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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Concept
project
Topic in 2 exam domains
- project · Concept
- Project · Concept
- Project · Feature · Knowledge Catalog search filter
- $project · Feature · Firestore MongoDB compatibility aggregation stage
- --project · Concept
Also called: GDC air-gapped projects, GDC projects, Google Cloud console projects, Google Cloud projects, Google project, LookML project, policy project, project context, project custom resource, project filter, project namespace, Project object, project or a project, project resource, project's, projects, workload project
The fundamental operating unit in the Google Cloud resource hierarchy that acts as the primary service container, trust boundary, billing unit, and policy attachment point.
Where this appears on the exam
2 subdomains in 2 of 5 domains
Related topics
FoundationsBuilding blocksBuilding blocksBuilding blocksThis topicWorks alongsideBuilds on theseBuilds on theseBuilds on theseAppliedCloud Billing accountConceptresource hierarchyConceptApplication Default CredentialsConceptorganizationConceptorganization resourceConceptcustom constraintsFeatureorganization policyConcept
projectConcept
data domainConceptCloud StorageServiceCloud VisionServiceIAM policyConceptLookML modelConceptfolderConceptCustomer-Managed Encryption KeysFeatureclusterConceptBigQueryServicePub/SubServiceBigQuery datasetConceptPoints to what builds on itWorks with or alternative toHover or tap a line to see what connects the two
- project is part of organization From the official documentation: “An organization might contain multiple projects.”
- organization policy configures project From the official documentation: “You can enforce organization policies at the organization, folder, or project level.”
- project is part of folder From the official documentation: “Folders can contain sub-folders and projects.”
- project is part of organization resource From the official documentation: “Organization resources contain folder and project resources.”
- project depends on Cloud Billing account From the official documentation: “A project and its service-level resources are always paid for by a single billing account.”
- BigQuery dataset is part of project From the official documentation: “Deleting your project removes all datasets and all tables in the project.”
- Cloud Billing account works with project From the official documentation: “A Cloud Billing account defines who pays for a given set of resources, and it can be linked to one or more projects.”
- Cloud Storage is part of project From the official documentation: “All of your Google Cloud resources belong to a project, including Cloud Storage resources like buckets and objects.”
- Cloud Vision depends on project From the official documentation: “You must enable the Vision API for your project.”
- cluster depends on project From the official documentation: “Clusters must be attached to at least one project.”
- data domain works with project From the official documentation: “Resource bindings let you link data assets and projects to a data domain to organize them within your domain hierarchy.”
- IAM policy is part of project From the official documentation: “Removes a policy binding to the IAM policy of a project, given a project ID and the binding.”
- LookML model is part of project From the official documentation: “LookML models are located inside LookML projects.”
- organization policy works with project From the official documentation: “You can enforce organization policies at the organization, folder, or project level.”
- project is part of resource hierarchy From the official documentation: “Folders and projects are nodes in the Google Cloud resource hierarchy.”
- 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.”
- Application Default Credentials works with Pub/Sub From the official documentation: “To authenticate to Pub/Sub, set up Application Default Credentials.”
- Customer-Managed Encryption Keys secures Cloud Storage From the official documentation: “CMEKs encrypt data at rest in Cloud SQL, Cloud Storage, and within GKE clusters.”
- 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.”
- Application Default Credentials works with BigQuery From the official documentation: “Create a BigQuery client using application default credentials.”
- 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 Pub/Sub From the official documentation: “createBigQuerySubscription creates a Pub/Sub subscription that exports messages to BigQuery.”
- BigQuery dataset is part of BigQuery From the official documentation: “Sample demonstrating how to create a dataset in BigQuery.”
- Cloud Storage works with Customer-Managed Encryption Keys From the official documentation: “Cloud Storage supports CMEK for routing logs.”
- 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.”
- custom constraints is part of organization policy From the official documentation: “However, if you want more granular, customizable control over the specific fields that are restricted in your organization policies, you can also create *custom constraints* and use those custom constraints in an organization policy.”
- Cloud Storage works with Pub/Sub From the official documentation: “| **Google Cloud** | Cloud Storage | Pub/Sub |”
- Customer-Managed Encryption Keys secures BigQuery From the official documentation: “You can either create CMEKs manually to protect your BigQuery resources or use Cloud KMS Autokey.”
- Customer-Managed Encryption Keys secures Pub/Sub From the official documentation: “Encrypt Pub/Sub topic with CMEK”
- Application Default Credentials configures BigQuery From the official documentation: “To authenticate to BigQuery, set up Application Default Credentials.”
- 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 Storage depends on Application Default Credentials From the official documentation: “To authenticate to Cloud Storage, 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 Cloud Vision From the official documentation: “To authenticate to Vision, set up Application Default Credentials.”
- custom constraints configures organization policy From the official documentation: “However, if you want more granular, customizable control over the specific fields that are restricted in your organization policies, you can also create *custom constraints* and use those custom constraints in an organization policy.”
- Customer-Managed Encryption Keys depends on Cloud Storage From the official documentation: “If used for storing Customer-managed Encryption Keys (CMEK): Cloud Storage (See [Cloud Storage pricing](/storage/pricing).)”
- folder is part of organization From the official documentation: “Folders and projects are all mapped under the organization node.”
- organization is part of resource hierarchy From the official documentation: “- *Organization*: Represents your company, and serves as the root of your resource hierarchy.”
- organization policy configures folder From the official documentation: “You can enforce organization policies at the organization, folder, or project level.”
- organization policy configures organization From the official documentation: “You can enforce organization policies at the organization, folder, or project level.”
- organization resource is part of resource hierarchy From the official documentation: “Projects are created under organization resources, and can be placed under folders or the organization resource itself, forming the [resource hierarchy](/resource-manager/docs/cloud-platform-resource-hierarchy).”
- Application Default Credentials secures Cloud Vision From the official documentation: “To authenticate to Vision, set up Application Default Credentials.”
- BigQuery works with Cloud Billing account From the official documentation: “In your BigQuery dataset, your Cloud Billing account pricing data is loaded into a data table named `cloud_pricing_export`.”
- BigQuery depends on Cloud Storage From the official documentation: “BigQuery relies on Cloud Storage for staging file data and supports reading from and writing to several other sources and Google Cloud services.”
- BigQuery works with LookML model From the official documentation: “Looker creates a LookML model of the data and persists the data by writing it to the BigQuery or Snowflake database that is [specified by your Looker admin](/looker/docs/admin-panel-self-service-explore#enable_self-service_explores) or that you specify during the upload process…”
- BigQuery dataset works with Pub/Sub From the official documentation: “The Pub/Sub subscription can write messages to the BigQuery dataset.”
- Cloud Storage works with Cloud Vision From the official documentation: “The Vision API can provide online (immediate) annotation of multiple pages or frames from PDF, TIFF, or GIF files stored in Cloud Storage.”
- custom constraints is part of organization From the official documentation: “Lists the custom constraints set on an organization.”
- Customer-Managed Encryption Keys is part of BigQuery From the official documentation: “If you require more control over encryption keys, BigQuery supports [customer-managed encryption keys](/bigquery/docs/customer-managed-encryption) in the [Cloud Key Management Service](/kms/docs).”
- Customer-Managed Encryption Keys is part of Cloud Storage From the official documentation: “[Cloud Storage](/storage/docs/introduction) provides features such as customer-managed encryption, lifecycle management, and aging and retention policies.”
- Customer-Managed Encryption Keys secures cluster From the official documentation: “If you enable CMEK on a cluster, then AlloyDB uses your key to encrypt all of your cluster's data in storage.”
- folder is part of Cloud Storage From the official documentation: “The folder and its contents, including stored objects and other managed folders, are deleted from your Cloud Storage bucket.”
- folder works with organization policy From the official documentation: “You can enforce organization policies at the organization, folder, or project level.”
- folder is part of organization resource From the official documentation: “Organization resources contain folder and project resources.”
- folder depends on organization resource From the official documentation: “Once you have an organization resource, you can create folder resources and begin to organize your resource hierarchy.”
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