050,7113,7114],{"class":1060},"            results",[1050,7116,1065],{"class":1064},[1050,7118,6440],{"class":1170},[1050,7120,1130],{"class":1064},[1050,7122,7123],{"class":1170},"result",[1050,7125,1213],{"class":1064},[1050,7127,7129],{"class":1052,"line":7128},111,[1050,7130,1973],{"class":1060},[1050,7132,7134,7136],{"class":1052,"line":7133},112,[1050,7135,2164],{"class":1056},[1050,7137,2848],{"class":1064},[1050,7139,7141,7143,7146,7148,7150,7152],{"class":1052,"line":7140},113,[1050,7142,2854],{"class":1800},[1050,7144,7145],{"class":1804},"results",[1050,7147,1801],{"class":1800},[1050,7149,2351],{"class":1064},[1050,7151,4805],{"class":1060},[1050,7153,1769],{"class":1064},[1050,7155,7157,7159,7162,7164,7166,7168,7170,7172,7174,7176,7178,7180,7182,7184,7186,7188,7191,7193],{"class":1052,"line":7156},114,[1050,7158,2854],{"class":1800},[1050,7160,7161],{"class":1804},"total",[1050,7163,1801],{"class":1800},[1050,7165,2351],{"class":1064},[1050,7167,6834],{"class":1060},[1050,7169,4822],{"class":1064},[1050,7171,1801],{"class":1800},[1050,7173,6879],{"class":1804},[1050,7175,1801],{"class":1800},[1050,7177,6420],{"class":1064},[1050,7179,1801],{"class":1800},[1050,7181,7161],{"class":1804},[1050,7183,1801],{"class":1800},[1050,7185,6420],{"class":1064},[1050,7187,1801],{"class":1800},[1050,7189,7190],{"class":1804},"value",[1050,7192,1801],{"class":1800},[1050,7194,6106],{"class":1064},[1050,7196,7198,7200,7203,7205,7207,7209,7211,7213,7215,7217,7219,7221,7223,7225],{"class":1052,"line":7197},115,[1050,7199,2854],{"class":1800},[1050,7201,7202],{"class":1804},"max_score",[1050,7204,1801],{"class":1800},[1050,7206,2351],{"class":1064},[1050,7208,6834],{"class":1060},[1050,7210,4822],{"class":1064},[1050,7212,1801],{"class":1800},[1050,7214,6879],{"class":1804},[1050,7216,1801],{"class":1800},[1050,7218,6420],{"class":1064},[1050,7220,1801],{"class":1800},[1050,7222,7202],{"class":1804},[1050,7224,1801],{"class":1800},[1050,7226,2531],{"class":1064},[1050,7228,7230],{"class":1052,"line":7229},116,[1050,7231,2919],{"class":1064},[1050,7233,7235],{"class":1052,"line":7234},117,[1050,7236,1444],{"class":1060},[1050,7238,7240,7242,7245,7247,7249,7251,7253],{"class":1052,"line":7239},118,[1050,7241,1939],{"class":1122},[1050,7243,7244],{"class":1126}," get_suggestions",[1050,7246,1130],{"class":1064},[1050,7248,5533],{"class":5532},[1050,7250,1099],{"class":1064},[1050,7252,1419],{"class":1133},[1050,7254,1137],{"class":1064},[1050,7256,7258,7260,7263],{"class":1052,"line":7257},119,[1050,7259,1963],{"class":1143},[1050,7261,7262],{"class":1147},"Get search suggestions",[1050,7264,1151],{"class":1143},[1050,7266,7268],{"class":1052,"line":7267},120,[1050,7269,1973],{"class":1060},[1050,7271,7273,7275,7277],{"class":1052,"line":7272},121,[1050,7274,5980],{"class":1060},[1050,7276,1189],{"class":1064},[1050,7278,2848],{"class":1064},[1050,7280,7282,7284,7287,7289,7291],{"class":1052,"line":7281},122,[1050,7283,2854],{"class":1800},[1050,7285,7286],{"class":1804},"suggest",[1050,7288,1801],{"class":1800},[1050,7290,2351],{"class":1064},[1050,7292,2848],{"class":1064},[1050,7294,7296,7298,7301,7303,7305],{"class":1052,"line":7295},123,[1050,7297,6001],{"class":1800},[1050,7299,7300],{"class":1804},"title_suggest",[1050,7302,1801],{"class":1800},[1050,7304,2351],{"class":1064},[1050,7306,2848],{"class":1064},[1050,7308,7310,7312,7315,7317,7319,7321],{"class":1052,"line":7309},124,[1050,7311,6015],{"class":1800},[1050,7313,7314],{"class":1804},"prefix",[1050,7316,1801],{"class":1800},[1050,7318,2351],{"class":1064},[1050,7320,1419],{"class":1060},[1050,7322,1769],{"class":1064},[1050,7324,7326,7328,7331,7333,7335],{"class":1052,"line":7325},125,[1050,7327,6015],{"class":1800},[1050,7329,7330],{"class":1804},"completion",[1050,7332,1801],{"class":1800},[1050,7334,2351],{"class":1064},[1050,7336,2848],{"class":1064},[1050,7338,7340,7342,7344,7346,7348,7350,7352,7354],{"class":1052,"line":7339},126,[1050,7341,6646],{"class":1800},[1050,7343,2348],{"class":1804},[1050,7345,1801],{"class":1800},[1050,7347,2351],{"class":1064},[1050,7349,1812],{"class":1800},[1050,7351,7300],{"class":1804},[1050,7353,1801],{"class":1800},[1050,7355,1769],{"class":1064},[1050,7357,7359,7361,7363,7365,7367],{"class":1052,"line":7358},127,[1050,7360,6646],{"class":1800},[1050,7362,6346],{"class":1804},[1050,7364,1801],{"class":1800},[1050,7366,2351],{"class":1064},[1050,7368,7369],{"class":1721}," 10\n",[1050,7371,7373],{"class":1052,"line":7372},128,[1050,7374,6727],{"class":1064},[1050,7376,7378],{"class":1052,"line":7377},129,[1050,7379,6177],{"class":1064},[1050,7381,7383],{"class":1052,"line":7382},130,[1050,7384,7108],{"class":1064},[1050,7386,7388],{"class":1052,"line":7387},131,[1050,7389,2919],{"class":1064},[1050,7391,7393],{"class":1052,"line":7392},132,[1050,7394,1973],{"class":1060},[1050,7396,7398,7400,7402,7404,7406,7408,7410,7412],{"class":1052,"line":7397},133,[1050,7399,6745],{"class":1060},[1050,7401,1189],{"class":1064},[1050,7403,6750],{"class":5540},[1050,7405,1065],{"class":1064},[1050,7407,5546],{"class":1164},[1050,7409,1065],{"class":1064},[1050,7411,1024],{"class":1170},[1050,7413,1174],{"class":1064},[1050,7415,7417,7419,7421,7423,7425,7427],{"class":1052,"line":7416},134,[1050,7418,5869],{"class":1185},[1050,7420,1189],{"class":1064},[1050,7422,5533],{"class":5540},[1050,7424,1065],{"class":1064},[1050,7426,5575],{"class":1164},[1050,7428,1769],{"class":1064},[1050,7430,7432,7434,7436],{"class":1052,"line":7431},135,[1050,7433,5900],{"class":1185},[1050,7435,1189],{"class":1064},[1050,7437,6783],{"class":1170},[1050,7439,7441],{"class":1052,"line":7440},136,[1050,7442,1514],{"class":1064},[1050,7444,7446],{"class":1052,"line":7445},137,[1050,7447,1973],{"class":1060},[1050,7449,7451,7454,7456],{"class":1052,"line":7450},138,[1050,7452,7453],{"class":1060},"        suggestions ",[1050,7455,1189],{"class":1064},[1050,7457,6172],{"class":1064},[1050,7459,7461,7463,7466,7468,7470,7472,7474,7476,7478,7480,7482,7484,7486,7488,7490,7492,7494,7497,7499],{"class":1052,"line":7460},139,[1050,7462,2069],{"class":1056},[1050,7464,7465],{"class":1060}," suggestion ",[1050,7467,1456],{"class":1056},[1050,7469,6834],{"class":1060},[1050,7471,4822],{"class":1064},[1050,7473,1801],{"class":1800},[1050,7475,7286],{"class":1804},[1050,7477,1801],{"class":1800},[1050,7479,6420],{"class":1064},[1050,7481,1801],{"class":1800},[1050,7483,7300],{"class":1804},[1050,7485,1801],{"class":1800},[1050,7487,6420],{"class":1064},[1050,7489,1766],{"class":1721},[1050,7491,6420],{"class":1064},[1050,7493,1801],{"class":1800},[1050,7495,7496],{"class":1804},"options",[1050,7498,1801],{"class":1800},[1050,7500,6892],{"class":1064},[1050,7502,7504,7507,7509,7511,7513,7516,7518,7520,7523,7525],{"class":1052,"line":7503},140,[1050,7505,7506],{"class":1060},"            suggestions",[1050,7508,1065],{"class":1064},[1050,7510,6440],{"class":1170},[1050,7512,1130],{"class":1064},[1050,7514,7515],{"class":1170},"suggestion",[1050,7517,4822],{"class":1064},[1050,7519,1801],{"class":1800},[1050,7521,7522],{"class":1804},"text",[1050,7524,1801],{"class":1800},[1050,7526,4831],{"class":1064},[1050,7528,7530],{"class":1052,"line":7529},141,[1050,7531,1973],{"class":1060},[1050,7533,7535,7537],{"class":1052,"line":7534},142,[1050,7536,2164],{"class":1056},[1050,7538,7539],{"class":1060}," suggestions\n",[1050,7541,7543],{"class":1052,"line":7542},143,[1050,7544,1109],{"emptyLinePlaceholder":1108},[1050,7546,7548],{"class":1052,"line":7547},144,[1050,7549,7550],{"class":1115},"# Django management command to index posts\n",[1050,7552,7554],{"class":1052,"line":7553},145,[1050,7555,1151],{"class":1143},[1050,7557,7559],{"class":1052,"line":7558},146,[1050,7560,7561],{"class":1147},"# management/commands/index_posts.py\n",[1050,7563,7565],{"class":1052,"line":7564},147,[1050,7566,7567],{"class":1147},"from django.core.management.base import BaseCommand\n",[1050,7569,7571],{"class":1052,"line":7570},148,[1050,7572,7573],{"class":1147},"from myapp.models import Post\n",[1050,7575,7577],{"class":1052,"line":7576},149,[1050,7578,7579],{"class":1147},"from myapp.search import ElasticsearchSearch\n",[1050,7581,7583],{"class":1052,"line":7582},150,[1050,7584,1109],{"emptyLinePlaceholder":1108},[1050,7586,7588],{"class":1052,"line":7587},151,[1050,7589,7590],{"class":1147},"class Command(BaseCommand):\n",[1050,7592,7594],{"class":1052,"line":7593},152,[1050,7595,7596],{"class":1147},"    help = 'Index all posts in Elasticsearch'\n",[1050,7598,7600],{"class":1052,"line":7599},153,[1050,7601,1444],{"class":1147},[1050,7603,7605],{"class":1052,"line":7604},154,[1050,7606,7607],{"class":1147},"    def handle(self, *args, **options):\n",[1050,7609,7611],{"class":1052,"line":7610},155,[1050,7612,7613],{"class":1147},"        es_search = ElasticsearchSearch()\n",[1050,7615,7617],{"class":1052,"line":7616},156,[1050,7618,1973],{"class":1147},[1050,7620,7622],{"class":1052,"line":7621},157,[1050,7623,7624],{"class":1147},"        posts = Post.objects.filter(status='published')\n",[1050,7626,7628],{"class":1052,"line":7627},158,[1050,7629,7630],{"class":1147},"        total = posts.count()\n",[1050,7632,7634],{"class":1052,"line":7633},159,[1050,7635,1973],{"class":1147},[1050,7637,7639],{"class":1052,"line":7638},160,[1050,7640,7641],{"class":1147},"        for i, post in enumerate(posts, 1):\n",[1050,7643,7645],{"class":1052,"line":7644},161,[1050,7646,7647],{"class":1147},"            es_search.index_post(post)\n",[1050,7649,7651],{"class":1052,"line":7650},162,[1050,7652,7653],{"class":1147},"            if i % 100 == 0:\n",[1050,7655,7657],{"class":1052,"line":7656},163,[1050,7658,7659],{"class":1147},"                self.stdout.write(f'Indexed {i}/{total} posts')\n",[1050,7661,7663],{"class":1052,"line":7662},164,[1050,7664,1973],{"class":1147},[1050,7666,7668],{"class":1052,"line":7667},165,[1050,7669,7670],{"class":1147},"        self.stdout.write(\n",[1050,7672,7674],{"class":1052,"line":7673},166,[1050,7675,7676],{"class":1147},"            self.style.SUCCESS(f'Successfully indexed {total} posts')\n",[1050,7678,7680],{"class":1052,"line":7679},167,[1050,7681,1514],{"class":1147},[1050,7683,7685],{"class":1052,"line":7684},168,[1050,7686,1151],{"class":1143},[1035,7688,7690],{"id":7689},"solr-integration","Solr Integration",[1040,7692,7694],{"className":1042,"code":7693,"language":1044,"meta":1045,"style":1045},"# Apache Solr integration\nimport pysolr\nfrom django.conf import settings\n\nclass SolrSearch:\n    \"\"\"Apache Solr search implementation\"\"\"\n    \n    def __init__(self):\n        self.solr = pysolr.Solr(settings.SOLR_URL, always_commit=True)\n    \n    def index_post(self, post):\n        \"\"\"Index a post in Solr\"\"\"\n        \n        doc = {\n            'id': f'post_{post.id}',\n            'title': post.title,\n            'content': post.content,\n            'author': post.author.get_full_name(),\n            'category': post.category.name if post.category else None,\n            'tags': [tag.name for tag in post.tags.all()],\n            'created_at': post.created_at.isoformat(),\n            'view_count': post.view_count,\n            'status': post.status\n        }\n        \n        self.solr.add([doc])\n    \n    def search_posts(self, query, filters=None, rows=20, start=0):\n        \"\"\"Search posts using Solr\"\"\"\n        \n        # Build search parameters\n        params = {\n            'q': query,\n            'rows': rows,\n            'start': start,\n            'hl': 'true',\n            'hl.fl': 'title,content',\n            'hl.simple.pre': '\u003Cmark>',\n            'hl.simple.post': '\u003C/mark>',\n            'sort': 'score desc, created_at desc'\n        }\n        \n        # Add filters\n        if filters:\n            fq = []\n            if 'category' in filters:\n                fq.append(f'category:\"{filters[\"category\"]}\"')\n            if 'author' in filters:\n                fq.append(f'author:\"{filters[\"author\"]}\"')\n            if 'status' in filters:\n                fq.append(f'status:\"{filters[\"status\"]}\"')\n            \n            if fq:\n                params['fq'] = fq\n        \n        # Execute search\n        results = self.solr.search(**params)\n        \n        return self.format_solr_results(results)\n    \n    def format_solr_results(self, results):\n        \"\"\"Format Solr search results\"\"\"\n        \n        formatted_results = []\n        for doc in results.docs:\n            result = {\n                'id': doc['id'].replace('post_', ''),\n                'title': doc['title'],\n                'content': doc['content'][:200] + '...',\n                'author': doc['author'],\n                'score': doc.get('score', 0)\n            }\n            formatted_results.append(result)\n        \n        return {\n            'results': formatted_results,\n            'total': results.hits,\n            'highlighting': results.highlighting\n        }\n",[1047,7695,7696,7701,7708,7722,7726,7735,7744,7748,7760,7799,7803,7819,7828,7832,7840,7870,7888,7906,7928,7962,7998,8021,8039,8055,8059,8063,8083,8087,8129,8138,8142,8147,8156,8171,8186,8200,8220,8240,8260,8280,8297,8301,8305,8309,8317,8326,8342,8380,8396,8431,8447,8482,8486,8495,8516,8520,8524,8549,8553,8570,8574,8591,8600,8604,8613,8631,8639,8681,8703,8739,8761,8792,8796,8811,8815,8821,8836,8854,8872],{"__ignoreMap":1045},[1050,7697,7698],{"class":1052,"line":1053},[1050,7699,7700],{"class":1115},"# Apache Solr integration\n",[1050,7702,7703,7705],{"class":1052,"line":1082},[1050,7704,1076],{"class":1056},[1050,7706,7707],{"class":1060}," pysolr\n",[1050,7709,7710,7712,7714,7716,7718,7720],{"class":1052,"line":1105},[1050,7711,1057],{"class":1056},[1050,7713,1061],{"class":1060},[1050,7715,1065],{"class":1064},[1050,7717,5488],{"class":1060},[1050,7719,1076],{"class":1056},[1050,7721,5493],{"class":1060},[1050,7723,7724],{"class":1052,"line":1112},[1050,7725,1109],{"emptyLinePlaceholder":1108},[1050,7727,7728,7730,7733],{"class":1052,"line":1119},[1050,7729,1906],{"class":1122},[1050,7731,7732],{"class":1909}," SolrSearch",[1050,7734,1462],{"class":1064},[1050,7736,7737,7739,7742],{"class":1052,"line":1140},[1050,7738,1144],{"class":1143},[1050,7740,7741],{"class":1147},"Apache Solr search implementation",[1050,7743,1151],{"class":1143},[1050,7745,7746],{"class":1052,"line":1154},[1050,7747,1444],{"class":1060},[1050,7749,7750,7752,7754,7756,7758],{"class":1052,"line":1177},[1050,7751,1939],{"class":1122},[1050,7753,5527],{"class":5526},[1050,7755,1130],{"class":1064},[1050,7757,5533],{"class":5532},[1050,7759,1137],{"class":1064},[1050,7761,7762,7764,7766,7769,7771,7774,7776,7779,7781,7783,7785,7788,7790,7793,7795,7797],{"class":1052,"line":1216},[1050,7763,5541],{"class":5540},[1050,7765,1065],{"class":1064},[1050,7767,7768],{"class":1164},"solr",[1050,7770,5549],{"class":1064},[1050,7772,7773],{"class":1060}," pysolr",[1050,7775,1065],{"class":1064},[1050,7777,7778],{"class":1170},"Solr",[1050,7780,1130],{"class":1064},[1050,7782,5558],{"class":1170},[1050,7784,1065],{"class":1064},[1050,7786,7787],{"class":5563},"SOLR_URL",[1050,7789,1099],{"class":1064},[1050,7791,7792],{"class":1185}," always_commit",[1050,7794,1189],{"class":1064},[1050,7796,2518],{"class":2187},[1050,7798,1213],{"class":1064},[1050,7800,7801],{"class":1052,"line":1228},[1050,7802,1444],{"class":1060},[1050,7804,7805,7807,7809,7811,7813,7815,7817],{"class":1052,"line":1233},[1050,7806,1939],{"class":1122},[1050,7808,5595],{"class":1126},[1050,7810,1130],{"class":1064},[1050,7812,5533],{"class":5532},[1050,7814,1099],{"class":1064},[1050,7816,5604],{"class":1133},[1050,7818,1137],{"class":1064},[1050,7820,7821,7823,7826],{"class":1052,"line":1239},[1050,7822,1963],{"class":1143},[1050,7824,7825],{"class":1147},"Index a post in Solr",[1050,7827,1151],{"class":1143},[1050,7829,7830],{"class":1052,"line":1253},[1050,7831,1973],{"class":1060},[1050,7833,7834,7836,7838],{"class":1052,"line":1263},[1050,7835,5624],{"class":1060},[1050,7837,1189],{"class":1064},[1050,7839,2848],{"class":1064},[1050,7841,7842,7844,7846,7848,7850,7853,7856,7858,7860,7862,7864,7866,7868],{"class":1052,"line":1280},[1050,7843,2854],{"class":1800},[1050,7845,5186],{"class":1804},[1050,7847,1801],{"class":1800},[1050,7849,2351],{"class":1064},[1050,7851,7852],{"class":1122}," f",[1050,7854,7855],{"class":1804},"'post_",[1050,7857,2345],{"class":2481},[1050,7859,5889],{"class":1060},[1050,7861,1065],{"class":1064},[1050,7863,5186],{"class":1164},[1050,7865,2486],{"class":2481},[1050,7867,1801],{"class":1804},[1050,7869,1769],{"class":1064},[1050,7871,7872,7874,7876,7878,7880,7882,7884,7886],{"class":1052,"line":1298},[1050,7873,2854],{"class":1800},[1050,7875,2423],{"class":1804},[1050,7877,1801],{"class":1800},[1050,7879,2351],{"class":1064},[1050,7881,5604],{"class":1060},[1050,7883,1065],{"class":1064},[1050,7885,2423],{"class":1164},[1050,7887,1769],{"class":1064},[1050,7889,7890,7892,7894,7896,7898,7900,7902,7904],{"class":1052,"line":1315},[1050,7891,2854],{"class":1800},[1050,7893,3220],{"class":1804},[1050,7895,1801],{"class":1800},[1050,7897,2351],{"class":1064},[1050,7899,5604],{"class":1060},[1050,7901,1065],{"class":1064},[1050,7903,3220],{"class":1164},[1050,7905,1769],{"class":1064},[1050,7907,7908,7910,7912,7914,7916,7918,7920,7922,7924,7926],{"class":1052,"line":1333},[1050,7909,2854],{"class":1800},[1050,7911,4845],{"class":1804},[1050,7913,1801],{"class":1800},[1050,7915,2351],{"class":1064},[1050,7917,5604],{"class":1060},[1050,7919,1065],{"class":1064},[1050,7921,4845],{"class":1164},[1050,7923,1065],{"class":1064},[1050,7925,5703],{"class":1170},[1050,7927,5706],{"class":1064},[1050,7929,7930,7932,7934,7936,7938,7940,7942,7944,7946,7948,7950,7952,7954,7956,7958,7960],{"class":1052,"line":1351},[1050,7931,2854],{"class":1800},[1050,7933,4786],{"class":1804},[1050,7935,1801],{"class":1800},[1050,7937,2351],{"class":1064},[1050,7939,5604],{"class":1060},[1050,7941,1065],{"class":1064},[1050,7943,4786],{"class":1164},[1050,7945,1065],{"class":1064},[1050,7947,2696],{"class":1164},[1050,7949,5729],{"class":1056},[1050,7951,5604],{"class":1060},[1050,7953,1065],{"class":1064},[1050,7955,4786],{"class":1164},[1050,7957,5738],{"class":1056},[1050,7959,5741],{"class":2187},[1050,7961,1769],{"class":1064},[1050,7963,7964,7966,7968,7970,7972,7974,7976,7978,7980,7982,7984,7986,7988,7990,7992,7994,7996],{"class":1052,"line":1367},[1050,7965,2854],{"class":1800},[1050,7967,2879],{"class":1804},[1050,7969,1801],{"class":1800},[1050,7971,2351],{"class":1064},[1050,7973,5756],{"class":1064},[1050,7975,5759],{"class":1060},[1050,7977,1065],{"class":1064},[1050,7979,2696],{"class":1164},[1050,7981,5766],{"class":1056},[1050,7983,5769],{"class":1060},[1050,7985,1456],{"class":1056},[1050,7987,5604],{"class":1060},[1050,7989,1065],{"class":1064},[1050,7991,2879],{"class":1164},[1050,7993,1065],{"class":1064},[1050,7995,5782],{"class":1170},[1050,7997,5785],{"class":1064},[1050,7999,8000,8002,8004,8006,8008,8010,8012,8014,8016,8019],{"class":1052,"line":1376},[1050,8001,2854],{"class":1800},[1050,8003,5792],{"class":1804},[1050,8005,1801],{"class":1800},[1050,8007,2351],{"class":1064},[1050,8009,5604],{"class":1060},[1050,8011,1065],{"class":1064},[1050,8013,5792],{"class":1164},[1050,8015,1065],{"class":1064},[1050,8017,8018],{"class":1170},"isoformat",[1050,8020,5706],{"class":1064},[1050,8022,8023,8025,8027,8029,8031,8033,8035,8037],{"class":1052,"line":1381},[1050,8024,2854],{"class":1800},[1050,8026,5811],{"class":1804},[1050,8028,1801],{"class":1800},[1050,8030,2351],{"class":1064},[1050,8032,5604],{"class":1060},[1050,8034,1065],{"class":1064},[1050,8036,5811],{"class":1164},[1050,8038,1769],{"class":1064},[1050,8040,8041,8043,8045,8047,8049,8051,8053],{"class":1052,"line":1387},[1050,8042,2854],{"class":1800},[1050,8044,5830],{"class":1804},[1050,8046,1801],{"class":1800},[1050,8048,2351],{"class":1064},[1050,8050,5604],{"class":1060},[1050,8052,1065],{"class":1064},[1050,8054,5841],{"class":1164},[1050,8056,8057],{"class":1052,"line":1401},[1050,8058,2919],{"class":1064},[1050,8060,8061],{"class":1052,"line":1411},[1050,8062,1973],{"class":1060},[1050,8064,8065,8067,8069,8071,8073,8076,8078,8081],{"class":1052,"line":1429},[1050,8066,5541],{"class":5540},[1050,8068,1065],{"class":1064},[1050,8070,7768],{"class":1164},[1050,8072,1065],{"class":1064},[1050,8074,8075],{"class":1170},"add",[1050,8077,5555],{"class":1064},[1050,8079,8080],{"class":1170},"doc",[1050,8082,4831],{"class":1064},[1050,8084,8085],{"class":1052,"line":1441},[1050,8086,1444],{"class":1060},[1050,8088,8089,8091,8093,8095,8097,8099,8101,8103,8105,8107,8109,8111,8114,8116,8118,8120,8123,8125,8127],{"class":1052,"line":1447},[1050,8090,1939],{"class":1122},[1050,8092,5920],{"class":1126},[1050,8094,1130],{"class":1064},[1050,8096,5533],{"class":5532},[1050,8098,1099],{"class":1064},[1050,8100,1419],{"class":1133},[1050,8102,1099],{"class":1064},[1050,8104,2309],{"class":1133},[1050,8106,1189],{"class":1197},[1050,8108,4688],{"class":2187},[1050,8110,1099],{"class":1064},[1050,8112,8113],{"class":1133}," rows",[1050,8115,1189],{"class":1197},[1050,8117,5946],{"class":1721},[1050,8119,1099],{"class":1064},[1050,8121,8122],{"class":1133}," start",[1050,8124,1189],{"class":1197},[1050,8126,1766],{"class":1721},[1050,8128,1137],{"class":1064},[1050,8130,8131,8133,8136],{"class":1052,"line":1465},[1050,8132,1963],{"class":1143},[1050,8134,8135],{"class":1147},"Search posts using Solr",[1050,8137,1151],{"class":1143},[1050,8139,8140],{"class":1052,"line":1477},[1050,8141,1973],{"class":1060},[1050,8143,8144],{"class":1052,"line":1496},[1050,8145,8146],{"class":1115},"        # Build search parameters\n",[1050,8148,8149,8152,8154],{"class":1052,"line":1511},[1050,8150,8151],{"class":1060},"        params ",[1050,8153,1189],{"class":1064},[1050,8155,2848],{"class":1064},[1050,8157,8158,8160,8163,8165,8167,8169],{"class":1052,"line":1517},[1050,8159,2854],{"class":1800},[1050,8161,8162],{"class":1804},"q",[1050,8164,1801],{"class":1800},[1050,8166,2351],{"class":1064},[1050,8168,1419],{"class":1060},[1050,8170,1769],{"class":1064},[1050,8172,8173,8175,8178,8180,8182,8184],{"class":1052,"line":1522},[1050,8174,2854],{"class":1800},[1050,8176,8177],{"class":1804},"rows",[1050,8179,1801],{"class":1800},[1050,8181,2351],{"class":1064},[1050,8183,8113],{"class":1060},[1050,8185,1769],{"class":1064},[1050,8187,8188,8190,8192,8194,8196,8198],{"class":1052,"line":1549},[1050,8189,2854],{"class":1800},[1050,8191,6682],{"class":1804},[1050,8193,1801],{"class":1800},[1050,8195,2351],{"class":1064},[1050,8197,8122],{"class":1060},[1050,8199,1769],{"class":1064},[1050,8201,8202,8204,8207,8209,8211,8213,8216,8218],{"class":1052,"line":1554},[1050,8203,2854],{"class":1800},[1050,8205,8206],{"class":1804},"hl",[1050,8208,1801],{"class":1800},[1050,8210,2351],{"class":1064},[1050,8212,1812],{"class":1800},[1050,8214,8215],{"class":1804},"true",[1050,8217,1801],{"class":1800},[1050,8219,1769],{"class":1064},[1050,8221,8222,8224,8227,8229,8231,8233,8236,8238],{"class":1052,"line":1560},[1050,8223,2854],{"class":1800},[1050,8225,8226],{"class":1804},"hl.fl",[1050,8228,1801],{"class":1800},[1050,8230,2351],{"class":1064},[1050,8232,1812],{"class":1800},[1050,8234,8235],{"class":1804},"title,content",[1050,8237,1801],{"class":1800},[1050,8239,1769],{"class":1064},[1050,8241,8242,8244,8247,8249,8251,8253,8256,8258],{"class":1052,"line":1574},[1050,8243,2854],{"class":1800},[1050,8245,8246],{"class":1804},"hl.simple.pre",[1050,8248,1801],{"class":1800},[1050,8250,2351],{"class":1064},[1050,8252,1812],{"class":1800},[1050,8254,8255],{"class":1804},"\u003Cmark>",[1050,8257,1801],{"class":1800},[1050,8259,1769],{"class":1064},[1050,8261,8262,8264,8267,8269,8271,8273,8276,8278],{"class":1052,"line":1584},[1050,8263,2854],{"class":1800},[1050,8265,8266],{"class":1804},"hl.simple.post",[1050,8268,1801],{"class":1800},[1050,8270,2351],{"class":1064},[1050,8272,1812],{"class":1800},[1050,8274,8275],{"class":1804},"\u003C/mark>",[1050,8277,1801],{"class":1800},[1050,8279,1769],{"class":1064},[1050,8281,8282,8284,8286,8288,8290,8292,8295],{"class":1052,"line":1620},[1050,8283,2854],{"class":1800},[1050,8285,6262],{"class":1804},[1050,8287,1801],{"class":1800},[1050,8289,2351],{"class":1064},[1050,8291,1812],{"class":1800},[1050,8293,8294],{"class":1804},"score desc, created_at desc",[1050,8296,3018],{"class":1800},[1050,8298,8299],{"class":1052,"line":1625},[1050,8300,2919],{"class":1064},[1050,8302,8303],{"class":1052,"line":1642},[1050,8304,1973],{"class":1060},[1050,8306,8307],{"class":1052,"line":1671},[1050,8308,6380],{"class":1115},[1050,8310,8311,8313,8315],{"class":1052,"line":1681},[1050,8312,4773],{"class":1056},[1050,8314,2309],{"class":1060},[1050,8316,1462],{"class":1064},[1050,8318,8319,8322,8324],{"class":1052,"line":1694},[1050,8320,8321],{"class":1060},"            fq ",[1050,8323,1189],{"class":1064},[1050,8325,6172],{"class":1064},[1050,8327,8328,8330,8332,8334,8336,8338,8340],{"class":1052,"line":1700},[1050,8329,2322],{"class":1056},[1050,8331,1812],{"class":1800},[1050,8333,4786],{"class":1804},[1050,8335,1801],{"class":1800},[1050,8337,4791],{"class":1197},[1050,8339,2309],{"class":1060},[1050,8341,1462],{"class":1064},[1050,8343,8344,8347,8349,8351,8353,8355,8358,8360,8362,8364,8367,8369,8371,8373,8375,8378],{"class":1052,"line":1728},[1050,8345,8346],{"class":1060},"                fq",[1050,8348,1065],{"class":1064},[1050,8350,6440],{"class":1170},[1050,8352,1130],{"class":1064},[1050,8354,2476],{"class":1122},[1050,8356,8357],{"class":1804},"'category:\"",[1050,8359,2345],{"class":2481},[1050,8361,2219],{"class":1170},[1050,8363,4822],{"class":1064},[1050,8365,8366],{"class":1800},"\"",[1050,8368,4786],{"class":1804},[1050,8370,8366],{"class":1800},[1050,8372,7004],{"class":1064},[1050,8374,2486],{"class":2481},[1050,8376,8377],{"class":1804},"\"'",[1050,8379,1213],{"class":1064},[1050,8381,8382,8384,8386,8388,8390,8392,8394],{"class":1052,"line":1734},[1050,8383,2322],{"class":1056},[1050,8385,1812],{"class":1800},[1050,8387,4845],{"class":1804},[1050,8389,1801],{"class":1800},[1050,8391,4791],{"class":1197},[1050,8393,2309],{"class":1060},[1050,8395,1462],{"class":1064},[1050,8397,8398,8400,8402,8404,8406,8408,8411,8413,8415,8417,8419,8421,8423,8425,8427,8429],{"class":1052,"line":1758},[1050,8399,8346],{"class":1060},[1050,8401,1065],{"class":1064},[1050,8403,6440],{"class":1170},[1050,8405,1130],{"class":1064},[1050,8407,2476],{"class":1122},[1050,8409,8410],{"class":1804},"'author:\"",[1050,8412,2345],{"class":2481},[1050,8414,2219],{"class":1170},[1050,8416,4822],{"class":1064},[1050,8418,8366],{"class":1800},[1050,8420,4845],{"class":1804},[1050,8422,8366],{"class":1800},[1050,8424,7004],{"class":1064},[1050,8426,2486],{"class":2481},[1050,8428,8377],{"class":1804},[1050,8430,1213],{"class":1064},[1050,8432,8433,8435,8437,8439,8441,8443,8445],{"class":1052,"line":1772},[1050,8434,2322],{"class":1056},[1050,8436,1812],{"class":1800},[1050,8438,5830],{"class":1804},[1050,8440,1801],{"class":1800},[1050,8442,4791],{"class":1197},[1050,8444,2309],{"class":1060},[1050,8446,1462],{"class":1064},[1050,8448,8449,8451,8453,8455,8457,8459,8462,8464,8466,8468,8470,8472,8474,8476,8478,8480],{"class":1052,"line":1785},[1050,8450,8346],{"class":1060},[1050,8452,1065],{"class":1064},[1050,8454,6440],{"class":1170},[1050,8456,1130],{"class":1064},[1050,8458,2476],{"class":1122},[1050,8460,8461],{"class":1804},"'status:\"",[1050,8463,2345],{"class":2481},[1050,8465,2219],{"class":1170},[1050,8467,4822],{"class":1064},[1050,8469,8366],{"class":1800},[1050,8471,5830],{"class":1804},[1050,8473,8366],{"class":1800},[1050,8475,7004],{"class":1064},[1050,8477,2486],{"class":2481},[1050,8479,8377],{"class":1804},[1050,8481,1213],{"class":1064},[1050,8483,8484],{"class":1052,"line":1790},[1050,8485,4836],{"class":1060},[1050,8487,8488,8490,8493],{"class":1052,"line":2534},[1050,8489,2322],{"class":1056},[1050,8491,8492],{"class":1060}," fq",[1050,8494,1462],{"class":1064},[1050,8496,8497,8500,8502,8504,8507,8509,8511,8513],{"class":1052,"line":2539},[1050,8498,8499],{"class":1060},"                params",[1050,8501,4822],{"class":1064},[1050,8503,1801],{"class":1800},[1050,8505,8506],{"class":1804},"fq",[1050,8508,1801],{"class":1800},[1050,8510,7004],{"class":1064},[1050,8512,5549],{"class":1064},[1050,8514,8515],{"class":1060}," fq\n",[1050,8517,8518],{"class":1052,"line":2546},[1050,8519,1973],{"class":1060},[1050,8521,8522],{"class":1052,"line":2560},[1050,8523,6740],{"class":1115},[1050,8525,8526,8528,8530,8532,8534,8536,8538,8540,8542,8544,8547],{"class":1052,"line":2570},[1050,8527,4713],{"class":1060},[1050,8529,1189],{"class":1064},[1050,8531,6750],{"class":5540},[1050,8533,1065],{"class":1064},[1050,8535,7768],{"class":1164},[1050,8537,1065],{"class":1064},[1050,8539,1024],{"class":1170},[1050,8541,1130],{"class":1064},[1050,8543,2342],{"class":1197},[1050,8545,8546],{"class":1170},"params",[1050,8548,1213],{"class":1064},[1050,8550,8551],{"class":1052,"line":2575},[1050,8552,1973],{"class":1060},[1050,8554,8555,8557,8559,8561,8564,8566,8568],{"class":1052,"line":2581},[1050,8556,2164],{"class":1056},[1050,8558,6750],{"class":5540},[1050,8560,1065],{"class":1064},[1050,8562,8563],{"class":1170},"format_solr_results",[1050,8565,1130],{"class":1064},[1050,8567,7145],{"class":1170},[1050,8569,1213],{"class":1064},[1050,8571,8572],{"class":1052,"line":2601},[1050,8573,1444],{"class":1060},[1050,8575,8576,8578,8581,8583,8585,8587,8589],{"class":1052,"line":2612},[1050,8577,1939],{"class":1122},[1050,8579,8580],{"class":1126}," format_solr_results",[1050,8582,1130],{"class":1064},[1050,8584,5533],{"class":5532},[1050,8586,1099],{"class":1064},[1050,8588,4805],{"class":1133},[1050,8590,1137],{"class":1064},[1050,8592,8593,8595,8598],{"class":1052,"line":2643},[1050,8594,1963],{"class":1143},[1050,8596,8597],{"class":1147},"Format Solr search results",[1050,8599,1151],{"class":1143},[1050,8601,8602],{"class":1052,"line":2648},[1050,8603,1973],{"class":1060},[1050,8605,8606,8609,8611],{"class":1052,"line":2654},[1050,8607,8608],{"class":1060},"        formatted_results ",[1050,8610,1189],{"class":1064},[1050,8612,6172],{"class":1064},[1050,8614,8615,8617,8620,8622,8624,8626,8629],{"class":1052,"line":2675},[1050,8616,2069],{"class":1056},[1050,8618,8619],{"class":1060}," doc ",[1050,8621,1456],{"class":1056},[1050,8623,4805],{"class":1060},[1050,8625,1065],{"class":1064},[1050,8627,8628],{"class":1164},"docs",[1050,8630,1462],{"class":1064},[1050,8632,8633,8635,8637],{"class":1052,"line":2685},[1050,8634,6898],{"class":1060},[1050,8636,1189],{"class":1064},[1050,8638,2848],{"class":1064},[1050,8640,8641,8643,8645,8647,8649,8652,8654,8656,8658,8660,8662,8665,8667,8669,8672,8674,8676,8679],{"class":1052,"line":2715},[1050,8642,6001],{"class":1800},[1050,8644,5186],{"class":1804},[1050,8646,1801],{"class":1800},[1050,8648,2351],{"class":1064},[1050,8650,8651],{"class":1060}," doc",[1050,8653,4822],{"class":1064},[1050,8655,1801],{"class":1800},[1050,8657,5186],{"class":1804},[1050,8659,1801],{"class":1800},[1050,8661,6437],{"class":1064},[1050,8663,8664],{"class":1170},"replace",[1050,8666,1130],{"class":1064},[1050,8668,1801],{"class":1800},[1050,8670,8671],{"class":1804},"post_",[1050,8673,1801],{"class":1800},[1050,8675,1099],{"class":1064},[1050,8677,8678],{"class":1800}," ''",[1050,8680,1725],{"class":1064},[1050,8682,8683,8685,8687,8689,8691,8693,8695,8697,8699,8701],{"class":1052,"line":2720},[1050,8684,6001],{"class":1800},[1050,8686,2423],{"class":1804},[1050,8688,1801],{"class":1800},[1050,8690,2351],{"class":1064},[1050,8692,8651],{"class":1060},[1050,8694,4822],{"class":1064},[1050,8696,1801],{"class":1800},[1050,8698,2423],{"class":1804},[1050,8700,1801],{"class":1800},[1050,8702,6106],{"class":1064},[1050,8704,8705,8707,8709,8711,8713,8715,8717,8719,8721,8723,8725,8727,8729,8731,8733,8735,8737],{"class":1052,"line":2726},[1050,8706,6001],{"class":1800},[1050,8708,3220],{"class":1804},[1050,8710,1801],{"class":1800},[1050,8712,2351],{"class":1064},[1050,8714,8651],{"class":1060},[1050,8716,4822],{"class":1064},[1050,8718,1801],{"class":1800},[1050,8720,3220],{"class":1804},[1050,8722,1801],{"class":1800},[1050,8724,6998],{"class":1064},[1050,8726,7001],{"class":1721},[1050,8728,7004],{"class":1064},[1050,8730,3211],{"class":1197},[1050,8732,1812],{"class":1800},[1050,8734,7011],{"class":1804},[1050,8736,1801],{"class":1800},[1050,8738,1769],{"class":1064},[1050,8740,8741,8743,8745,8747,8749,8751,8753,8755,8757,8759],{"class":1052,"line":2747},[1050,8742,6001],{"class":1800},[1050,8744,4845],{"class":1804},[1050,8746,1801],{"class":1800},[1050,8748,2351],{"class":1064},[1050,8750,8651],{"class":1060},[1050,8752,4822],{"class":1064},[1050,8754,1801],{"class":1800},[1050,8756,4845],{"class":1804},[1050,8758,1801],{"class":1800},[1050,8760,6106],{"class":1064},[1050,8762,8763,8765,8767,8769,8771,8773,8775,8777,8779,8781,8783,8785,8787,8790],{"class":1052,"line":2789},[1050,8764,6001],{"class":1800},[1050,8766,7054],{"class":1804},[1050,8768,1801],{"class":1800},[1050,8770,2351],{"class":1064},[1050,8772,8651],{"class":1060},[1050,8774,1065],{"class":1064},[1050,8776,7089],{"class":1170},[1050,8778,1130],{"class":1064},[1050,8780,1801],{"class":1800},[1050,8782,7054],{"class":1804},[1050,8784,1801],{"class":1800},[1050,8786,1099],{"class":1064},[1050,8788,8789],{"class":1721}," 0",[1050,8791,1213],{"class":1064},[1050,8793,8794],{"class":1052,"line":2798},[1050,8795,7108],{"class":1064},[1050,8797,8798,8801,8803,8805,8807,8809],{"class":1052,"line":2808},[1050,8799,8800],{"class":1060},"            formatted_results",[1050,8802,1065],{"class":1064},[1050,8804,6440],{"class":1170},[1050,8806,1130],{"class":1064},[1050,8808,7123],{"class":1170},[1050,8810,1213],{"class":1064},[1050,8812,8813],{"class":1052,"line":2838},[1050,8814,1973],{"class":1060},[1050,8816,8817,8819],{"class":1052,"line":2843},[1050,8818,2164],{"class":1056},[1050,8820,2848],{"class":1064},[1050,8822,8823,8825,8827,8829,8831,8834],{"class":1052,"line":2851},[1050,8824,2854],{"class":1800},[1050,8826,7145],{"class":1804},[1050,8828,1801],{"class":1800},[1050,8830,2351],{"class":1064},[1050,8832,8833],{"class":1060}," formatted_results",[1050,8835,1769],{"class":1064},[1050,8837,8838,8840,8842,8844,8846,8848,8850,8852],{"class":1052,"line":2874},[1050,8839,2854],{"class":1800},[1050,8841,7161],{"class":1804},[1050,8843,1801],{"class":1800},[1050,8845,2351],{"class":1064},[1050,8847,4805],{"class":1060},[1050,8849,1065],{"class":1064},[1050,8851,6879],{"class":1164},[1050,8853,1769],{"class":1064},[1050,8855,8856,8858,8861,8863,8865,8867,8869],{"class":1052,"line":2895},[1050,8857,2854],{"class":1800},[1050,8859,8860],{"class":1804},"highlighting",[1050,8862,1801],{"class":1800},[1050,8864,2351],{"class":1064},[1050,8866,4805],{"class":1060},[1050,8868,1065],{"class":1064},[1050,8870,8871],{"class":1164},"highlighting\n",[1050,8873,8874],{"class":1052,"line":2916},[1050,8875,2919],{"class":1064},[1030,8877,8879],{"id":8878},"search-performance-optimization","Search Performance Optimization",[1035,8881,320],{"id":8882},"database-optimization",[1040,8884,8886],{"className":1042,"code":8885,"language":1044,"meta":1045,"style":1045},"# Search performance optimization techniques\nclass OptimizedSearch:\n    \"\"\"Performance-optimized search implementation\"\"\"\n    \n    @staticmethod\n    def create_search_indexes():\n        \"\"\"Create database indexes for search performance\"\"\"\n        \n        # PostgreSQL GIN indexes for full-text search\n        \"\"\"\n        CREATE INDEX CONCURRENTLY post_title_gin_idx \n        ON blog_post USING GIN (to_tsvector('english', title));\n        \n        CREATE INDEX CONCURRENTLY post_content_gin_idx \n        ON blog_post USING GIN (to_tsvector('english', content));\n        \n        CREATE INDEX CONCURRENTLY post_search_gin_idx \n        ON blog_post USING GIN (to_tsvector('english', title || ' ' || content));\n        \"\"\"\n        \n        # Regular indexes for filtering\n        \"\"\"\n        CREATE INDEX CONCURRENTLY post_status_created_idx \n        ON blog_post (status, created_at DESC);\n        \n        CREATE INDEX CONCURRENTLY post_author_status_idx \n        ON blog_post (author_id, status);\n        \"\"\"\n    \n    @staticmethod\n    def cached_search(query, cache_timeout=300):\n        \"\"\"Cache search results\"\"\"\n        from django.core.cache import cache\n        import hashlib\n        \n        # Create cache key\n        cache_key = f\"search_{hashlib.md5(query.encode()).hexdigest()}\"\n        \n        # Try to get from cache\n        results = cache.get(cache_key)\n        if results is None:\n            # Perform search\n            results = Post.objects.filter(\n                Q(title__icontains=query) | Q(content__icontains=query)\n            ).select_related('author', 'category').prefetch_related('tags')\n            \n            # Cache results\n            cache.set(cache_key, results, cache_timeout)\n        \n        return results\n    \n    @staticmethod\n    def paginated_search(query, page=1, per_page=20):\n        \"\"\"Efficient paginated search\"\"\"\n        from django.core.paginator import Paginator\n        \n        # Base query with optimizations\n        queryset = Post.objects.filter(\n            Q(title__icontains=query) | Q(content__icontains=query)\n        ).select_related('author', 'category').only(\n            'id', 'title', 'slug', 'excerpt', 'created_at',\n            'author__username', 'category__name'\n        )\n        \n        # Paginate\n        paginator = Paginator(queryset, per_page)\n        page_obj = paginator.get_page(page)\n        \n        return {\n            'results': page_obj.object_list,\n            'page': page_obj,\n            'total_results': paginator.count\n        }\n    \n    @staticmethod\n    def search_with_aggregations(query):\n        \"\"\"Search with result aggregations\"\"\"\n        from django.db.models import Count\n        \n        base_query = Post.objects.filter(\n            Q(title__icontains=query) | Q(content__icontains=query)\n        )\n        \n        # Get results\n        results = base_query.select_related('author', 'category')\n        \n        # Get aggregations\n        category_counts = base_query.values('category__name').annotate(\n            count=Count('id')\n        ).order_by('-count')\n        \n        author_counts = base_query.values('author__username').annotate(\n            count=Count('id')\n        ).order_by('-count')\n        \n        return {\n            'results': results,\n            'category_facets': list(category_counts),\n            'author_facets': list(author_counts),\n            'total_count': base_query.count()\n        }\n\n# Search analytics\nclass SearchAnalytics:\n    \"\"\"Track and analyze search behavior\"\"\"\n    \n    @staticmethod\n    def log_search(query, user=None, results_count=0):\n        \"\"\"Log search queries for analytics\"\"\"\n        \n        SearchLog.objects.create(\n            query=query,\n            user=user,\n            results_count=results_count,\n            timestamp=timezone.now()\n        )\n    \n    @staticmethod\n    def get_popular_searches(days=30, limit=10):\n        \"\"\"Get most popular search queries\"\"\"\n        \n        cutoff_date = timezone.now() - timedelta(days=days)\n        \n        return SearchLog.objects.filter(\n            timestamp__gte=cutoff_date\n        ).values('query').annotate(\n            search_count=Count('id')\n        ).order_by('-search_count')[:limit]\n    \n    @staticmethod\n    def get_zero_result_searches(days=7):\n        \"\"\"Get searches that returned no results\"\"\"\n        \n        cutoff_date = timezone.now() - timedelta(days=days)\n        \n        return SearchLog.objects.filter(\n            timestamp__gte=cutoff_date,\n            results_count=0\n        ).values('query').annotate(\n            count=Count('id')\n        ).order_by('-count')\n\n# Search log model\nclass SearchLog(models.Model):\n    query = models.CharField(max_length=255)\n    user = models.ForeignKey(User, on_delete=models.SET_NULL, null=True, blank=True)\n    results_count = models.PositiveIntegerField(default=0)\n    timestamp = models.DateTimeField(auto_now_add=True)\n    \n    class Meta:\n        indexes = [\n            models.Index(fields=['timestamp', 'query']),\n            models.Index(fields=['results_count', 'timestamp']),\n        ]\n",[1047,8887,8888,8893,8902,8911,8915,8921,8930,8939,8943,8948,8953,8958,8963,8967,8972,8977,8981,8986,8991,8995,8999,9004,9008,9013,9018,9022,9027,9032,9036,9040,9046,9069,9078,9099,9107,9111,9116,9161,9165,9170,9190,9204,9209,9228,9256,9295,9299,9304,9328,9332,9339,9343,9349,9380,9389,9409,9413,9418,9437,9465,9494,9538,9555,9559,9563,9568,9589,9611,9615,9621,9641,9655,9672,9676,9680,9686,9699,9708,9727,9731,9750,9778,9782,9786,9791,9822,9826,9831,9858,9877,9893,9897,9924,9942,9958,9962,9968,9982,10002,10022,10041,10045,10049,10054,10063,10072,10076,10082,10113,10122,10126,10142,10153,10165,10177,10194,10198,10202,10208,10235,10244,10248,10280,10284,10301,10311,10331,10350,10371,10375,10381,10399,10408,10412,10440,10444,10460,10471,10480,10500,10518,10534,10538,10543,10561,10588,10641,10666,10691,10695,10705,10714,10749,10779],{"__ignoreMap":1045},[1050,8889,8890],{"class":1052,"line":1053},[1050,8891,8892],{"class":1115},"# Search performance optimization techniques\n",[1050,8894,8895,8897,8900],{"class":1052,"line":1082},[1050,8896,1906],{"class":1122},[1050,8898,8899],{"class":1909}," OptimizedSearch",[1050,8901,1462],{"class":1064},[1050,8903,8904,8906,8909],{"class":1052,"line":1105},[1050,8905,1144],{"class":1143},[1050,8907,8908],{"class":1147},"Performance-optimized search implementation",[1050,8910,1151],{"class":1143},[1050,8912,8913],{"class":1052,"line":1112},[1050,8914,1444],{"class":1060},[1050,8916,8917,8919],{"class":1052,"line":1119},[1050,8918,1930],{"class":1064},[1050,8920,1934],{"class":1933},[1050,8922,8923,8925,8928],{"class":1052,"line":1140},[1050,8924,1939],{"class":1122},[1050,8926,8927],{"class":1126}," create_search_indexes",[1050,8929,2317],{"class":1064},[1050,8931,8932,8934,8937],{"class":1052,"line":1154},[1050,8933,1963],{"class":1143},[1050,8935,8936],{"class":1147},"Create database indexes for search performance",[1050,8938,1151],{"class":1143},[1050,8940,8941],{"class":1052,"line":1177},[1050,8942,1973],{"class":1060},[1050,8944,8945],{"class":1052,"line":1216},[1050,8946,8947],{"class":1115},"        # PostgreSQL GIN indexes for full-text search\n",[1050,8949,8950],{"class":1052,"line":1228},[1050,8951,8952],{"class":1143},"        \"\"\"\n",[1050,8954,8955],{"class":1052,"line":1233},[1050,8956,8957],{"class":1147},"        CREATE INDEX CONCURRENTLY post_title_gin_idx \n",[1050,8959,8960],{"class":1052,"line":1239},[1050,8961,8962],{"class":1147},"        ON blog_post USING GIN (to_tsvector('english', title));\n",[1050,8964,8965],{"class":1052,"line":1253},[1050,8966,1973],{"class":1147},[1050,8968,8969],{"class":1052,"line":1263},[1050,8970,8971],{"class":1147},"        CREATE INDEX CONCURRENTLY post_content_gin_idx \n",[1050,8973,8974],{"class":1052,"line":1280},[1050,8975,8976],{"class":1147},"        ON blog_post USING GIN (to_tsvector('english', content));\n",[1050,8978,8979],{"class":1052,"line":1298},[1050,8980,1973],{"class":1147},[1050,8982,8983],{"class":1052,"line":1315},[1050,8984,8985],{"class":1147},"        CREATE INDEX CONCURRENTLY post_search_gin_idx \n",[1050,8987,8988],{"class":1052,"line":1333},[1050,8989,8990],{"class":1147},"        ON blog_post USING GIN (to_tsvector('english', title || ' ' || content));\n",[1050,8992,8993],{"class":1052,"line":1351},[1050,8994,8952],{"class":1143},[1050,8996,8997],{"class":1052,"line":1367},[1050,8998,1973],{"class":1060},[1050,9000,9001],{"class":1052,"line":1376},[1050,9002,9003],{"class":1115},"        # Regular indexes for filtering\n",[1050,9005,9006],{"class":1052,"line":1381},[1050,9007,8952],{"class":1143},[1050,9009,9010],{"class":1052,"line":1387},[1050,9011,9012],{"class":1147},"        CREATE INDEX CONCURRENTLY post_status_created_idx \n",[1050,9014,9015],{"class":1052,"line":1401},[1050,9016,9017],{"class":1147},"        ON blog_post (status, created_at DESC);\n",[1050,9019,9020],{"class":1052,"line":1411},[1050,9021,1973],{"class":1147},[1050,9023,9024],{"class":1052,"line":1429},[1050,9025,9026],{"class":1147},"        CREATE INDEX CONCURRENTLY post_author_status_idx \n",[1050,9028,9029],{"class":1052,"line":1441},[1050,9030,9031],{"class":1147},"        ON blog_post (author_id, status);\n",[1050,9033,9034],{"class":1052,"line":1447},[1050,9035,8952],{"class":1143},[1050,9037,9038],{"class":1052,"line":1465},[1050,9039,1444],{"class":1060},[1050,9041,9042,9044],{"class":1052,"line":1477},[1050,9043,1930],{"class":1064},[1050,9045,1934],{"class":1933},[1050,9047,9048,9050,9053,9055,9057,9059,9062,9064,9067],{"class":1052,"line":1496},[1050,9049,1939],{"class":1122},[1050,9051,9052],{"class":1126}," cached_search",[1050,9054,1130],{"class":1064},[1050,9056,1134],{"class":1133},[1050,9058,1099],{"class":1064},[1050,9060,9061],{"class":1133}," cache_timeout",[1050,9063,1189],{"class":1197},[1050,9065,9066],{"class":1721},"300",[1050,9068,1137],{"class":1064},[1050,9070,9071,9073,9076],{"class":1052,"line":1511},[1050,9072,1963],{"class":1143},[1050,9074,9075],{"class":1147},"Cache search results",[1050,9077,1151],{"class":1143},[1050,9079,9080,9082,9084,9086,9089,9091,9094,9096],{"class":1052,"line":1517},[1050,9081,4335],{"class":1056},[1050,9083,1061],{"class":1060},[1050,9085,1065],{"class":1064},[1050,9087,9088],{"class":1060},"core",[1050,9090,1065],{"class":1064},[1050,9092,9093],{"class":1060},"cache ",[1050,9095,1076],{"class":1056},[1050,9097,9098],{"class":1060}," cache\n",[1050,9100,9101,9104],{"class":1052,"line":1522},[1050,9102,9103],{"class":1056},"        import",[1050,9105,9106],{"class":1060}," hashlib\n",[1050,9108,9109],{"class":1052,"line":1549},[1050,9110,1973],{"class":1060},[1050,9112,9113],{"class":1052,"line":1554},[1050,9114,9115],{"class":1115},"        # Create cache key\n",[1050,9117,9118,9121,9123,9125,9128,9130,9133,9135,9138,9140,9142,9144,9147,9150,9153,9156,9158],{"class":1052,"line":1560},[1050,9119,9120],{"class":1060},"        cache_key ",[1050,9122,1189],{"class":1064},[1050,9124,7852],{"class":1122},[1050,9126,9127],{"class":1804},"\"search_",[1050,9129,2345],{"class":2481},[1050,9131,9132],{"class":1060},"hashlib",[1050,9134,1065],{"class":1064},[1050,9136,9137],{"class":1170},"md5",[1050,9139,1130],{"class":1064},[1050,9141,1134],{"class":1170},[1050,9143,1065],{"class":1064},[1050,9145,9146],{"class":1170},"encode",[1050,9148,9149],{"class":1064},"()).",[1050,9151,9152],{"class":1170},"hexdigest",[1050,9154,9155],{"class":1064},"()",[1050,9157,2486],{"class":2481},[1050,9159,9160],{"class":1804},"\"\n",[1050,9162,9163],{"class":1052,"line":1574},[1050,9164,1973],{"class":1060},[1050,9166,9167],{"class":1052,"line":1584},[1050,9168,9169],{"class":1115},"        # Try to get from cache\n",[1050,9171,9172,9174,9176,9179,9181,9183,9185,9188],{"class":1052,"line":1620},[1050,9173,4713],{"class":1060},[1050,9175,1189],{"class":1064},[1050,9177,9178],{"class":1060}," cache",[1050,9180,1065],{"class":1064},[1050,9182,7089],{"class":1170},[1050,9184,1130],{"class":1064},[1050,9186,9187],{"class":1170},"cache_key",[1050,9189,1213],{"class":1064},[1050,9191,9192,9194,9197,9200,9202],{"class":1052,"line":1625},[1050,9193,4773],{"class":1056},[1050,9195,9196],{"class":1060}," results ",[1050,9198,9199],{"class":1197},"is",[1050,9201,5741],{"class":2187},[1050,9203,1462],{"class":1064},[1050,9205,9206],{"class":1052,"line":1642},[1050,9207,9208],{"class":1115},"            # Perform search\n",[1050,9210,9211,9214,9216,9218,9220,9222,9224,9226],{"class":1052,"line":1671},[1050,9212,9213],{"class":1060},"            results ",[1050,9215,1189],{"class":1064},[1050,9217,1096],{"class":1060},[1050,9219,1065],{"class":1064},[1050,9221,1165],{"class":1164},[1050,9223,1065],{"class":1064},[1050,9225,1171],{"class":1170},[1050,9227,1174],{"class":1064},[1050,9229,9230,9232,9234,9236,9238,9240,9242,9244,9246,9248,9250,9252,9254],{"class":1052,"line":1681},[1050,9231,2091],{"class":1170},[1050,9233,1130],{"class":1064},[1050,9235,1186],{"class":1185},[1050,9237,1189],{"class":1064},[1050,9239,1134],{"class":1170},[1050,9241,1194],{"class":1064},[1050,9243,1198],{"class":1197},[1050,9245,1201],{"class":1170},[1050,9247,1130],{"class":1064},[1050,9249,1206],{"class":1185},[1050,9251,1189],{"class":1064},[1050,9253,1134],{"class":1170},[1050,9255,1213],{"class":1064},[1050,9257,9258,9261,9264,9266,9268,9270,9272,9274,9276,9278,9280,9282,9285,9287,9289,9291,9293],{"class":1052,"line":1694},[1050,9259,9260],{"class":1064},"            ).",[1050,9262,9263],{"class":1170},"select_related",[1050,9265,1130],{"class":1064},[1050,9267,1801],{"class":1800},[1050,9269,4845],{"class":1804},[1050,9271,1801],{"class":1800},[1050,9273,1099],{"class":1064},[1050,9275,1812],{"class":1800},[1050,9277,4786],{"class":1804},[1050,9279,1801],{"class":1800},[1050,9281,1542],{"class":1064},[1050,9283,9284],{"class":1170},"prefetch_related",[1050,9286,1130],{"class":1064},[1050,9288,1801],{"class":1800},[1050,9290,2879],{"class":1804},[1050,9292,1801],{"class":1800},[1050,9294,1213],{"class":1064},[1050,9296,9297],{"class":1052,"line":1700},[1050,9298,4836],{"class":1060},[1050,9300,9301],{"class":1052,"line":1728},[1050,9302,9303],{"class":1115},"            # Cache results\n",[1050,9305,9306,9309,9311,9314,9316,9318,9320,9322,9324,9326],{"class":1052,"line":1734},[1050,9307,9308],{"class":1060},"            cache",[1050,9310,1065],{"class":1064},[1050,9312,9313],{"class":1170},"set",[1050,9315,1130],{"class":1064},[1050,9317,9187],{"class":1170},[1050,9319,1099],{"class":1064},[1050,9321,4805],{"class":1170},[1050,9323,1099],{"class":1064},[1050,9325,9061],{"class":1170},[1050,9327,1213],{"class":1064},[1050,9329,9330],{"class":1052,"line":1758},[1050,9331,1973],{"class":1060},[1050,9333,9334,9336],{"class":1052,"line":1772},[1050,9335,2164],{"class":1056},[1050,9337,9338],{"class":1060}," results\n",[1050,9340,9341],{"class":1052,"line":1785},[1050,9342,1444],{"class":1060},[1050,9344,9345,9347],{"class":1052,"line":1790},[1050,9346,1930],{"class":1064},[1050,9348,1934],{"class":1933},[1050,9350,9351,9353,9356,9358,9360,9362,9365,9367,9369,9371,9374,9376,9378],{"class":1052,"line":2534},[1050,9352,1939],{"class":1122},[1050,9354,9355],{"class":1126}," paginated_search",[1050,9357,1130],{"class":1064},[1050,9359,1134],{"class":1133},[1050,9361,1099],{"class":1064},[1050,9363,9364],{"class":1133}," page",[1050,9366,1189],{"class":1197},[1050,9368,1753],{"class":1721},[1050,9370,1099],{"class":1064},[1050,9372,9373],{"class":1133}," per_page",[1050,9375,1189],{"class":1197},[1050,9377,5946],{"class":1721},[1050,9379,1137],{"class":1064},[1050,9381,9382,9384,9387],{"class":1052,"line":2539},[1050,9383,1963],{"class":1143},[1050,9385,9386],{"class":1147},"Efficient paginated search",[1050,9388,1151],{"class":1143},[1050,9390,9391,9393,9395,9397,9399,9401,9404,9406],{"class":1052,"line":2546},[1050,9392,4335],{"class":1056},[1050,9394,1061],{"class":1060},[1050,9396,1065],{"class":1064},[1050,9398,9088],{"class":1060},[1050,9400,1065],{"class":1064},[1050,9402,9403],{"class":1060},"paginator ",[1050,9405,1076],{"class":1056},[1050,9407,9408],{"class":1060}," Paginator\n",[1050,9410,9411],{"class":1052,"line":2560},[1050,9412,1973],{"class":1060},[1050,9414,9415],{"class":1052,"line":2570},[1050,9416,9417],{"class":1115},"        # Base query with optimizations\n",[1050,9419,9420,9423,9425,9427,9429,9431,9433,9435],{"class":1052,"line":2575},[1050,9421,9422],{"class":1060},"        queryset ",[1050,9424,1189],{"class":1064},[1050,9426,1096],{"class":1060},[1050,9428,1065],{"class":1064},[1050,9430,1165],{"class":1164},[1050,9432,1065],{"class":1064},[1050,9434,1171],{"class":1170},[1050,9436,1174],{"class":1064},[1050,9438,9439,9441,9443,9445,9447,9449,9451,9453,9455,9457,9459,9461,9463],{"class":1052,"line":2581},[1050,9440,1480],{"class":1170},[1050,9442,1130],{"class":1064},[1050,9444,1186],{"class":1185},[1050,9446,1189],{"class":1064},[1050,9448,1134],{"class":1170},[1050,9450,1194],{"class":1064},[1050,9452,1198],{"class":1197},[1050,9454,1201],{"class":1170},[1050,9456,1130],{"class":1064},[1050,9458,1206],{"class":1185},[1050,9460,1189],{"class":1064},[1050,9462,1134],{"class":1170},[1050,9464,1213],{"class":1064},[1050,9466,9467,9469,9471,9473,9475,9477,9479,9481,9483,9485,9487,9489,9492],{"class":1052,"line":2601},[1050,9468,2501],{"class":1064},[1050,9470,9263],{"class":1170},[1050,9472,1130],{"class":1064},[1050,9474,1801],{"class":1800},[1050,9476,4845],{"class":1804},[1050,9478,1801],{"class":1800},[1050,9480,1099],{"class":1064},[1050,9482,1812],{"class":1800},[1050,9484,4786],{"class":1804},[1050,9486,1801],{"class":1800},[1050,9488,1542],{"class":1064},[1050,9490,9491],{"class":1170},"only",[1050,9493,1174],{"class":1064},[1050,9495,9496,9498,9500,9502,9504,9506,9508,9510,9512,9514,9517,9519,9521,9523,9526,9528,9530,9532,9534,9536],{"class":1052,"line":2612},[1050,9497,2854],{"class":1800},[1050,9499,5186],{"class":1804},[1050,9501,1801],{"class":1800},[1050,9503,1099],{"class":1064},[1050,9505,1812],{"class":1800},[1050,9507,2423],{"class":1804},[1050,9509,1801],{"class":1800},[1050,9511,1099],{"class":1064},[1050,9513,1812],{"class":1800},[1050,9515,9516],{"class":1804},"slug",[1050,9518,1801],{"class":1800},[1050,9520,1099],{"class":1064},[1050,9522,1812],{"class":1800},[1050,9524,9525],{"class":1804},"excerpt",[1050,9527,1801],{"class":1800},[1050,9529,1099],{"class":1064},[1050,9531,1812],{"class":1800},[1050,9533,5792],{"class":1804},[1050,9535,1801],{"class":1800},[1050,9537,1769],{"class":1064},[1050,9539,9540,9542,9545,9547,9549,9551,9553],{"class":1052,"line":2643},[1050,9541,2854],{"class":1800},[1050,9543,9544],{"class":1804},"author__username",[1050,9546,1801],{"class":1800},[1050,9548,1099],{"class":1064},[1050,9550,1812],{"class":1800},[1050,9552,5161],{"class":1804},[1050,9554,3018],{"class":1800},[1050,9556,9557],{"class":1052,"line":2648},[1050,9558,1514],{"class":1064},[1050,9560,9561],{"class":1052,"line":2654},[1050,9562,1973],{"class":1060},[1050,9564,9565],{"class":1052,"line":2675},[1050,9566,9567],{"class":1115},"        # Paginate\n",[1050,9569,9570,9573,9575,9578,9580,9583,9585,9587],{"class":1052,"line":2685},[1050,9571,9572],{"class":1060},"        paginator ",[1050,9574,1189],{"class":1064},[1050,9576,9577],{"class":1170}," Paginator",[1050,9579,1130],{"class":1064},[1050,9581,9582],{"class":1170},"queryset",[1050,9584,1099],{"class":1064},[1050,9586,9373],{"class":1170},[1050,9588,1213],{"class":1064},[1050,9590,9591,9594,9596,9599,9601,9604,9606,9609],{"class":1052,"line":2715},[1050,9592,9593],{"class":1060},"        page_obj ",[1050,9595,1189],{"class":1064},[1050,9597,9598],{"class":1060}," paginator",[1050,9600,1065],{"class":1064},[1050,9602,9603],{"class":1170},"get_page",[1050,9605,1130],{"class":1064},[1050,9607,9608],{"class":1170},"page",[1050,9610,1213],{"class":1064},[1050,9612,9613],{"class":1052,"line":2720},[1050,9614,1973],{"class":1060},[1050,9616,9617,9619],{"class":1052,"line":2726},[1050,9618,2164],{"class":1056},[1050,9620,2848],{"class":1064},[1050,9622,9623,9625,9627,9629,9631,9634,9636,9639],{"class":1052,"line":2747},[1050,9624,2854],{"class":1800},[1050,9626,7145],{"class":1804},[1050,9628,1801],{"class":1800},[1050,9630,2351],{"class":1064},[1050,9632,9633],{"class":1060}," page_obj",[1050,9635,1065],{"class":1064},[1050,9637,9638],{"class":1164},"object_list",[1050,9640,1769],{"class":1064},[1050,9642,9643,9645,9647,9649,9651,9653],{"class":1052,"line":2789},[1050,9644,2854],{"class":1800},[1050,9646,9608],{"class":1804},[1050,9648,1801],{"class":1800},[1050,9650,2351],{"class":1064},[1050,9652,9633],{"class":1060},[1050,9654,1769],{"class":1064},[1050,9656,9657,9659,9661,9663,9665,9667,9669],{"class":1052,"line":2798},[1050,9658,2854],{"class":1800},[1050,9660,5431],{"class":1804},[1050,9662,1801],{"class":1800},[1050,9664,2351],{"class":1064},[1050,9666,9598],{"class":1060},[1050,9668,1065],{"class":1064},[1050,9670,9671],{"class":1164},"count\n",[1050,9673,9674],{"class":1052,"line":2808},[1050,9675,2919],{"class":1064},[1050,9677,9678],{"class":1052,"line":2838},[1050,9679,1444],{"class":1060},[1050,9681,9682,9684],{"class":1052,"line":2843},[1050,9683,1930],{"class":1064},[1050,9685,1934],{"class":1933},[1050,9687,9688,9690,9693,9695,9697],{"class":1052,"line":2851},[1050,9689,1939],{"class":1122},[1050,9691,9692],{"class":1126}," search_with_aggregations",[1050,9694,1130],{"class":1064},[1050,9696,1134],{"class":1133},[1050,9698,1137],{"class":1064},[1050,9700,9701,9703,9706],{"class":1052,"line":2874},[1050,9702,1963],{"class":1143},[1050,9704,9705],{"class":1147},"Search with result aggregations",[1050,9707,1151],{"class":1143},[1050,9709,9710,9712,9714,9716,9718,9720,9722,9724],{"class":1052,"line":2895},[1050,9711,4335],{"class":1056},[1050,9713,1061],{"class":1060},[1050,9715,1065],{"class":1064},[1050,9717,1068],{"class":1060},[1050,9719,1065],{"class":1064},[1050,9721,1073],{"class":1060},[1050,9723,1076],{"class":1056},[1050,9725,9726],{"class":1060}," Count\n",[1050,9728,9729],{"class":1052,"line":2916},[1050,9730,1973],{"class":1060},[1050,9732,9733,9736,9738,9740,9742,9744,9746,9748],{"class":1052,"line":2922},[1050,9734,9735],{"class":1060},"        base_query ",[1050,9737,1189],{"class":1064},[1050,9739,1096],{"class":1060},[1050,9741,1065],{"class":1064},[1050,9743,1165],{"class":1164},[1050,9745,1065],{"class":1064},[1050,9747,1171],{"class":1170},[1050,9749,1174],{"class":1064},[1050,9751,9752,9754,9756,9758,9760,9762,9764,9766,9768,9770,9772,9774,9776],{"class":1052,"line":2927},[1050,9753,1480],{"class":1170},[1050,9755,1130],{"class":1064},[1050,9757,1186],{"class":1185},[1050,9759,1189],{"class":1064},[1050,9761,1134],{"class":1170},[1050,9763,1194],{"class":1064},[1050,9765,1198],{"class":1197},[1050,9767,1201],{"class":1170},[1050,9769,1130],{"class":1064},[1050,9771,1206],{"class":1185},[1050,9773,1189],{"class":1064},[1050,9775,1134],{"class":1170},[1050,9777,1213],{"class":1064},[1050,9779,9780],{"class":1052,"line":2933},[1050,9781,1514],{"class":1064},[1050,9783,9784],{"class":1052,"line":2959},[1050,9785,1973],{"class":1060},[1050,9787,9788],{"class":1052,"line":2976},[1050,9789,9790],{"class":1115},"        # Get results\n",[1050,9792,9793,9795,9797,9800,9802,9804,9806,9808,9810,9812,9814,9816,9818,9820],{"class":1052,"line":2988},[1050,9794,4713],{"class":1060},[1050,9796,1189],{"class":1064},[1050,9798,9799],{"class":1060}," base_query",[1050,9801,1065],{"class":1064},[1050,9803,9263],{"class":1170},[1050,9805,1130],{"class":1064},[1050,9807,1801],{"class":1800},[1050,9809,4845],{"class":1804},[1050,9811,1801],{"class":1800},[1050,9813,1099],{"class":1064},[1050,9815,1812],{"class":1800},[1050,9817,4786],{"class":1804},[1050,9819,1801],{"class":1800},[1050,9821,1213],{"class":1064},[1050,9823,9824],{"class":1052,"line":3005},[1050,9825,1973],{"class":1060},[1050,9827,9828],{"class":1052,"line":3021},[1050,9829,9830],{"class":1115},"        # Get aggregations\n",[1050,9832,9833,9836,9838,9840,9842,9844,9846,9848,9850,9852,9854,9856],{"class":1052,"line":3026},[1050,9834,9835],{"class":1060},"        category_counts ",[1050,9837,1189],{"class":1064},[1050,9839,9799],{"class":1060},[1050,9841,1065],{"class":1064},[1050,9843,5143],{"class":1170},[1050,9845,1130],{"class":1064},[1050,9847,1801],{"class":1800},[1050,9849,5161],{"class":1804},[1050,9851,1801],{"class":1800},[1050,9853,1542],{"class":1064},[1050,9855,1676],{"class":1170},[1050,9857,1174],{"class":1064},[1050,9859,9860,9863,9865,9867,9869,9871,9873,9875],{"class":1052,"line":4186},[1050,9861,9862],{"class":1185},"            count",[1050,9864,1189],{"class":1064},[1050,9866,5179],{"class":1170},[1050,9868,1130],{"class":1064},[1050,9870,1801],{"class":1800},[1050,9872,5186],{"class":1804},[1050,9874,1801],{"class":1800},[1050,9876,1213],{"class":1064},[1050,9878,9879,9881,9883,9885,9887,9889,9891],{"class":1052,"line":4192},[1050,9880,2501],{"class":1064},[1050,9882,1795],{"class":1170},[1050,9884,1130],{"class":1064},[1050,9886,1801],{"class":1800},[1050,9888,5200],{"class":1804},[1050,9890,1801],{"class":1800},[1050,9892,1213],{"class":1064},[1050,9894,9895],{"class":1052,"line":4217},[1050,9896,1973],{"class":1060},[1050,9898,9899,9902,9904,9906,9908,9910,9912,9914,9916,9918,9920,9922],{"class":1052,"line":4243},[1050,9900,9901],{"class":1060},"        author_counts ",[1050,9903,1189],{"class":1064},[1050,9905,9799],{"class":1060},[1050,9907,1065],{"class":1064},[1050,9909,5143],{"class":1170},[1050,9911,1130],{"class":1064},[1050,9913,1801],{"class":1800},[1050,9915,9544],{"class":1804},[1050,9917,1801],{"class":1800},[1050,9919,1542],{"class":1064},[1050,9921,1676],{"class":1170},[1050,9923,1174],{"class":1064},[1050,9925,9926,9928,9930,9932,9934,9936,9938,9940],{"class":1052,"line":6786},[1050,9927,9862],{"class":1185},[1050,9929,1189],{"class":1064},[1050,9931,5179],{"class":1170},[1050,9933,1130],{"class":1064},[1050,9935,1801],{"class":1800},[1050,9937,5186],{"class":1804},[1050,9939,1801],{"class":1800},[1050,9941,1213],{"class":1064},[1050,9943,9944,9946,9948,9950,9952,9954,9956],{"class":1052,"line":6791},[1050,9945,2501],{"class":1064},[1050,9947,1795],{"class":1170},[1050,9949,1130],{"class":1064},[1050,9951,1801],{"class":1800},[1050,9953,5200],{"class":1804},[1050,9955,1801],{"class":1800},[1050,9957,1213],{"class":1064},[1050,9959,9960],{"class":1052,"line":6796},[1050,9961,1973],{"class":1060},[1050,9963,9964,9966],{"class":1052,"line":6815},[1050,9965,2164],{"class":1056},[1050,9967,2848],{"class":1064},[1050,9969,9970,9972,9974,9976,9978,9980],{"class":1052,"line":6820},[1050,9971,2854],{"class":1800},[1050,9973,7145],{"class":1804},[1050,9975,1801],{"class":1800},[1050,9977,2351],{"class":1064},[1050,9979,4805],{"class":1060},[1050,9981,1769],{"class":1064},[1050,9983,9984,9986,9989,9991,9993,9995,9997,10000],{"class":1052,"line":6839},[1050,9985,2854],{"class":1800},[1050,9987,9988],{"class":1804},"category_facets",[1050,9990,1801],{"class":1800},[1050,9992,2351],{"class":1064},[1050,9994,2864],{"class":1933},[1050,9996,1130],{"class":1064},[1050,9998,9999],{"class":1170},"category_counts",[1050,10001,1725],{"class":1064},[1050,10003,10004,10006,10009,10011,10013,10015,10017,10020],{"class":1052,"line":6849},[1050,10005,2854],{"class":1800},[1050,10007,10008],{"class":1804},"author_facets",[1050,10010,1801],{"class":1800},[1050,10012,2351],{"class":1064},[1050,10014,2864],{"class":1933},[1050,10016,1130],{"class":1064},[1050,10018,10019],{"class":1170},"author_counts",[1050,10021,1725],{"class":1064},[1050,10023,10024,10026,10029,10031,10033,10035,10037,10039],{"class":1052,"line":6854},[1050,10025,2854],{"class":1800},[1050,10027,10028],{"class":1804},"total_count",[1050,10030,1801],{"class":1800},[1050,10032,2351],{"class":1064},[1050,10034,9799],{"class":1060},[1050,10036,1065],{"class":1064},[1050,10038,5174],{"class":1170},[1050,10040,1225],{"class":1064},[1050,10042,10043],{"class":1052,"line":6863},[1050,10044,2919],{"class":1064},[1050,10046,10047],{"class":1052,"line":6895},[1050,10048,1109],{"emptyLinePlaceholder":1108},[1050,10050,10051],{"class":1052,"line":6905},[1050,10052,10053],{"class":1115},"# Search analytics\n",[1050,10055,10056,10058,10061],{"class":1052,"line":6938},[1050,10057,1906],{"class":1122},[1050,10059,10060],{"class":1909}," SearchAnalytics",[1050,10062,1462],{"class":1064},[1050,10064,10065,10067,10070],{"class":1052,"line":6969},[1050,10066,1144],{"class":1143},[1050,10068,10069],{"class":1147},"Track and analyze search behavior",[1050,10071,1151],{"class":1143},[1050,10073,10074],{"class":1052,"line":7018},[1050,10075,1444],{"class":1060},[1050,10077,10078,10080],{"class":1052,"line":7049},[1050,10079,1930],{"class":1064},[1050,10081,1934],{"class":1933},[1050,10083,10084,10086,10089,10091,10093,10095,10098,10100,10102,10104,10107,10109,10111],{"class":1052,"line":7073},[1050,10085,1939],{"class":1122},[1050,10087,10088],{"class":1126}," log_search",[1050,10090,1130],{"class":1064},[1050,10092,1134],{"class":1133},[1050,10094,1099],{"class":1064},[1050,10096,10097],{"class":1133}," user",[1050,10099,1189],{"class":1197},[1050,10101,4688],{"class":2187},[1050,10103,1099],{"class":1064},[1050,10105,10106],{"class":1133}," results_count",[1050,10108,1189],{"class":1197},[1050,10110,1766],{"class":1721},[1050,10112,1137],{"class":1064},[1050,10114,10115,10117,10120],{"class":1052,"line":7105},[1050,10116,1963],{"class":1143},[1050,10118,10119],{"class":1147},"Log search queries for analytics",[1050,10121,1151],{"class":1143},[1050,10123,10124],{"class":1052,"line":7111},[1050,10125,1973],{"class":1060},[1050,10127,10128,10131,10133,10135,10137,10140],{"class":1052,"line":7128},[1050,10129,10130],{"class":1060},"        SearchLog",[1050,10132,1065],{"class":1064},[1050,10134,1165],{"class":1164},[1050,10136,1065],{"class":1064},[1050,10138,10139],{"class":1170},"create",[1050,10141,1174],{"class":1064},[1050,10143,10144,10147,10149,10151],{"class":1052,"line":7133},[1050,10145,10146],{"class":1185},"            query",[1050,10148,1189],{"class":1064},[1050,10150,1134],{"class":1170},[1050,10152,1769],{"class":1064},[1050,10154,10155,10158,10160,10163],{"class":1052,"line":7140},[1050,10156,10157],{"class":1185},"            user",[1050,10159,1189],{"class":1064},[1050,10161,10162],{"class":1170},"user",[1050,10164,1769],{"class":1064},[1050,10166,10167,10170,10172,10175],{"class":1052,"line":7156},[1050,10168,10169],{"class":1185},"            results_count",[1050,10171,1189],{"class":1064},[1050,10173,10174],{"class":1170},"results_count",[1050,10176,1769],{"class":1064},[1050,10178,10179,10182,10184,10187,10189,10192],{"class":1052,"line":7197},[1050,10180,10181],{"class":1185},"            timestamp",[1050,10183,1189],{"class":1064},[1050,10185,10186],{"class":1170},"timezone",[1050,10188,1065],{"class":1064},[1050,10190,10191],{"class":1170},"now",[1050,10193,1225],{"class":1064},[1050,10195,10196],{"class":1052,"line":7229},[1050,10197,1514],{"class":1064},[1050,10199,10200],{"class":1052,"line":7234},[1050,10201,1444],{"class":1060},[1050,10203,10204,10206],{"class":1052,"line":7239},[1050,10205,1930],{"class":1064},[1050,10207,1934],{"class":1933},[1050,10209,10210,10212,10215,10217,10220,10222,10225,10227,10229,10231,10233],{"class":1052,"line":7257},[1050,10211,1939],{"class":1122},[1050,10213,10214],{"class":1126}," get_popular_searches",[1050,10216,1130],{"class":1064},[1050,10218,10219],{"class":1133},"days",[1050,10221,1189],{"class":1197},[1050,10223,10224],{"class":1721},"30",[1050,10226,1099],{"class":1064},[1050,10228,2430],{"class":1133},[1050,10230,1189],{"class":1197},[1050,10232,2435],{"class":1721},[1050,10234,1137],{"class":1064},[1050,10236,10237,10239,10242],{"class":1052,"line":7267},[1050,10238,1963],{"class":1143},[1050,10240,10241],{"class":1147},"Get most popular search queries",[1050,10243,1151],{"class":1143},[1050,10245,10246],{"class":1052,"line":7272},[1050,10247,1973],{"class":1060},[1050,10249,10250,10253,10255,10258,10260,10262,10264,10267,10270,10272,10274,10276,10278],{"class":1052,"line":7281},[1050,10251,10252],{"class":1060},"        cutoff_date ",[1050,10254,1189],{"class":1064},[1050,10256,10257],{"class":1060}," timezone",[1050,10259,1065],{"class":1064},[1050,10261,10191],{"class":1170},[1050,10263,9155],{"class":1064},[1050,10265,10266],{"class":1197}," -",[1050,10268,10269],{"class":1170}," timedelta",[1050,10271,1130],{"class":1064},[1050,10273,10219],{"class":1185},[1050,10275,1189],{"class":1064},[1050,10277,10219],{"class":1170},[1050,10279,1213],{"class":1064},[1050,10281,10282],{"class":1052,"line":7295},[1050,10283,1973],{"class":1060},[1050,10285,10286,10288,10291,10293,10295,10297,10299],{"class":1052,"line":7309},[1050,10287,2164],{"class":1056},[1050,10289,10290],{"class":1060}," SearchLog",[1050,10292,1065],{"class":1064},[1050,10294,1165],{"class":1164},[1050,10296,1065],{"class":1064},[1050,10298,1171],{"class":1170},[1050,10300,1174],{"class":1064},[1050,10302,10303,10306,10308],{"class":1052,"line":7325},[1050,10304,10305],{"class":1185},"            timestamp__gte",[1050,10307,1189],{"class":1064},[1050,10309,10310],{"class":1170},"cutoff_date\n",[1050,10312,10313,10315,10317,10319,10321,10323,10325,10327,10329],{"class":1052,"line":7339},[1050,10314,2501],{"class":1064},[1050,10316,5143],{"class":1170},[1050,10318,1130],{"class":1064},[1050,10320,1801],{"class":1800},[1050,10322,1134],{"class":1804},[1050,10324,1801],{"class":1800},[1050,10326,1542],{"class":1064},[1050,10328,1676],{"class":1170},[1050,10330,1174],{"class":1064},[1050,10332,10333,10336,10338,10340,10342,10344,10346,10348],{"class":1052,"line":7358},[1050,10334,10335],{"class":1185},"            search_count",[1050,10337,1189],{"class":1064},[1050,10339,5179],{"class":1170},[1050,10341,1130],{"class":1064},[1050,10343,1801],{"class":1800},[1050,10345,5186],{"class":1804},[1050,10347,1801],{"class":1800},[1050,10349,1213],{"class":1064},[1050,10351,10352,10354,10356,10358,10360,10363,10365,10367,10369],{"class":1052,"line":7372},[1050,10353,2501],{"class":1064},[1050,10355,1795],{"class":1170},[1050,10357,1130],{"class":1064},[1050,10359,1801],{"class":1800},[1050,10361,10362],{"class":1804},"-search_count",[1050,10364,1801],{"class":1800},[1050,10366,2635],{"class":1064},[1050,10368,2528],{"class":1060},[1050,10370,2531],{"class":1064},[1050,10372,10373],{"class":1052,"line":7377},[1050,10374,1444],{"class":1060},[1050,10376,10377,10379],{"class":1052,"line":7382},[1050,10378,1930],{"class":1064},[1050,10380,1934],{"class":1933},[1050,10382,10383,10385,10388,10390,10392,10394,10397],{"class":1052,"line":7387},[1050,10384,1939],{"class":1122},[1050,10386,10387],{"class":1126}," get_zero_result_searches",[1050,10389,1130],{"class":1064},[1050,10391,10219],{"class":1133},[1050,10393,1189],{"class":1197},[1050,10395,10396],{"class":1721},"7",[1050,10398,1137],{"class":1064},[1050,10400,10401,10403,10406],{"class":1052,"line":7392},[1050,10402,1963],{"class":1143},[1050,10404,10405],{"class":1147},"Get searches that returned no results",[1050,10407,1151],{"class":1143},[1050,10409,10410],{"class":1052,"line":7397},[1050,10411,1973],{"class":1060},[1050,10413,10414,10416,10418,10420,10422,10424,10426,10428,10430,10432,10434,10436,10438],{"class":1052,"line":7416},[1050,10415,10252],{"class":1060},[1050,10417,1189],{"class":1064},[1050,10419,10257],{"class":1060},[1050,10421,1065],{"class":1064},[1050,10423,10191],{"class":1170},[1050,10425,9155],{"class":1064},[1050,10427,10266],{"class":1197},[1050,10429,10269],{"class":1170},[1050,10431,1130],{"class":1064},[1050,10433,10219],{"class":1185},[1050,10435,1189],{"class":1064},[1050,10437,10219],{"class":1170},[1050,10439,1213],{"class":1064},[1050,10441,10442],{"class":1052,"line":7431},[1050,10443,1973],{"class":1060},[1050,10445,10446,10448,10450,10452,10454,10456,10458],{"class":1052,"line":7440},[1050,10447,2164],{"class":1056},[1050,10449,10290],{"class":1060},[1050,10451,1065],{"class":1064},[1050,10453,1165],{"class":1164},[1050,10455,1065],{"class":1064},[1050,10457,1171],{"class":1170},[1050,10459,1174],{"class":1064},[1050,10461,10462,10464,10466,10469],{"class":1052,"line":7445},[1050,10463,10305],{"class":1185},[1050,10465,1189],{"class":1064},[1050,10467,10468],{"class":1170},"cutoff_date",[1050,10470,1769],{"class":1064},[1050,10472,10473,10475,10477],{"class":1052,"line":7450},[1050,10474,10169],{"class":1185},[1050,10476,1189],{"class":1064},[1050,10478,10479],{"class":1721},"0\n",[1050,10481,10482,10484,10486,10488,10490,10492,10494,10496,10498],{"class":1052,"line":7460},[1050,10483,2501],{"class":1064},[1050,10485,5143],{"class":1170},[1050,10487,1130],{"class":1064},[1050,10489,1801],{"class":1800},[1050,10491,1134],{"class":1804},[1050,10493,1801],{"class":1800},[1050,10495,1542],{"class":1064},[1050,10497,1676],{"class":1170},[1050,10499,1174],{"class":1064},[1050,10501,10502,10504,10506,10508,10510,10512,10514,10516],{"class":1052,"line":7503},[1050,10503,9862],{"class":1185},[1050,10505,1189],{"class":1064},[1050,10507,5179],{"class":1170},[1050,10509,1130],{"class":1064},[1050,10511,1801],{"class":1800},[1050,10513,5186],{"class":1804},[1050,10515,1801],{"class":1800},[1050,10517,1213],{"class":1064},[1050,10519,10520,10522,10524,10526,10528,10530,10532],{"class":1052,"line":7529},[1050,10521,2501],{"class":1064},[1050,10523,1795],{"class":1170},[1050,10525,1130],{"class":1064},[1050,10527,1801],{"class":1800},[1050,10529,5200],{"class":1804},[1050,10531,1801],{"class":1800},[1050,10533,1213],{"class":1064},[1050,10535,10536],{"class":1052,"line":7534},[1050,10537,1109],{"emptyLinePlaceholder":1108},[1050,10539,10540],{"class":1052,"line":7542},[1050,10541,10542],{"class":1115},"# Search log model\n",[1050,10544,10545,10547,10549,10551,10554,10556,10559],{"class":1052,"line":7547},[1050,10546,1906],{"class":1122},[1050,10548,10290],{"class":1909},[1050,10550,1130],{"class":1064},[1050,10552,1887],{"class":10553},"sYn-s",[1050,10555,1065],{"class":1064},[1050,10557,10558],{"class":10553},"Model",[1050,10560,1137],{"class":1064},[1050,10562,10563,10566,10568,10571,10573,10576,10578,10581,10583,10586],{"class":1052,"line":7553},[1050,10564,10565],{"class":1060},"    query ",[1050,10567,1189],{"class":1064},[1050,10569,10570],{"class":1060}," models",[1050,10572,1065],{"class":1064},[1050,10574,10575],{"class":1170},"CharField",[1050,10577,1130],{"class":1064},[1050,10579,10580],{"class":1185},"max_length",[1050,10582,1189],{"class":1064},[1050,10584,10585],{"class":1721},"255",[1050,10587,1213],{"class":1064},[1050,10589,10590,10593,10595,10597,10599,10602,10604,10607,10609,10612,10614,10616,10618,10621,10623,10626,10628,10630,10632,10635,10637,10639],{"class":1052,"line":7558},[1050,10591,10592],{"class":1060},"    user ",[1050,10594,1189],{"class":1064},[1050,10596,10570],{"class":1060},[1050,10598,1065],{"class":1064},[1050,10600,10601],{"class":1170},"ForeignKey",[1050,10603,1130],{"class":1064},[1050,10605,10606],{"class":1170},"User",[1050,10608,1099],{"class":1064},[1050,10610,10611],{"class":1185}," on_delete",[1050,10613,1189],{"class":1064},[1050,10615,1887],{"class":1170},[1050,10617,1065],{"class":1064},[1050,10619,10620],{"class":5563},"SET_NULL",[1050,10622,1099],{"class":1064},[1050,10624,10625],{"class":1185}," null",[1050,10627,1189],{"class":1064},[1050,10629,2518],{"class":2187},[1050,10631,1099],{"class":1064},[1050,10633,10634],{"class":1185}," blank",[1050,10636,1189],{"class":1064},[1050,10638,2518],{"class":2187},[1050,10640,1213],{"class":1064},[1050,10642,10643,10646,10648,10650,10652,10655,10657,10660,10662,10664],{"class":1052,"line":7564},[1050,10644,10645],{"class":1060},"    results_count ",[1050,10647,1189],{"class":1064},[1050,10649,10570],{"class":1060},[1050,10651,1065],{"class":1064},[1050,10653,10654],{"class":1170},"PositiveIntegerField",[1050,10656,1130],{"class":1064},[1050,10658,10659],{"class":1185},"default",[1050,10661,1189],{"class":1064},[1050,10663,1766],{"class":1721},[1050,10665,1213],{"class":1064},[1050,10667,10668,10671,10673,10675,10677,10680,10682,10685,10687,10689],{"class":1052,"line":7570},[1050,10669,10670],{"class":1060},"    timestamp ",[1050,10672,1189],{"class":1064},[1050,10674,10570],{"class":1060},[1050,10676,1065],{"class":1064},[1050,10678,10679],{"class":1170},"DateTimeField",[1050,10681,1130],{"class":1064},[1050,10683,10684],{"class":1185},"auto_now_add",[1050,10686,1189],{"class":1064},[1050,10688,2518],{"class":2187},[1050,10690,1213],{"class":1064},[1050,10692,10693],{"class":1052,"line":7576},[1050,10694,1444],{"class":1060},[1050,10696,10697,10700,10703],{"class":1052,"line":7582},[1050,10698,10699],{"class":1122},"    class",[1050,10701,10702],{"class":1909}," Meta",[1050,10704,1462],{"class":1064},[1050,10706,10707,10710,10712],{"class":1052,"line":7587},[1050,10708,10709],{"class":1060},"        indexes ",[1050,10711,1189],{"class":1064},[1050,10713,6025],{"class":1064},[1050,10715,10716,10719,10721,10724,10726,10728,10731,10733,10736,10738,10740,10742,10744,10746],{"class":1052,"line":7593},[1050,10717,10718],{"class":1060},"            models",[1050,10720,1065],{"class":1064},[1050,10722,10723],{"class":1170},"Index",[1050,10725,1130],{"class":1064},[1050,10727,6066],{"class":1185},[1050,10729,10730],{"class":1064},"=[",[1050,10732,1801],{"class":1800},[1050,10734,10735],{"class":1804},"timestamp",[1050,10737,1801],{"class":1800},[1050,10739,1099],{"class":1064},[1050,10741,1812],{"class":1800},[1050,10743,1134],{"class":1804},[1050,10745,1801],{"class":1800},[1050,10747,10748],{"class":1064},"]),\n",[1050,10750,10751,10753,10755,10757,10759,10761,10763,10765,10767,10769,10771,10773,10775,10777],{"class":1052,"line":7599},[1050,10752,10718],{"class":1060},[1050,10754,1065],{"class":1064},[1050,10756,10723],{"class":1170},[1050,10758,1130],{"class":1064},[1050,10760,6066],{"class":1185},[1050,10762,10730],{"class":1064},[1050,10764,1801],{"class":1800},[1050,10766,10174],{"class":1804},[1050,10768,1801],{"class":1800},[1050,10770,1099],{"class":1064},[1050,10772,1812],{"class":1800},[1050,10774,10735],{"class":1804},[1050,10776,1801],{"class":1800},[1050,10778,10748],{"class":1064},[1050,10780,10781],{"class":1052,"line":7604},[1050,10782,10783],{"class":1064},"        ]\n",[1026,10785,10786],{},"Implementing effective search functionality requires choosing the right approach based on your application's needs, data volume, and performance requirements. From simple text filtering to full-text search engines, Django provides the flexibility to build sophisticated search experiences.",[10788,10789,10790],"style",{},"html pre.shiki code .siDh9, html code.shiki .siDh9{--shiki-light:#39ADB5;--shiki-light-font-style:italic;--shiki-default:#1E754F;--shiki-default-font-style:inherit;--shiki-dark:#4D9375;--shiki-dark-font-style:inherit}html pre.shiki code .sftqT, html code.shiki .sftqT{--shiki-light:#90A4AE;--shiki-default:#393A34;--shiki-dark:#DBD7CAEE}html pre.shiki code .soVBu, html code.shiki .soVBu{--shiki-light:#39ADB5;--shiki-default:#999999;--shiki-dark:#666666}html pre.shiki code .s9Tkl, html code.shiki .s9Tkl{--shiki-light:#90A4AE;--shiki-light-font-style:italic;--shiki-default:#A0ADA0;--shiki-default-font-style:inherit;--shiki-dark:#758575DD;--shiki-dark-font-style:inherit}html pre.shiki code .s5Kfy, html code.shiki .s5Kfy{--shiki-light:#9C3EDA;--shiki-default:#AB5959;--shiki-dark:#CB7676}html pre.shiki code .sljsM, html code.shiki .sljsM{--shiki-light:#6182B8;--shiki-default:#59873A;--shiki-dark:#80A665}html pre.shiki code .sCyAa, html code.shiki .sCyAa{--shiki-light:#90A4AE;--shiki-light-font-style:italic;--shiki-default:#393A34;--shiki-default-font-style:inherit;--shiki-dark:#DBD7CAEE;--shiki-dark-font-style:inherit}html pre.shiki code .sm7ve, html code.shiki .sm7ve{--shiki-light:#39ADB5;--shiki-light-font-style:italic;--shiki-default:#B5695977;--shiki-default-font-style:inherit;--shiki-dark:#C98A7D77;--shiki-dark-font-style:inherit}html pre.shiki code .sVyVU, html code.shiki .sVyVU{--shiki-light:#90A4AE;--shiki-light-font-style:italic;--shiki-default:#B56959;--shiki-default-font-style:inherit;--shiki-dark:#C98A7D;--shiki-dark-font-style:inherit}html pre.shiki code .sBPpx, html code.shiki .sBPpx{--shiki-light:#E53935;--shiki-default:#393A34;--shiki-dark:#DBD7CAEE}html pre.shiki code .siWMO, html code.shiki .siWMO{--shiki-light:#6182B8;--shiki-default:#393A34;--shiki-dark:#DBD7CAEE}html pre.shiki code .sqOPj, html code.shiki .sqOPj{--shiki-light:#90A4AE;--shiki-light-font-style:italic;--shiki-default:#B07D48;--shiki-default-font-style:inherit;--shiki-dark:#BD976A;--shiki-dark-font-style:inherit}html pre.shiki code .sVsLi, html code.shiki .sVsLi{--shiki-light:#39ADB5;--shiki-default:#AB5959;--shiki-dark:#CB7676}html pre.shiki code .s7CZa, html code.shiki .s7CZa{--shiki-light:#F76D47;--shiki-default:#2F798A;--shiki-dark:#4C9A91}html pre.shiki code .sbYkP, html code.shiki .sbYkP{--shiki-light:#39ADB5;--shiki-default:#B5695977;--shiki-dark:#C98A7D77}html pre.shiki code .sTbE_, html code.shiki .sTbE_{--shiki-light:#91B859;--shiki-default:#B56959;--shiki-dark:#C98A7D}html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .sD-vU, html code.shiki .sD-vU{--shiki-light:#E2931D;--shiki-default:#2E8F82;--shiki-dark:#5DA994}html pre.shiki code .sa2tF, html code.shiki .sa2tF{--shiki-light:#E2931D;--shiki-default:#998418;--shiki-dark:#B8A965}html pre.shiki code .s8XtY, html code.shiki .s8XtY{--shiki-light:#39ADB5;--shiki-default:#1E754F;--shiki-dark:#4D9375}html pre.shiki code .s3h35, html code.shiki .s3h35{--shiki-light:#F76D47;--shiki-default:#A65E2B;--shiki-dark:#C99076}html pre.shiki code .sJdAF, html code.shiki .sJdAF{--shiki-light:#6182B8;--shiki-default:#998418;--shiki-dark:#B8A965}html pre.shiki code .sRjD_, html code.shiki .sRjD_{--shiki-light:#E53935;--shiki-light-font-style:italic;--shiki-default:#393A34;--shiki-default-font-style:inherit;--shiki-dark:#DBD7CAEE;--shiki-dark-font-style:inherit}html pre.shiki code .se3Ec, html code.shiki .se3Ec{--shiki-light:#90A4AE;--shiki-default:#A65E2B;--shiki-dark:#C99076}html pre.shiki code .sFGJz, html code.shiki .sFGJz{--shiki-light:#E53935;--shiki-default:#A65E2B;--shiki-dark:#C99076}html pre.shiki code .sYn-s, html code.shiki .sYn-s{--shiki-light:#E2931D;--shiki-default:#59873A;--shiki-dark:#80A665}",{"title":1045,"searchDepth":1053,"depth":1082,"links":10792},[10793,10797,10801,10805],{"id":1032,"depth":1082,"text":1033,"children":10794},[10795,10796],{"id":1037,"depth":1105,"text":1038},{"id":1826,"depth":1105,"text":1827},{"id":3052,"depth":1082,"text":3053,"children":10798},[10799,10800],{"id":3056,"depth":1105,"text":3057},{"id":4269,"depth":1105,"text":4270},{"id":5450,"depth":1082,"text":5451,"children":10802},[10803,10804],{"id":5454,"depth":1105,"text":5455},{"id":7689,"depth":1105,"text":7690},{"id":8878,"depth":1082,"text":8879,"children":10806},[10807],{"id":8882,"depth":1105,"text":320},"md",null,{},{"title":292,"description":1028},"jISaWmEOIkNL6ffXg3yUiHJepwz8YjkR7nK-DRWAn7Q",[10814,10816],{"title":288,"path":289,"stem":290,"description":10815,"children":-1},"Django's aggregation framework provides powerful tools for performing calculations across multiple database records. Understanding aggregation functions, grouping, and annotation enables you to generate reports, statistics, and analytical data efficiently at the database level.",{"title":296,"path":297,"stem":298,"description":10817,"children":-1},"While Django's ORM handles most database operations elegantly, there are times when you need the power and flexibility of raw SQL. Understanding how to safely execute raw SQL queries enables you to optimize performance, use database-specific features, and handle complex operations that are difficult to express with the ORM.",1772474919156]