In this section, we will understand the ideal set of circumstances that should warrant the use of Cloud Datastore, when not to use Datastore, and the ideal design choices to make when using Datastore.
Working with Datastore
by Judy Raj, Janani Ravi, Vitthal Srinivasan
Google Cloud Platform for Architects
- Title Page
- Copyright and Credits
- Packt Upsell
- Contributors
- Preface
- The Case for Cloud Computing
- Introduction to Google Cloud Platform
- Compute Choices – VMs and the Google Compute Engine
- GKE, App Engine, and Cloud Functions
- GKE
- Creating a Kubernetes cluster and deploying a WordPress container
- Using the features of GKE
- Google App Engine – flexible
- Google App Engine – standard
- Hosted web apps with App Engine Standard
- Typical App Engine architecture
- Deploying and running on App Engine Standard
- Traffic splitting
- Serverless compute with cloud functions
- Cloud Functions triggered by HTTP
- Cloud Functions triggered by Pub/Sub
- Cloud functions triggered by GCS object notifications
- Summary
- Google Cloud Storage – Fishing in a Bucket
- Knowing when (and when not) to use GCS
- Serving Static Content with GCS Buckets
- Storage classes–Regional, multi-regional, nearline, and coldline
- Working with GCS buckets
- Creating buckets
- Transferring data in and out of buckets
- Use case – Object Versioning
- Use case – object life cycle policies
- Use case – restricting access with both ACLs and IAM
- Use case – signed and timed URLs
- Use case – reacting to object changes
- Use case – using customer supplied encryption keys
- Use case – auto-syncing folders
- Use case – mounting GCS using gcsfuse
- Use case – offline ingestion options
- Summary
- Relational Databases
- NoSQL Databases
- BigQuery
- Identity and Access Management
- Managing Hadoop with Dataproc
- Load Balancing
- Networking in GCP
- Logging and Monitoring
- Infrastructure Automation
- Security on the GCP
- Pricing Considerations
- Effective Use of the GCP
- Eat the Kubernetes frog
- Careful that you don't get nickel-and-dimed
- Pay for what you allocate not what you use
- Make friends with the gsuite admins
- Try to find reasons to use network peering
- Understand how sustained use discounts work
- Read the fine print on GCS pricing
- Use BigQuery unless you have a specific reason not to
- Use pre-emptible instances in your Dataproc clusters
- Keep your Dataproc clusters stateless
- Understand the unified architecture for batch and stream
- Understand the main choices for ML applications
- Understand the differences between snapshots and images
- Don't be Milton!
- Summary
- Other Books You May Enjoy
Working with Datastore
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