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Marketing ⇄ Data warehouse

Bingads to Cloudera Data Platform integration — real-time, two-way sync

Keep Bingads and Cloudera Data 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 Bingads and Cloudera Data Platform

Put modeled data to work and measure what it drives: Cloudera Data Platform and Bingads keep contacts, audiences, and campaign results in step in real time, in both directions.

Cloudera Data Platform is where your team models customers, product usage, and revenue into trusted tables; Bingads runs the campaigns, audiences, and messages that reach those people. The two overlap wherever the same person, account, or segment matters to both, and when the bridge between them is a nightly export or a hand-built list, marketing targets stale data while analytics never sees what the campaign returned.

Stacksync syncs Impala tables, Kudu tables, Iceberg tables, Views in Cloudera Data Platform with Conversion Goals & Offline Conversions, Ad Extensions (Assets), Accounts, Customers & Users, Performance Reports in Bingads field by field, in real time, and in both directions. You decide which system owns which fields — a computed score or segment can flow out to Bingads while sends, opens, and conversions flow back to Cloudera Data Platform — and Stacksync keeps every copy consistent and resolves conflicts by rules you set.

Common use cases

  • 01 Sync curated CDP tables into an operational Postgres so applications query a low-latency copy instead of hitting the cluster.
  • 02 Publish CRM or ERP records into CDP so enterprise analytics runs alongside existing data lake workloads.
  • 03 Mirror Accounts, Customers, and users from Customer Management into an internal database for agency/MCC-style hierarchy and access reporting.
  • 04 Two-way sync remarketing and customer-match audiences so audience lists stay aligned between a CDP or CRM and Microsoft Advertising.

Common sync patterns

Enrich records with warehouse context

Product-usage counts, plan tier, region, or account owner computed in Cloudera Data Platform appear on the matching record in Bingads, so targeting, routing, and personalization use up-to-date context.

Activate a modeled audience

A segment or score built in Cloudera Data Platform — high-intent accounts, churn risk, a lifetime-value tier — lands as an audience or contact field in Bingads, so campaigns target the people your data actually points to instead of a static export.

Keep the contact and audience list current

New and updated contacts, leads, or audience members flow between Cloudera Data Platform and Bingads, so the marketing audience reflects the people in your warehouse and corrections propagate instead of the two sides drifting apart.

What you can sync between Bingads and Cloudera Data 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.

Bingads objects Cloudera Data Platform objects How this pairing syncs
Ad Groups Ad groups under a campaign with bids, network and audience targeting, and status; CRUD via Campaign Management, so structure can be pushed in from a database. Impala tables The same metastore tables served through Impala for lower-latency SQL reads. Ad Groups is specific to Bingads and Impala tables to Cloudera Data Platform — each maps to any object or custom field on the other side.
Ads Responsive search ads, expanded text ads, image and responsive ads; created and updated through Campaign Management so ad copy is managed from a source of truth. Kudu tables Storage engine tables that support row-level inserts, updates, and deletes. Ads is specific to Bingads and Kudu tables to Cloudera Data Platform — each maps to any object or custom field on the other side.
Keywords & Negative Keywords Bidded keywords and account/campaign/ad-group negative keywords with match types; CRUD, and the Bulk service is recommended for large keyword changes. Iceberg tables Open table format tables in newer CDP versions, with snapshot metadata usable for incremental reads. Keywords & Negative Keywords is specific to Bingads and Iceberg tables to Cloudera Data Platform — each maps to any object or custom field on the other side.
Budgets & Bid Strategies Shared budgets and automated bid strategies (e.g. Maximize Conversions, Target CPA); read and write so finance-approved spend and bids apply to live campaigns. Views SQL views that can present curated, sync-ready projections of raw lake data. Budgets & Bid Strategies is specific to Bingads and Views to Cloudera Data Platform — each maps to any object or custom field on the other side.
Audiences & Remarketing Lists Remarketing, customer-match, in-market, and similar audiences; read and create/associate to keep audience lists aligned with a CDP or CRM. Partitions Table partitions (often by date) that incremental extraction jobs use to scope reads. Audiences & Remarketing Lists is specific to Bingads and Partitions to Cloudera Data Platform — each maps to any object or custom field on the other side.
Conversion Goals & Offline Conversions Conversion goals (read/create) plus ApplyOfflineConversions, which imports offline conversion events (closed deals, qualified leads) back into Microsoft Advertising to inform bidding. Object store / HDFS files Underlying Parquet or ORC files on HDFS or cloud storage backing the tables. Conversion Goals & Offline Conversions is specific to Bingads and Object store / HDFS files to Cloudera Data Platform — each maps to any object or custom field on the other side.

How changes propagate between Bingads and Cloudera Data 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.

Bingads Cloudera Data Platform Interval-based propagation

DetectionStacksync polls Bingads for changes on an incremental schedule, reading only records changed since the previous pass. No webhooks or change-data-capture.

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

Cloudera Data Platform Bingads Interval-based propagation

DetectionStacksync polls Cloudera Data Platform for changes on an incremental schedule, reading only records changed since the previous pass. Polling via SQL on timestamp or partition columns.

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

Rate-limit considerations

  • Bingads: Service-specific throttling rather than one global limit. Ad Insight caps calls per user per minute with a 60-second sliding window at the customer level. The Bulk service caps download/upload calls and, once hit, returns 'no more bulk upload or download calls will be permitted for this account,' clearing after up to 15 minutes; Campaign Management caps entities per call, so large changes go through Bulk.
  • Cloudera Data Platform: Constrained by cluster capacity and admission control rather than API rate limits.
What ships with Bingads ⇄ Cloudera Data Platform

Connect Bingads and Cloudera Data Platform for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Bingads–Cloudera Data Platform connection.

Real-time

Two-way sync

Changes in Bingads or Cloudera Data Platform instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Bingads or Cloudera Data 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 Bingads or Cloudera Data Platform record.

Observability

Monitoring

Track your Bingads ⇄ Cloudera Data Platform sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between Bingads and Cloudera Data Platform.

How the Bingads and Cloudera Data Platform connectors work

Bingads

Integration surface
SOAP web services (Bing Ads API v13): Campaign Management, Bulk, Reporting, Customer Management, Customer Billing, and Ad Insight services, plus offline conversion import. SDKs for C#, Java, Python, and PHP; a Sandbox environment mirrors production.
Authentication
OAuth 2.0 (Microsoft identity platform / Azure AD) access tokens passed in the SOAP AuthenticationToken header, plus a Microsoft Advertising Developer Token that authorizes API access; calls are scoped by CustomerId and account (CustomerAccountId).
Change detection
No webhooks or change-data-capture. Reporting is asynchronous - submit a report request, poll until it completes, then download the file. Current campaign state is refreshed via scheduled Bulk downloads (full or by last-sync date) or entity list calls.
Capabilities
read · write
Rate limits
Service-specific throttling rather than one global limit. Ad Insight caps calls per user per minute with a 60-second sliding window at the customer level. The Bulk service caps download/upload calls and, once hit, returns 'no more bulk upload or download calls will be permitted for this account,' clearing after up to 15 minutes; Campaign Management caps entities per call, so large changes go through Bulk.

Cloudera Data Platform

Integration surface
JDBC/ODBC over Hive and Impala SQL endpoints, plus REST management APIs
Authentication
Kerberos, LDAP, or workload user credentials, often brokered through the Knox gateway
Change detection
Polling via SQL on timestamp or partition columns; no consumer-facing change feed
Capabilities
read · write
Rate limits
Constrained by cluster capacity and admission control rather than API rate limits
How it works

How to connect Bingads to Cloudera Data 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 Bingads and Cloudera Data 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
    Bingads connected
    Cloudera Data Platform connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Bingads and Cloudera Data 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 · Bingads ⇄ Cloudera Data 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
    Bingads Cloudera Data Platform
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Bingads and Cloudera Data 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 394 integrations available for Bingads and Cloudera Data Platform.

Popular · 7 of 394
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