Connect to Spanner from other Google Cloud services

This page describes some of the other Google Cloud products that are integrated with Spanner.

Product Links
App Engine flexible environment Use Spanner client libraries in the App Engine flexible environment.
App Engine standard environment, second generation runtime Use Spanner client libraries in second generation runtimes.
App Engine standard environment, first generation runtime Use the REST API in first generation runtimes.
Cloud Run Use Spanner client libraries from Cloud Run.
Cloud Functions Use Spanner client libraries from Cloud Functions. See Using Spanner with Cloud Functions.
Dataflow See Import, export, and modify data using Dataflow, Export databases from Spanner to Avro, Import databases from Spanner to Avro and Import and export data in CSV format.
Cloud Storage Move Spanner databases to and from Avro or CSV files stored in Cloud Storage. See Export databases from Spanner to Avro, Import databases from Spanner to Avro and Import and export data in CSV format.
Compute Engine Use Spanner client libraries from within a Compute Engine instance. See Using Spanner in a virtual machine instance.
GKE Use Spanner client libraries with GKE. See Connect Spanner with a Google Kubernetes Engine (GKE) cluster.
Vertex AI Use Spanner Vertex AI integration.