Build and operate the data processing systems behind analytics and ML on Google Cloud, including BigQuery, Dataflow, and Pub/Sub, and track your readiness for the Professional Data Engineer exam.
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Google Cloud service
Pub/Sub Lite
Topic in 1 exam domain
Also called: pubsublite
A real-time messaging service engineered for low cost with lower reliability compared to Pub/Sub, offering zonal and regional storage topics.
Where this appears on the exam
1 subdomain in 1 of 5 domains
~25% of exam
Related topics
FoundationsBuilding blocksThis topicWorks alongsideApplication Default CredentialsFeatureIdentity and Access ManagementServiceDataflowServiceCloud MonitoringServiceIAMServicePub/SubServiceKnowledge CatalogServiceCloud StorageServiceCloud KMSService
Pub/Sub LiteService
BigQueryServiceCloud RunServiceManaged Service for Apache SparkServiceSparkConceptCloud Audit LogsFeatureCloud LoggingServicePoints to what builds on itWorks with or alternative toHover or tap a line to see what connects the two
- Pub/Sub Lite depends on Application Default Credentials From the official documentation: “To authenticate to Pub/Sub Lite, set up Application Default Credentials.”
- Dataflow works with Pub/Sub Lite From the official documentation: “- [Tutorial: Stream messages to Pub/Sub Lite with Dataflow](/pubsub/lite/docs/stream-messages-dataflow)”
- Pub/Sub is an alternative to Pub/Sub Lite From the official documentation: “- [Choose Pub/Sub or Pub/Sub Lite](/pubsub/docs/choose_lite_or_pubsub)”
- Application Default Credentials works with Pub/Sub Lite From the official documentation: “To authenticate to Pub/Sub Lite, set up Application Default Credentials.”
- Application Default Credentials secures Pub/Sub Lite From the official documentation: “To authenticate to Pub/Sub Lite, set up Application Default Credentials.”
- Cloud Audit Logs works with Pub/Sub Lite From the official documentation: “Working with audit logs Learn about the default and optional logs created by Pub/Sub Lite as part of Cloud Audit Logs”
- Cloud Monitoring works with Pub/Sub Lite From the official documentation: “Pub/Sub Lite reports metrics to Cloud Monitoring.”
- IAM secures Pub/Sub Lite From the official documentation: “Access with IAM Learn how Pub/Sub Lite uses IAM for access control.”
- Identity and Access Management secures Pub/Sub Lite From the official documentation: “Pub/Sub Lite uses Identity and Access Management (IAM) for authorization.”
- Managed Service for Apache Spark works with Pub/Sub Lite From the official documentation: “The `samples` directory in the [`java-pubsublite-spark` repository on GitHub](https://github.com/googleapis/java-pubsublite-spark) contains a Spark example in Java that uses Pub/Sub Lite with Managed Service for Apache Spark.”
- Pub/Sub works with Pub/Sub Lite From the official documentation: “Export Pub/Sub Lite messages to Pub/Sub”
- Pub/Sub Lite works with Spark From the official documentation: “Write messages to a Pub/Sub Lite topic from a Spark cluster in the streaming mode.”
- BigQuery is an alternative to Cloud Storage From the official documentation: “The `import_result_sink` must be a Cloud Storage path or a BigQuery table.”
- BigQuery works with Cloud Storage From the official documentation: “Sample to load Avro data from Cloud Storage into a new BigQuery table”
- Application Default Credentials secures BigQuery From the official documentation: “To authenticate to BigQuery, set up Application Default Credentials.”
- BigQuery works with Cloud Logging From the official documentation: “BigQuery utilizes Cloud Logging for some of your log data.”
- Cloud Run depends on Pub/Sub From the official documentation: “Cloud Run function triggered by Pub/Sub to fetch HYPR MFA logs and write to GCS.”
- Application Default Credentials works with Pub/Sub From the official documentation: “To authenticate to Pub/Sub, set up Application Default Credentials.”
- Dataflow works with Pub/Sub From the official documentation: “Pub/Sub notifies Dataflow about the upload.”
- Application Default Credentials works with Cloud Storage From the official documentation: “To authenticate to Cloud Storage, set up Application Default Credentials.”
- Application Default Credentials secures Pub/Sub From the official documentation: “To authenticate to Pub/Sub, set up Application Default Credentials.”
- BigQuery works with Cloud Monitoring From the official documentation: “You can use Monitoring to export your metrics to BigQuery.”
- BigQuery works with Dataflow From the official documentation: “Read from BigQuery to Dataflow”
- Application Default Credentials works with BigQuery From the official documentation: “Create a BigQuery client using application default credentials.”
- Cloud Storage works with Dataflow From the official documentation: “Write from Dataflow to Cloud Storage”
- Pub/Sub depends on Application Default Credentials From the official documentation: “To authenticate to Pub/Sub, set up Application Default Credentials.”
- Application Default Credentials secures Cloud Storage From the official documentation: “To authenticate to Cloud Storage, set up Application Default Credentials.”
- BigQuery depends on Application Default Credentials From the official documentation: “To authenticate to BigQuery, set up Application Default Credentials.”
- BigQuery works with Knowledge Catalog From the official documentation: “Some Knowledge Catalog functionalities trigger job execution using BigQuery.”
- Cloud Monitoring depends on Application Default Credentials From the official documentation: “To authenticate to Monitoring, set up Application Default Credentials.”
- Application Default Credentials secures Dataflow From the official documentation: “To authenticate to Dataflow, set up Application Default Credentials.”
- BigQuery works with Pub/Sub From the official documentation: “createBigQuerySubscription creates a Pub/Sub subscription that exports messages to BigQuery.”
- Cloud Logging works with Pub/Sub From the official documentation: “Pub/Sub writes various log entries to Cloud Logging in the Google Cloud console.”
- Cloud Storage is an alternative to Pub/Sub From the official documentation: “To keep audit logs for a longer period of time or to use more powerful search capabilities, you can route copies of your audit logs to Cloud Storage, BigQuery, or Pub/Sub.”
- Application Default Credentials works with Dataflow From the official documentation: “To authenticate to Dataflow, set up Application Default Credentials.”
- Application Default Credentials secures Managed Service for Apache Spark From the official documentation: “To authenticate to Managed Service for Apache Spark, set up Application Default Credentials.”
- Cloud Audit Logs works with Cloud Storage From the official documentation: “This page provides supplemental information for using [Cloud Audit Logs](/logging/docs/audit) with Cloud Storage.”
- Cloud Logging works with Cloud Monitoring From the official documentation: “You can store and view query-response activity logs in Cloud Logging and set up logs-based monitoring by using Cloud Monitoring.”
- Cloud Logging works with Cloud Storage From the official documentation: “Cloud Storage writes various log entries to Cloud Logging in the Google Cloud console.”
- Cloud Storage works with Managed Service for Apache Spark From the official documentation: “Managed Service for Apache Spark accesses these files on Cloud Storage.”
- Cloud Storage works with Pub/Sub From the official documentation: “| **Google Cloud** | Cloud Storage | Pub/Sub |”
- Dataflow depends on Application Default Credentials From the official documentation: “To authenticate to Dataflow, set up Application Default Credentials.”
- Application Default Credentials configures BigQuery From the official documentation: “To authenticate to BigQuery, set up Application Default Credentials.”
- Application Default Credentials works with Cloud Run From the official documentation: “To authenticate to Cloud Run, set up Application Default Credentials.”
- Application Default Credentials secures IAM From the official documentation: “To authenticate to IAM, set up Application Default Credentials.”
- Application Default Credentials secures Knowledge Catalog From the official documentation: “To authenticate to Knowledge Catalog, set up Application Default Credentials.”
- BigQuery works with Cloud Audit Logs From the official documentation: “Cloud Audit Logs maintain a record of Google Cloud events, including BigQuery events.”
- BigQuery is an alternative to Pub/Sub From the official documentation: “To keep audit logs for a longer period of time or to use more powerful search capabilities, you can route copies of your audit logs to Cloud Storage, BigQuery, or Pub/Sub.”
- Cloud KMS depends on Application Default Credentials From the official documentation: “To authenticate to Cloud KMS, set up Application Default Credentials.”
- Cloud Run works with Cloud Storage From the official documentation: “Receive events from Cloud Storage in a Cloud Run service”
- Cloud Run works with Identity and Access Management From the official documentation: “For example, a remote backend deployed on Cloud Run can use Identity and Access Management (IAM) to:”
- Cloud Storage depends on Application Default Credentials From the official documentation: “To authenticate to Cloud Storage, set up Application Default Credentials.”
- IAM secures BigQuery From the official documentation: “BigQuery uses IAM to manage access to resources.”
- Identity and Access Management secures Cloud Storage From the official documentation: “Cloud Storage uses Identity and Access Management (IAM) for authorization.”
- Managed Service for Apache Spark depends on Cloud Storage From the official documentation: “Managed Service for Apache Spark uses Cloud Storage as its default distributed file system.”
- Application Default Credentials works with Cloud KMS From the official documentation: “To authenticate to Cloud KMS, set up Application Default Credentials.”
- Application Default Credentials secures Cloud Monitoring From the official documentation: “To authenticate to Monitoring, set up Application Default Credentials.”
- Application Default Credentials configures Cloud Storage From the official documentation: “To authenticate to Cloud Storage, set up Application Default Credentials. For more information, see [Set up authentication for client libraries](/storage/docs/authentication#client-libs).”
- Application Default Credentials works with Identity and Access Management From the official documentation: “To authenticate to IAM, set up Application Default Credentials.”
- Application Default Credentials configures Knowledge Catalog From the official documentation: “To authenticate to Knowledge Catalog, set up Application Default Credentials.”
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