Salesforce Bulk API Source Connector for Confluent Platform

The Salesforce Bulk API Source connector integrates Salesforce.com with Apache Kafka® and provides the capability to pull records and capture changes from Salesforce.com through the Salesforce Bulk Query API.

Salesforce Objects are standard Salesforce objects. The SalesforceBulkApiSourceConnector can be used to pull objects/capture changes and write them to Kafka. You can use this connector with either standalone or distributed Connect workers.

Features

The Salesforce Bulk API Source connector includes the following features:

• At least once delivery
• Supports one task

At least once delivery

This connector guarantees that records are delivered at least once to the Kafka topic. If the connector restarts, there may be some duplicate records in the Kafka topic.

Supports one task

The Salesforce Bulk API Source connector supports running only one task.

Limitations

The following Salesforce object (SObject) error message may be displayed when you are using the Salesforce Bulk API Source connector:

Entity 'Order' is not supported to use PKChunking.

Set the configuration property batch.enable=false for these SObjects. This property is available for Salesforce Bulk API Source connector version 1.7.0 or later.

Considerations

Note the following when using the Salesforce Bulk API Source connector.

Restarting

When the connector operates, it periodically records the last query time execution in the Connect offset topic. When the connector is restarted, it fetches Salesforce objects with a LastModifiedDate that is later than last queried time.

API Limits

The Salesforce Bulk API connector is limited by non compound fields. For Example, Bulk Query doesn’t support address, location fields. The connector will discard the address and geolocation fields.

Salesforce Object Support

The following objects from Salesforce are supported in this version of Kafka Connect Salesforce Bulk API Source connector:

• Account
• Campaign
• CampaignMember
• Case
• Contact
• Contract
• ConvDefSessionMetric
• Event
• Group
• Lead
• Opportunity
• OpportunityContactRole
• OpportunityLineItem
• Period
• PricebookEntry
• Product2
• Task
• TaskFeed
• TaskRelation
• User
• UserRole

The Kafka Connect Salesforce Bulk API Source connector also supports custom objects with non-compound fields. The following objects are not supported by Salesforce Bulk API:

• Feed (for example, AccountFeed and AssetFeed)
• Share (for example, AccountBrandShare and ChannelProgramLevelShare)
• History (for example, AccountHistory and ActivityHistory)
• EventRelation (for example, AcceptedEventRelation and DeclinedEventRelation)
• AggregateResult
• AttachedContentDocument
• CaseStatus
• CaseTeamMember
• CaseTeamRole
• CaseTeamTemplate
• CaseTeamTemplateMember
• CaseTeamTemplateRecord
• CombinedAttachment
• ContentFolderItem
• ContractStatus
• EventWhoRelation
• FolderedContentDocument
• KnowledgeArticleViewStat
• KnowledgeArticleVoteStat
• LookedUpFromActivity
• Name
• NoteAndAttachment
• OpenActivity
• OwnedContentDocument
• PartnerRole
• RecentlyViewed
• ServiceAppointmentStatus
• SolutionStatus
• TaskPriority
• TaskStatus
• TaskWhoRelation
• UserRecordAccess
• WorkOrderLineItemStatus
• WorkOrderStatus

License

You can use this connector for a 30-day trial period without a license key.

After 30 days, you must purchase a connector subscription which includes Confluent enterprise license keys to subscribers, along with enterprise-level support for Confluent Platform and your connectors. If you are a subscriber, you can contact Confluent Support at support@confluent.io for more information.

For license properties, see Confluent Platform license. For information about the license topic, see License topic configuration.

Configuration Properties

For a complete list of configuration properties for this connector, see Salesforce Bulk API Source Connector Configuration Properties.

Install the Salesforce Bulk API Source Connector

You can install this connector by using the confluent connect plugin install command, or by manually downloading the ZIP file.

Prerequisites

• You must install the connector on every machine where Connect will run.

• Kafka Broker: Confluent Platform 3.3.0 or later, or Kafka 0.11.0 or later.

• Connect: Confluent Platform 4.0.0 or later, or Kafka 1.0.0 or later.

• Java Version: 1.8.

• Confluent CLI to run Quick Start (requires separate installation).

• An installation of the latest (latest) connector version.

  To install the latest connector version, navigate to your Confluent Platform installation directory and run the following command:

  confluent connect plugin install confluentinc/kafka-connect-salesforce-bulk-api:latest
  

  You can install a specific version by replacing latest with a version number as shown in the following example:

  confluent connect plugin install confluentinc/kafka-connect-salesforce-bulk-api:2.4.1
  

Install the connector manually

Download and extract the ZIP file for your connector and then follow the manual connector installation instructions.

Quick Start

In this quick start, the Salesforce Bulk API Source connector is used to import data from Salesforce to Kafka. Use the following steps to get started:

1. Create Salesforce developer account using this link if you don’t have it.

2. Add records to the objects by clicking on App Launcher and selecting the required Salesforce object.

3. Install the connector by running the following command from your Confluent Platform installation directory:

   confluent connect plugin install confluentinc/kafka-connect-salesforce-bulk-api:latest
   

   Note that by default, the connector will install the plugin into the share/confluent-hub-components directory and add the directory to the plugin path. For the plugin path change to take effect, you must restart the Connect worker.

4. Start the services using the Confluent CLI.

   confluent local services start
   

   Every service starts in order, printing a message with its status. Note also that the SalesforceBulkApiSourceConnector supports a single task only.

   Starting Zookeeper
   Zookeeper is [UP]
   Starting Kafka
   Kafka is [UP]
   Starting Schema Registry
   Schema Registry is [UP]
   Starting Kafka REST
   Kafka REST is [UP]
   Starting Connect
   Connect is [UP]
   Starting KSQL Server
   KSQL Server is [UP]
   Starting Control Center
   Control Center is [UP]
   

Property-based example

The following steps provide a property-based example.

1. Create a configuration file, salesforce-bulk-api.properties. This configuration is used typically along with standalone workers.

   name=SalesforceBulkApiSourceConnector
   tasks.max=1
   connector.class=io.confluent.connect.salesforce.SalesforceBulkApiSourceConnector
   key.converter=org.apache.kafka.connect.storage.StringConverter
   value.converter=io.confluent.connect.avro.AvroConverter
   value.converter.schema.registry.url=http://localhost:8081
   salesforce.username=< Required Configuration >
   salesforce.password=< Required Configuration >
   salesforce.password.token=< Required Configuration >
   salesforce.object=< Required Configuration >
   salesforce.since=< Required Configuration >
   kafka.topic=< Required Configuration >
   salesforce.instance=< Required Configuration >
   confluent.topic.bootstrap.servers=localhost:9092
   confluent.topic.replication.factor=1
   confluent.license=Omit to enable trial mode
   

2. Ensure the configurations in salesforce-bulk-api.properties are properly set.

3. Start the Salesforce Bulk API source connector by loading its configuration with the following command:

   Caution

   You must include a double dash (--) between the connector name and your flag. For more information, see this post.

   confluent local services connect connector load salesforce-bulk-api-source -- -d salesforce-bulk-api.properties
   {
       "name" : "SalesforceBulkApiSourceConnector",
       "config" : {
         "connector.class", "io.confluent.connect.salesforce.SalesforceBulkApiSourceConnector",
         "tasks.max" : "1",
         "key.converter": "org.apache.kafka.connect.storage.StringConverter",
         "value.converter": "io.confluent.connect.avro.AvroConverter",
         "value.converter.schema.registry.url": "http://localhost:8081",
         "kafka.topic" : "< Required Configuration >",
         "salesforce.password" : "< Required Configuration >",
         "salesforce.password.token" : "< Required Configuration >",
         "salesforce.object" : "< Required Configuration >",
         "salesforce.username" : "< Required Configuration >",
         "salesforce.since" : "< Required Configuration >",
         "confluent.topic.bootstrap.servers": "localhost:9092",
         "confluent.topic.replication.factor": "1",
         "confluent.license": ""
       },
     "tasks": []
     }
   

4. Verify the connector starts successfully and review the Connect worker’s log by entering the following:

   confluent local services connect log connect
   

5. Confirm the connector is in a RUNNING state.

   confluent local services connect connector status SalesforceBulkApiSourceConnector
   

6. Confirm messages are being sent to Kafka.

   kafka-avro-console-consumer \
       --bootstrap-server localhost:9092 \
       --property schema.registry.url=http://localhost:8081 \
       --topic <topic-name> \
       --from-beginning | jq '.'
   

REST-based example

This configuration is used typically along with distributed workers. Write the following JSON to connector.json, configure all of the required values, and use the command below to post the configuration to one of the distributed connect worker(s). See Kafka Connect Kafka Connect REST Interface for more information.

Connect Distributed REST example:

{
  "name" : "SalesforceBulkApiSourceConnector",
  "config" : {
    "connector.class": "io.confluent.connect.salesforce.SalesforceBulkApiSourceConnector",
    "tasks.max" : "1",
    "key.converter": "org.apache.kafka.connect.storage.StringConverter",
    "value.converter": "io.confluent.connect.avro.AvroConverter",
    "value.converter.schema.registry.url": "http://localhost:8081",
    "kafka.topic" : "< Required Configuration >",
    "salesforce.password" : "< Required Configuration >",
    "salesforce.password.token" : "< Required Configuration >",
    "salesforce.object" : "< Required Configuration >",
    "salesforce.username" : "< Required Configuration >",
    "salesforce.since" : "< Required Configuration >",
    "confluent.topic.bootstrap.servers": "localhost:9092",
    "confluent.topic.replication.factor": "1",
    "confluent.license": " Omit to enable trial mode "
  }
}

Note

Change the confluent.topic.bootstrap.servers property to include your broker address(es), and change the confluent.topic.replication.factor to 3 for staging or production use.

Use curl to post a configuration to one of the Kafka Connect Workers. Change http://localhost:8083/ to the endpoint of one of your Kafka Connect worker(s).

Create a new connector:

curl -sS -X POST -H 'Content-Type: application/json' --data @connector.json http://localhost:8083/connectors

Update an existing connector:

curl -s -X PUT -H 'Content-Type: application/json' --data @connector.json http://localhost:8083/connectors/SalesforceBulkApiSourceConnector/config

Sample data formats

The following examples show the JSON document structure of a Salesforce Bulk Query results (for Contact object) as it received by the Saleforce Connector, converted to a Kafka record, and then stored in a topic.

Raw JSON received from Salesforce Bulk Query:

[
{
  "attributes" : {
      "type" : "Contact",
      "url" : "/services/data/v47.0/sobjects/Contact/0032v00002qXTBlAAO"
   },
  "Id" : "0032v00002qXTBlAAO",
  "IsDeleted" : false,
  "MasterRecordId" : null,
  "AccountId" : "0012v00002RkgUVAAZ",
  "LastName" : "Gonzalez",
  "FirstName" : "Rose",
  "Salutation" : "Ms.",
  "Name" : "Rose Gonzalez",
  "OtherStreet" : null,
  "OtherCity" : null,
  "OtherState" : null,
  "OtherPostalCode" : null,
  "OtherCountry" : null,
  "OtherLatitude" : null,
  "OtherLongitude" : null,
  "OtherGeocodeAccuracy" : null,
  "MailingStreet" : "313 Constitution Place\nAustin, TX 78767\nUSA",
  "MailingCity" : null,
  "MailingState" : null,
  "MailingPostalCode" : null,
  "MailingCountry" : null,
  "MailingLatitude" : null,
  "MailingLongitude" : null,
  "MailingGeocodeAccuracy" : null,
  "Phone" : "(512) 757-6000",
  "Fax" : "(512) 757-9000",
  "MobilePhone" : "(512) 757-9340",
  "HomePhone" : null,
  "OtherPhone" : null,
  "AssistantPhone" : null,
  "ReportsToId" : null,
  "Email" : "rose@edge.com",
  "Title" : "SVP, Procurement",
  "Department" : "Procurement",
  "AssistantName" : null,
  "LeadSource" : "Trade Show",
  "Birthdate" : "1967-07-14",
  "Description" : null,
  "OwnerId" : "0052v00000ajtG3AAI",
  "CreatedDate" : 1564636138000,
  "CreatedById" : "0052v00000ajtG3AAI",
  "LastModifiedDate" : 1564636138000,
  "LastModifiedById" : "0052v00000ajtG3AAI",
  "SystemModstamp" : 1564636138000,
  "LastActivityDate" : null,
  "LastCURequestDate" : null,
  "LastCUUpdateDate" : null,
  "LastViewedDate" : 1573528066000,
  "LastReferencedDate" : 1573528066000,
  "EmailBouncedReason" : null,
  "EmailBouncedDate" : null,
  "IsEmailBounced" : false,
  "PhotoUrl" : "/services/images/photo/0032v00002qXTBlAAO",
  "Jigsaw" : null,
  "JigsawContactId" : null,
  "CleanStatus" : "Pending",
  "IndividualId" : null,
  "Level__c" : "Primary",
  "Languages__c" : "English"
}
]

Kafka record value:

{
  "Id":"0032v00002qXTBlAAO",
  "IsDeleted":{
    "boolean":false
  },
  "MasterRecordId":null,
  "AccountId":{
    "string":"0012v00002RkgUVAAZ"
  },
  "LastName":{
    "string":"Gonzalez"
  },
  "FirstName":{
    "string":"Rose"
  },
  "Salutation":{
    "string":"Ms."
  },
  "Name":{
    "string":"Rose Gonzalez"
  },
  "OtherStreet":null,
  "OtherCity":null,
  "OtherState":null,
  "OtherPostalCode":null,
  "OtherCountry":null,
  "OtherLatitude":null,
  "OtherLongitude":null,
  "OtherGeocodeAccuracy":null,
  "MailingStreet":{
    "string":"313 Constitution Place\nAustin, TX 78767\nUSA"
  },
  "MailingCity":null,
  "MailingState":null,
  "MailingPostalCode":null,
  "MailingCountry":null,
  "MailingLatitude":null,
  "MailingLongitude":null,
  "MailingGeocodeAccuracy":null,
  "Phone":{
    "string":"(512) 757-6000"
  },
  "Fax":{
    "string":"(512) 757-9000"
  },
  "MobilePhone":{
    "string":"(512) 757-9340"
  },
  "HomePhone":null,
  "OtherPhone":null,
  "AssistantPhone":null,
  "ReportsToId":null,
  "Email":{
    "string":"rose@edge.com"
  },
  "Title":{
    "string":"SVP, Procurement"
  },
  "Department":{
    "string":"Procurement"
  },
  "AssistantName":null,
  "LeadSource":{
    "string":"Trade Show"
  },
  "Birthdate":{
    "int":-903
  },
  "Description":null,
  "OwnerId":{
    "string":"0052v00000ajtG3AAI"
  },
  "CreatedDate":{
    "long":1564636138000
  },
  "CreatedById":{
    "string":"0052v00000ajtG3AAI"
  },
  "LastModifiedDate":{
    "long":1564636138000
  },
  "LastModifiedById":{
    "string":"0052v00000ajtG3AAI"
  },
  "SystemModstamp":{
    "long":1564636138000
  },
  "LastActivityDate":null,
  "LastCURequestDate":null,
  "LastCUUpdateDate":null,
  "LastViewedDate":{
    "long":1573722558000
  },
  "LastReferencedDate":{
    "long":1573722558000
  },
  "EmailBouncedReason":null,
  "EmailBouncedDate":null,
  "IsEmailBounced":{
    "boolean":false
  },
  "PhotoUrl":{
    "string":"/services/images/photo/0032v00002qXTBlAAO"
  },
  "Jigsaw":null,
  "JigsawContactId":null,
  "CleanStatus":{
    "string":"Pending"
  },
  "IndividualId":null,
  "Level__c":{
    "string":"Primary"
  },
  "Languages__c":{
    "string":"English"
  }
}