azure-cosmos-db

Expert knowledge for Azure Cosmos DB development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building, debugging, or optimizing Azure Cosmos DB applications. Not for Azure Table Storage (use azure-table-storage), Azure SQL Database (use azure-sql-database), Azure SQL Managed Instance (use azure-sql-managed-instance), Azure Data Explorer (use azure-data-explorer).

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Install skill "azure-cosmos-db" with this command: npx skills add microsoftdocs/agent-skills/microsoftdocs-agent-skills-azure-cosmos-db

Azure Cosmos DB Skill

This skill provides expert guidance for Azure Cosmos DB. Covers troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. It combines local quick-reference content with remote documentation fetching capabilities.

How to Use This Skill

IMPORTANT for Agent: This file may be large. Use the Category Index below to locate relevant sections, then use read_file with specific line ranges (e.g., L136-L144) to read the sections needed for the user's question

IMPORTANT for Agent: If metadata.generated_at is more than 3 months old, suggest the user pull the latest version from the repository. If mcp_microsoftdocs tools are not available, suggest the user install it: Installation Guide

This skill requires network access to fetch documentation content:

  • Preferred: Use mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.
  • Fallback: Use fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.

Category Index

CategoryLinesDescription
TroubleshootingL37-L90Diagnosing and fixing Cosmos DB issues across APIs and SDKs: errors (400–503, 401/403/404/409/429), timeouts, performance, connectivity, CMK/backup, and using metrics/logs for root-cause analysis.
Best PracticesL91-L151Performance, scaling, partitioning, indexing, cost optimization, SDK usage, and HA/DR best practices for Cosmos DB (NoSQL, MongoDB, Cassandra, PostgreSQL) and legacy DocumentDB.
Decision MakingL152-L207Guides for choosing Cosmos DB options (consistency, throughput, backup, analytics, vector search), estimating cost/RUs, and planning/migrating workloads across APIs (Core, Mongo, Cassandra, PostgreSQL).
Architecture & Design PatternsL208-L250Architectural patterns for Cosmos DB and PostgreSQL: multitenancy, sharding, HA/DR, change feed, HTAP, real-time analytics, and AI/LLM agents, memory, vectors, and semantic caching.
Limits & QuotasL251-L291Limits, quotas, and behaviors for Cosmos DB (all APIs): throughput, autoscale, burst, backup/PITR, partitions, indexing, free tier, fleets, serverless, and PostgreSQL cluster constraints.
SecurityL292-L358Securing Cosmos DB and related services: identity/RBAC, keys and encryption, network isolation (VNet, Private Link, firewalls), TLS, auditing, policies, and threat protection.
ConfigurationL359-L486Configuring and managing Cosmos DB and related services: throughput, indexing, backup/restore, partitioning, search/vector, monitoring, networking, SDK settings, emulators, and IaC (Bicep/ARM/Terraform).
Integrations & Coding PatternsL487-L822Patterns and code samples for integrating apps, tools, and data pipelines with Azure Cosmos DB (all APIs), including SDK usage, change feed, Kafka/Spark, migrations, and vector/RAG.
DeploymentL823-L847Deploying and managing Cosmos DB and Azure DocumentDB: ARM/Bicep/Terraform templates, CI/CD, scaling, backup/restore, upgrades, maintenance, and start/stop operations for various APIs.

Troubleshooting

TopicURL
Run diagnostic log queries for Cosmos DB Cassandrahttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/diagnostic-queries
Use Log Analytics to diagnose Cosmos DB Cassandra server errorshttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/error-codes-solution
FAQ and troubleshooting for Cassandra API materialized viewshttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/materialized-views-faq
Troubleshoot common Cosmos DB Cassandra API errorshttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/troubleshoot-common-issues
Resolve NoHostAvailableException and NoNodeAvailableException in Cosmos DB Cassandrahttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/troubleshoot-nohostavailable-exception
Troubleshoot revoked-state Cosmos DB CMK accountshttps://learn.microsoft.com/en-us/azure/cosmos-db/cmk-troubleshooting-guide
Use advanced diagnostics queries to troubleshoot Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/diagnostic-queries
Query diagnostics logs for Cosmos DB Gremlin issueshttps://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/diagnostic-queries
Use diagnostics queries to troubleshoot Cosmos DB MongoDBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/diagnostic-queries
Troubleshoot common Cosmos DB MongoDB errorshttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/error-codes-solutions
Prevent rate-limiting errors in Cosmos DB MongoDBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/prevent-rate-limiting-errors
Troubleshoot query performance in Cosmos DB MongoDBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/troubleshoot-query-performance
Troubleshoot with aggregated diagnostics logs for Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/monitor-aggregated-logs
Write basic diagnostics queries to troubleshoot Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/monitor-logs-basic-queries
Monitor normalized request units for workload analysishttps://learn.microsoft.com/en-us/azure/cosmos-db/monitor-normalized-request-units
Analyze request unit consumption for Cosmos DB operationshttps://learn.microsoft.com/en-us/azure/cosmos-db/monitor-request-unit-usage
Diagnose server-side latency with Cosmos DB metricshttps://learn.microsoft.com/en-us/azure/cosmos-db/monitor-server-side-latency
Resolve common issues with Cosmos DB partial document updateshttps://learn.microsoft.com/en-us/azure/cosmos-db/partial-document-update-faq
Determine true distributed table size in Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-table-size
Troubleshoot connection issues to Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-troubleshoot-common-connection-issues
Resolve read-only state in Cosmos DB for PostgreSQL clustershttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-troubleshoot-read-only
Run diagnostic queries for distributed clustershttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-useful-diagnostic-queries
Resolve issues with same-account continuous backup restorehttps://learn.microsoft.com/en-us/azure/cosmos-db/restore-in-account-continuous-backup-frequently-asked-questions
Use Azure SRE Agent to diagnose Cosmos DB issueshttps://learn.microsoft.com/en-us/azure/cosmos-db/site-reliability-engineering-agent
Fix Cosmos DB 400 bad request and partition key errorshttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-bad-request
Troubleshoot Azure Functions triggers for Cosmos DB change feedhttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-changefeed-functions
Troubleshoot cross-tenant CMK issues in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-cmk
Troubleshoot Cosmos DB 409 conflict exceptionshttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-conflict
Troubleshoot Azure Cosmos DB .NET SDK issueshttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-dotnet-sdk
Resolve Cosmos DB .NET 'request header too large' errorshttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-dotnet-sdk-request-header-too-large
Fix HTTP 408 timeouts in Cosmos DB .NET SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-dotnet-sdk-request-time-out
Troubleshoot slow requests in Cosmos DB .NET SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-dotnet-sdk-slow-request
Troubleshoot Cosmos DB 403 forbidden exceptionshttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-forbidden
Diagnose and troubleshoot Cosmos DB async Java SDK v2https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-java-async-sdk
Fix HTTP 408 timeouts in Cosmos DB Java v4 SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-java-sdk-request-time-out
Resolve service unavailable errors in Cosmos DB Java v4 SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-java-sdk-service-unavailable
Diagnose and troubleshoot Cosmos DB Java SDK v4 issueshttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-java-sdk-v4
Troubleshoot Cosmos DB 404 not found exceptionshttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-not-found
Diagnose and troubleshoot Cosmos DB Python SDK issueshttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-python-sdk
Troubleshoot Azure Cosmos DB query performance issueshttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-query-performance
Resolve Cosmos DB 429 request rate too large errorshttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-request-rate-too-large
Fix Azure Cosmos DB HTTP 408 request timeoutshttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-request-time-out
Diagnose Cosmos DB SDK availability in multi-region setupshttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-sdk-availability
Resolve Cosmos DB service unavailable (503) exceptionshttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-service-unavailable
Resolve Cosmos DB unauthorized (401) exceptionshttps://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-unauthorized
Use Cosmos DB metrics and insights to debug issueshttps://learn.microsoft.com/en-us/azure/cosmos-db/use-metrics
Resolve common Azure DocumentDB questions and issueshttps://learn.microsoft.com/en-us/azure/documentdb/faq
Troubleshoot CMK encryption issues in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/how-to-database-encryption-troubleshoot
Troubleshoot common Azure DocumentDB errors and issueshttps://learn.microsoft.com/en-us/azure/documentdb/troubleshoot-common-issues
Troubleshoot Azure DocumentDB replication connectivity and performancehttps://learn.microsoft.com/en-us/azure/documentdb/troubleshoot-replication

Best Practices

TopicURL
Apply automated performance and cost recommendations in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/automated-recommendations
Benchmark Azure Cosmos DB for NoSQL with YCSBhttps://learn.microsoft.com/en-us/azure/cosmos-db/benchmarking-framework
Best practices for Azure Cosmos DB .NET SDK v3https://learn.microsoft.com/en-us/azure/cosmos-db/best-practice-dotnet
Best practices for Azure Cosmos DB Java SDK v4https://learn.microsoft.com/en-us/azure/cosmos-db/best-practice-java
Best practices for Azure Cosmos DB Python SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/best-practice-python
Apply performance best practices for Cosmos DB JavaScript SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/best-practices-javascript
Adapt Apache Cassandra applications to Cosmos DB Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/adoption
Apply recommended Cosmos DB Cassandra driver extension settingshttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/driver-extensions
Implement lightweight transactions in Cosmos DB Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/lightweight-transactions
Use materialized views in Cosmos DB Cassandra API (preview)https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/materialized-views
Avoid rate-limiting errors with server-side retries in Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/prevent-rate-limiting-errors
Use secondary indexing in Cosmos DB Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/secondary-indexing
Design resilient Cosmos DB SDK client applicationshttps://learn.microsoft.com/en-us/azure/cosmos-db/conceptual-resilient-sdk-applications
Configure conflict resolution policies for Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/conflict-resolution-policies
Choose an IoT partition key strategy for Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/design-partitioning-iot
Plan Cosmos DB disaster recovery and failoverhttps://learn.microsoft.com/en-us/azure/cosmos-db/disaster-recovery-guidance
Apply Cosmos DB best practices via Agent Kithttps://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/agent-kit
Apply Cosmos DB-aware GitHub Copilot practices in VS Codehttps://learn.microsoft.com/en-us/azure/cosmos-db/github-copilot-visual-studio-code-best-practices
Use hierarchical partition keys in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/hierarchical-partition-keys
FAQ for Cosmos DB hierarchical partition keyshttps://learn.microsoft.com/en-us/azure/cosmos-db/hierarchical-partition-keys-faq
Redistribute Cosmos DB throughput across partitionshttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-redistribute-throughput-across-partitions
Use Cosmos DB indexing metrics to tune performancehttps://learn.microsoft.com/en-us/azure/cosmos-db/index-metrics
Handle large partition keys and avoid collisions in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/large-partition-keys
Model and partition Cosmos DB data with a real examplehttps://learn.microsoft.com/en-us/azure/cosmos-db/model-partition-example
Redistribute throughput across Cosmos MongoDB partitionshttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/distribute-throughput-across-partitions
Optimize indexing for Cosmos DB for MongoDBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/indexing
Optimize write performance in Cosmos DB MongoDBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/optimize-write-performance
Optimize Azure Cosmos DB MongoDB after migrationhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/post-migration-optimization
Prepare MongoDB workloads for Cosmos DB migrationhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/pre-migration-steps
Use MongoDB read preference with Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/readpreference-global-distribution
Optimize Azure Cosmos DB costs for dev and productionhttps://learn.microsoft.com/en-us/azure/cosmos-db/optimize-costs
Apply partitioning and scaling best practices in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/partitioning
Improve performance with Cosmos DB .NET SDK v2https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips
Performance tips for Cosmos DB Async Java SDK v2https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips-async-java
Improve performance with Cosmos DB .NET SDK v3https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips-dotnet-sdk-v3
Performance tips for Cosmos DB Sync Java SDK v2https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips-java
Improve performance with Cosmos DB Java SDK v4https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips-java-sdk-v4
Optimize Azure Cosmos DB Python SDK performancehttps://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips-python-sdk
Optimize query performance with Cosmos DB SDKshttps://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips-query-sdk
Monitor and tune Cosmos DB for PostgreSQL clustershttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-monitoring
Monitor multi-tenant workloads in Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-multi-tenant-monitoring
Performance tuning for distributed PostgreSQL workloadshttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-performance-tuning
Optimize pgvector performance on Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-optimize-performance-pgvector
Understand and use Azure Cosmos DB SQL query metricshttps://learn.microsoft.com/en-us/azure/cosmos-db/query-metrics
Understand and optimize Request Units in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/request-units
Best practices for scaling Cosmos DB provisioned throughputhttps://learn.microsoft.com/en-us/azure/cosmos-db/scaling-provisioned-throughput-best-practices
Design and use synthetic partition keys in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/synthetic-partition-keys
Control throughput in Cosmos DB Spark connectorhttps://learn.microsoft.com/en-us/azure/cosmos-db/throughput-control-spark
Bulk import data into Cosmos DB for NoSQL with .NET SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/tutorial-dotnet-bulk-import
Apply background indexing best practices in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/background-indexing
Apply cross-region replication and DR best practices in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/cross-region-replication
Implement HA and cross-region replication best practices in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/high-availability-replication-best-practices
Use indexing best practices for Azure DocumentDB collectionshttps://learn.microsoft.com/en-us/azure/documentdb/how-to-create-indexes
Optimize Azure DocumentDB queries using Index Advisorhttps://learn.microsoft.com/en-us/azure/documentdb/index-advisor
Optimize performance for Azure Cassandra managed instanceshttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/best-practice-performance
Apply HA and DR best practices for Cassandra managed instanceshttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/resilient-applications
Use write-through cache to improve Cassandra managed instance performancehttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/write-through-cache

Decision Making

TopicURL
Choose analytics and BI options for Cosmos DB datahttps://learn.microsoft.com/en-us/azure/cosmos-db/analytics-and-business-intelligence-overview
Apply Cosmos DB near real-time analytics to key use caseshttps://learn.microsoft.com/en-us/azure/cosmos-db/analytics-and-business-intelligence-use-cases
Map Cassandra consistency levels to Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/consistency-mapping
Migrate on-premises Cassandra data to Cosmos DB Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/migrate-data
Migrate Apache Cassandra data to Cosmos DB Cassandra using Databrickshttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/migrate-data-databricks
Live-migrate Apache Cassandra to Cosmos DB Cassandra with dual-writehttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/migrate-data-dual-write-proxy
Choose scaling options for Cosmos DB Cassandra accountshttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/scale-account-throughput
Evaluate Cassandra feature support in Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/support
Select appropriate change feed mode for Cosmos DB workloadshttps://learn.microsoft.com/en-us/azure/cosmos-db/change-feed-modes
Choose appropriate consistency levels in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/consistency-levels
Estimate Cosmos DB RU/s from existing vCoreshttps://learn.microsoft.com/en-us/azure/cosmos-db/convert-vcore-to-request-unit
Decide when to use Azure Cosmos DB dedicated gatewayhttps://learn.microsoft.com/en-us/azure/cosmos-db/dedicated-gateway
Choose and implement data migration from DynamoDB to Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/dynamodb-data-migration-cosmos-db
Estimate Cosmos DB RU/s and cost with capacity plannerhttps://learn.microsoft.com/en-us/azure/cosmos-db/estimate-ru-with-capacity-planner
Use Fleet Analytics to monitor Cosmos DB usage and costshttps://learn.microsoft.com/en-us/azure/cosmos-db/fleet-analytics
Choose between kNN and ANN for Cosmos DB vector searchhttps://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/knn-vs-ann
Choose between manual and autoscale throughput in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-choose-offer
Migrate from .NET bulk executor to SDK v3 bulkhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-migrate-from-bulk-executor-library
Migrate from Java bulk executor to SDK v4 bulkhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-migrate-from-bulk-executor-library-java
Migrate from legacy change feed processor library to Cosmos DB .NET V3https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-migrate-from-change-feed-library
Migrate from Cosmos DB Kafka connector V1 to V2https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-migrate-from-kafka-connector-v1-to-v2
Use Azure Cosmos DB integrated cache for cost and latencyhttps://learn.microsoft.com/en-us/azure/cosmos-db/integrated-cache
Plan and execute large-scale data migration to Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/migrate
Migrate Cosmos DB from periodic to continuous backuphttps://learn.microsoft.com/en-us/azure/cosmos-db/migrate-continuous-backup
Upgrade applications to Azure Cosmos DB .NET SDK v2https://learn.microsoft.com/en-us/azure/cosmos-db/migrate-dotnet-v2
Upgrade applications to Azure Cosmos DB .NET SDK v3https://learn.microsoft.com/en-us/azure/cosmos-db/migrate-dotnet-v3
Upgrade applications to Azure Cosmos DB Java SDK v4https://learn.microsoft.com/en-us/azure/cosmos-db/migrate-java-v4-sdk
Migrate one-to-few relational data models to Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/migrate-relational-data
Choose between Cosmos DB for MongoDB and Atlashttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/compare-mongodb-atlas
Evaluate benefits of upgrading to Cosmos DB MongoDB 4.0+https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/compression-cost-savings
Map MongoDB consistency to Cosmos DB levelshttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/consistency-mapping
Estimate RU throughput and cost for Cosmos MongoDBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/estimate-ru-capacity-planner
Migrate from Cosmos MongoDB API to Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-migrate-documentdb
Upgrade Cosmos DB MongoDB API version safelyhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/upgrade-version
Use multi-region writes for high availability in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/multi-region-writes
Plan Cosmos DB network bandwidth usage and costshttps://learn.microsoft.com/en-us/azure/cosmos-db/network-bandwidth
Choose and use Cosmos DB backup modeshttps://learn.microsoft.com/en-us/azure/cosmos-db/online-backup-and-restore
Decide when to use burstable computehttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-burstable-compute
Choose initial Cosmos DB for PostgreSQL cluster sizehttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-scale-initial
Select shard count for Cosmos DB for PostgreSQL tableshttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-shard-count
Classify workloads for Cosmos DB PostgreSQL scalinghttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-build-scalable-apps-classify
Understand pricing and cost options for Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/resources-pricing
Choose and use Cosmos DB serverless accountshttps://learn.microsoft.com/en-us/azure/cosmos-db/serverless
Decide between Cosmos DB Table and Azure Table Storagehttps://learn.microsoft.com/en-us/azure/cosmos-db/table/support
Decide between provisioned throughput and serverless in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/throughput-serverless
Choose Azure first-party services for MongoDB workloadshttps://learn.microsoft.com/en-us/azure/documentdb/azure-mongo-first-party
Choose between Azure DocumentDB and MongoDB Atlashttps://learn.microsoft.com/en-us/azure/documentdb/compare-mongodb-atlas
Choose and configure high performance storage for DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/high-performance-storage
Assess MongoDB workloads and plan migration to Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/how-to-assess-plan-migration-readiness
Evaluate MongoDB compatibility across managed services including DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/managed-service-compatibility
Choose offline or online MongoDB migration to Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/migration-options
Select offline or online MongoDB migration path to Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/migration-options

Architecture & Design Patterns

TopicURL
Implement AI agents and memory solutions with Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/ai-agents
Understand and use Cosmos DB analytical storehttps://learn.microsoft.com/en-us/azure/cosmos-db/analytical-store-introduction
Choose Cosmos DB change feed design patterns and trade-offshttps://learn.microsoft.com/en-us/azure/cosmos-db/change-feed-design-patterns
Use Cosmos DB change feed for real-time e-commerce analyticshttps://learn.microsoft.com/en-us/azure/cosmos-db/changefeed-ecommerce-solution
Design multitenant applications with Azure Cosmos DB fleetshttps://learn.microsoft.com/en-us/azure/cosmos-db/fleet
Design agent memory patterns using Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/agentic-memories
Model AI knowledge graphs on Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/cosmos-ai-graph
Design semantic cache for LLMs using Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/semantic-cache
Architect multitenant generative AI apps on Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/multi-tenancy-vector-search
Design for AZ outage resiliency in Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-availability-zones
Design colocated tables in Azure Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-colocation
High availability and DR for Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-high-availability
Learn node and table types in Cosmos DB PostgreSQL clustershttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-nodes
Use read replicas in Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-read-replicas
Understand sharding models in Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-sharding-models
Determine application type for distributed data modelinghttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-app-type
Choose distribution columns for Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-choose-distribution-column
Understand scaling concepts in Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-build-scalable-apps-concepts
Model high-throughput transactional apps on Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-build-scalable-apps-model-high-throughput
Model scalable multi-tenant apps on Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-build-scalable-apps-model-multi-tenant
Model real-time analytics apps on Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-build-scalable-apps-model-real-time
Design microservices architectures on Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/tutorial-design-database-microservices
Design a scalable multi-tenant database on Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/tutorial-design-database-multi-tenant
Design real-time dashboards on Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/tutorial-design-database-realtime
Implement reverse ETL patterns with Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/reverse-extract-transform-load
Build serverless apps with Azure Functions and Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/serverless-computing-database
Apply Cosmos DB social media data modeling patternshttps://learn.microsoft.com/en-us/azure/cosmos-db/social-media-apps
Use Synapse Link HTAP architecture with Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/synapse-link
Use Cosmos DB as an integrated vector databasehttps://learn.microsoft.com/en-us/azure/cosmos-db/vector-database
Use autoscale for variable workloads in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/autoscale
Learn Azure DocumentDB availability and DR internalshttps://learn.microsoft.com/en-us/azure/documentdb/availability-disaster-recovery-under-hood
Understand in-region high availability design in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/high-availability
Design sharding strategy for Azure DocumentDB collectionshttps://learn.microsoft.com/en-us/azure/documentdb/partitioning
Design a Go-based AI agent using DocumentDB vector searchhttps://learn.microsoft.com/en-us/azure/documentdb/quickstart-agent-go
Implement RAG with Azure DocumentDB, LangChain, and OpenAIhttps://learn.microsoft.com/en-us/azure/documentdb/rag
Design an AI advertisement generator with DocumentDB and OpenAIhttps://learn.microsoft.com/en-us/azure/documentdb/tutorial-ai-advertisement-generation
Architect an AI travel agent with LangChain and DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/tutorial-ai-agent
Design dual-write Spark migration to Cassandra managed instanceshttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/dual-write-proxy-migration
Architect Spark-based migrations to Cassandra managed instanceshttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/spark-migration

Limits & Quotas

TopicURL
Autoscale throughput limits and behaviors in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/autoscale-faq
Use burst capacity and understand RU limits in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/burst-capacity
FAQ on Cosmos DB burst capacity limits and behaviorhttps://learn.microsoft.com/en-us/azure/cosmos-db/burst-capacity-faq
Review FAQs and limits for Cosmos DB Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/faq
Azure Cosmos DB service quotas and default limitshttps://learn.microsoft.com/en-us/azure/cosmos-db/concepts-limits
FAQ on Cosmos DB continuous backup and PITR limitshttps://learn.microsoft.com/en-us/azure/cosmos-db/continuous-backup-restore-frequently-asked-questions
Understand limits and pricing for Cosmos DB continuous backuphttps://learn.microsoft.com/en-us/azure/cosmos-db/continuous-backup-restore-introduction
FAQ on Cosmos DB throughput redistribution limitshttps://learn.microsoft.com/en-us/azure/cosmos-db/distribute-throughput-across-partitions-faq
FAQ on Azure Cosmos DB fleets, fleetspaces, and accountshttps://learn.microsoft.com/en-us/azure/cosmos-db/fleet-faq
Manage throughput pools in Azure Cosmos DB fleetshttps://learn.microsoft.com/en-us/azure/cosmos-db/fleet-pools
Use Cosmos DB lifetime free tier limits effectivelyhttps://learn.microsoft.com/en-us/azure/cosmos-db/free-tier
Understand and use Cosmos DB global secondary indexes (preview)https://learn.microsoft.com/en-us/azure/cosmos-db/global-secondary-indexes
Runtime limits for Cosmos DB Gremlin enginehttps://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/limits
Alert on Cosmos DB logical partition 20 GB limithttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-alert-on-logical-partition-key-storage-size
Manage Cosmos DB accounts and understand control plane limitshttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-manage-database-account
Understand limits and behavior of Cosmos DB integrated cachehttps://learn.microsoft.com/en-us/azure/cosmos-db/integrated-cache-faq
Request unit charges for key-value operations in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/key-value-store-cost
Migrate nonpartitioned Cosmos DB containers to partitionedhttps://learn.microsoft.com/en-us/azure/cosmos-db/migrate-containers-partitioned-to-nonpartitioned
Set periodic backup interval and retention limitshttps://learn.microsoft.com/en-us/azure/cosmos-db/periodic-backup-modify-interval-retention
Change vCore compute quotas for Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-compute-quota
Cluster limits and constraints in Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-limits
Supported PostgreSQL versions in Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-versions
Compute and storage options for Cosmos DB for PostgreSQL clustershttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/resources-compute
Regional and AZ availability for Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/resources-regions
FAQ on Cosmos DB priority-based execution limitshttps://learn.microsoft.com/en-us/azure/cosmos-db/priority-based-execution-faq
Serverless performance characteristics and limits in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/serverless-performance
FAQ for Azure Cosmos DB for Tablehttps://learn.microsoft.com/en-us/azure/cosmos-db/table/faq
FAQ on Cosmos DB throughput bucket limits and behaviorhttps://learn.microsoft.com/en-us/azure/cosmos-db/throughput-buckets-faq
Configure and use change streams in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/change-streams
Review MongoDB feature compatibility limits in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/compatibility-features
Check MQL compatibility across MongoDB versions in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/compatibility-query-language
Understand Azure DocumentDB Free Tier limits and usagehttps://learn.microsoft.com/en-us/azure/documentdb/free-tier
Use diagnostic logs for Azure DocumentDB with tier-based availabilityhttps://learn.microsoft.com/en-us/azure/documentdb/how-to-monitor-diagnostics-logs
Configure and understand indexing behavior in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/indexing
Reference Azure DocumentDB service limits and quotashttps://learn.microsoft.com/en-us/azure/documentdb/limitations
Document size and batch write limits in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/max-document-size
Review limits and configuration FAQs for Cassandra managed instanceshttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/faq

Security

TopicURL
Use managed identity for Cosmos DB access to Key Vaulthttps://learn.microsoft.com/en-us/azure/cosmos-db/access-key-vault-managed-identity
Configure private endpoints for Cosmos DB analytical storehttps://learn.microsoft.com/en-us/azure/cosmos-db/analytical-store-private-endpoints
Audit Cosmos DB control plane operations with logshttps://learn.microsoft.com/en-us/azure/cosmos-db/audit-control-plane-logs
Configure RBAC permissions for Cosmos DB continuous backup restorehttps://learn.microsoft.com/en-us/azure/cosmos-db/continuous-backup-restore-permissions
Configure Cosmos DB to meet data residency requirementshttps://learn.microsoft.com/en-us/azure/cosmos-db/data-residency
Use Microsoft Defender threat protection for Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/defender-for-cosmos-db
Configure Dynamic Data Masking in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/dynamic-data-masking
Secure Azure Cosmos DB for Gremlin accountshttps://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/security
Add and assign Cosmos DB RBAC user roleshttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-add-assign-user-roles
Use Always Encrypted client-side encryption in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-always-encrypted
Configure CORS settings for Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-cross-origin-resource-sharing
Configure IP firewall rules for Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-firewall
Secure Cosmos DB with Network Security Perimeterhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-nsp
Configure Azure Private Link for Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-private-endpoints
Set up Cosmos DB virtual network accesshttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-vnet-service-endpoint
Configure Entra ID RBAC access for Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-connect-role-based-access-control
Rotate primary and secondary keys in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-rotate-keys
Configure cross-tenant CMK encryption for Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-setup-cross-tenant-customer-managed-keys
Configure customer-managed keys with Key Vault for Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-setup-customer-managed-keys
Enable customer-managed keys on existing Cosmos DB accountshttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-setup-customer-managed-keys-existing-accounts
Configure CMK for Cosmos DB with Azure Managed HSMhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-setup-customer-managed-keys-mhsm
Authenticate Spark to Cosmos DB with service principalhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-spark-service-principal
Configure RBAC for Cosmos DB for MongoDBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-setup-role-based-access-control
Understand RBAC roles in Cosmos DB for MongoDBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/role-based-access-control
Apply Azure Policy governance to Cosmos DB resourceshttps://learn.microsoft.com/en-us/azure/cosmos-db/policy
Use built-in Azure Policy definitions for Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/policy-reference
Configure PostgreSQL and Entra ID authenticationhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-authentication
Use customer-managed keys with Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-customer-managed-keys
Configure public network access for Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-firewall-rules
Set up private access for Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-private-access
Implement row-level security for multi-tenant clustershttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-row-level-security
Configure Entra ID and PostgreSQL roles for authenticationhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/how-to-configure-authentication
Configure customer-managed key encryption for Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/how-to-customer-managed-keys
Enable and configure pgAudit logginghttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/how-to-enable-audit
Configure firewall rules for Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-manage-firewall-using-portal
Enable private access with Private Link for Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-private-access
Configure TLS connection security for Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-ssl-connection-security
Create Cosmos DB PostgreSQL cluster with private accesshttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/tutorial-private-access
Reference for Cosmos DB data plane RBAC roleshttps://learn.microsoft.com/en-us/azure/cosmos-db/reference-data-plane-security
Reference for Cosmos DB data plane RBAC roleshttps://learn.microsoft.com/en-us/azure/cosmos-db/reference-data-plane-security
Protect Cosmos DB resources with Azure lockshttps://learn.microsoft.com/en-us/azure/cosmos-db/resource-locks
Review Cosmos DB Azure Policy compliance controlshttps://learn.microsoft.com/en-us/azure/cosmos-db/security-controls-policy
Enforce minimum TLS version for Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/self-serve-minimum-tls-enforcement
Store Cosmos DB credentials securely in Azure Key Vaulthttps://learn.microsoft.com/en-us/azure/cosmos-db/store-credentials-key-vault
Configure Entra ID RBAC for Cosmos DB Tablehttps://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-connect-role-based-access-control
Configure Entra ID RBAC for Cosmos DB Tablehttps://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-connect-role-based-access-control
Configure Entra ID RBAC for Cosmos DB Tablehttps://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-connect-role-based-access-control
Configure Entra ID RBAC for Cosmos DB Tablehttps://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-connect-role-based-access-control
Use data plane RBAC roles in Cosmos DB Tablehttps://learn.microsoft.com/en-us/azure/cosmos-db/table/reference-data-plane-security
Use data plane RBAC roles in Cosmos DB Tablehttps://learn.microsoft.com/en-us/azure/cosmos-db/table/reference-data-plane-security
Prepare Cosmos DB accounts for TLS 1.3https://learn.microsoft.com/en-us/azure/cosmos-db/tls-support
Configure Azure DocumentDB firewall rules and accesshttps://learn.microsoft.com/en-us/azure/documentdb/how-to-configure-firewall
Configure Entra ID RBAC for Azure DocumentDB accesshttps://learn.microsoft.com/en-us/azure/documentdb/how-to-connect-role-based-access-control
Configure customer-managed keys for Azure DocumentDB encryptionhttps://learn.microsoft.com/en-us/azure/documentdb/how-to-data-encryption
Use Azure Private Link with Azure DocumentDB securelyhttps://learn.microsoft.com/en-us/azure/documentdb/how-to-private-link
Enable and manage public access to Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/how-to-public-access
Filter document fields by access with $redact in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$redact
Manage secondary native users and privileges in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/secondary-users
Secure Azure DocumentDB clusters with network and data controlshttps://learn.microsoft.com/en-us/azure/documentdb/security
Assign Cosmos DB service principal roles for Cassandra managed instanceshttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/add-service-principal
Configure customer-managed keys for Cassandra managed instanceshttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/customer-managed-keys
Enable LDAP authentication for Cassandra managed instance clustershttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/ldap
Secure Cassandra managed instances with VPN and routing ruleshttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/use-vpn

Configuration

TopicURL
Audit Cosmos DB point-in-time restore operationshttps://learn.microsoft.com/en-us/azure/cosmos-db/audit-restore-continuous
Deploy and configure Azure Cosmos DB with Bicephttps://learn.microsoft.com/en-us/azure/cosmos-db/bicep-samples
Retrieve RU charge for Cassandra API querieshttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/find-request-unit-charge
Configure provisioned and autoscale throughput for Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/how-to-provision-throughput
Deploy and configure Cassandra API accounts with Bicephttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/manage-with-bicep
Configure monitoring and insights for Cosmos DB Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/monitor-insights
Use tokens and token() function in Cosmos DB Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/tokens
Change the partition key of a Cosmos DB containerhttps://learn.microsoft.com/en-us/azure/cosmos-db/change-partition-key
Configure and run Synapse Link on Cosmos DB accountshttps://learn.microsoft.com/en-us/azure/cosmos-db/configure-synapse-link
Configure Cosmos DB container copy jobs for data migrationhttps://learn.microsoft.com/en-us/azure/cosmos-db/container-copy
Understand Cosmos DB resource model for point-in-time restorehttps://learn.microsoft.com/en-us/azure/cosmos-db/continuous-backup-restore-resource-model
Configure Azure Monitor alerts for Cosmos DB resourceshttps://learn.microsoft.com/en-us/azure/cosmos-db/create-alerts
Use keyboard shortcuts in Cosmos DB Data Explorerhttps://learn.microsoft.com/en-us/azure/cosmos-db/data-explorer-shortcuts
Configure and use Azure Cosmos DB local emulatorhttps://learn.microsoft.com/en-us/azure/cosmos-db/emulator
Run Azure Cosmos DB Linux-based emulator containerhttps://learn.microsoft.com/en-us/azure/cosmos-db/emulator-linux
Control Cosmos DB Windows emulator via CLI and PowerShellhttps://learn.microsoft.com/en-us/azure/cosmos-db/emulator-windows-arguments
Retrieve request unit charges for Cosmos DB querieshttps://learn.microsoft.com/en-us/azure/cosmos-db/find-request-unit-charge
Reference schema for Azure Cosmos DB Fleet Analytics tableshttps://learn.microsoft.com/en-us/azure/cosmos-db/fleet-analytics-schema-reference
Configure and use full-text search in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/full-text-search
Configure hybrid vector and full-text search in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/hybrid-search
Configure Sharded DiskANN vector indexes in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/sharded-diskann
Reference stopwords for Cosmos DB full-text searchhttps://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/stopwords
Interpret Cosmos DB Gremlin response headershttps://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/headers
Use execution profile in Cosmos DB Gremlinhttps://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/reference-execution-profile
Change Cosmos DB from serverless to provisioned throughputhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-change-capacity-mode
Configure advanced settings for Cosmos DB Azure Functions triggerhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-cosmos-db-trigger
Configure Cosmos DB global secondary indexes to optimize querieshttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-global-secondary-indexes
Configure Azure Cosmos DB integrated cache and gatewayhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-integrated-cache
Enable and configure Per Partition Automatic Failover in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-per-partition-automatic-failover
Configure Cosmos DB containers, partition keys, and throughputhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-create-container
Create and configure Azure Cosmos DB fleets and fleetspaceshttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-create-fleet
Configure multiple independent Cosmos DB triggers in Azure Functionshttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-create-multiple-cosmos-db-triggers
Define unique key constraints on Cosmos DB containershttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-define-unique-keys
Use Azure Cosmos DB emulator for local development and CIhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-develop-emulator
Enable Azure Cosmos DB Fleet Analytics in Fabrichttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-enable-fleet-analytics
Index and query GeoJSON geospatial data in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-geospatial-index-query
Manage multi-region conflict resolution in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-manage-conflicts
Configure and override Cosmos DB consistency levelshttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-manage-consistency
Manage Cosmos DB indexing policies via SDKshttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-manage-indexing-policy
Configure Cosmos DB multi-region writes in SDKshttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-multi-master
Enable and configure autoscale throughput in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-provision-autoscale-throughput
Provision container-level throughput in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-provision-container-throughput
Provision database-level throughput in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-provision-database-throughput
Restore deleted Cosmos DB containers or databases in same accounthttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-restore-in-account-continuous-backup
Configure time to live (TTL) for Cosmos DB containers and itemshttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-time-to-live
Monitor Cosmos DB change feed processor with the estimatorhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-use-change-feed-estimator
Configure indexing policies in Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/index-policy
Configure account-level throughput limits in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/limit-total-account-throughput
Provision Cosmos DB NoSQL with Bicep templateshttps://learn.microsoft.com/en-us/azure/cosmos-db/manage-with-bicep
Deploy Cosmos DB NoSQL using ARM templateshttps://learn.microsoft.com/en-us/azure/cosmos-db/manage-with-templates
Create Cosmos DB NoSQL resources with Terraformhttps://learn.microsoft.com/en-us/azure/cosmos-db/manage-with-terraform
Configure and manage Azure Cosmos DB partition mergeshttps://learn.microsoft.com/en-us/azure/cosmos-db/merge
Retrieve RU charges for Cosmos MongoDB operationshttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/find-request-unit-charge
Configure capabilities on Cosmos DB MongoDB accountshttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-configure-capabilities
Configure multi-region writes in Cosmos DB MongoDBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-configure-multi-region-write
Create and configure Cosmos DB MongoDB collectionshttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-create-container
Configure throughput for Cosmos DB MongoDB resourceshttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-provision-throughput
Manage Cosmos DB for MongoDB using Bicephttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/manage-with-bicep
Deploy Cosmos DB for MongoDB with ARM templateshttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/resource-manager-template-samples
Configure per-document TTL in Cosmos MongoDBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/time-to-live
Reference for Cosmos DB monitoring metrics and logshttps://learn.microsoft.com/en-us/azure/cosmos-db/monitor-reference
Configure diagnostic settings and resource logs for Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/monitor-resource-logs
Configure redundancy for periodic backup storagehttps://learn.microsoft.com/en-us/azure/cosmos-db/periodic-backup-storage-redundancy
Configure periodic backup storage redundancy optionshttps://learn.microsoft.com/en-us/azure/cosmos-db/periodic-backup-update-storage-redundancy
Configure columnar table storage and compressionhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-columnar
Configure PgBouncer connection pooling for Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-connection-pool
Use DNS names and connection strings for cluster nodeshttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-node-domain-name
Configure metric alerts for Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-alert-on-metric
Configure availability zones for Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-availability-zones
Configure high availability for Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-high-availability
Access and use logs for Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-logging
Create and modify distributed tables with SQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-modify-distributed-tables
Monitor tenant statistics with multi-tenant monitoringhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-monitor-tenant-stats
View and interpret Cosmos DB PostgreSQL metricshttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-monitoring
Manage read replicas in Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-read-replicas-portal
Restore Cosmos DB for PostgreSQL clusters via Azure portalhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-restore-portal
Configure Cosmos DB for PostgreSQL cluster resourceshttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-scale-grow
Rebalance shards in Cosmos DB for PostgreSQL clustershttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-scale-rebalance
Provision Cosmos DB PostgreSQL clusters using Bicephttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-create-bicep
Distribute tables across nodes in Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-distribute-tables
Use PostgreSQL extensions in Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-extensions
Server parameter reference for Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-parameters
Shard data across worker nodes in Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/tutorial-shard
Configure priority-based request execution in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/priority-based-execution
Provision Cosmos DB accounts with continuous backup and PITRhttps://learn.microsoft.com/en-us/azure/cosmos-db/provision-account-continuous-backup
Configure autoscale throughput for Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/provision-throughput-autoscale
Retrieve SQL query performance metrics with .NET SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/query-metrics-performance
Get Cosmos DB query metrics using Python SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/query-metrics-performance-python
Provision Cosmos DB database and container with Bicephttps://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-template-bicep
Provision Cosmos DB database and container with ARM templateshttps://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-template-json
Provision Cosmos DB database and container using Terraformhttps://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-terraform
Restore Cosmos DB accounts using continuous backuphttps://learn.microsoft.com/en-us/azure/cosmos-db/restore-account-continuous-backup
Restore deleted Cosmos DB resources in same account with continuous backuphttps://learn.microsoft.com/en-us/azure/cosmos-db/restore-in-account-continuous-backup-introduction
Configure same-account point-in-time restore resourceshttps://learn.microsoft.com/en-us/azure/cosmos-db/restore-in-account-continuous-backup-resource-model
Provision Azure Cosmos DB for NoSQL using Terraformhttps://learn.microsoft.com/en-us/azure/cosmos-db/samples-terraform
Configure Cosmos DB SDK observability with OpenTelemetryhttps://learn.microsoft.com/en-us/azure/cosmos-db/sdk-observability
Retrieve RU charges for Cosmos DB Table querieshttps://learn.microsoft.com/en-us/azure/cosmos-db/table/find-request-unit-charge
Configure Cosmos DB Table containers via portal and SDKshttps://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-create-container
Provision Azure Cosmos DB Table accounts with Bicephttps://learn.microsoft.com/en-us/azure/cosmos-db/table/manage-with-bicep
Configure global distribution for Cosmos DB for Tablehttps://learn.microsoft.com/en-us/azure/cosmos-db/table/tutorial-global-distribution
Configure throughput buckets for shared Cosmos DB workloadshttps://learn.microsoft.com/en-us/azure/cosmos-db/throughput-buckets
Configure time-to-live (TTL) expiration in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/time-to-live
Tune connection configuration for Cosmos DB Java SDK v4https://learn.microsoft.com/en-us/azure/cosmos-db/tune-connection-configurations-java-sdk-v4
Tune connection configuration for Cosmos DB .NET SDK v3https://learn.microsoft.com/en-us/azure/cosmos-db/tune-connection-configurations-net-sdk-v3
Configure log transformations for Cosmos DB workspace datahttps://learn.microsoft.com/en-us/azure/cosmos-db/tutorial-log-transformation
Define and use unique key policies in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/unique-keys
Configure compute and storage options for DocumentDB clustershttps://learn.microsoft.com/en-us/azure/documentdb/compute-storage
Configure compute and storage for Azure DocumentDB clustershttps://learn.microsoft.com/en-us/azure/documentdb/compute-storage
Use Exact Nearest Neighbor vector search in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/enn-vector-search
Configure full-text search indexes in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/full-text-search
Use half-precision vectors in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/half-precision
Configure and manage Azure DocumentDB replication settingshttps://learn.microsoft.com/en-us/azure/documentdb/how-to-cluster-replica
Scale and configure Azure DocumentDB clusters and HAhttps://learn.microsoft.com/en-us/azure/documentdb/how-to-scale-cluster
Configure hybrid vector and full-text search in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/hybrid-search
Configure product quantization for vector search in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/product-quantization
Configure and use integrated vector store in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/vector-search
Configure hybrid Cassandra clusters using Azure CLIhttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/configure-hybrid-cluster-cli
Create and scale Cassandra managed clusters with CLIhttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/create-cluster-cli
Configure multi-region Cassandra managed clusters via CLIhttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/create-multi-region-cluster
Run nodetool and SSTable DBA commands on Cassandra managed instanceshttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/dba-commands
Automate Cassandra managed instance resource management with CLIhttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/manage-resources-cli
Enable and configure materialized views in Cassandra managed instanceshttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/materialized-views
Configure Azure Monitor metrics and logs for Cassandra managed instanceshttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/monitor-clusters
Configure required outbound network rules for Cassandra managed instanceshttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/network-rules

Integrations & Coding Patterns

TopicURL
Use Azure CLI samples for Cosmos DB Cassandra managementhttps://github.com/azure-samples/azure-cli-samples/tree/master/cosmosdb/cassandra
Use PowerShell samples to manage Cosmos DB Cassandra resourceshttps://github.com/azure/azure-docs-powershell-samples/tree/master/cosmosdb/cassandra
Consume change data capture feed from Cosmos DB analytical storehttps://learn.microsoft.com/en-us/azure/cosmos-db/analytical-store-change-data-capture
Use .NET bulk executor library for Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/bulk-executor-dotnet
Use Java bulk support in Cosmos DB SDK v4https://learn.microsoft.com/en-us/azure/cosmos-db/bulk-executor-java
Perform bulk operations with Cosmos DB JavaScript SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/bulk-executor-nodejs
Integrate Spring Data Cassandra with Cosmos DB Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/access-data-spring-data-app
Consume change feed from Cosmos DB Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/change-feed
Configure Spark to access Cosmos DB Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/connect-spark-configuration
Provision Cosmos DB Cassandra resources from Java applicationshttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/create-account-java
Run Glowroot APM with Cosmos DB Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/glowroot
Ingest Kafka data into Cosmos DB Cassandra using Kafka Connecthttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/kafka-connect
Load data into Cosmos DB Cassandra tables using Javahttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/load-data-table
Migrate Oracle data to Cosmos DB Cassandra using Striimhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/migrate-data-striim
Migrate Oracle to Cosmos DB Cassandra using Arcionhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/oracle-migrate-cosmos-db-arcion
Sync PostgreSQL to Cosmos DB Cassandra using Kafka Connecthttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/postgres-migrate-cosmos-db-kafka
Query Cosmos DB Cassandra data from Java applicationshttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/query-data
Connect .NET applications to Cosmos DB Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/quickstart-dotnet
Connect Go applications to Cosmos DB Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/quickstart-go
Connect Java applications to Cosmos DB Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/quickstart-java
Connect Node.js apps to Cosmos DB Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/quickstart-nodejs
Connect Python apps to Cosmos DB Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/quickstart-python
Run aggregation queries on Cosmos DB Cassandra via Sparkhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-aggregation-operations
Insert data into Cosmos DB Cassandra tables from Sparkhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-create-operations
Use Azure Databricks Spark with Cosmos DB Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-databricks
Perform Cassandra DDL operations from Spark against Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-ddl-operations
Delete data in Cosmos DB Cassandra tables from Sparkhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-delete-operation
Connect HDInsight Spark on YARN to Cosmos DB Cassandra APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-hdinsight
Read Cosmos DB Cassandra table data using Sparkhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-read-operation
Copy tables in Cosmos DB Cassandra using Sparkhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-table-copy-operations
Upsert data into Cosmos DB Cassandra from Sparkhttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-upsert-operations
Trigger Azure Functions from Cosmos DB change feed eventshttps://learn.microsoft.com/en-us/azure/cosmos-db/change-feed-functions
Implement Cosmos DB change feed processor with .NET and Javahttps://learn.microsoft.com/en-us/azure/cosmos-db/change-feed-processor
Consume Cosmos DB change feed using the pull modelhttps://learn.microsoft.com/en-us/azure/cosmos-db/change-feed-pull-model
Process Cosmos DB change feed at scale with Apache Sparkhttps://learn.microsoft.com/en-us/azure/cosmos-db/change-feed-spark
Integrate Cosmos DB Java SDK metrics with Micrometerhttps://learn.microsoft.com/en-us/azure/cosmos-db/client-metrics-java
Migrate Java applications from Couchbase to Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/couchbase-cosmos-migration
Migrate .NET applications from Amazon DynamoDB to Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/dynamo-to-cosmos
Index Blob and SharePoint documents into Cosmos DB for searchhttps://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/document-indexer
Integrate Cosmos DB with Semantic Kernel, LangChain, LlamaIndexhttps://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/integrations
Integrate AI agents with Cosmos DB via MCP Toolkithttps://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/model-context-protocol-toolkit
Build a RAG chatbot with Cosmos DB vector searchhttps://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/rag-chatbot
Apply Semantic Reranker to Cosmos DB query resultshttps://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/semantic-reranker
Retrieve latest restorable timestamp for Cosmos DB continuous backuphttps://learn.microsoft.com/en-us/azure/cosmos-db/get-latest-restore-timestamp
Enable CDC in analytical store and integrate with Data Factoryhttps://learn.microsoft.com/en-us/azure/cosmos-db/get-started-change-data-capture
Access Cosmos DB Gremlin system document propertieshttps://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/access-system-properties
Execute Gremlin graph queries in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/how-to-write-queries
Integrate Cosmos DB Gremlin with partner toolshttps://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/partner-tools-services
Use TinkerPop Gremlin features with Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/support
Convert Cosmos DB .NET session token formatshttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-convert-session-token
Delete Cosmos DB items by partition key using SDKshttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-delete-by-partition-key
Create Cosmos DB containers using .NET SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-create-container
Create Cosmos DB databases programmatically with .NEThttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-create-database
Create and upsert Cosmos DB items with .NEThttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-create-item
Connect to Cosmos DB for NoSQL using .NET SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-get-started
Query Cosmos DB items using .NET SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-query-items
Read Cosmos DB items using .NET point readshttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-read-item
Index and query vector data in Cosmos DB with .NEThttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-vector-index-query
Build a Java app using Cosmos DB change feed processorhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-java-change-feed
Index and query vector data in Cosmos DB with Javahttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-java-vector-index-query
Create Cosmos DB containers using JavaScript SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-javascript-create-container
Create Cosmos DB databases with JavaScript SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-javascript-create-database
Create Cosmos DB items using JavaScript SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-javascript-create-item
Connect to Cosmos DB for NoSQL using JavaScript SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-javascript-get-started
Query Cosmos DB items using JavaScript SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-javascript-query-items
Index and query vector data in Cosmos DB with JavaScripthttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-javascript-vector-index-query
Migrate data to Azure Cosmos DB using Data Migration Toolhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-migrate-desktop-tool
Create Cosmos DB containers using Python SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-python-create-container
Create Cosmos DB databases with Python SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-python-create-database
Connect to Cosmos DB for NoSQL using Python SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-python-get-started
Index and query vector data in Cosmos DB with Pythonhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-python-vector-index-query
Call Cosmos DB stored procedures, triggers, and UDFs from SDKshttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-use-stored-procedures-triggers-udfs
Write Cosmos DB stored procedures using JavaScript Query APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-write-javascript-query-api
Define Cosmos DB stored procedures, triggers, and UDFs in JavaScripthttps://learn.microsoft.com/en-us/azure/cosmos-db/how-to-write-stored-procedures-triggers-udfs
Visualize Synapse Link-enabled Cosmos DB data with Power BIhttps://learn.microsoft.com/en-us/azure/cosmos-db/integrated-power-bi-synapse-link
Use JavaScript integrated query API in Cosmos DB server-side codehttps://learn.microsoft.com/en-us/azure/cosmos-db/javascript-query-api
Integrate Azure Cosmos DB with Kafka Connect for data streaminghttps://learn.microsoft.com/en-us/azure/cosmos-db/kafka-connector
Configure Azure Cosmos DB Kafka sink connectorhttps://learn.microsoft.com/en-us/azure/cosmos-db/kafka-connector-sink
Configure Azure Cosmos DB Kafka sink connector V2https://learn.microsoft.com/en-us/azure/cosmos-db/kafka-connector-sink-v2
Configure Cosmos DB Kafka source connector for change feedhttps://learn.microsoft.com/en-us/azure/cosmos-db/kafka-connector-source
Configure Azure Cosmos DB Kafka source connector V2https://learn.microsoft.com/en-us/azure/cosmos-db/kafka-connector-source-v2
Use Kafka Connect V2 with Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/kafka-connector-v2
Use latest restorable timestamp API for Cosmos DB containershttps://learn.microsoft.com/en-us/azure/cosmos-db/latest-restore-timestamp-continuous-backup
Migrate Cosmos DB legacy metrics API to Azure Monitorhttps://learn.microsoft.com/en-us/azure/cosmos-db/legacy-migrate-az-monitor
Manage Cosmos DB NoSQL resources using Azure CLIhttps://learn.microsoft.com/en-us/azure/cosmos-db/manage-with-cli
Automate Cosmos DB NoSQL management with PowerShellhttps://learn.microsoft.com/en-us/azure/cosmos-db/manage-with-powershell
Use Striim to migrate Oracle data to Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/migrate-data-striim
Migrate data from Apache HBase to Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/migrate-hbase
Use MongoDB change streams with Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/change-streams
Connect MongoDB applications to Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/connect-account
Use MongoDB Compass with Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/connect-using-compass
Connect Studio 3T to Cosmos DB Mongo APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/connect-using-mongochef
Use Mongoose with Azure Cosmos DB for MongoDBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/connect-using-mongoose
Connect Robo 3T to Azure Cosmos DB Mongo APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/connect-using-robomongo
Use Cosmos DB-specific MongoDB extension commandshttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/custom-commands
Use MongoDB 3.2 features on Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-32
Use MongoDB 3.6 features on Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-36
Use MongoDB 4.0 features on Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-40
Use MongoDB 4.2 features on Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-42
Use MongoDB 5.0 features on Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-50
Use MongoDB 6.0 features on Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-60
Use MongoDB 7.0 features on Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-70
Connect .NET applications to Cosmos DB Mongo APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-dotnet-get-started
Manage Cosmos MongoDB collections using .NEThttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-dotnet-manage-collections
Manage Cosmos MongoDB databases using .NEThttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-dotnet-manage-databases
Manage Cosmos MongoDB documents using .NEThttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-dotnet-manage-documents
Query Cosmos MongoDB documents using .NEThttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-dotnet-manage-queries
Connect JavaScript apps to Cosmos DB Mongo APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-javascript-get-started
Manage Cosmos MongoDB collections with JavaScripthttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-javascript-manage-collections
Manage Cosmos MongoDB databases using JavaScripthttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-javascript-manage-databases
Manage Cosmos MongoDB documents with JavaScripthttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-javascript-manage-documents
Run MongoDB queries on Cosmos DB using JavaScripthttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-javascript-manage-queries
Connect Python apps to Cosmos DB Mongo APIhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-python-get-started
Manage Cosmos MongoDB databases using Pythonhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-python-manage-databases
Use MongoDB aggregation pipeline on Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-aggregation
Delete documents in Cosmos DB for MongoDBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-delete
Connect Angular/Node app to Cosmos DB MongoDB via Mongoosehttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-develop-nodejs-part-5
Insert documents into Cosmos DB for MongoDBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-insert
Run MongoDB queries against Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-query
Update documents in Cosmos DB for MongoDBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-update
Run multi-document transactions on Cosmos MongoDBhttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/use-multi-document-transactions
Integrate Azure Cosmos DB with BI tools using ODBC driverhttps://learn.microsoft.com/en-us/azure/cosmos-db/odbc-driver
Apply partial document updates (Patch API) in Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/partial-document-update
Implement partial document updates with Cosmos DB SDKshttps://learn.microsoft.com/en-us/azure/cosmos-db/partial-document-update-getting-started
Connect applications to Azure Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-connect
Ingest data via Azure Blob Storage staginghttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-ingest-azure-blob-storage
Use Azure Data Factory to ingest into Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-ingest-azure-data-factory
Real-time ingestion from Stream Analytics to Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-ingest-azure-stream-analytics
Enable and use pgvector on Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-use-pgvector
Use COPY command in Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-copy-command
SQL functions reference for Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-functions
System tables and metadata in Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-metadata
Use pg_azure_storage extension with Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-pg-azure-storage
Use .NET SDK to interact with Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-dotnet
Use Go SDK to interact with Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-go
Use Java SDK to interact with Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-java
Use Node.js SDK to interact with Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-nodejs
Use Python SDK to interact with Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-python
Use Rust SDK (preview) with Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-rust
Implement vector search in Cosmos DB with Node.jshttps://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-vector-store-nodejs
Use push and pull models to read Cosmos DB change feedhttps://learn.microsoft.com/en-us/azure/cosmos-db/read-change-feed
Query Azure Cosmos DB resources with Azure Resource Graphhttps://learn.microsoft.com/en-us/azure/cosmos-db/resource-graph-samples
Use Azure CLI samples for Cosmos DB for NoSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/samples-cli
Use Azure PowerShell samples for Cosmos DB for NoSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/samples-powershell
Use Azure Cosmos DB as ASP.NET session and cache storehttps://learn.microsoft.com/en-us/azure/cosmos-db/session-state-and-caching-provider
Insert items into Cosmos DB Table using .NEThttps://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-dotnet-create-item
Create Cosmos DB Table tables with .NEThttps://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-dotnet-create-table
Connect to Cosmos DB Table using .NET SDKhttps://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-dotnet-get-started
Read items from Cosmos DB Table using .NEThttps://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-dotnet-read-item
Query Azure Cosmos DB for Table using OData and LINQhttps://learn.microsoft.com/en-us/azure/cosmos-db/table/tutorial-query
Use transactional batch operations in Cosmos DB SDKshttps://learn.microsoft.com/en-us/azure/cosmos-db/transactional-batch
Connect Vercel applications to Azure Cosmos DBhttps://learn.microsoft.com/en-us/azure/cosmos-db/vercel-integration
Use the aggregate command in Azure DocumentDB querieshttps://learn.microsoft.com/en-us/azure/documentdb/commands/aggregation/aggregate
Use the count command for Azure DocumentDB collectionshttps://learn.microsoft.com/en-us/azure/documentdb/commands/aggregation/count
Use the distinct command in Azure DocumentDB querieshttps://learn.microsoft.com/en-us/azure/documentdb/commands/aggregation/distinct
Delete documents with delete in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/commands/query-and-write/delete
Query documents with find() in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/commands/query-and-write/find
Atomically modify documents with findAndModify in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/commands/query-and-write/findandmodify
Paginate results with getMore in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/commands/query-and-write/getmore
Insert documents with insert() in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/commands/query-and-write/insert
Update documents with update() in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/commands/query-and-write/update
Use the Azure DocumentDB Data API over HTTPShttps://learn.microsoft.com/en-us/azure/documentdb/data-api
Use geospatial query support in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/geospatial-support
Build a .NET console app integrating with Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/how-to-build-dotnet-console-app
Connect Azure Databricks to Azure DocumentDB with Sparkhttps://learn.microsoft.com/en-us/azure/documentdb/how-to-connect-from-databricks
Compute averages with $avg in Azure DocumentDB aggregationshttps://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$avg
Use $bottom to return last document in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$bottom
Use $bottomN to return last N documents in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$bottomn
Count documents with $count in Azure DocumentDB aggregationshttps://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$count
Retrieve first value with $first in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$first
Retrieve first N values with $firstN in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$firstn
Retrieve last value with $last in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$last
Retrieve last N values with $lastN in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$lastn
Use $max accumulator operator in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$max
Retrieve top N values with $maxN in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$maxn
Calculate median values using $median in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$median
Use $min accumulator operator in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$min
Retrieve bottom N values with $minN in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$minn
Compute population standard deviation with $stddevpophttps://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$stddevpop
Use $stddevsamp for sample standard deviation in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$stddevsamp
Calculate field sums with $sum in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$sum
Return top document with $top in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$top
Return top N documents with $topN in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/accumulators/$topn
Add or modify fields with $addFields in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$addfields
Group documents into ranges with $bucket in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$bucket
Track real-time changes with $changeStream in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$changestream
Get collection statistics with $collStats in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$collstats
Fill missing sequence values with $densify in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$densify
Create pipelines from literals with $documents in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$documents
Run parallel aggregations with $facet in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$facet
Fill null or missing values with $fill in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$fill
Run geospatial proximity queries with $geoNear in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$geonear
Group and aggregate documents with $group in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$group
Inspect index usage with $indexStats in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$indexstats
Join collections with $lookup in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$lookup
Filter pipeline documents with $match in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$match
Write aggregation results with $merge in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$merge
Persist aggregation output with $out in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$out
Transform documents with $replaceWith in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$replacewith
Randomly sample documents with $sample in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$sample
Set or update fields with $set in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$set
Implement pagination with $skip in DocumentDB pipelineshttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/$skip
Convert expression types with $convert in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$convert
Check numeric types using $isNumber in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$isnumber
Convert values to Boolean with $toBool in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$tobool
Convert values to Date with $toDate in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$todate
Convert expressions to Decimal with $toDecimalhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$todecimal
Convert values to Double with $toDouble in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$todouble
Convert expressions to Integer with $toInt in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$toint
Convert values to Long with $toLong in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$tolong
Convert expressions to ObjectId with $toObjectIdhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$toobjectid
Convert expressions to String with $toString in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/aggregation/type-expression/$tostring
Use $ positional array update operator in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/array-update/$
Update all array elements with $[] in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/array-update/$positional-all
Use $[identifier] filtered array updates in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/array-update/$positional-filtered
Remove array elements with $pull in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/array-update/$pull
Clean up arrays using $pullAll in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/array-update/$pullall
Append array elements with $push in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/array-update/$push
Query with $bitsAllClear bitmask operator in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/bitwise-query/$bitsallclear
Filter documents using $bitsAllSet in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/bitwise-query/$bitsallset
Use $bitsAnyClear for bitmask queries in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/bitwise-query/$bitsanyclear
Use $bitsAnySet for bitmask queries in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/bitwise-query/$bitsanyset
Update integers with $bit bitwise operator in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/bitwise-update/$bit
Apply $bitAnd bitwise operations in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/bitwise/$bitand
Use $bitNot bitwise operator in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/bitwise/$bitnot
Use $bitOr bitwise operator in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/bitwise/$bitor
Compare values using $cmp in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/comparison-query/$cmp
Filter equal values with $eq in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/comparison-query/$eq
Query greater-than values with $gt in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/comparison-query/$gt
Query minimum thresholds with $gte in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/comparison-query/$gte
Match values from a list using $in in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/comparison-query/$in
Filter less-than values with $lt in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/comparison-query/$lt
Filter less-than-or-equal values with $lte in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/comparison-query/$lte
Exclude specific values with $ne in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/comparison-query/$ne
Exclude lists of values with $nin in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/comparison-query/$nin
Apply conditional logic with $cond in Azure DocumentDB aggregationshttps://learn.microsoft.com/en-us/azure/documentdb/operators/conditional-expression/$cond
Handle null values with $ifNull in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/conditional-expression/$ifnull
Implement multi-branch logic with $switch in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/conditional-expression/$switch
Use $binarySize operator for binary fields in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/data-size/$binarysize
Use $bsonSize operator to measure document sizehttps://learn.microsoft.com/en-us/azure/documentdb/operators/data-size/$bsonsize
Add time intervals to dates with $dateAdd in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$dateadd
Calculate date differences with $dateDiff in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$datediff
Construct dates from parts with $dateFromParts in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$datefromparts
Convert strings to dates with $dateFromString in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$datefromstring
Subtract time from dates with $dateSubtract in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$datesubtract
Extract date components with $dateToParts in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$datetoparts
Format dates as strings with $dateToString in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$datetostring
Truncate dates to units with $dateTrunc in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$datetrunc
Get day of month with $dayOfMonth in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$dayofmonth
Get day of week with $dayOfWeek in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$dayofweek
Get day of year with $dayOfYear in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$dayofyear
Use $hour date operator in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$hour
Use $isoDayOfWeek operator in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$isodayofweek
Use $isoWeek operator for ISO weeks in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$isoweek
Use $isoWeekYear operator in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$isoweekyear
Use $millisecond operator in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$millisecond
Use $minute operator in Azure DocumentDB querieshttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$minute
Use $month operator in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$month
Use $second operator in Azure DocumentDB querieshttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$second
Use $week operator and week numbering in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$week
Use $year operator in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/date-expression/$year
Query field existence with $exists in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/element-query/$exists
Filter by field type using $type in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/element-query/$type
Use $expr for aggregation expressions in querieshttps://learn.microsoft.com/en-us/azure/documentdb/operators/evaluation-query/$expr
Validate documents with $jsonSchema in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/evaluation-query/$jsonschema
Use $regex operator for pattern matching in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/evaluation-query/$regex
Perform full-text search with $text in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/evaluation-query/$text
Set current timestamps with $currentDate in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/field-update/$currentdate
Increment fields using $inc in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/field-update/$inc
Multiply field values with $mul in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/field-update/$mul
Rename document fields using $rename in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/field-update/$rename
Use $setOnInsert for upsert initialization in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/field-update/$setoninsert
Define rectangular geospatial areas with $boxhttps://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$box
Use $center for circular geospatial queries in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$center
Use $centerSphere for spherical geospatial querieshttps://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$centersphere
Query intersecting locations with $geoIntersects in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$geointersects
Specify GeoJSON shapes with $geometry in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$geometry
Query contained locations with $geoWithin in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$geowithin
Limit search radius with $maxDistance in geospatial querieshttps://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$maxdistance
Filter by minimum distance with $minDistance in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$mindistance
Find nearby locations with $near in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$near
Use $nearSphere for spherical distance queries in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$nearsphere
Define polygonal geospatial regions with $polygonhttps://learn.microsoft.com/en-us/azure/documentdb/operators/geospatial/$polygon
Use $literal to inject constants in aggregation pipelineshttps://learn.microsoft.com/en-us/azure/documentdb/operators/literal-expression/$literal
Combine query clauses with $and in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/logical-query/$and
Apply logical NOR conditions with $nor in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/logical-query/$nor
Negate query conditions with $not in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/logical-query/$not
Match alternative conditions with $or in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/logical-query/$or
Annotate queries with $comment in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/miscellaneous-query/$comment
Control natural document order with $natural in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/miscellaneous-query/$natural
Use $rand operator in Azure DocumentDB querieshttps://learn.microsoft.com/en-us/azure/documentdb/operators/miscellaneous-query/$rand
Access dynamic fields using $getField in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/miscellaneous/$getfield
Randomly sample documents with $sampleRate in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/miscellaneous/$samplerate
Merge documents with $mergeObjects in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/object-expression/$mergeobjects
Transform documents to arrays with $objectToArrayhttps://learn.microsoft.com/en-us/azure/documentdb/operators/object-expression/$objecttoarray
Modify embedded fields using $setField in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/object-expression/$setfield
Return query metadata with $meta in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/projection/$meta
Evaluate arrays with $allElementsTrue in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/set-expression/$allelementstrue
Test arrays with $anyElementTrue in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/set-expression/$anyelementtrue
Compute set differences with $setDifferencehttps://learn.microsoft.com/en-us/azure/documentdb/operators/set-expression/$setdifference
Compare sets with $setEquals in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/set-expression/$setequals
Find common elements using $setIntersectionhttps://learn.microsoft.com/en-us/azure/documentdb/operators/set-expression/$setintersection
Check subset relationships with $setIsSubsethttps://learn.microsoft.com/en-us/azure/documentdb/operators/set-expression/$setissubset
Unify arrays with $setUnion in Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/set-expression/$setunion
Extract timestamp increments with $tsIncrementhttps://learn.microsoft.com/en-us/azure/documentdb/operators/timestamp-expression/$tsincrement
Extract seconds from timestamps with $tsSecondhttps://learn.microsoft.com/en-us/azure/documentdb/operators/timestamp-expression/$tssecond
Define query variables with $let in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/variable-expression/$let
Compute population covariance with $covariancePophttps://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$covariancepop
Compute sample covariance with $covarianceSamphttps://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$covariancesamp
Assign dense rankings with $denseRank in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$denserank
Calculate rate of change with $derivativehttps://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$derivative
Number documents with $documentNumber in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$documentnumber
Compute exponential moving averages with $expMovingAvghttps://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$expmovingavg
Integrate values over windows with $integralhttps://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$integral
Fill missing data linearly with $linearFillhttps://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$linearfill
Propagate last values with $locf in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$locf
Rank documents with $rank window operatorhttps://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$rank
Shift windowed values with $shift in DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/operators/window-operators/$shift
Build a C# application with Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/quickstart-dotnet
Use .NET with Azure DocumentDB vector searchhttps://learn.microsoft.com/en-us/azure/documentdb/quickstart-dotnet-vector-search
Build a Go application with Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/quickstart-go
Use Go with Azure DocumentDB vector searchhttps://learn.microsoft.com/en-us/azure/documentdb/quickstart-go-vector-search
Build a Java application with Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/quickstart-java
Use Java with Azure DocumentDB vector searchhttps://learn.microsoft.com/en-us/azure/documentdb/quickstart-java-vector-search
Build a Node.js application with Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/quickstart-nodejs
Implement vector search in Azure DocumentDB with Node.jshttps://learn.microsoft.com/en-us/azure/documentdb/quickstart-nodejs-vector-search
Build a Python application with Azure DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/quickstart-python
Implement vector search in Azure DocumentDB with Pythonhttps://learn.microsoft.com/en-us/azure/documentdb/quickstart-python-vector-search
Build a MERN-style Node.js web app with DocumentDBhttps://learn.microsoft.com/en-us/azure/documentdb/tutorial-nodejs-web-app
Integrate Jaeger tracing with Cassandra managed instances for monitoringhttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/jaeger
Integrate Lucene Index search with Cassandra managed instanceshttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/search-lucene-index
Integrate Prometheus and Grafana with Cassandra managed instance metricshttps://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/visualize-prometheus-grafana

Deployment

TopicURL
Deploy Cosmos DB Cassandra resources with ARM templateshttps://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/templates-samples
Deploy web app and Cosmos DB with ARM templatehttps://learn.microsoft.com/en-us/azure/cosmos-db/create-website
Migrate MongoDB offline to Cosmos DB using native toolshttps://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-mongotools-cosmos-db
Use backup and restore in Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-backup
Start and stop cluster compute nodes safelyhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-compute-start-stop
Understand scheduled maintenance for Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-maintenance
Plan and execute cluster upgradeshttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-upgrade
Start and stop Cosmos DB PostgreSQL clustershttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/how-to-start-stop-cluster
Configure scheduled maintenance in Azure portalhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-maintenance
Restart all nodes in a Cosmos DB PostgreSQL clusterhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-restart
Upgrade PostgreSQL and Citus in Cosmos DB PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-upgrade
Terraform support for managing Cosmos DB for PostgreSQLhttps://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-terraform
Deploy and configure Cosmos DB with ARM templateshttps://learn.microsoft.com/en-us/azure/cosmos-db/samples-resource-manager-templates
Schedule Cosmos DB throughput scaling with Azure Functionshttps://learn.microsoft.com/en-us/azure/cosmos-db/scale-on-schedule
Deploy Cosmos DB for Table with ARM templateshttps://learn.microsoft.com/en-us/azure/cosmos-db/table/resource-manager-templates
Deploy ASP.NET app with Cosmos DB and managed identity on AKS via Bicephttps://learn.microsoft.com/en-us/azure/cosmos-db/tutorial-deploy-app-bicep-aks
Set up Azure DevOps CI/CD with Cosmos DB emulatorhttps://learn.microsoft.com/en-us/azure/cosmos-db/tutorial-setup-ci-cd
Create and use Azure DocumentDB replica clusters for DRhttps://learn.microsoft.com/en-us/azure/documentdb/how-to-cross-region-replica-portal
Deploy an Azure DocumentDB cluster using Bicephttps://learn.microsoft.com/en-us/azure/documentdb/quickstart-bicep
Create an Azure DocumentDB cluster in the portalhttps://learn.microsoft.com/en-us/azure/documentdb/quickstart-portal
Deploy an Azure DocumentDB cluster using Terraformhttps://learn.microsoft.com/en-us/azure/documentdb/quickstart-terraform
Plan Azure DocumentDB deployments by region availabilityhttps://learn.microsoft.com/en-us/azure/documentdb/regional-availability

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Automation

azure-logic-apps

No summary provided by upstream source.

Repository SourceNeeds Review
8-microsoftdocs
Automation

azure-blob-storage

No summary provided by upstream source.

Repository SourceNeeds Review
8-microsoftdocs