Provision Cosmos DB with Terraform
The most surprising thing about provisioning Cosmos DB with Terraform is how much of the "magic" is actually just declarative API calls, and how little .
Cosmos DB Articles
50 articles
Write User-Defined Functions in Cosmos DB for Custom Query Logic
Cosmos DB user-defined functions UDFs let you extend the query language with custom JavaScript logic, but they're actually a performance bottleneck if y.
Query Cosmos DB with Azure Synapse Analytics via Analytical Store
Cosmos DB's Analytical Store is a high-throughput, low-cost storage layer that allows you to run analytical queries on your operational data without imp.
Cosmos DB Autoscale vs Manual RU: Choose the Right Throughput Model
Autoscale throughput in Cosmos DB doesn't just scale up and down; it actively predicts your workload and adjusts provisioned Request Units RUs proactive.
Trigger Azure Functions on Cosmos DB Change Feed Events
Azure Functions can react to changes in Cosmos DB, but the mechanism isn't a direct "event" in the traditional sense; it's a polling loop that checks fo.
Bulk Import and Update Cosmos DB Data with the Bulk Executor Library
Cosmos DB's Bulk Executor library doesn't actually move data in bulk; it parallelizes individual operations to feel like a bulk operation.
Run Bulk Operations in Cosmos DB with the SDK
Cosmos DB's SDKs offer a way to batch operations, but it's not a single "batch" API call; it's a collection of operations that are sent together.
Use Cosmos DB Cassandra API as a Managed Cassandra Service
The most surprising thing about using Cosmos DB with its Cassandra API is that it's often not about replicating Cassandra's behavior, but about leveragi.
Process Real-Time Changes in Cosmos DB with Change Feed
The Cosmos DB Change Feed doesn't actually "process" changes in real-time; it's a persistent log of historical changes that you then process.
Speed Up ORDER BY Queries with Cosmos DB Composite Indexes
Composite indexes are the secret sauce for making ORDER BY queries fly in Cosmos DB, especially when you're sorting on multiple fields.
Resolve Write Conflicts in Cosmos DB Multi-Region Writes
Cosmos DB's multi-region write feature, while incredibly powerful for global availability, can sometimes lead to write conflicts.
Cosmos DB Consistency Levels: Strong vs Eventual vs Session
Cosmos DB's consistency levels aren't a dial you turn for "more consistent" or "less consistent"; they're fundamentally different guarantees about when .
Cosmos DB Container vs Database RU Provisioning: Which to Use
The most surprising truth about Cosmos DB RU provisioning is that "container" isn't just a smaller scope than "database"; it's fundamentally a different.
Enable Continuous Backup and Point-in-Time Restore in Cosmos DB
Cosmos DB's continuous backup mode is a game-changer for data durability, but its true power lies in enabling point-in-time restore PITR, which is far m.
Cut Cosmos DB Costs: RU Optimization, TTL, and Autoscale
Cosmos DB's Request Unit RU model is less about throughput and more about a complex, internally-weighted cost of operations.
Optimize Cross-Partition Queries in Cosmos DB to Cut RU Cost
Cosmos DB doesn't actually charge you for cross-partition queries; it charges you for the total Request Units RUs consumed by all partitions involved in.
Automatically Expire Cosmos DB Documents with TTL
Automatically Expire Cosmos DB Documents with TTL — practical guide covering cosmos-db setup, configuration, and troubleshooting with real-world examples.
Reduce Cosmos DB Latency with the Dedicated Gateway Cache
The Dedicated Gateway Cache doesn't just reduce latency; it fundamentally changes where your requests are processed, moving computation closer to your a.
Enable Cosmos DB Diagnostic Logs for Query and RU Analysis
Cosmos DB diagnostic logs are actually a surprisingly flexible, but often overlooked, tool for deep performance analysis, not just general troubleshooti.
Cosmos DB .NET SDK Best Practices for Production Throughput
Cosmos DB .NET SDK Best Practices for Production Throughput — The Cosmos DB .NET SDK can be a performance bottleneck if not configured correctly for pro...
Develop Against Cosmos DB Locally with the Azure Emulator
The Azure Cosmos DB Emulator lets you develop and test your applications against Cosmos DB without incurring any costs or requiring an Azure subscriptio.
Encrypt Cosmos DB with Customer-Managed Keys in Azure Key Vault
Azure Key Vault's customer-managed keys CMK feature allows you to encrypt your Cosmos DB data at rest using keys that you control, rather than Azure's a.
Distribute Cosmos DB Globally with Multi-Region Replication
Cosmos DB's global distribution isn't about replicating data; it's about replicating consistency guarantees across regions.
Build Graph Applications with Cosmos DB Gremlin API
Cosmos DB's Gremlin API lets you model your data as a graph, but most people don't realize it's actually running a fully managed Apache TinkerPop graph .
Use Hierarchical Partition Keys to Avoid Cosmos DB Hot Partitions
Cosmos DB doesn't actually distribute data evenly across partitions if your partition key isn't well-chosen, leading to "hot partitions" that bottleneck.
Detect and Fix Hot Partitions in Cosmos DB
Detect and Fix Hot Partitions in Cosmos DB — practical guide covering cosmos-db setup, configuration, and troubleshooting with real-world examples.
Tune Cosmos DB Indexing Policy to Reduce RU Consumption
Cosmos DB's indexing policy isn't just about what gets indexed, but how it's indexed, and that has a massive impact on Request Units RUs consumed.
Cut Cosmos DB Read Costs with the Integrated Cache
The integrated cache in Azure Cosmos DB can dramatically reduce read costs, but it's not a magic bullet; it's a smart optimization for specific access p.
Build High-Throughput Cosmos DB Apps with the Java Async SDK
Cosmos DB's Java async SDK can actually reduce your application's latency and resource consumption by letting it do more work concurrently rather than w.
Authenticate to Cosmos DB with Azure Managed Identity
Azure Managed Identity is the most secure and convenient way to authenticate your Azure services to Azure Cosmos DB, eliminating the need to manage cred.
Monitor Cosmos DB RU Consumption, Latency, and Errors
Cosmos DB's Request Units RUs are not a cost metric, but a measure of normalized resource consumption, and you can easily exceed your provisioned throug.
Use Cosmos DB MongoDB API as a Managed MongoDB Service
Cosmos DB's MongoDB API lets you leverage the familiar MongoDB protocol and drivers while benefiting from Azure's managed infrastructure and global dist.
Enable Multi-Region Writes in Cosmos DB for Global Throughput
Cosmos DB doesn't actually replicate writes across regions instantly; it uses a conflict-resolution mechanism to ensure consistency while allowing write.
Migrate a NoSQL Database to Cosmos DB with Minimal Downtime
Cosmos DB isn't just a NoSQL database; it's a globally distributed, multi-model database service that lets you provision throughput and storage independ.
Exclude Cosmos DB Paths from Indexing to Save RU
Cosmos DB's indexing strategy is a double-edged sword: it makes queries lightning fast, but it can also be a massive drain on your Request Units RUs if .
Choose the Right Cosmos DB Partition Key to Avoid Hot Partitions
Choosing the right partition key for Azure Cosmos DB is the single most critical decision you'll make for performance and cost.
Restore Cosmos DB to a Point in Time After Accidental Deletion
Restoring a Cosmos DB database to a point in time after accidental deletion isn't about recovering deleted data; it's about creating a new database from.
Scale PostgreSQL Globally with Cosmos DB for PostgreSQL
Scale PostgreSQL Globally with Cosmos DB for PostgreSQL — practical guide covering cosmos-db setup, configuration, and troubleshooting with real-world e...
Connect to Cosmos DB Privately with Azure Private Endpoint
Azure Private Endpoint for Cosmos DB isn't just about blocking public access; it fundamentally changes how your application thinks about reaching your d.
Get Started with Cosmos DB Using the Python SDK
Cosmos DB is a globally distributed, multi-model database service that offers a variety of APIs to interact with your data.
Fix Cosmos DB 429 Rate Limiting Errors by Tuning RU
Cosmos DB is throttling your requests because you're exceeding the provisioned throughput, leading to 429 Too Many Requests errors.
Control Cosmos DB Data Plane Access with RBAC
Cosmos DB's data plane access, often thought of as just "reading and writing data," is actually controlled by the same RBAC mechanisms you use for manag.
Understand Cosmos DB Request Units and Plan Capacity
Cosmos DB Request Units RUs aren't a direct measure of CPU, memory, or network, but rather a normalized abstraction of all the resources a database oper.
Protect Cosmos DB Resources from Deletion with Resource Locks
Azure Cosmos DB resources can be accidentally deleted, leading to extended downtime and data loss. Resource locks prevent this by disallowing certain op.
Implement Retry Logic for Cosmos DB SDK Calls in Production
Cosmos DB SDKs are designed to be resilient, but that doesn't mean your application code can be passive about network hiccups or transient service issue.
Run Cosmos DB in Serverless Mode for Unpredictable Workloads
The real magic of Cosmos DB serverless isn't just that it scales down to zero; it's that it actively punishes predictable, high-throughput workloads by .
Integrate Cosmos DB with Spring Boot Applications
Integrate Cosmos DB with Spring Boot Applications — practical guide covering cosmos-db setup, configuration, and troubleshooting with real-world examples.
Optimize Cosmos DB SQL API Queries to Cut RU and Latency
Cosmos DB's SQL API is designed for performance, but hitting those aggressive latency and RU Request Unit targets often feels like wrestling with a blac.
Write Stored Procedures and Triggers in Cosmos DB
Cosmos DB stored procedures and triggers aren't database-level code that runs on a dedicated SQL engine; they're JavaScript functions that execute on th.
Migrate Azure Table Storage to Cosmos DB Table API
Migrating from Azure Table Storage to Cosmos DB Table API is often framed as a simple upgrade, but the real win is unlocking drastically different perfo.