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Human resources ⇄ Data warehouse

D2l Brightspace to Google Cloud Platform integration — real-time, two-way sync

Keep D2l Brightspace and Google Cloud Platform in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.

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Adopted by fast-scaling companies moving mission-critical data in real time

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Why teams connect D2l Brightspace and Google Cloud Platform

Land the people and organization records from D2l Brightspace in Google Cloud Platform as live tables for workforce reporting, without extract jobs, and write computed results back where D2l Brightspace can use them.

Workforce data is some of the most requested data in the warehouse and some of the most awkward to move: the record types are many, the fields carry sensitive personal information, the APIs are strict, and hand-built extract jobs go stale or break quietly. Whether D2l Brightspace is the system of record for employees and payroll, for candidates and applications, or for learners and course completions, the reporting belongs in Google Cloud Platform next to everything else the company measures.

Stacksync syncs Content (Modules, Topics, and User Progress), Quizzes, Assignments (Dropbox), Groups and Sections from D2l Brightspace into tables in Google Cloud Platform continuously, handling API limits and schema drift as they come. The connection is bi-directional, so values computed in Google Cloud Platform, such as headcount rollups, cost allocations, or attrition risk flags, can be written back to fields in D2l Brightspace where the HR team acts on them. You configure which records and fields cross over, and in which direction, instead of maintaining pipeline code.

Common use cases

  • 01 Publish change events to Pub/Sub so downstream services react to record updates as they happen.
  • 02 Provision Org Units such as course offerings and sections, then enroll learners from an operational database when a cohort or class is created upstream.
  • 03 Pull Content user progress and Quiz attempt results into a Postgres warehouse for engagement and completion analytics.

Common sync patterns

Queryable history for planning and audit

A continuously synced copy in Google Cloud Platform gives you a durable, queryable record of how D2l Brightspace's records change over time, for headcount planning and audit questions.

Write-back of computed values

Segments, rollups, or risk flags computed in Google Cloud Platform sync back onto the matching records in D2l Brightspace, where the HR team sees them in the system they already use.

HR data in the warehouse, minus the pipeline

People and organization records from D2l Brightspace arrive in Google Cloud Platform as queryable tables, current within seconds instead of a day behind, replacing hand-built extract jobs.

What you can sync between D2l Brightspace and Google Cloud Platform

Representative objects on each side — any object or custom field can map to any target. Schemas are auto-detected; types are converted between the two systems.

D2l Brightspace objects Google Cloud Platform objects How this pairing syncs
Quizzes Quiz objects and per-user attempts and results; attempt data is read out for engagement and completion analytics. Cloud SQL databases Managed Postgres, MySQL, and SQL Server instances synced like ordinary relational databases. Quizzes is specific to D2l Brightspace and Cloud SQL databases to Google Cloud Platform — each maps to any object or custom field on the other side.
Assignments (Dropbox) Dropbox folders, submissions, and feedback; submission and evaluation data is read into reporting systems and feedback can be written back. Cloud Storage objects Staging area for file-based bulk loads into BigQuery and other services. Assignments (Dropbox) is specific to D2l Brightspace and Cloud Storage objects to Google Cloud Platform — each maps to any object or custom field on the other side.
Groups and Sections Group categories, groups, and section membership within an org unit; enrollments are read and written to keep cohort assignments aligned. Pub/Sub topics Event streams used to move change events between systems in near real time. Groups and Sections is specific to D2l Brightspace and Pub/Sub topics to Google Cloud Platform — each maps to any object or custom field on the other side.
Users User accounts in the Learning Platform (lp) component; created, read, updated, and deleted through the Valence API and typically synced two-way with an SIS or HRIS. Firestore documents Document data read and written through the Firestore API for app-facing syncs. Users is specific to D2l Brightspace and Firestore documents to Google Cloud Platform — each maps to any object or custom field on the other side.
Enrollments Links between Users and Org Units; enroll/unenroll and batch-enrollment routes let rosters be written from an upstream system and read back for reporting. Spanner tables Strongly consistent relational tables accessed via SQL for transactional workloads. Enrollments is specific to D2l Brightspace and Spanner tables to Google Cloud Platform — each maps to any object or custom field on the other side.
Org Units The org structure — course offerings, sections, departments, and semesters; read for hierarchy and created/updated to provision courses from a database. BigQuery datasets Namespaces that group tables; syncs target tables within a dataset. Org Units is specific to D2l Brightspace and BigQuery datasets to Google Cloud Platform — each maps to any object or custom field on the other side.

How changes propagate between D2l Brightspace and Google Cloud Platform

Each direction of the sync is driven by what the source system can signal and what the destination accepts — detection, delivery, and expected latency below.

D2l Brightspace Google Cloud Platform Sub-second propagation

DetectionD2l Brightspace notifies Stacksync of record changes through webhook events. Polling Valence endpoints with date/bookmark filters, differential Brightspace Data Sets (BDS) bulk exports for changed rows via the Data Hub, and.

DeliveryEach detected change is applied to Google Cloud Platform as a row-level write, with types converted between the two schemas.

Google Cloud Platform D2l Brightspace Sub-second propagation

DetectionGoogle Cloud Platform pushes changes as they happen — webhook events backed by change data capture. Varies by service: log-based CDC on Cloud SQL (logical replication or binlog, also via Datastream), Pub/Sub for event delivery, polling for BigQuery.

DeliveryEach detected change is written to D2l Brightspace through its API, with automatic retries and rate-limit backoff.

Rate-limit considerations

  • D2l Brightspace: Per-caller token-bucket credit scheme; each route costs credits, responses carry X-Rate-Limit-Remaining, and over-quota calls return HTTP 429. D2L can adjust per-route credit costs.
  • Google Cloud Platform: Quotas are set per service and per project; BigQuery, Pub/Sub, and Cloud SQL each enforce their own limits.
What ships with D2l Brightspace ⇄ Google Cloud Platform

Connect D2l Brightspace and Google Cloud Platform for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every D2l Brightspace–Google Cloud Platform connection.

Real-time

Two-way sync

Changes in D2l Brightspace or Google Cloud Platform instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever D2l Brightspace or Google Cloud Platform data changes, update records, fire webhooks, or kick off sequences without brittle API scripts.

At scale

Event queues

Handle millions of events per minute without losing a single D2l Brightspace or Google Cloud Platform record.

Observability

Monitoring

Track your D2l Brightspace ⇄ Google Cloud Platform sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between D2l Brightspace and Google Cloud Platform.

How the D2l Brightspace and Google Cloud Platform connectors work

D2l Brightspace

Integration surface
Brightspace (Valence) REST API split into independently-versioned Learning Platform (lp) and Learning Environment (le) components, plus the Data Hub / Data Export Framework and Brightspace Data Streams
Authentication
OAuth 2.0 authorization-code grant against the D2L auth service (auth.brightspace.com); a registered app holds a client ID and secret with per-scope grants (group:resource:action, e.g. users:userdata:read), short-lived access tokens, and refresh tokens
Change detection
Polling Valence endpoints with date/bookmark filters, differential Brightspace Data Sets (BDS) bulk exports for changed rows via the Data Hub, and Brightspace Data Streams webhooks (xAPI activity events) for near-real-time signals
Capabilities
read · write · webhooks
Rate limits
Per-caller token-bucket credit scheme; each route costs credits, responses carry X-Rate-Limit-Remaining, and over-quota calls return HTTP 429. D2L can adjust per-route credit costs.
D2l Brightspace setup guide

Google Cloud Platform

Integration surface
Per-service REST and gRPC APIs; BigQuery speaks SQL and Cloud SQL exposes standard database wire protocols
Authentication
IAM service accounts with OAuth 2.0 tokens
Change detection
Varies by service: log-based CDC on Cloud SQL (logical replication or binlog, also via Datastream), Pub/Sub for event delivery, polling for BigQuery tables
Capabilities
read · write · CDC · webhooks
Rate limits
Quotas are set per service and per project; BigQuery, Pub/Sub, and Cloud SQL each enforce their own limits
How it works

How to connect D2l Brightspace to Google Cloud Platform — three steps, no code

Configure and sync within minutes, no code. Whether you sync 50k or 100M+ records, Stacksync handles the queues, infra, and plumbing. Integrations are non-invasive and need zero setup on your systems.

  1. 01

    Connect your apps

    Authenticate D2l Brightspace and Google Cloud Platform with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.

    • OAuth 2.0
    • SSH tunnel
    • VPC peering
    D2l Brightspace connected
    Google Cloud Platform connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the D2l Brightspace and Google Cloud Platform objects to sync — Stacksync auto-detects both schemas, including custom fields where the platform exposes them. Sync to existing tables, or let Stacksync create new ones with ideal data types.

    • Standard objects
    • Custom objects
    • Auto-schema
    objects · D2l Brightspace ⇄ Google Cloud Platform
    Customers 12,480
    Sales Orders 8,213
    Invoices 5,902
    Items 1,344
  3. 03

    Map fields

    Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.

    • Auto-map
    • Type casting
    • Transforms
    D2l Brightspace Google Cloud Platform
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

D2l Brightspace and Google Cloud Platform integration FAQ

SECURITY

Security teams trust Stacksync

As a data company, we understand the importance of keeping your data secure. Stacksync is built with security best practices to keep your data safe at every layer, and is DPF-certified for US, EU, UK and CH data transfers.

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SSO & SCIM

Let your users access Stacksync from your centralized user management systems. Works with Okta, Azure, Google SSO and more.

Alerts

Immediately get alerted about record syncing issues over email, Slack, PagerDuty and WhatsApp. Resolve issues from a centralized dashboard with retry and revert options.

Secure connection options

Securely connects to your systems with:

OAuth 2 SSH Tunnelling SSL certificates IP Whitelisting VPN gateway VPC peering and more

Related integrations

Every pair below is a real-time, two-way sync. Search all 436 integrations available for D2l Brightspace and Google Cloud Platform.

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