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I am building a web application with a heavy read-to-write ratio in MongoDB. As our dataset grows, queries are taking longer to execute. What are the best practices for creating and optimizing indexes specifically for read-heavy workloads?
Key Indexing Strategies
To improve read performance, consider the following techniques:
- Use Compound Indexes: Position fields used for exact matches first, followed by range filters, and finally sort fields.
- Leverage Covered Queries: Ensure that all fields returned by the query are present in the index to avoid reading full documents from disk.
- Analyze Query Execution: Use the
explain("executionStats")method to check if queries are performing collection scans.
Example: Creating a Compound Index
db.users.createIndex({
"status": 1,
"createdAt": -1
});
db.users.find({
status: "active"
}).sort({
createdAt: -1
});