Sync from Salesforce to RabbitMQ

with open data movement

Extract and load (ELT) your Salesforce data into RabbitMQ in minutes with our open-source data integration connector.

Eliminate the time you spend on building and maintaining your data pipelines by integrating your data with Airbyte instead.
300+ connectors
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20,000+
community members
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daily active companies
2PB+
synced/month
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contributors

Top companies trust Airbyte to centralize their Data

Start syncing data from Salesforce to RabbitMQ in three easy steps

1

Setup a Salesforce connector in Airbyte

Connect to Salesforce or one of 400 Airbyte data sources through simple account authentication

2

Set up RabbitMQ as the destination connector

Connect to RabbitMQ or one of 50+ Airbyte data destinations through simple account authentication

3

Sync your Data

This includes selecting the data you want to extract - streams and columns -, the sync frequency, where in RabbitMQ you want that data to be loaded.

LOVED by 10,000 (DATA) ENGINEERS

Ship more quickly with the only solution that fits ALL your needs.

As your tools and edge cases grow, you deserve an extensible and open ELT solution that eliminates the time you spend on building and maintaining data pipelines

Leverage the largest catalog of  connectors

Airbyte’s catalog of 300+ pre-built, no-code connectors is the largest in the industry and is doubling every year, thanks to its open-source community, while closed-source catalogs have plateaued.

Cover your custom needs with our extensibility

Build custom connectors in 10 min with our Connector Development Kit (CDK), and get them maintained by us or our community. Add them to Airbyte to enable your whole team to leverage them.
Customize ANY Airbyte connectors to address Your custom needs. Our connector’s code is open-source, so you can edit it as you see fit.

Reliability at every level

Airbyte ensure your team’s time is no longer time spent on maintenance with our reliability SLAs on our GA connectors.
Airbyte will also give you visibility and control of your data freshness at the stream level for all your connections.

It’s never been easier to integrate your Salesforce data into RabbitMQ

Airbyte Open Source

Self-host the leading open-source data movement platform with the largest catalog of ELT connectors.

Airbyte Cloud

The easiest way to address all your ELT needs. Largest catalog of connectors, all customizable.

Airbyte Enterprise

The best way to run Airbyte in self-hosted, with services and features that drive reliability, scalability, and compliance.
Learn more
TRUSTED BY 3,000+ COMPANIES DAILY

Why choose Airbyte as the backbone of your data infrastructure?

Keep your data engineering costs in check

Building and maintaining custom connectors have become 5x easier with Airbyte. Enable your data engineering teams to focus on projects that are more valuable to your business.
Given 44% of data teams are spent on maintaining brittle in-house connectors, this is a new level of internal resources that you get back.

Get Airbyte hosted where you need it to be

Airbyte helps you deploy your pipelines in production with two deployment options for the data plane:
  • Airbyte Cloud: Have it hosted by us, with all the security you need (SOC2, ISO, GDPR, HIPAA Conduit).
  • Airbyte Enterprise: Have it hosted within your own infrastructure, so your data and secrets never leave it.

White-glove enterprise-level support

With an average response rate of 10 minutes or less and a Customer Satisfaction score of 96/100, our team is ready to support your data integration journey all over the world.

Including for your Airbyte Open Source instance with our premium support.
Case study
Consolidating data silos at Fnatic

Fnatic, based out of London, is the world's leading esports organization, with a winning legacy of 16 years and counting in over 28 different titles, generating over 13m USD in prize money. Fnatic has an engaged follower base of 14m across their social media platforms and hundreds of millions of people watch their teams compete in League of Legends, CS:GO, Dota 2, Rainbow Six Siege, and many more titles every year.

FAQs

What is ETL?

ETL, an acronym for Extract, Transform, Load, is a vital data integration process. It involves extracting data from diverse sources, transforming it into a usable format, and loading it into a database, data warehouse or data lake. This process enables meaningful data analysis, enhancing business intelligence.

What is Salesforce?

Salesforce is a cloud-based customer relationship management (CRM) platform providing business solutions software on a subscription basis. Salesforce is a huge force in the ecommerce world, helping businesses with marketing, commerce, service and sales, and enabling enterprises’ IT teams to collaborate easily from anywhere. Salesforces is the force behind many industries, offering healthcare, automotive, finance, media, communications, and manufacturing multichannel support. Its services are wide-ranging, with access to customer, partner, and developer communities as well as an app exchange marketplace.

What is RabbitMQ?

RabbitMQ is an open-source message broker software that enables communication between different applications and systems. It acts as a mediator between the sender and receiver of messages, ensuring that messages are delivered reliably and efficiently. RabbitMQ uses a messaging protocol called Advanced Message Queuing Protocol (AMQP) to facilitate communication between different applications. It supports multiple messaging patterns such as point-to-point, publish-subscribe, and request-reply. RabbitMQ is highly scalable and can handle large volumes of messages, making it a popular choice for enterprise-level applications. It also provides features such as message routing, message persistence, and message acknowledgments to ensure reliable message delivery.

What data can you extract from Salesforce?

Salesforce's API provides access to a wide range of data types, including:  

1. Accounts: Information about customer accounts, including contact details, billing information, and purchase history.  

2. Leads: Data on potential customers, including contact information, lead source, and lead status.  

3. Opportunities: Information on potential sales deals, including deal size, stage, and probability of closing.  

4. Contacts: Details on individual contacts associated with customer accounts, including contact information and activity history.  

5. Cases: Information on customer service cases, including case details, status, and resolution.  

6. Products: Data on products and services offered by the company, including pricing, availability, and product descriptions.  

7. Campaigns: Information on marketing campaigns, including campaign details, status, and results.  

8. Reports and Dashboards: Access to pre-built and custom reports and dashboards that provide insights into sales, marketing, and customer service performance.  

9. Custom Objects: Ability to access and manipulate custom objects created by the organization to store specific types of data.  

Overall, Salesforce's API provides access to a comprehensive set of data types that enable organizations to manage and analyze their customer relationships, sales processes, and marketing campaigns.

How do I transfer data from Salesforce to RabbitMQ?

This can be done by building a data pipeline manually, usually a Python script (you can leverage a tool as Apache Airflow for this). This process can take more than a full week of development. Or it can be done in minutes on Airbyte in three easy steps: 
1. Set up Salesforce as a source connector (using Auth, or usually an API key)
2. Set up RabbitMQ as a destination connector
3. Define which data you want to transfer and how frequently
You can choose to self-host the pipeline using Airbyte Open Source or have it managed for you with Airbyte Cloud. 

What are top ETL tools to extract data from

The most prominent ETL tools to transfer data from Salesforce to RabbitMQ include:
- Airbyte
- Fivetran
- StitchData
- Matillion
- Talend Data Integration
These tools help in extracting data from Salesforce and various sources (APIs, databases, and more), transforming it efficiently, and loading it into RabbitMQ and other databases, data warehouses and data lakes, enhancing data management capabilities.

What is ELT?

ELT, standing for Extract, Load, Transform, is a modern take on the traditional ETL data integration process. In ELT, data is first extracted from various sources, loaded directly into a data warehouse, and then transformed. This approach enhances data processing speed, analytical flexibility and autonomy.

Difference between ETL and ELT?

ETL and ELT are critical data integration strategies with key differences. ETL (Extract, Transform, Load) transforms data before loading, ideal for structured data. In contrast, ELT (Extract, Load, Transform) loads data before transformation, perfect for processing large, diverse data sets in modern data warehouses. ELT is becoming the new standard as it offers a lot more flexibility and autonomy to data analysts.

Salesforce to RabbitMQ in minutes.

ETL your Salesforce data into RabbitMQ, in minutes, for free, with our open-source data integration connectors. In the format you need with post-load transformation.

We don't support the
RabbitMQ
connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.
We don't support the
Salesforce
connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.
We don't support the
Salesforce
and
RabbitMQ
connectors yet. Scroll down to upvote and prioritize them, or check our Connector Development Kit to build it within 2 hours.

Select the Salesforce data that you want to replicate.

The Salesforce source connector can be used to sync the following tables:

Streams Section
Includes ServiceAppointmentFeed, ThirdPartyAccountLink, DataAssessmentFieldMetric, ServiceAppointmentHistory, UserLogin, CampaignFeed, ApexTestRunResult, BrandTemplate, ListEmailRecipientSource, Product2, LoginHistory, PricebookEntry, SolutionFeed, ServiceAppointment, SiteFeed, PermissionSetAssignment, ServiceResourceFeed, ApexTestResult, AssetRelationshipHistory, FieldPermissions, OrgWideEmailAddress, UserProvisioningConfig, LoginGeo, SamlSsoConfig, OrderShare, ProcessDefinition, ListEmail, PlatformCachePartition, PlatformCachePartition, and more.

About Salesforce

Salesforce is a cloud-based customer relationship management (CRM) platform providing business solutions software on a subscription basis. Salesforce is a huge force in the ecommerce world, helping businesses with marketing, commerce, service and sales, and enabling enterprises’ IT teams to collaborate easily from anywhere. Salesforces is the force behind many industries, offering healthcare, automotive, finance, media, communications, and manufacturing multichannel support. Its services are wide-ranging, with access to customer, partner, and developer communities as well as an app exchange marketplace.

Start analyzing your Salesforce data in minutes with the right data transformation

airbyte data transformation screenshot

Full control over the data

You select the data you want to replicate, and this for each destination you want to replicate your

Salesforce

data to.

Normalized schemas

You can opt for getting the raw data, or to explode all nested API objects in separate tables.

Custom transformation via dbt

You can add any dbt transformation model you want and even sequence them in the order you need, so you get the data in the exact format you need at your cloud data warehouse, lake or data base.

Airbyte is designed to address 100% of your RabbitMQ needs

calendar icon

Scheduled updates

Automate replications with recurring incremental updates to

RabbitMQ

.

play
Replicate Salesforce data to Snowflake with incremental

Manual full refresh

Easily re-sync all your data when

RabbitMQ

has been desynchronized from the data source.

Change Data Capture for databases

Ensure your database are up to date with log-based incremental replication.

play
Check how log replication works for PostgreSQL

About RabbitMQ

RabbitMQ is an open-source message broker software that enables communication between different applications and systems. It acts as a mediator between the sender and receiver of messages, ensuring that messages are delivered reliably and efficiently. RabbitMQ uses a messaging protocol called Advanced Message Queuing Protocol (AMQP) to facilitate communication between different applications. It supports multiple messaging patterns such as point-to-point, publish-subscribe, and request-reply. RabbitMQ is highly scalable and can handle large volumes of messages, making it a popular choice for enterprise-level applications. It also provides features such as message routing, message persistence, and message acknowledgments to ensure reliable message delivery.

Why Choose Airbyte for your Salesforce and RabbitMQ data integration

Airbyte is the new open-source ETL platform, and enables you to replicate your

Salesforce

data in the destination of your choice, in minutes.

Maintenance-free

Heading

connector

Just authenticate your Salesforce account and destination, and your new Salesforce data integration will adapt to schema / API changes.

Extensible as open-sourced

With Airbyte, you can easily adapt the open-source Salesforce ETL connector to your exact needs. All connectors are open-sourced.

No more security compliance issues​

Use Airbyte’s open-source edition to test your data pipeline without going through 3rd-party services. This will make your security team happy.

Normalized schemas​

Engineers can opt for raw data, analysts for normalized schemas. Airbyte offers several options that you can leverage with dbt.

Orchestration & scheduling​

Airbyte integrates with your existing stack. It can run with Airflow & Kubernetes and more are coming.

Monitoring & alerts on your terms​

Delays happen. We log everything and let you know when issues arise. Use our webhook to get notifications the way you want.

Salesforce to RabbitMQ in minutes

ETL your Salesforce data into RabbitMQ, in minutes, for free, with our open-source data integration connectors. In the format you need with post-load transformation.

We don't support the
Salesforce
connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.
We don't support the
RabbitMQ
connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.
We don't support the
Salesforce
and
RabbitMQ
connectors yet. Scroll down to upvote and prioritize them, or check our Connector Development Kit to build it within 2 hours.

Airbyte is designed to address 100% of your Salesforce database needs.

Full control over the data

The 

Salesforce

 source does not alter the schema present in your database. Depending on the destination connected to this source, however, the schema may be altered.

calendar icon

Scheduled updates

Automate replications with recurring incremental updates.

Log-based incremental replication

Ensure your database are up to date with log-based incremental replication.

play
Check how log replication works for PostgreSQL

About Salesforce

Salesforce is a cloud-based customer relationship management (CRM) platform providing business solutions software on a subscription basis. Salesforce is a huge force in the ecommerce world, helping businesses with marketing, commerce, service and sales, and enabling enterprises’ IT teams to collaborate easily from anywhere. Salesforces is the force behind many industries, offering healthcare, automotive, finance, media, communications, and manufacturing multichannel support. Its services are wide-ranging, with access to customer, partner, and developer communities as well as an app exchange marketplace.

Start analyzing your Salesforce data in minutes with the right data transformation

airbyte data transformation screenshot

Full control over the data

You select the data you want to replicate, and this for each destination you want to replicate your Salesforce data to.

Normalized schemas

You can opt for getting the raw data, or to explode all nested API objects in separate tables.

Custom transformation via dbt

You can add any dbt transformation model you want and even sequence them in the order you need, so you get the data in the exact format you need at your cloud data warehouse, lake or data base.

Airbyte is designed to address 100% of your RabbitMQ needs

calendar icon

Scheduled updates

Automate replications with recurring incremental updates to RabbitMQ.

play
Replicate Salesforce data to Snowflake with incremental

Manual full refresh

Easily re-sync all your data when RabbitMQ has been desynchronized from the data source.

Change Data Capture for databases

Ensure your database are up to date with log-based incremental replication.

play
Check how log replication works for PostgreSQL

About RabbitMQ

RabbitMQ is an open-source message broker software that enables communication between different applications and systems. It acts as a mediator between the sender and receiver of messages, ensuring that messages are delivered reliably and efficiently. RabbitMQ uses a messaging protocol called Advanced Message Queuing Protocol (AMQP) to facilitate communication between different applications. It supports multiple messaging patterns such as point-to-point, publish-subscribe, and request-reply. RabbitMQ is highly scalable and can handle large volumes of messages, making it a popular choice for enterprise-level applications. It also provides features such as message routing, message persistence, and message acknowledgments to ensure reliable message delivery.

Why choose Airbyte for your Salesforce and RabbitMQ data integration.

Airbyte is the new open-source ETL platform, and enables you to replicate your Salesforce data in the destination of your choice, in minutes.

Maintenance-free

Heading

connector

Just authenticate your

Salesforce

account and destination, and your new

Salesforce

data integration will adapt to schema / API changes.

Extensible as open-sourced

With Airbyte, you can easily adapt the open-source

Salesforce

ETL connector to your exact needs. All connectors are open-sourced.

No more security compliance issues​

Use Airbyte’s open-source edition to test your data pipeline without going through 3rd-party services. This will make your security team happy.

Normalized schemas​

Engineers can opt for raw data, analysts for normalized schemas. Airbyte offers several options that you can leverage with dbt.

Orchestration & scheduling​

Airbyte integrates with your existing stack. It can run with Airflow & Kubernetes and more are coming.

Monitoring & alerts on your terms​

Delays happen. We log everything and let you know when issues arise. Use our webhook to get notifications the way you want.