- Cloud SQL and BigQuery: Export data from Cloud SQL to BigQuery for large-scale data analysis and processing, enabling you to leverage the power of BigQuery for advanced analytics and machine learning.
- Database Schema Management: Learn best practices for managing database schemas in Cloud SQL, including schema versioning, migrations, and updates, to ensure data integrity and consistency across your application.
- Database Indexing: Understand the importance of database indexing in Cloud SQL to optimize query performance, and learn how to create, modify, and manage indexes for your tables.
- Monitoring Query Performance: Utilize Cloud Monitoring and Cloud Logging to monitor and analyze query performance in Cloud SQL, helping you identify slow queries, resource bottlenecks, and other performance issues.
- IAM Policies for Cloud SQL: Implement IAM policies to manage access control for your Cloud SQL instances, allowing you to grant or restrict access based on predefined roles and permissions.
- Cloud SQL Alerts and Notifications: Set up alerts and notifications for your Cloud SQL instances using Cloud Monitoring, keeping you informed about important events, such as instance unavailability, resource contention, or maintenance events.
- Cloud SQL and Cloud Pub/Sub: Integrate Cloud SQL with Cloud Pub/Sub to publish and subscribe to database events, enabling you to build event-driven applications and data pipelines.
- Database Partitioning: Learn how to implement and manage database partitioning in Cloud SQL to optimize query performance and storage utilization, particularly for large tables with millions of rows.
- Database Sharding: Understand the concept of database sharding in Cloud SQL and learn how to implement and manage sharding strategies to distribute your data across multiple instances for improved performance and scalability.
- Using Cloud SQL with Cloud Build: Integrate Cloud SQL with Cloud Build to automate database-related tasks as part of your CI/CD pipeline, such as running database migrations, tests, or schema updates.
- gcloud Command-Line Interface (Continued):
- gcloud sql databases: Manage databases for a Cloud SQL instance
- gcloud sql instances clone: Clone a Cloud SQL instance
- gcloud sql instances failover: Initiate a failover on a high availability Cloud SQL instance
- gcloud sql instances export: Export data from a Cloud SQL instance to a Cloud Storage bucket
- gcloud sql instances import: Import data into a Cloud SQL instance from a Cloud Storage bucket
- gcloud sql instances delete: Delete a Cloud SQL instance
- gcloud sql instances patch: Apply a patch to a Cloud SQL instance
- gcloud sql instances start: Start a stopped Cloud SQL instance
- gcloud sql instances stop: Stop a running Cloud SQL instance
- gcloud sql users: Manage users for a Cloud SQL instance
- Resource Labels: Use resource labels to organize and categorize your Cloud SQL instances, making it easier to track, manage, and bill your resources.