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 using NoSQL/Mongo/Cassandra APIs, change feed, multi-region HA, vector search, or Cosmos DB for PostgreSQL, and other Azure Cosmos DB related development tasks. Not for Azure Table Storage (use azure-table-storage), Azure SQL Database (use azure-sql-databas...
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---
name: azure-cosmos-db
description: 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 using NoSQL/Mongo/Cassandra APIs, change feed, multi-region HA, vector search, or Cosmos DB for PostgreSQL, and other Azure Cosmos DB related development tasks. 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).
compatibility: Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.
metadata:
generated_at: "2026-10-04"
generator: "docs2skills/1.0.0"
---
# 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**: Use the **Category Index** below to locate relevant sections. For categories with line ranges (e.g., `L35-L120`), use `read_file` with the specified lines. For categories with file links (e.g., `[security.md](security.md)`), use `read_file` on the linked reference file
> **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](https://github.com/MicrosoftDocs/mcp/blob/main/README.md)
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
| Category | Lines | Description |
|----------|-------|-------------|
| Troubleshooting | L37-L87 | Diagnosing and fixing Cosmos DB issues across APIs and SDKs: connection and timeout errors, RU/latency problems, encryption/CMK and replication issues, and advanced diagnostics/log queries. |
| Best Practices | L88-L140 | Performance, scaling, partitioning, RU/cost optimization, SDK usage, change feed, resilience/DR, and best practices for Cosmos DB APIs (NoSQL, MongoDB, Cassandra, PostgreSQL, vector). |
| Decision Making | L141-L191 | Guides for choosing Cosmos DB deployment, scaling, consistency, backup, pricing, and migration options across SQL, MongoDB, Cassandra, Table, and PostgreSQL APIs. |
| Architecture & Design Patterns | L192-L217 | Patterns and reference architectures for AI agents, change feed, analytics, multi-region HA, SaaS/multi-tenant design, microservices, and vector/AI search on Cosmos DB and Cosmos DB for PostgreSQL. |
| Limits & Quotas | L218-L252 | Limits, quotas, and behaviors for Cosmos DB throughput, partitions, backup/restore, serverless, APIs (Cassandra, Gremlin, Table), integrated cache, and PostgreSQL clusters. |
| Security | L253-L319 | Securing Cosmos DB across APIs (NoSQL, MongoDB, Cassandra, Gremlin, Table, PostgreSQL): identity/RBAC, networking, encryption/CMK, auditing, policies, TLS, data masking, and Defender protections. |
| Configuration | L320-L446 | Configuring and tuning Azure Cosmos DB and its APIs (NoSQL, Mongo, Cassandra, Gremlin, Table, PostgreSQL): throughput, indexing, backup/restore, monitoring, SDK performance, fleets, emulators, and HA. |
| Integrations & Coding Patterns | L447-L573 | SDK patterns, bulk ops, change feed, vector search, Kafka/Spark/Kafka Connect, language-specific samples, and integrations for NoSQL, Cassandra, Mongo, Gremlin, and PostgreSQL APIs. |
| Deployment | L574-L599 | Deploying and migrating Cosmos DB (NoSQL, MongoDB, Cassandra, PostgreSQL, Table) using Bicep, ARM, Terraform, CI/CD, emulator, AKS, and handling upgrades, restores, and maintenance. |
### Troubleshooting
| Topic | URL |
|-------|-----|
| Run advanced diagnostics queries for Cosmos DB Cassandra | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/diagnostic-queries |
| Use Log Analytics for Cosmos DB Cassandra error codes | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/error-codes-solution |
| Resolve issues with Cassandra materialized views in Azure Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/materialized-views-faq |
| Resolve common Cosmos DB Cassandra API errors | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/troubleshoot-common-issues |
| Fix NoHostAvailable and NoNodeAvailable in Cosmos DB Cassandra | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/troubleshoot-nohostavailable-exception |
| Troubleshoot revoked-state Cosmos DB CMK accounts | https://learn.microsoft.com/en-us/azure/cosmos-db/cmk-troubleshooting-guide |
| Troubleshoot Cosmos DB with advanced diagnostics log queries | https://learn.microsoft.com/en-us/azure/cosmos-db/diagnostic-queries |
| Run advanced diagnostics queries for Cosmos DB Gremlin | https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/diagnostic-queries |
| Troubleshoot common questions for Azure Cosmos DB Gremlin API | https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/faq |
| Interpret Cosmos DB Gremlin response headers for debugging | https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/headers |
| Use diagnostics queries to troubleshoot Cosmos DB MongoDB | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/diagnostic-queries |
| Resolve common Azure Cosmos DB MongoDB error codes | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/error-codes-solutions |
| Resolve common issues for Azure Cosmos DB MongoDB API | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/faq |
| Prevent rate-limiting errors in Cosmos DB MongoDB operations | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/prevent-rate-limiting-errors |
| Troubleshoot query performance issues in Cosmos DB MongoDB | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/troubleshoot-query-performance |
| Use aggregated diagnostics logs to troubleshoot Cosmos DB requests | https://learn.microsoft.com/en-us/azure/cosmos-db/monitor-aggregated-logs |
| Troubleshoot Cosmos DB with basic diagnostics KQL queries | https://learn.microsoft.com/en-us/azure/cosmos-db/monitor-logs-basic-queries |
| Monitor normalized request units to diagnose Cosmos DB load | https://learn.microsoft.com/en-us/azure/cosmos-db/monitor-normalized-request-units |
| Analyze Cosmos DB request unit usage for operations | https://learn.microsoft.com/en-us/azure/cosmos-db/monitor-request-unit-usage |
| Monitor and troubleshoot Cosmos DB server-side latency | https://learn.microsoft.com/en-us/azure/cosmos-db/monitor-server-side-latency |
| Troubleshoot connection issues to Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-troubleshoot-common-connection-issues |
| Diagnose and fix read-only Azure Cosmos DB for PostgreSQL clusters | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-troubleshoot-read-only |
| Run useful diagnostic queries on Cosmos DB for PostgreSQL clusters | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-useful-diagnostic-queries |
| Troubleshoot Azure Cosmos DB Shell installation and usage issues | https://learn.microsoft.com/en-us/azure/cosmos-db/shell/troubleshooting |
| Use Azure SRE Agent to diagnose Cosmos DB issues | https://learn.microsoft.com/en-us/azure/cosmos-db/site-reliability-engineering-agent |
| Fix Cosmos DB 400 bad request and partition key errors | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-bad-request |
| Troubleshoot Azure Functions trigger for Azure Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-changefeed-functions |
| Troubleshoot cross-tenant CMK issues in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-cmk |
| Resolve Cosmos DB 409 conflict exceptions | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-conflict |
| Troubleshoot Azure Cosmos DB .NET SDK issues | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-dotnet-sdk |
| Resolve Cosmos DB .NET SDK request header too large (400) errors | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-dotnet-sdk-request-header-too-large |
| Troubleshoot HTTP 408 timeouts in Cosmos DB .NET SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-dotnet-sdk-request-time-out |
| Diagnose and fix slow requests in Cosmos DB .NET SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-dotnet-sdk-slow-request |
| Troubleshoot Cosmos DB 403 forbidden exceptions | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-forbidden |
| Diagnose and troubleshoot Cosmos DB Async Java SDK v2 | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-java-async-sdk |
| Troubleshoot HTTP 408 timeouts in Cosmos DB Java v4 SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-java-sdk-request-time-out |
| Fix service unavailable errors in Cosmos DB Java v4 SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-java-sdk-service-unavailable |
| Troubleshoot Azure Cosmos DB Java SDK v4 issues | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-java-sdk-v4 |
| Troubleshoot Cosmos DB 404 Not Found exceptions | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-not-found |
| Diagnose and troubleshoot Cosmos DB Python SDK issues | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-python-sdk |
| Troubleshoot Azure Cosmos DB SQL query performance issues | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-query-performance |
| Troubleshoot Azure Cosmos DB 429 request rate errors | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-request-rate-too-large |
| Resolve Azure Cosmos DB HTTP 408 request timeout errors | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-request-time-out |
| Diagnose SDK availability and failover in multi-region Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-sdk-availability |
| Troubleshoot Cosmos DB service unavailable connectivity errors | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-service-unavailable |
| Troubleshoot Cosmos DB 401 unauthorized access errors | https://learn.microsoft.com/en-us/azure/cosmos-db/troubleshoot-unauthorized |
| Use Cosmos DB metrics and insights to debug common issues | https://learn.microsoft.com/en-us/azure/cosmos-db/use-metrics |
### Best Practices
| Topic | URL |
|-------|-----|
| Apply automated performance, cost, and security recommendations in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/automated-recommendations |
| Benchmark Cosmos DB for NoSQL with YCSB | https://learn.microsoft.com/en-us/azure/cosmos-db/benchmarking-framework |
| Follow best practices for Cosmos DB .NET SDK v3 | https://learn.microsoft.com/en-us/azure/cosmos-db/best-practice-dotnet |
| Apply Java v4 Cosmos DB SDK best practices | https://learn.microsoft.com/en-us/azure/cosmos-db/best-practice-java |
| Optimize Azure Cosmos DB with Python SDK best practices | https://learn.microsoft.com/en-us/azure/cosmos-db/best-practice-python |
| Optimize Azure Cosmos DB with JavaScript SDK best practices | https://learn.microsoft.com/en-us/azure/cosmos-db/best-practices-javascript |
| Adapt Apache Cassandra apps to Cosmos DB Cassandra | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/adoption |
| Consume change feed from Cosmos DB Cassandra | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/change-feed |
| Map Cassandra consistency levels to Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/consistency-mapping |
| Apply recommended driver settings for Cosmos DB Cassandra | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/driver-extensions |
| Measure RU charges for Cosmos DB Cassandra queries | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/find-request-unit-charge |
| Use materialized views (preview) in Cosmos DB Cassandra | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/materialized-views |
| Design partitions for Cosmos DB Cassandra workloads | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/partitioning |
| Avoid rate limiting with server-side retry in Cosmos DB Cassandra | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/prevent-rate-limiting-errors |
| Implement and consume Azure Cosmos DB change feed | https://learn.microsoft.com/en-us/azure/cosmos-db/change-feed |
| Design resilient Cosmos DB SDK client applications | https://learn.microsoft.com/en-us/azure/cosmos-db/conceptual-resilient-sdk-applications |
| Understand Cosmos DB conflict types and policies | https://learn.microsoft.com/en-us/azure/cosmos-db/conflict-resolution-policies |
| Choose IoT partition keys for Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/design-partitioning-iot |
| Apply disaster recovery strategies for Azure Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/disaster-recovery-guidance |
| Optimize vector indexing and search in Azure Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/vector-search-performance-tips |
| Apply GitHub Copilot best practices for Azure Cosmos DB in VS Code | https://learn.microsoft.com/en-us/azure/cosmos-db/github-copilot-visual-studio-code-best-practices |
| Use hierarchical partition keys for scalable Cosmos DB data | https://learn.microsoft.com/en-us/azure/cosmos-db/hierarchical-partition-keys |
| Enable autoscale throughput for Cosmos DB resources | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-provision-autoscale-throughput |
| Use shared database throughput safely in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-provision-database-throughput |
| Monitor Azure Cosmos DB change feed processor progress | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-use-change-feed-estimator |
| Model and partition real-world data in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/model-partition-example |
| Redistribute throughput across Cosmos DB MongoDB partitions | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/distribute-throughput-across-partitions |
| Optimize Cosmos DB for MongoDB indexing configuration | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/indexing |
| Optimize write performance for Cosmos DB MongoDB workloads | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/optimize-write-performance |
| Optimize Azure Cosmos DB MongoDB workloads post-migration | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/post-migration-optimization |
| Use MongoDB read preference with globally distributed Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/readpreference-global-distribution |
| Use MongoDB aggregation pipelines on Azure Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-aggregation |
| Optimize Azure Cosmos DB costs for dev and production workloads | https://learn.microsoft.com/en-us/azure/cosmos-db/optimize-costs |
| Use Azure Cosmos DB partial document update effectively | https://learn.microsoft.com/en-us/azure/cosmos-db/partial-document-update-faq |
| Choose and manage partition keys in Azure Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/partitioning |
| Optimize performance of Cosmos DB .NET SDK v2 clients | https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips |
| Optimize performance of Cosmos DB .NET SDK v3 clients | https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips-dotnet-sdk-v3 |
| Apply Cosmos DB SDK query performance best practices | https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips-query-sdk |
| Tune query performance in Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-performance-tuning |
| Choose distribution columns in Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-choose-distribution-column |
| Optimize pgvector performance in Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-optimize-performance-pgvector |
| Use priority-based execution for Cosmos DB workloads | https://learn.microsoft.com/en-us/azure/cosmos-db/priority-based-execution-faq |
| Estimate and manage Cosmos DB request units | https://learn.microsoft.com/en-us/azure/cosmos-db/request-units |
| Apply best practices for scaling Cosmos DB throughput | https://learn.microsoft.com/en-us/azure/cosmos-db/scaling-provisioned-throughput-best-practices |
| Design synthetic partition keys in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/synthetic-partition-keys |
| Optimize Cosmos DB request unit consumption | https://learn.microsoft.com/en-us/azure/cosmos-db/understand-request-unit-consumption |
| Optimize Azure Managed Cassandra performance | https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/best-practice-performance |
| Apply resilience best practices to Cassandra apps | https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/resilient-applications |
| Use write-through cache to reduce Cassandra latency | https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/write-through-cache |
### Decision Making
| Topic | URL |
|-------|-----|
| Choose analytics and BI options for Azure Cosmos DB data | https://learn.microsoft.com/en-us/azure/cosmos-db/analytics-and-business-intelligence-overview |
| Live dual-write migration to Cosmos DB Cassandra | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/migrate-data-dual-write-proxy |
| Choose scaling options for Cosmos DB Cassandra API | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/scale-account-throughput |
| Choose Azure Cosmos DB consistency levels | https://learn.microsoft.com/en-us/azure/cosmos-db/consistency-levels |
| Convert vCores to Cosmos DB RU/s for migration | https://learn.microsoft.com/en-us/azure/cosmos-db/convert-vcore-to-request-unit |
| Decide when to use Cosmos DB dedicated gateway | https://learn.microsoft.com/en-us/azure/cosmos-db/dedicated-gateway |
| Estimate Azure Cosmos DB RU/s and costs | https://learn.microsoft.com/en-us/azure/cosmos-db/estimate-ru-with-capacity-planner |
| Manage multitenant throughput with Cosmos DB fleet pools | https://learn.microsoft.com/en-us/azure/cosmos-db/fleet-pools |
| Use global secondary indexes in Azure Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/global-secondary-indexes |
| Choose Cosmos DB manual vs autoscale throughput | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-choose-offer |
| Migrate from Cosmos DB .NET bulk executor to SDK v3 bulk support | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-migrate-from-bulk-executor-library |
| Migrate from Java bulk executor to Cosmos DB Java V4 bulk support | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-migrate-from-bulk-executor-library-java |
| Migrate from change feed processor library to .NET V3 SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-migrate-from-change-feed-library |
| Migrate from Cosmos DB Kafka connector V1 to V2 | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-migrate-from-kafka-connector-v1-to-v2 |
| Plan and size Cosmos DB integrated cache | https://learn.microsoft.com/en-us/azure/cosmos-db/integrated-cache |
| Migrate Cosmos DB legacy metrics APIs to Azure Monitor | https://learn.microsoft.com/en-us/azure/cosmos-db/legacy-migrate-az-monitor |
| Decide and migrate to continuous backup in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/migrate-continuous-backup |
| Upgrade applications to Azure Cosmos DB .NET SDK v2 | https://learn.microsoft.com/en-us/azure/cosmos-db/migrate-dotnet-v2 |
| Upgrade applications to Azure Cosmos DB .NET SDK v3 | https://learn.microsoft.com/en-us/azure/cosmos-db/migrate-dotnet-v3 |
| Upgrade applications to Azure Cosmos DB Java SDK v4 | https://learn.microsoft.com/en-us/azure/cosmos-db/migrate-java-v4-sdk |
| Decide between Cosmos DB MongoDB and MongoDB Atlas | https://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 levels | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/consistency-mapping |
| Plan RU/s capacity and cost for Cosmos DB MongoDB API | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/estimate-ru-capacity-planner |
| Decide and migrate from Cosmos DB for MongoDB to DocumentDB | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-migrate-documentdb |
| Plan pre-migration steps from MongoDB to Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/pre-migration-steps |
| Plan Cosmos DB network bandwidth usage and costs | https://learn.microsoft.com/en-us/azure/cosmos-db/network-bandwidth |
| Request Cosmos DB data restore from periodic backups via support | https://learn.microsoft.com/en-us/azure/cosmos-db/periodic-backup-request-data-restore |
| Plan migration from Cosmos DB PostgreSQL to Elastic Cluster | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-benefits-database-postgresql |
| Understand burstable compute workloads on Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-burstable-compute |
| Plan and manage Cosmos DB for PostgreSQL cluster upgrades | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-upgrade |
| Determine application type for distributed modeling | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-app-type |
| Choose initial cluster size for Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-scale-initial |
| Choose shard count for distributed tables in Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-shard-count |
| Classify workloads for Cosmos DB for PostgreSQL scaling | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-build-scalable-apps-classify |
| Classify and design scalable Cosmos DB for PostgreSQL apps | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-build-scalable-apps-overview |
| Plan compute and storage for Azure Cosmos DB for PostgreSQL clusters | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/resources-compute |
| Estimate and optimize pricing for Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/resources-pricing |
| Choose Azure regions and resiliency options for Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/resources-regions |
| Choose Azure Cosmos DB SQL SDK connectivity modes | https://learn.microsoft.com/en-us/azure/cosmos-db/sdk-connection-modes |
| Choose Cosmos DB serverless vs provisioned throughput | https://learn.microsoft.com/en-us/azure/cosmos-db/serverless |
| Use Azure Cosmos DB for Table with Azure Table Storage | https://learn.microsoft.com/en-us/azure/cosmos-db/table/support |
| Configure global distribution for Azure Cosmos DB for Table | https://learn.microsoft.com/en-us/azure/cosmos-db/table/tutorial-global-distribution |
| Decide between Cosmos DB provisioned and serverless | https://learn.microsoft.com/en-us/azure/cosmos-db/throughput-serverless |
| Use Cosmos DB Migration Assistant for RDBMS decisions | https://learn.microsoft.com/en-us/azure/cosmos-db/vscode-extension/cosmos-db-migration-assistant |
| Choose dual-write proxy migration for Cassandra | https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/dual-write-proxy-migration |
| Decide on Apache Spark-based Cassandra migration | https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/spark-migration |
### Architecture & Design Patterns
| Topic | URL |
|-------|-----|
| Implement AI agents and memory on Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/ai-agents |
| Design bulk import and update patterns with Cosmos DB bulk executor | https://learn.microsoft.com/en-us/azure/cosmos-db/bulk-executor-overview |
| Apply Azure Cosmos DB change feed design patterns | https://learn.microsoft.com/en-us/azure/cosmos-db/change-feed-design-patterns |
| Use Cosmos DB change feed for real-time analytics | https://learn.microsoft.com/en-us/azure/cosmos-db/changefeed-ecommerce-solution |
| Design agent memory patterns with Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/agentic-memories |
| Design AI knowledge graphs with Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/cosmos-ai-graph |
| Supply chain traceability solution with Cosmos DB Gremlin | https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/solution-supply-chain-traceability |
| Configure multiple Azure Functions triggers for Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-create-multiple-cosmos-db-triggers |
| Design Azure Cosmos DB multi-region write strategies | https://learn.microsoft.com/en-us/azure/cosmos-db/multi-region-writes |
| Apply per-partition automatic failover in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/per-partition-automatic-failover |
| Plan availability zone outage resiliency for Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-availability-zones |
| Use table colocation for faster queries in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-colocation |
| Design high availability for Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-high-availability |
| Use read replicas in Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-read-replicas |
| Model high-throughput transactional apps on Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-build-scalable-apps-model-high-throughput |
| Design multi-tenant SaaS on Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-build-scalable-apps-model-multi-tenant |
| Model real-time analytics apps on Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-build-scalable-apps-model-real-time |
| Design microservices using Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/tutorial-design-database-microservices |
| Design scalable multi-tenant database on Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/tutorial-design-database-multi-tenant |
| Design real-time dashboard on Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/tutorial-design-database-realtime |
| Build serverless apps with Cosmos DB and Azure Functions | https://learn.microsoft.com/en-us/azure/cosmos-db/serverless-computing-database |
| Apply Cosmos DB design pattern for social media apps | https://learn.microsoft.com/en-us/azure/cosmos-db/social-media-apps |
### Limits & Quotas
| Topic | URL |
|-------|-----|
| Autoscale throughput limits and behavior in Azure Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/autoscale-faq |
| Use Cosmos DB burst capacity limits effectively | https://learn.microsoft.com/en-us/azure/cosmos-db/burst-capacity |
| Burst capacity limits and usage rules in Azure Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/burst-capacity-faq |
| Use lightweight transactions in Cosmos DB Cassandra | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/lightweight-transactions |
| Choose Azure Cosmos DB change feed modes and limits | https://learn.microsoft.com/en-us/azure/cosmos-db/change-feed-modes |
| Azure Cosmos DB service quotas and default limits reference | https://learn.microsoft.com/en-us/azure/cosmos-db/concepts-limits |
| Understand limits for Cosmos DB continuous backup restore | https://learn.microsoft.com/en-us/azure/cosmos-db/continuous-backup-restore-frequently-asked-questions |
| Understand Azure Cosmos DB continuous backup limits | https://learn.microsoft.com/en-us/azure/cosmos-db/continuous-backup-restore-introduction |
| Throughput redistribution limits across Cosmos DB partitions | https://learn.microsoft.com/en-us/azure/cosmos-db/distribute-throughput-across-partitions-faq |
| Azure Cosmos DB service limits and behaviors FAQ | https://learn.microsoft.com/en-us/azure/cosmos-db/faq |
| Use Cosmos DB lifetime free tier limits | https://learn.microsoft.com/en-us/azure/cosmos-db/free-tier |
| Reference stopwords for Cosmos DB full text search | https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/stopwords |
| Review runtime limits for Cosmos DB Gremlin engine | https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/limits |
| Scale beyond 20-GB logical partition limits with HPK | https://learn.microsoft.com/en-us/azure/cosmos-db/hierarchical-partition-keys-unlimited-scale |
| Alert when Cosmos DB logical partition approaches 20 GB limit | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-alert-on-logical-partition-key-storage-size |
| Change Cosmos DB from serverless to provisioned throughput | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-change-capacity-mode |
| Redistribute throughput across Cosmos DB partitions | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-redistribute-throughput-across-partitions |
| Understand limits and behavior of Cosmos integrated cache | https://learn.microsoft.com/en-us/azure/cosmos-db/integrated-cache-faq |
| Estimate RU charges for key-value operations | https://learn.microsoft.com/en-us/azure/cosmos-db/key-value-store-cost |
| Create Cosmos DB containers with large partition keys | https://learn.microsoft.com/en-us/azure/cosmos-db/large-partition-keys |
| Migrate nonpartitioned Cosmos DB containers to partitioned | https://learn.microsoft.com/en-us/azure/cosmos-db/migrate-containers-partitioned-to-nonpartitioned |
| Understand Azure Cosmos DB backup limits and restore | https://learn.microsoft.com/en-us/azure/cosmos-db/online-backup-and-restore |
| Modify Cosmos DB periodic backup interval and retention limits | https://learn.microsoft.com/en-us/azure/cosmos-db/periodic-backup-modify-interval-retention |
| Change vCore compute quotas per region for Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-compute-quota |
| Cluster limits and quotas for Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-limits |
| Use same-account restore with Cosmos DB continuous backup | https://learn.microsoft.com/en-us/azure/cosmos-db/restore-in-account-continuous-backup-frequently-asked-questions |
| Understand performance limits of Cosmos DB serverless | https://learn.microsoft.com/en-us/azure/cosmos-db/serverless-performance |
| Configure and understand Cosmos DB soft delete retention | https://learn.microsoft.com/en-us/azure/cosmos-db/soft-delete |
| Review Azure Cosmos DB Table API limits and behaviors | https://learn.microsoft.com/en-us/azure/cosmos-db/table/faq |
| Throughput bucket limits and throttling behavior in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/throughput-buckets-faq |
| Review throughput limits and regions for Cassandra | https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/faq |
### Security
| Topic | URL |
|-------|-----|
| Use managed identity for Cosmos DB access to Key Vault | https://learn.microsoft.com/en-us/azure/cosmos-db/access-key-vault-managed-identity |
| Configure private endpoints for Cosmos DB analytical store | https://learn.microsoft.com/en-us/azure/cosmos-db/analytical-store-private-endpoints |
| Audit Cosmos DB control plane operations with logs | https://learn.microsoft.com/en-us/azure/cosmos-db/audit-control-plane-logs |
| Secure Azure Cosmos DB for Apache Cassandra accounts | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/security |
| Configure RBAC permissions for Cosmos DB continuous restore | https://learn.microsoft.com/en-us/azure/cosmos-db/continuous-backup-restore-permissions |
| Configure Cosmos DB to meet data residency requirements | https://learn.microsoft.com/en-us/azure/cosmos-db/data-residency |
| Understand encryption at rest in Azure Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/database-encryption-at-rest |
| Protect Cosmos DB with Microsoft Defender for Cloud | https://learn.microsoft.com/en-us/azure/cosmos-db/defender-for-cosmos-db |
| Configure Dynamic Data Masking in Azure Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/dynamic-data-masking |
| Configure security for Azure Cosmos DB Gremlin accounts | https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/security |
| Add and assign RBAC user roles in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-add-assign-user-roles |
| Use Always Encrypted client-side encryption in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-always-encrypted |
| Configure CORS for Azure Cosmos DB for NoSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-cross-origin-resource-sharing |
| Configure IP firewall rules for Azure Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-firewall |
| Secure Cosmos DB with Network Security Perimeter | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-nsp |
| Configure Azure Private Link for Cosmos DB access | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-private-endpoints |
| Set up virtual network service endpoints for Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-vnet-service-endpoint |
| Configure RBAC and Entra ID for Cosmos DB access | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-connect-role-based-access-control |
| Rotate primary and secondary keys in Azure Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-rotate-keys |
| Set up cross-tenant customer-managed keys for Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-setup-cross-tenant-customer-managed-keys |
| Configure customer-managed keys with Azure Key Vault for Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-setup-customer-managed-keys |
| Enable customer-managed keys on existing Cosmos DB accounts | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-setup-customer-managed-keys-existing-accounts |
| Configure CMK for Cosmos DB using Azure Managed HSM | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-setup-customer-managed-keys-mhsm |
| Authenticate Spark to Cosmos DB using Entra service principal | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-spark-service-principal |
| Configure RBAC for Cosmos DB for MongoDB data access | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-setup-role-based-access-control |
| Understand role-based access control in Cosmos DB MongoDB | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/role-based-access-control |
| Harden security for Azure Cosmos DB for MongoDB | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/security |
| Enforce governance for Cosmos DB with Azure Policy | https://learn.microsoft.com/en-us/azure/cosmos-db/policy |
| Use built-in Azure Policy definitions for Cosmos DB governance | https://learn.microsoft.com/en-us/azure/cosmos-db/policy-reference |
| Configure PostgreSQL and Entra ID authentication | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-authentication |
| Use customer-managed keys with Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-customer-managed-keys |
| Configure public access for Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-firewall-rules |
| Configure private access for Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-private-access |
| Implement row-level security for multi-tenant Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-row-level-security |
| Configure Microsoft Entra ID and PostgreSQL roles for Cosmos DB for PostgreSQL authentication | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/how-to-configure-authentication |
| Enable encryption with customer-managed keys for Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/how-to-customer-managed-keys |
| Enable and configure pgAudit audit logging in Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/how-to-enable-audit |
| Create and manage firewall rules for Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-manage-firewall-using-portal |
| Enable private access with Private Link for Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-private-access |
| Configure TLS connection security for Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-ssl-connection-security |
| Create Cosmos DB for PostgreSQL cluster with private access | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/tutorial-private-access |
| Reference data plane RBAC actions and roles in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/reference-data-plane-security |
| Reference data plane RBAC actions and roles in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/reference-data-plane-security |
| Apply Azure resource locks to Cosmos DB resources | https://learn.microsoft.com/en-us/azure/cosmos-db/resource-locks |
| Secure Azure Cosmos DB for NoSQL deployments | https://learn.microsoft.com/en-us/azure/cosmos-db/security |
| Apply security considerations and best practices to Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/security-considerations |
| Use Azure Policy regulatory compliance controls for Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/security-controls-policy |
| Enforce minimum TLS version for Cosmos DB accounts | https://learn.microsoft.com/en-us/azure/cosmos-db/self-serve-minimum-tls-enforcement |
| Apply security best practices for Azure Cosmos DB Shell | https://learn.microsoft.com/en-us/azure/cosmos-db/shell/security |
| Store Cosmos DB credentials securely in Azure Key Vault | https://learn.microsoft.com/en-us/azure/cosmos-db/store-credentials-key-vault |
| Configure RBAC and Entra ID for Cosmos DB Table | https://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-connect-role-based-access-control |
| Configure RBAC and Entra ID for Cosmos DB Table | https://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-connect-role-based-access-control |
| Configure RBAC and Entra ID for Cosmos DB Table | https://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-connect-role-based-access-control |
| Configure RBAC with Microsoft Entra ID for Cosmos DB Table | https://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-connect-role-based-access-control |
| Reference for data plane RBAC roles in Azure Cosmos DB for Table | https://learn.microsoft.com/en-us/azure/cosmos-db/table/reference-data-plane-security |
| Reference for data plane RBAC roles in Azure Cosmos DB for Table | https://learn.microsoft.com/en-us/azure/cosmos-db/table/reference-data-plane-security |
| Secure Azure Cosmos DB for Table accounts and data | https://learn.microsoft.com/en-us/azure/cosmos-db/table/security |
| Prepare Cosmos DB workloads for TLS 1.3 support | https://learn.microsoft.com/en-us/azure/cosmos-db/tls-support |
| Assign Cosmos DB service principal for Cassandra | https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/add-service-principal |
| Configure customer-managed keys for Cassandra | https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/customer-managed-keys |
| Enable LDAP authentication for Cassandra clusters | https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/ldap |
| Apply security best practices to Azure Managed Instance for Apache Cassandra | https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/secure-managed-instance-apache-cassandra |
| Secure Cassandra managed instance access via VPN | https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/use-vpn |
### Configuration
| Topic | URL |
|-------|-----|
| Configure change data capture for Cosmos DB analytical store | https://learn.microsoft.com/en-us/azure/cosmos-db/analytical-store-change-data-capture |
| Audit Cosmos DB point-in-time restore operations via activity logs | https://learn.microsoft.com/en-us/azure/cosmos-db/audit-restore-continuous |
| Configure provisioned and autoscale throughput for Cosmos DB Cassandra | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/how-to-provision-throughput |
| Configure monitoring insights for Cosmos DB Cassandra | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/monitor-insights |
| Reconfigure Azure Cosmos DB container partition key | https://learn.microsoft.com/en-us/azure/cosmos-db/change-partition-key |
| Configure resource model for Cosmos DB point-in-time restore | https://learn.microsoft.com/en-us/azure/cosmos-db/continuous-backup-restore-resource-model |
| Configure Azure Monitor alerts for Cosmos DB metrics and logs | https://learn.microsoft.com/en-us/azure/cosmos-db/create-alerts |
| Configure and run Azure Cosmos DB Linux-based emulator | https://learn.microsoft.com/en-us/azure/cosmos-db/emulator-linux |
| Use Windows Cosmos DB emulator command-line and PowerShell | https://learn.microsoft.com/en-us/azure/cosmos-db/emulator-windows-arguments |
| Use Fleet Analytics to monitor Cosmos DB usage and cost | https://learn.microsoft.com/en-us/azure/cosmos-db/fleet-analytics |
| Reference schema for Cosmos DB Fleet Analytics tables | https://learn.microsoft.com/en-us/azure/cosmos-db/fleet-analytics-schema-reference |
| Configure hybrid vector and full-text search in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/hybrid-search |
| Configure Sharded DiskANN vector indexes in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/sharded-diskann |
| Enable and use CDC in Cosmos DB analytical store | https://learn.microsoft.com/en-us/azure/cosmos-db/get-started-change-data-capture |
| Access and use system properties in Cosmos DB Gremlin | https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/access-system-properties |
| Interpret execution profile metrics in Cosmos DB Gremlin | https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/reference-execution-profile |
| Understand Gremlin feature support in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/support |
| Configure Azure Functions trigger for Azure Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-cosmos-db-trigger |
| Configure global secondary indexes in Azure Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-global-secondary-indexes |
| Configure Cosmos DB integrated cache and gateway | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-integrated-cache |
| Configure per-partition automatic failover for Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-per-partition-automatic-failover |
| Create and configure Cosmos DB fleets and fleetspaces | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-create-fleet |
| Define unique key constraints in Azure Cosmos DB containers | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-define-unique-keys |
| Configure and use Azure Cosmos DB emulator for local development | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-develop-emulator |
| Enable Cosmos DB Fleet Analytics in Fabric workspace | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-enable-fleet-analytics |
| Configure and query geospatial indexing in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-geospatial-index-query |
| Configure and manage Cosmos DB conflict resolution | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-manage-conflicts |
| Configure and override Azure Cosmos DB consistency levels | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-manage-consistency |
| Manage and update Cosmos DB indexing policies via SDKs | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-manage-indexing-policy |
| Configure Cosmos DB multi-region writes in SDKs | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-multi-master |
| Provision container-level throughput in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-provision-container-throughput |
| Configure and manage soft delete in Azure Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-soft-delete |
| Configure time to live (TTL) in Azure Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-time-to-live |
| Interpret Cosmos DB indexing metrics to optimize queries | https://learn.microsoft.com/en-us/azure/cosmos-db/index-metrics |
| Configure Azure Cosmos DB indexing policies for performance | https://learn.microsoft.com/en-us/azure/cosmos-db/index-policy |
| Configure account-level throughput limits in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/limit-total-account-throughput |
| Provision Cosmos DB NoSQL with Bicep templates | https://learn.microsoft.com/en-us/azure/cosmos-db/manage-with-bicep |
| Manage Cosmos DB NoSQL resources using Azure CLI | https://learn.microsoft.com/en-us/azure/cosmos-db/manage-with-cli |
| Automate Azure Cosmos DB management with PowerShell | https://learn.microsoft.com/en-us/azure/cosmos-db/manage-with-powershell |
| Create Cosmos DB NoSQL resources with Terraform | https://learn.microsoft.com/en-us/azure/cosmos-db/manage-with-terraform |
| Configure and use Azure Cosmos DB partition merge | https://learn.microsoft.com/en-us/azure/cosmos-db/merge |
| Check MongoDB 3.2 feature support in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-32 |
| Check MongoDB 3.6 feature support in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-36 |
| Check MongoDB 4.0 feature support in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-40 |
| Check MongoDB 4.2 feature support in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-42 |
| Check MongoDB 5.0 feature support in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-50 |
| Reference supported MongoDB 6.0 features in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-60 |
| Reference supported MongoDB 7.0 features in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/feature-support-70 |
| Retrieve RU charge for Cosmos DB MongoDB operations | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/find-request-unit-charge |
| Configure capabilities on Cosmos DB MongoDB accounts | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-configure-capabilities |
| Configure multi-region writes for Cosmos DB MongoDB | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-configure-multi-region-write |
| Configure and create Cosmos DB MongoDB collections | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-create-container |
| Configure throughput for Cosmos DB MongoDB resources | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/how-to-provision-throughput |
| Configure per-document TTL in Cosmos DB for MongoDB | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/time-to-live |
| Track Cosmos DB partition split and merge via activity logs | https://learn.microsoft.com/en-us/azure/cosmos-db/monitor-activity-logs-elastic-operations |
| Use Azure Cosmos DB monitoring metrics and logs | https://learn.microsoft.com/en-us/azure/cosmos-db/monitor-reference |
| Configure diagnostic settings and resource logs for Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/monitor-resource-logs |
| Optimize Async Java v2 Cosmos DB client settings | https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips-async-java |
| Optimize Sync Java v2 Cosmos DB client settings | https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips-java |
| Configure Java v4 Cosmos DB client for performance | https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips-java-sdk-v4 |
| Configure Python Cosmos DB SDK for performance | https://learn.microsoft.com/en-us/azure/cosmos-db/performance-tips-python-sdk |
| Configure Cosmos DB periodic backup redundancy options | https://learn.microsoft.com/en-us/azure/cosmos-db/periodic-backup-storage-redundancy |
| Configure periodic backup storage redundancy for Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/periodic-backup-update-storage-redundancy |
| Configure backup and restore for Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-backup |
| Use columnar table storage in Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-columnar |
| Start and stop compute on Cosmos DB cluster nodes | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-compute-start-stop |
| Configure PgBouncer connection pooling for Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-connection-pool |
| Configure monitoring and tuning for Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-monitoring |
| Configure multi-tenant monitoring for Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-multi-tenant-monitoring |
| Use DNS names and connection strings for Cosmos DB nodes | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-node-domain-name |
| Start and stop compute for Cosmos DB for PostgreSQL clusters | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/how-to-start-stop-cluster |
| Configure metric alerts for Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-alert-on-metric |
| Configure and view availability zones for Cosmos DB for PostgreSQL nodes | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-availability-zones |
| Connect applications to Azure Cosmos DB for PostgreSQL clusters | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-connect |
| Configure high availability settings for Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-high-availability |
| Access and configure logs for Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-logging |
| Configure scheduled maintenance windows for Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-maintenance |
| Monitor tenant statistics with multi-tenant metrics in Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-monitor-tenant-stats |
| View and interpret metrics for Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-monitoring |
| Manage read replicas for Cosmos DB for PostgreSQL in the Azure portal | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-read-replicas-portal |
| Restart Azure Cosmos DB for PostgreSQL clusters from the portal | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-restart |
| Restore Azure Cosmos DB for PostgreSQL clusters in same or different region | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-restore-portal |
| Configure cluster scale and high availability for Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-scale-grow |
| Rebalance shards in Azure Cosmos DB for PostgreSQL using the portal | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-scale-rebalance |
| Enable and use pgvector in Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-use-pgvector |
| Use system tables for distributed queries in Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-metadata |
| Configure server parameters in Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-parameters |
| Configure priority-based request execution in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/priority-based-execution |
| Configure autoscale throughput for Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/provision-throughput-autoscale |
| Use Cosmos DB SQL query metrics for performance analysis | https://learn.microsoft.com/en-us/azure/cosmos-db/query-metrics |
| Retrieve Cosmos DB SQL query performance metrics with .NET SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/query-metrics-performance |
| Retrieve Cosmos DB query execution metrics with Python SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/query-metrics-performance-python |
| Configure Cosmos DB account, database, and container | https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-portal |
| Provision Cosmos DB resources using Bicep | https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-template-bicep |
| Provision Cosmos DB with ARM templates | https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-template-json |
| Provision Cosmos DB with Terraform | https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-terraform |
| Restore Cosmos DB accounts using continuous backup | https://learn.microsoft.com/en-us/azure/cosmos-db/restore-account-continuous-backup |
| Configure resource model for Cosmos DB same-account restore | https://learn.microsoft.com/en-us/azure/cosmos-db/restore-in-account-continuous-backup-resource-model |
| Deploy Azure Cosmos DB accounts with ARM templates | https://learn.microsoft.com/en-us/azure/cosmos-db/samples-resource-manager-templates |
| Apply Azure Cosmos DB Go SDK release updates | https://learn.microsoft.com/en-us/azure/cosmos-db/sdk-go |
| Maintain and migrate Azure Cosmos DB Java Async v2 | https://learn.microsoft.com/en-us/azure/cosmos-db/sdk-java-async-v2 |
| Configure Spring Data Azure Cosmos DB v2 | https://learn.microsoft.com/en-us/azure/cosmos-db/sdk-java-spring-data-v2 |
| Configure Spring Data Azure Cosmos DB v3 | https://learn.microsoft.com/en-us/azure/cosmos-db/sdk-java-spring-data-v3 |
| Use Spring Data Azure Cosmos DB v5 features | https://learn.microsoft.com/en-us/azure/cosmos-db/sdk-java-spring-data-v5 |
| Use Azure Cosmos DB Java SDK v4 effectively | https://learn.microsoft.com/en-us/azure/cosmos-db/sdk-java-v4 |
| Configure Cosmos DB SDK observability with OpenTelemetry and App Insights | https://learn.microsoft.com/en-us/azure/cosmos-db/sdk-observability |
| Use Azure Cosmos DB Shell commands and settings | https://learn.microsoft.com/en-us/azure/cosmos-db/shell/ |
| Set up Model Context Protocol server for Cosmos DB Shell | https://learn.microsoft.com/en-us/azure/cosmos-db/shell/model-context-protocol-setup |
| Find RU charges for Azure Cosmos DB for Table operations | https://learn.microsoft.com/en-us/azure/cosmos-db/table/find-request-unit-charge |
| Create and configure containers in Azure Cosmos DB for Table | https://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-create-container |
| Configure throughput buckets for shared Cosmos DB containers | https://learn.microsoft.com/en-us/azure/cosmos-db/throughput-buckets |
| Configure throughput control groups in Cosmos DB Java SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/throughput-control-java |
| Configure throughput control in Azure Cosmos DB Spark connector | https://learn.microsoft.com/en-us/azure/cosmos-db/throughput-control-spark |
| Configure Cosmos DB time-to-live for automatic expiry | https://learn.microsoft.com/en-us/azure/cosmos-db/time-to-live |
| Tune Java v4 Cosmos DB connection configuration | https://learn.microsoft.com/en-us/azure/cosmos-db/tune-connection-configurations-java-sdk-v4 |
| Tune Azure Cosmos DB .NET SDK v3 connection settings | https://learn.microsoft.com/en-us/azure/cosmos-db/tune-connection-configurations-net-sdk-v3 |
| Configure workspace data transformations for Cosmos DB logs | https://learn.microsoft.com/en-us/azure/cosmos-db/tutorial-log-transformation |
| Define and use unique key policies in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/unique-keys |
| Run DBA commands and override Cassandra configurations | https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/dba-commands |
| Enable materialized views in managed Cassandra | https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/materialized-views |
| Configure Azure Monitor for Cassandra clusters | https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/monitor-clusters |
| Configure outbound network rules for Cassandra managed instances | https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/network-rules |
| Set up Prometheus and Grafana for Cassandra metrics | https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/visualize-prometheus-grafana |
### Integrations & Coding Patterns
| Topic | URL |
|-------|-----|
| Use Azure CLI samples for Cosmos DB Cassandra management | https://github.com/azure-samples/azure-cli-samples/tree/master/cosmosdb/cassandra |
| Use PowerShell samples to manage Cosmos DB Cassandra resources | https://github.com/azure/azure-docs-powershell-samples/tree/master/cosmosdb/cassandra |
| Use .NET bulk executor library for Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/bulk-executor-dotnet |
| Implement bulk import with Azure Cosmos DB Java SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/bulk-executor-java |
| Configure Spark integration with Cosmos DB Cassandra | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/connect-spark-configuration |
| Run Glowroot APM with Cosmos DB Cassandra | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/glowroot |
| Create Cassandra containers using Azure Cosmos DB SDKs | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/how-to-create-container |
| Configure Kafka Connect to Cosmos DB Cassandra | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/kafka-connect |
| Migrate Cassandra data via Databricks to Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/migrate-data-databricks |
| Migrate Oracle to Cosmos DB Cassandra using Arcion | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/oracle-migrate-cosmos-db-arcion |
| Sync PostgreSQL to Cosmos DB Cassandra using Kafka | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/postgres-migrate-cosmos-db-kafka |
| Run Spark aggregation queries on Cosmos DB Cassandra | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-aggregation-operations |
| Insert data into Cosmos DB Cassandra using Spark | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-create-operations |
| Access Cosmos DB Cassandra from Azure Databricks | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-databricks |
| Perform keyspace and table DDL via Spark on Cosmos DB Cassandra | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-ddl-operations |
| Delete data in Cosmos DB Cassandra from Spark | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-delete-operation |
| Access Cosmos DB Cassandra from HDInsight Spark on YARN | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-hdinsight |
| Read Cosmos DB Cassandra table data with Spark | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-read-operation |
| Copy tables in Cosmos DB Cassandra via Spark | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-table-copy-operations |
| Upsert data to Cosmos DB Cassandra using Spark | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/spark-upsert-operations |
| Use Azure Cosmos DB change feed processor with SDKs | https://learn.microsoft.com/en-us/azure/cosmos-db/change-feed-processor |
| Implement Azure Cosmos DB change feed pull model | https://learn.microsoft.com/en-us/azure/cosmos-db/change-feed-pull-model |
| Process Azure Cosmos DB change feed with Apache Spark | https://learn.microsoft.com/en-us/azure/cosmos-db/change-feed-spark |
| Integrate Cosmos DB Java SDK metrics with Micrometer and Prometheus | https://learn.microsoft.com/en-us/azure/cosmos-db/client-metrics-java |
| Retrieve RU charge for Cosmos DB SQL queries | https://learn.microsoft.com/en-us/azure/cosmos-db/find-request-unit-charge |
| Index external documents into Cosmos DB for semantic search | https://learn.microsoft.com/en-us/azure/cosmos-db/gen-ai/document-indexer |
| Get latest restorable timestamp via PowerShell and CLI | https://learn.microsoft.com/en-us/azure/cosmos-db/get-latest-restore-timestamp |
| Execute Gremlin graph queries on Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/how-to-write-queries |
| Use partner tools with Cosmos DB Gremlin graphs | https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/partner-tools-services |
| Quickstart: Connect .NET Gremlin client to Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/quickstart-dotnet |
| Quickstart: Connect Node.js Gremlin client to Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/quickstart-nodejs |
| Quickstart: Connect Python Gremlin client to Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/gremlin/quickstart-python |
| Use distributed transactions with Azure Cosmos DB .NET SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-configure-and-use-distributed-transactions |
| Convert Cosmos DB .NET SDK session token formats | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-convert-session-token |
| Create Azure Cosmos DB containers via portal, CLI, and SDKs | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-create-container |
| Delete Azure Cosmos DB items by partition key value | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-delete-by-partition-key |
| Create Azure Cosmos DB containers with .NET SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-create-container |
| Create Cosmos DB databases with the .NET SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-create-database |
| Create and upsert items in Cosmos DB with .NET | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-create-item |
| Connect to Cosmos DB for NoSQL using .NET SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-get-started |
| Query Cosmos DB items with the .NET SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-query-items |
| Read items from Cosmos DB using .NET | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-read-item |
| Index and query vector data in Azure Cosmos DB with .NET | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-dotnet-vector-index-query |
| Index and query vector data in Azure Cosmos DB with Java | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-java-vector-index-query |
| Create Azure Cosmos DB containers with JavaScript SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-javascript-create-container |
| Create Cosmos DB databases with the JavaScript SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-javascript-create-database |
| Create Azure Cosmos DB items with JavaScript SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-javascript-create-item |
| Connect to Cosmos DB for NoSQL using JavaScript | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-javascript-get-started |
| Query Azure Cosmos DB items with JavaScript SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-javascript-query-items |
| Index and query vector data in Azure Cosmos DB with JavaScript | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-javascript-vector-index-query |
| Use Azure Cosmos DB Data Migration Tool for imports | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-migrate-desktop-tool |
| Create Azure Cosmos DB containers with Python SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-python-create-container |
| Create Azure Cosmos DB databases with Python SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-python-create-database |
| Connect to Azure Cosmos DB for NoSQL with Python | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-python-get-started |
| Index and query vector data in Azure Cosmos DB with Python | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-python-vector-index-query |
| Call Cosmos DB stored procedures and triggers from SDKs | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-use-stored-procedures-triggers-udfs |
| Write Cosmos DB stored procedures using JavaScript query API | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-write-javascript-query-api |
| Implement Cosmos DB stored procedures, triggers, and UDFs | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-write-stored-procedures-triggers-udfs |
| Use JavaScript query API inside Cosmos DB server-side code | https://learn.microsoft.com/en-us/azure/cosmos-db/javascript-query-api |
| Integrate Azure Cosmos DB with Kafka Connect | https://learn.microsoft.com/en-us/azure/cosmos-db/kafka-connector |
| Configure Cosmos DB Kafka sink connector for topic ingestion | https://learn.microsoft.com/en-us/azure/cosmos-db/kafka-connector-sink |
| Configure Cosmos DB Kafka sink connector V2 | https://learn.microsoft.com/en-us/azure/cosmos-db/kafka-connector-sink-v2 |
| Configure Cosmos DB Kafka source connector for change feed | https://learn.microsoft.com/en-us/azure/cosmos-db/kafka-connector-source |
| Configure Cosmos DB Kafka source connector V2 | https://learn.microsoft.com/en-us/azure/cosmos-db/kafka-connector-source-v2 |
| Use Cosmos DB Kafka Connect V2 for streaming data | https://learn.microsoft.com/en-us/azure/cosmos-db/kafka-connector-v2 |
| Use latest restorable timestamp API for Cosmos DB containers | https://learn.microsoft.com/en-us/azure/cosmos-db/latest-restore-timestamp-continuous-backup |
| Connect MongoDB applications to Cosmos DB using connection strings | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/connect-account |
| Connect Mongoose-based Node.js apps to Cosmos DB MongoDB API | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/connect-using-mongoose |
| Use Cosmos DB MongoDB extension commands | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/custom-commands |
| Build Node.js console app with Cosmos DB MongoDB API | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/nodejs-console-app |
| Delete data in Cosmos DB for MongoDB collections | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-delete |
| Connect Angular/Node app to Cosmos DB using Mongoose | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-develop-nodejs-part-5 |
| Insert data via Mongo shell into Cosmos DB MongoDB API | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-insert |
| Query Cosmos DB for MongoDB using Mongo shell | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-query |
| Update documents in Cosmos DB MongoDB API with Mongosh | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/tutorial-update |
| Integrate Cosmos DB with BI tools via ODBC driver | https://learn.microsoft.com/en-us/azure/cosmos-db/odbc-driver |
| Use partial document update (Patch API) in Azure Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/partial-document-update |
| Get started with partial document update in Cosmos DB SDKs | https://learn.microsoft.com/en-us/azure/cosmos-db/partial-document-update-getting-started |
| Ingest data from Azure Blob Storage into Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-ingest-azure-blob-storage |
| Use Azure Data Factory to ingest data into Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-ingest-azure-data-factory |
| Ingest real-time data with Azure Stream Analytics into Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-ingest-azure-stream-analytics |
| Create and modify distributed tables in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-modify-distributed-tables |
| Determine true size of distributed tables in Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-table-size |
| Use C# to connect to Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-app-stacks-csharp |
| Create Java app connecting to Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-app-stacks-java |
| Use Node.js to connect to Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-app-stacks-nodejs |
| Use Python to connect to Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-app-stacks-python |
| Use Ruby to connect to Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-app-stacks-ruby |
| Connect to Cosmos DB for PostgreSQL using psql | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-connect-psql |
| Distribute tables across Cosmos DB for PostgreSQL nodes | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/quickstart-distribute-tables |
| Use COPY command in Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-copy-command |
| Call distributed SQL functions in Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-functions |
| Use pg_azure_storage extension with Azure Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-pg-azure-storage |
| Shard data using distributed tables in Cosmos DB for PostgreSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/tutorial-shard |
| Create Cosmos DB vector index with .NET SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-create-vector-index-dotnet |
| Create Cosmos DB vector index with Go SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-create-vector-index-go |
| Create Cosmos DB vector index with Java SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-create-vector-index-java |
| Create Cosmos DB vector index with Python SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-create-vector-index-python |
| Create Cosmos DB vector index with TypeScript SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-create-vector-index-typescript |
| Use Azure Cosmos DB with .NET SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-dotnet |
| Use Azure Cosmos DB with Java SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-java |
| Use Azure Cosmos DB with Node.js SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-nodejs |
| Use Azure Cosmos DB with Python SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-python |
| Use .NET client for Cosmos DB vector search | https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-vector-store-dotnet |
| Implement Cosmos DB vector search with Go | https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-vector-store-go |
| Implement Cosmos DB vector search with Java | https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-vector-store-java |
| Implement Cosmos DB vector search with Node.js | https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-vector-store-nodejs |
| Implement Cosmos DB vector search with Python | https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-vector-store-python |
| Read Azure Cosmos DB change feed with push and pull models | https://learn.microsoft.com/en-us/azure/cosmos-db/read-change-feed |
| Use Azure CLI to manage Cosmos DB for NoSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/samples-cli |
| Use Azure PowerShell with Cosmos DB for NoSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/samples-powershell |
| Scale Cosmos DB throughput on a schedule with Functions | https://learn.microsoft.com/en-us/azure/cosmos-db/scale-on-schedule |
| Bulk Executor .NET SDK reference for Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/sdk-dotnet-bulk-executor-v2 |
| .NET Change Feed Processor SDK reference for Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/sdk-dotnet-change-feed-v2 |
| .NET SDK v3 usage and resources for Cosmos DB NoSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/sdk-dotnet-v3 |
| Legacy Java SDK v2 reference and retirement for Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/sdk-java-v2 |
| Node.js SDK usage and release notes for Cosmos DB | https://learn.microsoft.com/en-us/azure/cosmos-db/sdk-nodejs |
| Use Cosmos DB as ASP.NET session state and cache provider | https://learn.microsoft.com/en-us/azure/cosmos-db/session-state-and-caching-provider |
| Use Azure Cosmos DB Shell command reference effectively | https://learn.microsoft.com/en-us/azure/cosmos-db/shell/command-reference |
| Connect to Azure Cosmos DB for Table using the .NET SDK | https://learn.microsoft.com/en-us/azure/cosmos-db/table/how-to-dotnet-get-started |
| Use transactional batch operations in Azure Cosmos DB SDKs | https://learn.microsoft.com/en-us/azure/cosmos-db/transactional-batch |
| Integrate Vercel applications with Cosmos DB backends | https://learn.microsoft.com/en-us/azure/cosmos-db/vercel-integration |
| Integrate Jaeger tracing with Cassandra managed instance | https://learn.microsoft.com/en-us/azure/managed-instance-apache-cassandra/jaeger |
### Deployment
| Topic | URL |
|-------|-----|
| Deploy Cosmos DB NoSQL resources using Bicep | https://learn.microsoft.com/en-us/azure/cosmos-db/bicep-samples |
| Manage Cosmos DB Cassandra with Bicep templates | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/manage-with-bicep |
| Migrate Apache Cassandra data to Cosmos DB Cassandra | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/migrate-data |
| Migrate Oracle data to Cosmos DB Cassandra with Striim | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/migrate-data-striim |
| Deploy Cosmos DB Cassandra resources with ARM templates | https://learn.microsoft.com/en-us/azure/cosmos-db/cassandra/templates-samples |
| Deploy Cosmos DB web app using ARM template | https://learn.microsoft.com/en-us/azure/cosmos-db/create-website |
| Restore deleted Cosmos DB containers or databases in-account | https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-restore-in-account-continuous-backup |
| Deploy Azure Cosmos DB resources with ARM templates | https://learn.microsoft.com/en-us/azure/cosmos-db/manage-with-templates |
| Manage Cosmos DB for MongoDB using Bicep | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/manage-with-bicep |
| Migrate large MongoDB datasets to Cosmos DB with Databricks | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/migrate-databricks |
| Deploy Cosmos DB for MongoDB with ARM templates | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/resource-manager-template-samples |
| Upgrade Cosmos DB for MongoDB wire protocol version | https://learn.microsoft.com/en-us/azure/cosmos-db/mongodb/upgrade-version |
| Manage scheduled maintenance for Cosmos DB clusters | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/concepts-maintenance |
| Execute migration workflow to PostgreSQL elastic clusters | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/how-to-migrate-database-postgresql |
| Upgrade PostgreSQL and Citus versions in Cosmos DB for PostgreSQL clusters | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/howto-upgrade |
| Manage Azure Cosmos DB for PostgreSQL with Terraform | https://learn.microsoft.com/en-us/azure/cosmos-db/postgresql/reference-terraform |
| Provision Cosmos DB NoSQL accounts with Terraform | https://learn.microsoft.com/en-us/azure/cosmos-db/samples-terraform |
| Create Azure Cosmos DB for Table resources using Bicep | https://learn.microsoft.com/en-us/azure/cosmos-db/table/manage-with-bicep |
| Deploy Azure Cosmos DB for Table with ARM templates | https://learn.microsoft.com/en-us/azure/cosmos-db/table/resource-manager-templates |
| Deploy ASP.NET app with Cosmos DB and AKS via Bicep | https://learn.microsoft.com/en-us/azure/cosmos-db/tutorial-deploy-app-bicep-aks |
| Implement .NET bulk import to Cosmos DB for NoSQL | https://learn.microsoft.com/en-us/azure/cosmos-db/tutorial-dotnet-bulk-import |
| Configure Azure DevOps CI/CD with Cosmos DB Emulator | https://learn.microsoft.com/en-us/azure/cosmos-db/tutorial-setup-ci-cd |
| Deploy Spring Boot app with Cosmos DB on AKS | https://learn.microsoft.com/en-us/azure/cosmos-db/tutorial-springboot-azure-kubernetes-service |Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
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