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Speech-to-Text Speech recognition and transcription supporting 125 languages.

Vision AI Custom and pre-trained models to detect emotion, text, more.

Text-to-Speech Speech synthesis in 220+ voices and 40+ languages.

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Cloud Natural Language Sentiment analysis and classification of unstructured text.

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AI Platform Platform for training, hosting, and managing ML models.

Video AI Video classification and recognition using machine learning.

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Dialogflow Conversation applications and systems development suite.

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Apigee Open Banking APIx Open banking and PSD2-compliant API delivery.

Cloud Healthcare API Solution to bridge existing care systems and apps on Google Cloud.

AppSheet No-code development platform to build and extend applications.

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Bare Metal Infrastructure to run specialized workloads on Google Cloud.

Recommender Usage recommendations for Google Cloud products and services.

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Cloud Run Fully managed environment for running containerized apps. ●Not seeing what you're looking for? See all compute products

Containers

Google Kubernetes Engine Managed environment for running containerized apps.

Container Registry Registry for storing, managing, and securing Docker images.

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Cloud Build Solution for running build steps in a Docker container.

Deep Learning Containers Containers with data science frameworks, libraries, and tools.

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Artifact Registry Package manager for build artifacts and dependencies.

Knative Components to create Kubernetes-native cloud-based software.

Cloud Run Fully managed environment for running containerized apps.

Cloud Code IDE support to write, run, and debug Kubernetes applications.

Data Analytics

BigQuery Data warehouse for business agility and insights.

Looker Platform for BI, data applications, and embedded analytics.

Dataflow Streaming analytics for stream and batch processing.

Pub/Sub Messaging service for event ingestion and delivery.

Dataproc Service for running Apache Spark and Apache Hadoop clusters.

Cloud Data Fusion Data integration for building and managing data pipelines.

Cloud Composer Workflow orchestration service built on Apache Airflow.

Data Catalog Metadata service for discovering, understanding and managing data.

Dataprep Service to prepare data for analysis and machine learning.

Google Data Studio Interactive data suite for dashboarding, reporting, and analytics.

Google Marketing Platform Marketing platform unifying advertising and analytics.

Cloud Life Sciences Tools for managing, processing, and transforming biomedical data.

Databases

Cloud Bigtable Cloud-native wide-column database for large scale, low-latency workloads.

Firestore Cloud-native document database for building rich mobile, web, and IoT apps.

Memorystore In-memory database for managed Redis and Memcached.

Cloud Spanner Cloud-native relational database with unlimited scale and 99.999% availability.

Cloud SQL Fully managed database for MySQL, PostgreSQL, and SQL Server.

Database Migration Service Serverless, minimal downtime migrations to Cloud SQL.

Bare Metal Infrastructure to run specialized workloads on Google Cloud.

Firebase Realtime Database NoSQL database for storing and syncing data in real time.

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Container Registry Private Docker storage for container images on Google Cloud.

Cloud Build Continuous integration and continuous delivery platform.

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Cloud Scheduler Cron job scheduler for task automation and management.

Tekton Kubernetes-native resources for declaring CI/CD pipelines.

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Cloud Code IDE support to write, run, and debug Kubernetes applications.

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Apigee Healthcare APIx FHIR API-based digital service production.

Cloud Healthcare API Solution for bridging existing care systems and apps on Google Cloud.

Cloud Life Sciences Tools for managing, processing, and transforming biomedical data.

Healthcare Natural Language AI Real-time insights from unstructured medical text.

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Anthos Platform for modernizing existing apps and building new ones.

Cloud Run for Anthos Integration that provides a serverless development platform on GKE.

Google Cloud Marketplace for Anthos Containerized apps with prebuilt deployment and unified billing.

Migrate for Anthos Tool to move workloads and existing applications to GKE.

Operations Monitoring, logging, and application performance suite.

Cloud Build Service for executing builds on Google Cloud infrastructure.

Traffic Director Traffic control pane and management for open service mesh.

Apigee API Management API management, development, and security platform. ●Internet of Things

Cloud IoT Core IoT device management, integration, and connection service.

Edge TPU ASIC designed to run ML inference and AI at the edge.

Management Tools

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Cloud Console Web-based interface for managing and monitoring cloud apps.

Cloud Deployment Manager Service for creating and managing Google Cloud resources.

Cloud Mobile App App to manage Google Cloud services from your mobile device.

Cloud APIs Programmatic interfaces for Google Cloud services.

Private Catalog Service catalog for admins managing internal enterprise solutions.

Cost Management Tools for monitoring, controlling, and optimizing your costs. ●Media and Gaming

Game Servers Game server management service running on Google Kubernetes Engine.

OpenCue Open source render manager for visual effects and animation.

Migration

BigQuery Data Transfer Service Data import service for scheduling and moving data into BigQuery.

Cloud Data Transfer Tools and services for transferring your data to Google Cloud.

Cloud Foundation Toolkit Reference templates for Deployment Manager and Terraform.

Transfer Service Data transfers from online and on-premises sources to Cloud Storage.

Migrate for Anthos Components for migrating VMs into system containers on GKE.

Migrate for Compute Engine Components for migrating VMs and physical servers to Compute Engine.

Transfer Appliance Storage server for moving large volumes of data to Google Cloud.

VM Migration VM migration to the cloud for low-cost refresh cycles.

Networking

Cloud Armor Security policies and defense against web and DDoS attacks.

Cloud CDN Content delivery network for serving web and video content.

Cloud DNS Domain name system for reliable and low-latency name lookups.

Cloud Load Balancing Service for distributing traffic across applications and regions.

Cloud NAT NAT service for giving private instances internet access.

Hybrid Connectivity Connectivity options for VPN, peering, and enterprise needs.

Network Intelligence Center Network monitoring, verification, and optimization platform.

Network Service Tiers Cloud network options based on performance, availability, and cost.

Network Telemetry VPC flow logs for network monitoring, forensics, and security.

Traffic Director Traffic control pane and management for open service mesh.

Virtual Private Cloud Virtual network for Google Cloud resources and cloud-based services.

Service Directory Platform for discovering, publishing, and connecting services.

Operations

Cloud Logging Google Cloud audit, platform, and application logs management.

Cloud Monitoring Infrastructure and application health with rich metrics.

Error Reporting Application error identification and analysis.

Kubernetes Engine Monitoring GKE app development and troubleshooting.

Service Monitoring SLO monitoring and alerting.

Cloud Trace Tracing system collecting latency data from applications.

Cloud Profiler CPU and heap profiler for analyzing application performance.

Cloud Debugger Real-time application state inspection and in-production debugging.

Security and Identity

Cloud IAM Permissions management system for Google Cloud resources.

Assured Workloads Compliance and security controls for sensitive workloads.

Cloud Key Management Manage encryption keys on Google Cloud.

Confidential Computing Encrypt data in use with Confidential VMs.

Security Command Center Platform for defending against threats to your Google Cloud assets.

Cloud Data Loss Prevention Sensitive data inspection, classification, and redaction platform.

Managed Service for Microsoft Active Directory Hardened service running Microsoft® Active Directory (AD).

Access Transparency Cloud provider visibility through near real-time logs.

Titan Security Key Two-factor authentication device for user account protection.

Secret Manager Store API keys, passwords, certificates, and other sensitive data.

BeyondCorp Remote Access Zero-trust access control for your internal web apps. ●Not seeing what you're looking for? See all security and identity products

Serverless Computing

Cloud Run Fully managed environment for running containerized apps.

Cloud Functions Platform for creating functions that respond to cloud events.

App Engine Serverless application platform for apps and back ends.

Workflows Workflow orchestration for serverless products and API services.

Storage

Cloud Storage Object storage that’s secure, durable, and scalable.

Filestore File storage that is highly scalable and secure.

Persistent Disk Block storage for virtual machine instances running on Google Cloud.

Cloud Storage for Firebase Object storage for storing and serving user-generated content.

Local SSD Block storage that is locally attached for high-performance needs.

Archival Storage Data archive that offers online access speed at ultra low cost.

Cloud Data Transfer Tools and services for transferring your data to Google Cloud.

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Selecting source code automatically

Cloud Debugger uses source context information to display the correct version of your source code on the Debug page. The source context information is captured in a source-context.jsonfile, which is generated from a Git repository and deployed with your application.

Before you begin

Make sure your source code is in a Git repository. Make sure the Debugger API is enabled and your environment is configured.

Setup on Google Cloud

Follow the steps below to select your source code automatically:

Java

App Engine standard environment

No additional setup. When you deploy your app, a WEB-INF/classes/source-context.json file is automatically generated and uploaded with your application.

App Engine flexible environment, Compute Engine, GKE, and Cloud Run

(一) Commit your latest changes. (二) Run the following in the root directory of your local Git repository: gcloud debug source gen-repo-info-file --output-directory="WEB-INF/classes/" (三) Deploy (or redeploy) your app from the Git repository, including the source-context.jsonfile. The correct version of your source code now appears automatically on the Debugger page.

Python

App Engine standard environment

No additional setup. Verify that Deployed files is selected in the Debugger panel.

App Engine flexible environment, Compute Engine, GKE, and Cloud Run

(一) Commit your latest changes. (二) Run the following in the root directory of your local Git repository: gcloud debug source gen-repo-info-file --output-directory=[MODULE_PACKAGE_DIR] [MODULE_PACKAGE_DIR]is the top level of your app directory. (三) Deploy (or redeploy) your app from the Git repository, including the source-context.jsonfile. The correct version of your source code now appears automatically on the Debugger page.

Node.js

App Engine standard environment

No additional setup. Verify that Deployed files is selected in the Debugger panel.

App Engine flexible environment, Compute Engine, GKE, and Cloud Run

.Net Core

Example workflow and folder structure

To generate the source-context.jsonfile, perform the following steps: Commit your latest changes:

git commit -m "Commit message"

Generate the source-context.jsonfile by running the following command from the app's root directory:

gcloud debug source gen-repo-info-file

For more information on the gcloud debug source gen-repo-info-file, run the following command:

 gcloud debug source gen-repo-info-file --help

Verify that the source-context.jsonfile is colocated with the app's source code. Your folder structure should be similar to the following:

App-directory/
  main.py
  app.yaml
  source-context.json

Redeploy your application.

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates. Last updated 2020-11-16 UTC.

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