May 2026

Connector SDK

`fivetran-connector-sdk` PyPI package

We have released version 2.8.2 of the fivetran-connector-sdk PyPI package. This release includes the following updates:

Introduced support for Python-native log levels: DEBUG, ERROR, and CRITICAL.
INFO and WARNING are already supported and work the same across both Python and Java-style levels.
We recommend using Python-native log levels in all new connector code.
The Java-style levels FINE and SEVERE are now deprecated. Use log.debug() in place of log.fine(), and log.error() or log.critical() in place of log.severe().
Existing connectors using Java-style levels continue to work without any modification.
Minor enhancements and improvements.
For more information, see our Connector SDK Logging Reference.

`fivetran-api-playground` PyPI package

We have released version 1.1.6 of the fivetran-api-playground PyPI package. This release adds the following:

Adds rate limiting support via the --rate-limit flag to simulate real-world HTTP 429 Too Many Requests responses.
Adds --capacity flag to configure the maximum burst size of the token bucket.
Adds X-RateLimit-Limit, X-RateLimit-Remaining, and X-RateLimit-Reset headers to all responses when rate limiting is enabled.
Adds Retry-After header to HTTP 429 responses indicating when the next request can be made.

Lite Connectors

Lite connectors are now available for the following sources:

Quickstart Transformations

Multi-source Quickstart packages during connection setup

When you set up a connection for a connector that supports multi-source Quickstart packages, such as Ad Reporting, Fivetran now prompts you to configure a Quickstart transformation automatically after the connection tests pass. You can choose to join an existing multi-source transformation or create a new one — in both cases, only multi-source transformations are available for these connector types. For more information, see the Quickstart management page.

Salesforce Formula Fields — Improved discovery and reliability

We have updated the Quickstart formula fields logic to use the salesforce_formula_utils dbt package, which also enables formula fields for Hybrid Deployment destinations. Customers now have the option to run all formula fields or none. Formula field models that fail with subsequent errors are automatically paused. Customers can unpause them by triggering a full refresh, which will re-enable all formula fields.

Type Locking

The Type Locking feature is now available for Connector SDK and function connectors. See our Type Locking documentation to learn more.

New connectors

Db2 for z/OS

Our Db2 for z/OS connector is now in beta. For more information, see our Db2 for z/OS connector documentation.

Slack Admin Data

The Slack Admin Data connector is now generally available.

Read our Slack Admin Data connector documentation.

Schema changes

AdRoll

We have added new metric columns to the ALL_ADS, ALL_ADGROUPS, ALL_CAMPAIGNS, and ALL_ADVERTISABLES report types. These columns contain additional metrics returned by the AdRoll reporting API.

New columns

averageOrderValue
clickROAS
cpc
cpm
dailyBounceRate
dailyEngagedVisitorCost
dailyEngagedVisitors
dailyNewVisitorCost
dailyNewVisitors
dailyReturnVisitors
deviceFrequency
emailBounced
emailDeliveryRate
emailMarkedSpam
emailScheduled
emailSentConfirmed
emailSentUnconfirmed
emailUniqueClick
emailUniqueClickRate
emailUniqueMarkedSpam
emailUniqueOpen
emailUniqueOpenRate
emailUniqueUnsubscribeRate
emailUniqueUnsubscribers
emailUnsubscribers
frequency
influencedRevenue
influencedThroughs
revenue
roas
sends
smsClicks
smsSentDelivered
totalUniqueHHsReached
uniqueHHSiteVisits
videoCompletionRate
videoFiftyPercent
videoHundredPercent
videoImpressions
videoSeventyFivePercent
videoTwentyFivePercent
videoViews
viewROAS

The following existing columns are deprecated in the AdRoll API:

roi — use roas instead
clickROI — use clickROAS instead
viewROI — use viewROAS instead

Adyen

We have added a new table, AGGREGATE_SETTLEMENT_DETAILS_REPORT.

Amazon Ads

Due to Amazon deprecating V2 Stores, we've updated our connector to use the new endpoints that replace it.

The old endpoint:

/v2/stores

The new endpoints (for more details, see Amazon Ads documentation):

/brand/stores/v1/stores/list
/brand/stores/v1/storePages/list

Related tables were slightly changed in the following manner:

We've added the field store_status to the SB_STORE table
We've added the field store_page_status to the SB_STORE_PAGE_INFO table

Due to Amazon deprecating V2 Suggested Keyword, we've updated our connector to use the new endpoints that replace it.

The old endpoint:

/v2/sp/adGroups/{adGroupId}/suggested/keywords/extended
/v2/sp/asins/{asin}/suggested/keywords

The new endpoints (for more details, see Amazon Ads documentation):

/sp/targets/keywords/recommendations

We have added the following columns to the AD_GROUP_SUGGESTED_KEYWORD and ASIN_SUGGESTED_KEYWORD tables:

rec_id
search_term_impression_rank
search_term_impression_share
translation
user_selected_keyword

We've discontinued support for the match_type and state columns from the AD_GROUP_SUGGESTED_KEYWORD table:

match_type
state

We've discontinued support for the match_type column from the ASIN_SUGGESTED_KEYWORD table.

Amazon Selling Partner

We have removed the SUBSCRIBE_AND_SAVE_FORECAST_REPORT and SUBSCRIBE_AND_SAVE_PERFORMANCE_REPORT tables.

Apple App Store

We've added a new table, APP_STORE_IN_APP_PURCHASE. The table contains in-app purchase metadata for each app, including the purchase type, state, review note, and sharing options.

ClickUp

Effective May 13, 2026 we use a new May 2026 schema. Review the latest ERD to better understand the schema changes.

We are updating the connector schema to align with source changes.

You should review the changes and update your downstream queries if necessary. Failing to do so may lead to missing or incomplete data in your data pipelines.

3 total changes • 2 possible breaking changes

Table/column	Change type	Old name	New name	Notes
`TIME_ENTRY_TASK_TAG`
column	Primary Key Change	`_fivetran_id` 🔑	`_fivetran_id` 🔑	Primary key calculation change.
column	Discontinued Column	`task_id`
column	New Column		`time_entry_id`

Contrast Security

Effective May 8, 2026 we use a new May 2026 schema. Review the latest ERD to better understand the schema changes.

We are updating the connector schema to fix a bug.

1 total changes • 0 possible breaking changes

Table/column	Change type		Old name	New name	Notes
`SINGLE_SCAN_RESULT`
table	New Table			`SINGLE_SCAN_RESULT`	New table split from the `VULNERABILITY` table.

Coupa

We have removed the RECEIPT table.

We have removed the receipt_id column from the INVENTORY_TRANSACTION table.

We have added the following new tables:

BUSINESS_ENTITY
BUSINESS_ENTITY_ACCOUNT_OWNER
BUSINESS_ENTITY_ADDRESS_MAPPING
BUSINESS_ENTITY_ALTERNATE_NAME
BUSINESS_ENTITY_EXTERNAL_REFERENCE
BUSINESS_ENTITY_RELATIONSHIP

We are gradually rolling out these new tables to all existing connections.

We have added the following new columns to the TAGGING table:

document_id
document_type

We have added the following new table:

INVOICE_EMAIL

Facebook Ads

We've added a new table, AD_ACTIVITY. The table contains a log of changes made to ad objects within an ad account, including the actor, object, and event type for each change.

Fortnox

Effective May 14, 2026 we use a new May 2026 schema. Review the latest ERD to better understand the schema changes.

We are updating the connector schema to support a feature enhancement.

21 total changes • 0 possible breaking changes

Table/column	Change type	New name
`ASSET_TYPE`
table	New Table	`ASSET_TYPE`
`ATTENDANCE_TRANSACTION`
table	New Table	`ATTENDANCE_TRANSACTION`
`COMPANY_SETTING`
table	New Table	`COMPANY_SETTING`
`COST_CENTER`
table	New Table	`COST_CENTER`
`EMPLOYEE`
table	New Table	`EMPLOYEE`
`EXPENSE`
table	New Table	`EXPENSE`
`FINANCIAL_YEAR`
table	New Table	`FINANCIAL_YEAR`
`INCOMING_GOOD`
table	New Table	`INCOMING_GOOD`
`INVOICE_ACCRUAL`
table	New Table	`INVOICE_ACCRUAL`
`LABEL`
table	New Table	`LABEL`
`LOCKED_PERIOD`
table	New Table	`LOCKED_PERIOD`
`PRICE`
table	New Table	`PRICE`
`PRODUCTION_ORDER`
table	New Table	`PRODUCTION_ORDER`
`PURCHASE_ORDER`
table	New Table	`PURCHASE_ORDER`
`SALARY_TRANSACTION`
table	New Table	`SALARY_TRANSACTION`
`STOCK_BALANCE`
table	New Table	`STOCK_BALANCE`
`STOCK_POINT`
table	New Table	`STOCK_POINT`
`STOCK_TAKING`
table	New Table	`STOCK_TAKING`
`SUPPLIER_INVOICE_ACCRUAL`
table	New Table	`SUPPLIER_INVOICE_ACCRUAL`
`SUPPLIER_INVOICE_FILE_CONNECTION`
table	New Table	`SUPPLIER_INVOICE_FILE_CONNECTION`
`VOUCHER_SERIES`
table	New Table	`VOUCHER_SERIES`

Freshservice

We've added support for custom columns in the CHANGE table. Custom fields from the Freshservice changes API are now synced as individual columns prefixed with custom_ (for example, custom_change_category, custom_deployment_date).

We have added support for asset type-specific fields in the ASSET table. Fields from the Freshservice asset types API are now synced as individual columns prefixed with type_field_ (for example, type_field_serial_number_18000680618, type_field_warranty_months_18000680618). The column names are dynamic and vary based on the asset type.

We have added a new table, WORKSPACE. The table contains the workspaces (or, for Freshservice for MSPs, clients) configured on the account.

We have added a new column, workspace_id, to the SERVICE_GROUP table.

Google Search Console

We have added two new columns, warnings and errors, to the SITEMAP table.

Jira

We now sync archived projects for Jira Cloud connections. This feature is not available for Jira on-premise. Archived projects are included in the PROJECT table alongside active projects.

We have added three new columns to the PROJECT table:

archived
archived_date
archived_by_id.

Kantata

We've added a new table, COST_RATE. The table contains hourly cost rates for account members in specific currencies.

LinkedIn Ad Analytics

We have added the following new columns to the CAMPAIGN_HISTORY table:

total_budget_amount
total_budget_currencyCode

We've added a new table, CAMPAIGN_GROUP_ALLOWED_CAMPAIGN_TYPE_HISTORY. The table contains the allowed campaign types associated with each campaign group.

Mailchimp

We have added a new table, CAMPAIGN_VARIATE_COMBINATION_UNSUBSCRIBE, to track multivariate campaign combination-level unsubscribes.

Maxio Chargify

Effective May 18, 2026 we use a new May 2026 schema. Review the latest ERD to better understand the schema changes.

We are updating the connector schema to support a feature enhancement.

You should review the changes and update your downstream queries if necessary. Failing to do so may lead to missing or incomplete data in your data pipelines.

18 total changes • 15 possible breaking changes

Table/column	Change type	Old name	New name	Notes
`PREVIEW_CREDIT`
column	Discontinued Column	`preview_performa_invoice_uid` 🔑
column	Primary Key Change		`preview_performa_invoice_subscription_id` 🔑	Added to primary key.
`PREVIEW_CUSTOM_FIELD`
column	Discontinued Column	`preview_performa_invoice_uid` 🔑
column	Primary Key Change		`preview_performa_invoice_subscription_id` 🔑	Added to primary key.
`PREVIEW_DISCOUNT`
column	Primary Key Change	`preview_performa_invoice_subscription_id`	`preview_performa_invoice_subscription_id` 🔑	Added to primary key.
column	Primary Key Change	`preview_performa_invoice_uid` 🔑	`preview_performa_invoice_uid`
`PREVIEW_DISCOUNT_LINE_ITEM`
column	Primary Key Change	`_fivetran_id` 🔑	`_fivetran_id` 🔑	Primary key calculation change.
`PREVIEW_LINE_ITEM`
column	Discontinued Column	`preview_performa_invoice_uid` 🔑
column	Primary Key Change		`preview_performa_invoice_subscription_id` 🔑	Added to primary key.
`PREVIEW_PAYMENT`
column	Primary Key Change	`_fivetran_id` 🔑	`_fivetran_id` 🔑	Primary key calculation change.
`PREVIEW_PERFORMA_INVOICE`
column	Primary Key Change	`subscription_id`	`subscription_id` 🔑	Added to primary key.
column	Primary Key Change	`uid` 🔑	`uid`	No longer a primary key.
`PREVIEW_TAXES`
column	Discontinued Column	`preview_performa_invoice_uid` 🔑
column	Primary Key Change		`preview_performa_invoice_subscription_id` 🔑	Added to primary key.
`PREVIEW_TAXES_LINE_ITEM`
column	Primary Key Change	`_fivetran_id` 🔑	`_fivetran_id` 🔑	Primary key calculation change.
`TRANSACTION`
table	New Table		`TRANSACTION`
`TRANSACTION_TAXATION`
table	New Table		`TRANSACTION_TAXATION`
`TRANSACTION_TAXATION_TAX_RULES`
table	New Table		`TRANSACTION_TAXATION_TAX_RULES`

OpenAI

Effective May 14, 2026 we use a new May 2026 schema. Review the latest ERD to better understand the schema changes.

We are updating the connector schema to support a feature enhancement. These schema changes apply only to new connections created on or before March 26, 2026.

57 total changes • 0 possible breaking changes

Table/column	Change type	New name
`ADMIN_API_KEY`
table	New Table	`ADMIN_API_KEY`
`AUDIO_VOICE_CONSENT`
table	New Table	`AUDIO_VOICE_CONSENT`
`AUDIT_LOG`
table	New Table	`AUDIT_LOG`
`BATCH`
table	New Table	`BATCH`
`CERTIFICATE`
table	New Table	`CERTIFICATE`
`CHAT_COMPLETION`
table	New Table	`CHAT_COMPLETION`
`CHAT_COMPLETION_CHOICE`
table	New Table	`CHAT_COMPLETION_CHOICE`
`CHAT_COMPLETION_CHOICE_MESSAGE_ANNOTATION`
table	New Table	`CHAT_COMPLETION_CHOICE_MESSAGE_ANNOTATION`
`CHAT_COMPLETION_CHOICE_MESSAGE_TOOL_CALL`
table	New Table	`CHAT_COMPLETION_CHOICE_MESSAGE_TOOL_CALL`
`CHAT_COMPLETION_MESSAGE`
table	New Table	`CHAT_COMPLETION_MESSAGE`
`CHAT_COMPLETION_MESSAGE_CONTENT_PART`
table	New Table	`CHAT_COMPLETION_MESSAGE_CONTENT_PART`
`CHATKIT_THREAD`
table	New Table	`CHATKIT_THREAD`
`CHATKIT_THREAD_ITEM`
table	New Table	`CHATKIT_THREAD_ITEM`
`CHATKIT_THREAD_ITEM_ATTACHMENT`
table	New Table	`CHATKIT_THREAD_ITEM_ATTACHMENT`
`CHATKIT_THREAD_ITEM_CONTENT`
table	New Table	`CHATKIT_THREAD_ITEM_CONTENT`
`CHATKIT_THREAD_ITEM_TASK`
table	New Table	`CHATKIT_THREAD_ITEM_TASK`
`CONTAINER`
table	New Table	`CONTAINER`
`CONTAINER_FILE`
table	New Table	`CONTAINER_FILE`
`CONTAINER_NETWORK_POLICY_ALLOWED_DOMAIN`
table	New Table	`CONTAINER_NETWORK_POLICY_ALLOWED_DOMAIN`
`EVAL`
table	New Table	`EVAL`
`EVAL_RUN`
table	New Table	`EVAL_RUN`
`EVAL_RUN_OUTPUT_ITEM`
table	New Table	`EVAL_RUN_OUTPUT_ITEM`
`EVAL_RUN_OUTPUT_ITEM_RESULT`
table	New Table	`EVAL_RUN_OUTPUT_ITEM_RESULT`
`EVAL_RUN_OUTPUT_ITEM_SAMPLE_INPUT`
table	New Table	`EVAL_RUN_OUTPUT_ITEM_SAMPLE_INPUT`
`EVAL_RUN_OUTPUT_ITEM_SAMPLE_OUTPUT`
table	New Table	`EVAL_RUN_OUTPUT_ITEM_SAMPLE_OUTPUT`
`EVAL_RUN_PER_MODEL_USAGE`
table	New Table	`EVAL_RUN_PER_MODEL_USAGE`
`EVAL_RUN_PER_TESTING_CRITERIA_RESULT`
table	New Table	`EVAL_RUN_PER_TESTING_CRITERIA_RESULT`
`EVAL_TESTING_CRITERIA`
table	New Table	`EVAL_TESTING_CRITERIA`
`EVAL_TESTING_CRITERIA_LABEL`
table	New Table	`EVAL_TESTING_CRITERIA_LABEL`
`EVAL_TESTING_CRITERIA_PASSING_LABEL`
table	New Table	`EVAL_TESTING_CRITERIA_PASSING_LABEL`
`FILE`
table	New Table	`FILE`
`FINE_TUNING_JOB`
table	New Table	`FINE_TUNING_JOB`
`FINE_TUNING_JOB_CHECKPOINT`
table	New Table	`FINE_TUNING_JOB_CHECKPOINT`
`FINE_TUNING_JOB_CHECKPOINT_PERMISSION`
table	New Table	`FINE_TUNING_JOB_CHECKPOINT_PERMISSION`
`FINE_TUNING_JOB_EVENT`
table	New Table	`FINE_TUNING_JOB_EVENT`
`FINE_TUNING_JOB_INTEGRATION`
table	New Table	`FINE_TUNING_JOB_INTEGRATION`
`FINE_TUNING_JOB_INTEGRATION_TAG`
table	New Table	`FINE_TUNING_JOB_INTEGRATION_TAG`
`FINE_TUNING_JOB_RESULT_FILE`
table	New Table	`FINE_TUNING_JOB_RESULT_FILE`
`GROUPS`
table	New Table	`GROUPS`
`GROUPS_USER`
table	New Table	`GROUPS_USER`
`INVITE`
table	New Table	`INVITE`
`INVITE_PROJECT`
table	New Table	`INVITE_PROJECT`
`PROJECT_GROUP`
table	New Table	`PROJECT_GROUP`
`PROJECT_GROUP_ROLE`
table	New Table	`PROJECT_GROUP_ROLE`
`PROJECT_ROLE`
table	New Table	`PROJECT_ROLE`
`PROJECT_ROLE_PERMISSION`
table	New Table	`PROJECT_ROLE_PERMISSION`
`PROJECT_SERVICE_ACCOUNT`
table	New Table	`PROJECT_SERVICE_ACCOUNT`
`PROJECT_USER_ROLE`
table	New Table	`PROJECT_USER_ROLE`
`ROLE`
table	New Table	`ROLE`
`ROLE_PERMISSION`
table	New Table	`ROLE_PERMISSION`
`SKILL`
table	New Table	`SKILL`
`SKILL_VERSION`
table	New Table	`SKILL_VERSION`
`USERS_ROLE`
table	New Table	`USERS_ROLE`
`USERS_ROLE_PERMISSION`
table	New Table	`USERS_ROLE_PERMISSION`
`VECTOR_STORE`
table	New Table	`VECTOR_STORE`
`VECTOR_STORE_FILE`
table	New Table	`VECTOR_STORE_FILE`
`VIDEO`
table	New Table	`VIDEO`

Pardot

We've added a new table, LIST_EMAIL_LIST.

Prive

Effective May 8, 2026 we use a new May 2026 schema. Review the latest ERD to better understand the schema changes.

We are updating the connector schema to fix a bug.

1 total changes • 0 possible breaking changes

Table/column	Change type		Old name	New name	Notes
`PRODUCT_SUBSCRIPTION_OFFER_OPTION`
table	New Table			`PRODUCT_SUBSCRIPTION_OFFER_OPTION`	To backfill the historical records, trigger a re-sync.

QuickBooks

We've added the following new tables:

BILL_PAYMENT_LINE_LINKED_TXN
BILL_TAX_LINE_DETAIL
CREDIT_MEMO_TAX_LINE_DETAIL
DEPOSIT_TAX_LINE_DETAIL
PURCHASE_ORDER_LINE_LINKED_TXN

We are gradually rolling out this change to all existing connections.

Rokt

Effective May 11, 2026 we use a new May 2026 schema. Review the latest ERD to better understand the schema changes.

We are updating the connector schema to align with source changes.

You should review the changes and update your downstream queries if necessary. Failing to do so may lead to missing or incomplete data in your data pipelines.

172 total changes • 112 possible breaking changes

Table/column	Change type	Old name	New name	Notes
`ACCOUNT_CAMPAIGN_BREAKDOWN`
column	Discontinued Column	`acquisitions_by_conversion_date`
column	Discontinued Column	`acquisitions_by_referral_date`
column	Discontinued Column	`audiences`
column	Discontinued Column	`campaign_countries`
column	Discontinued Column	`campaigns`
column	Discontinued Column	`creatives`
column	Discontinued Column	`date_end`
column	Discontinued Column	`date_start`
column	Discontinued Column	`group_by_value` 🔑		No longer a primary key.
column	Discontinued Column	`impressions`
column	Discontinued Column	`referrals`
column	New Column		`acquisitions_by_conversion_time`
column	Primary Key Change		`campaign_id` 🔑	New primary key.
column	Primary Key Change		`datetime` 🔑	New primary key.
column	New Column		`device`
column	New Column		`impression`
column	New Column		`referral`
column	New Column		`unique_audience`
column	New Column		`unique_campaign`
column	New Column		`unique_campaign_country`
column	New Column		`unique_creative`
`ACCOUNT_SUMMARY`
column	Discontinued Column	`campaign_summary_acquisitions_by_conversion_date`
column	Discontinued Column	`campaign_summary_acquisitions_by_referral_date`
column	Discontinued Column	`campaign_summary_audiences`
column	Discontinued Column	`campaign_summary_campaign_countries`
column	Discontinued Column	`campaign_summary_campaigns`
column	Discontinued Column	`campaign_summary_creatives`
column	Discontinued Column	`campaign_summary_gross_cost`
column	Discontinued Column	`campaign_summary_impressions`
column	Discontinued Column	`campaign_summary_net_cost`
column	Discontinued Column	`campaign_summary_referrals`
column	Primary Key Change	`date_end` 🔑	`date_end`	No longer a primary key.
column	Primary Key Change	`date_start` 🔑	`date_start`	No longer a primary key.
column	Discontinued Column	`transaction_summary_impressions`
column	Discontinued Column	`transaction_summary_placement_impressions`
column	Discontinued Column	`transaction_summary_positive_placement_engagements`
column	Discontinued Column	`transaction_summary_purchases`
column	Discontinued Column	`transaction_summary_referrals`
column	Discontinued Column	`transaction_summary_revenue`
column	Discontinued Column	`transaction_summary_rpm`
column	Discontinued Column	`transaction_summary_rpt`
column	Discontinued Column	`transaction_summary_transactions`
column	New Column		`acquisitions_by_conversion_time`
column	Primary Key Change		`campaign_country` 🔑	New primary key.
column	Primary Key Change		`campaign_id` 🔑	New primary key.
column	New Column		`click_thru_acquisitions`
column	New Column		`click_thru_acquisitions_by_conversion_time`
column	Primary Key Change		`datetime` 🔑	New primary key.
column	New Column		`gross_cost`
column	New Column		`impressions`
column	New Column		`net_cost`
column	New Column		`referrals`
column	New Column		`unique_audiences`
column	New Column		`unique_campaign_countries`
column	New Column		`unique_campaigns`
column	New Column		`unique_creatives`
`ACCOUNT_TRANSACTION_BREAKDOWN`
column	Primary Key Change	`_fivetran_id` 🔑	`_fivetran_id` 🔑	Primary key calculation change.
column	Discontinued Column	`group_by_value`
column	Discontinued Column	`placement_impressions`
column	Discontinued Column	`positive_placement_engagements`
column	New Column		`age_range`
column	New Column		`datetime`
column	New Column		`gender`
column	New Column		`layout_impressions`
column	New Column		`page_type`
column	New Column		`partner_id`
column	New Column		`positive_layout_engagements`
`ACCOUNT_TRANSACTION_OVERVIEW`
column	Primary Key Change	`date_end` 🔑	`date_end`	No longer a primary key.
column	Primary Key Change	`date_start` 🔑	`date_start`	No longer a primary key.
column	Discontinued Column	`placement_impression`
column	Discontinued Column	`positive_placement_engagement`
column	Primary Key Change		`datetime` 🔑	New primary key.
column	New Column		`layout_impressions`
column	New Column		`positive_layout_engagements`
`CAMPAIGN_BREAKDOWN_AUDIENCE`
column	Discontinued Column	`account_campaign_breakdown_value` 🔑		No longer a primary key.
column	Discontinued Column	`acquisitions_by_conversion_date`
column	Discontinued Column	`acquisitions_by_referral_date`
column	Discontinued Column	`audiences`
column	Discontinued Column	`campaign_countries`
column	Discontinued Column	`campaigns`
column	Discontinued Column	`creative_name`
column	Discontinued Column	`creatives`
column	Discontinued Column	`date_end`
column	Discontinued Column	`date_start`
column	Discontinued Column	`group_by_value` 🔑		No longer a primary key.
column	Discontinued Column	`impressions`
column	Discontinued Column	`referrals`
column	New Column		`acquisitions_by_conversion_time`
column	Primary Key Change		`audience_name` 🔑	New primary key.
column	Primary Key Change		`campaign_id` 🔑	New primary key.
column	Primary Key Change		`datetime` 🔑	New primary key.
column	New Column		`device`
column	New Column		`impression`
column	New Column		`referral`
column	New Column		`unique_audience`
column	New Column		`unique_campaign`
column	New Column		`unique_campaign_country`
column	New Column		`unique_creative`
`CAMPAIGN_BREAKDOWN_COUNTRY`
column	Discontinued Column	`account_campaign_breakdown_value` 🔑		No longer a primary key.
column	Discontinued Column	`acquisitions_by_conversion_date`
column	Discontinued Column	`acquisitions_by_referral_date`
column	Discontinued Column	`audiences`
column	Discontinued Column	`campaign_countries`
column	Discontinued Column	`campaigns`
column	Discontinued Column	`creative_name`
column	Discontinued Column	`creatives`
column	Discontinued Column	`date_end`
column	Discontinued Column	`date_start`
column	Discontinued Column	`group_by_value` 🔑		No longer a primary key.
column	Discontinued Column	`impressions`
column	Discontinued Column	`referrals`
column	Discontinued Column	`results_grouped_by`
column	New Column		`acquisitions_by_conversion_time`
column	Primary Key Change		`campaign_country` 🔑	New primary key.
column	Primary Key Change		`campaign_id` 🔑	New primary key.
column	Primary Key Change		`datetime` 🔑	New primary key.
column	New Column		`device`
column	New Column		`impression`
column	New Column		`referral`
column	New Column		`unique_audience`
column	New Column		`unique_campaign`
column	New Column		`unique_campaign_country`
column	New Column		`unique_creative`
`CAMPAIGN_BREAKDOWN_CREATIVE`
column	Discontinued Column	`account_campaign_breakdown_value` 🔑		No longer a primary key.
column	Discontinued Column	`acquisitions_by_conversion_date`
column	Discontinued Column	`acquisitions_by_referral_date`
column	Discontinued Column	`audiences`
column	Discontinued Column	`campaign_countries`
column	Discontinued Column	`campaigns`
column	Discontinued Column	`creatives`
column	Discontinued Column	`date_end`
column	Discontinued Column	`date_start`
column	Discontinued Column	`group_by_value` 🔑		No longer a primary key.
column	Discontinued Column	`impressions`
column	Discontinued Column	`referrals`
column	Discontinued Column	`results_grouped_by`
column	New Column		`acquisitions_by_conversion_time`
column	Primary Key Change		`campaign_id` 🔑	New primary key.
column	Primary Key Change		`creative_id` 🔑	New primary key.
column	Primary Key Change		`datetime` 🔑	New primary key.
column	New Column		`device`
column	New Column		`impression`
column	New Column		`referral`
column	New Column		`unique_audience`
column	New Column		`unique_campaign`
column	New Column		`unique_campaign_country`
column	New Column		`unique_creative`
`CAMPAIGN_BREAKDOWN_SUBVERTICAL`
column	Discontinued Column	`account_campaign_breakdown_value` 🔑		No longer a primary key.
column	Discontinued Column	`acquisitions_by_conversion_date`
column	Discontinued Column	`acquisitions_by_referral_date`
column	Discontinued Column	`audiences`
column	Discontinued Column	`campaign_countries`
column	Discontinued Column	`campaigns`
column	Discontinued Column	`creatives`
column	Discontinued Column	`date_end`
column	Discontinued Column	`date_start`
column	Discontinued Column	`group_by_value` 🔑		No longer a primary key.
column	Discontinued Column	`impressions`
column	Discontinued Column	`referrals`
column	Discontinued Column	`results_grouped_by`
column	New Column		`acquisitions_by_conversion_time`
column	Primary Key Change		`campaign_id` 🔑	New primary key.
column	Primary Key Change		`datetime` 🔑	New primary key.
column	New Column		`device`
column	New Column		`impression`
column	Primary Key Change		`partner_sub_vertical` 🔑	New primary key.
column	New Column		`referral`
column	New Column		`unique_audience`
column	New Column		`unique_campaign`
column	New Column		`unique_campaign_country`
column	New Column		`unique_creative`
`CAMPAIGN_HISTOGRAM`
table	Discontinued Table	`CAMPAIGN_HISTOGRAM`

Salesforce

We have implemented a new synthetic primary key column, _fivetran_hashid, for the ActivityFieldHistory table to improve data reliability and query performance. Previously, we used a composite primary key.

The _fivetran_hashid column is a hash of all the columns in the table and ensures that each record is unique, even when the source data lacks a reliable primary key.

We are gradually rolling out this change to all existing Salesforce and Salesforce Sandbox connections.

To minimize the impact of this primary key change, Monthly Active Rows MAR for the ActivityFieldHistory table will be free through May 27, 2026.

Salesforce Marketing Cloud

We've added a new table, SMS_SUBSCRIPTION_LOG.

Samsara

Effective May 7, 2026 we use a new May 2026 schema. Review the latest ERD to better understand the schema changes.

We are updating the connector schema to support a feature enhancement.

19 total changes • 0 possible breaking changes

Table/column	Change type	New name
`DRIVER`
column	New Column	`driver_activation_status`
column	New Column	`has_driving_features_hidden`
column	New Column	`has_vehicle_unpinning_enabled`
column	New Column	`heavy_haul_exemption_toggle_enabled`
column	New Column	`phone_number`
column	New Column	`static_assigned_vehicle_id`
column	New Column	`vehicle_group_tag_id`
column	New Column	`waiting_time_duty_status_enabled`
`DRIVER_ATTRIBUTE`
table	New Table	`DRIVER_ATTRIBUTE`
`DRIVER_RULESET`
table	New Table	`DRIVER_RULESET`
`FORM_SUBMISSION_STREAM`
table	New Table	`FORM_SUBMISSION_STREAM`
`FORM_SUBMISSION_STREAM_FIELD`
table	New Table	`FORM_SUBMISSION_STREAM_FIELD`
`FORM_SUBMISSION_STREAM_FIELD_MEDIA_LIST`
table	New Table	`FORM_SUBMISSION_STREAM_FIELD_MEDIA_LIST`
`FORM_SUBMISSION_STREAM_FIELD_TABLE_VOLUME_COLUMN`
table	New Table	`FORM_SUBMISSION_STREAM_FIELD_TABLE_VOLUME_COLUMN`
`FORM_TEMPLATE`
table	New Table	`FORM_TEMPLATE`
`FORM_TEMPLATE_FIELD`
table	New Table	`FORM_TEMPLATE_FIELD`
`FORM_TEMPLATE_FIELD_CONDITIONAL_ACTION`
table	New Table	`FORM_TEMPLATE_FIELD_CONDITIONAL_ACTION`
`FORM_TEMPLATE_FIELD_OPTION`
table	New Table	`FORM_TEMPLATE_FIELD_OPTION`
`FORM_TEMPLATE_SECTION`
table	New Table	`FORM_TEMPLATE_SECTION`

Shopify

We have added a new table, CUSTOMER_SEGMENT_MEMBER.

Sprout Social

We have added a new column, followers_by_country, to the TIKTOK_PROFILE_ANALYTIC table.

We have added the following new columns to the INSTAGRAM_PROFILE_ANALYTIC table:

followers_by_age_gender
followers_by_city
followers_by_country

We are gradually rolling out these changes to all connections.

TikTok Ads

We have added two new columns, advertiser_account_type and company_name_editable, to the ADVERTISER table.

We've added a new table, CREATIVE_HISTORY. The table syncs creatives data specific to upgraded Smart+ campaigns. Currently, the same data is also synced to the AD_HISTORY table, however, we will remove the duplicated data in the future.

Visma

Effective May 7, 2026 we use a new May 2026 schema. Review the latest ERD to better understand the schema changes.

We are updating the connector schema to resolve data integrity issues.

You should review the changes and update your downstream queries if necessary. Failing to do so may lead to missing or incomplete data in your data pipelines.

2 total changes • 2 possible breaking changes

Table/column	Change type	Old name	New name	Notes
`GENERAL_LEDGER_TRANSACTION`
column	Primary Key Change	`_fivetran_id` 🔑	`_fivetran_id` 🔑	Primary key calculation change.
column	Primary Key Change	`ledger_id` 🔑	`ledger_id`	No longer a primary key.

Workday Financial Management

We have added the following new tables to support the Workday Financial_Management module:

BUSINESS_PLAN_DETAIL
BUSINESS_PLAN_ENTRY_LINE
BUSINESS_PLAN_ENTRY_LINE_WORKTAG

To sync these tables, enable the security domains necessary for the Financial Management module.

We have added the following new tables:

REQUISITION
REQUISITION_AD_HOC_ADDRESS_REPLACEMENT
REQUISITION_AD_HOC_ADDRESS_REPLACEMENT_ADDRESS_LINE
REQUISITION_AD_HOC_ADDRESS_REPLACEMENT_SUBMUNICIPALITY
REQUISITION_AD_HOC_ADDRESS_REPLACEMENT_SUBREGION
REQUISITION_ATTACHMENT
REQUISITION_COMMUNICATION_METHOD_USAGE
REQUISITION_DELIVERABLES_LINE
REQUISITION_DELIVERABLES_LINE_CLOSE_STATUS
REQUISITION_DELIVERABLES_LINE_PROJECT_PHASE
REQUISITION_DELIVERABLES_LINE_SPLIT
REQUISITION_DELIVERABLES_LINE_SPLIT_WORKTAG
REQUISITION_DELIVERABLES_LINE_WORKTAG
REQUISITION_GOODS_LINE_SPLIT
REQUISITION_GOODS_LINE_SPLIT_WORKTAG
REQUISITION_ITEM_REQUEST_LINE
REQUISITION_ITEM_REQUEST_LINE_CLOSE_STATUS
REQUISITION_ITEM_REQUEST_LINE_WORKTAG
REQUISITION_SERVICE_REQUEST_LINE
REQUISITION_SERVICE_REQUEST_LINE_CLOSE_STATUS
REQUISITION_SERVICE_REQUEST_LINE_SPLIT
REQUISITION_SERVICE_REQUEST_LINE_SPLIT_WORKTAG
REQUISITION_SERVICE_REQUEST_LINE_WORKTAG

We are gradually rolling out this change to all existing connections.

We have added a new table, SUPPLIER_INVOICE_LINE_WORKTAG. We are gradually rolling out this change to all existing connections.

Xero

We've added the following new tables:

JOURNAL_CASH
JOURNAL_CASH_LINE
JOURNAL_CASH_LINE_HAS_TRACKING_CATEGORY

We are gradually rolling out this change to all existing connections.

YouTube Analytics

We've added support for system-managed reports. System-managed reports are automatically generated by YouTube and are available exclusively to Content Owners. If you haven't entered a Content Owner ID, we don't sync these tables.

We've added the following new tables:

SYSTEM_MANAGED_CONTENT_OWNER_ASSET
SYSTEM_MANAGED_CONTENT_OWNER_ACTIVE_CLAIMS
SYSTEM_MANAGED_CONTENT_OWNER_VIDEO_METADATA
SYSTEM_MANAGED_CONTENT_OWNER_AD_REVENUE_RAW
SYSTEM_MANAGED_CONTENT_OWNER_ASSET_AD_REVENUE_RAW
SYSTEM_MANAGED_CONTENT_OWNER_MUSIC_ASSET_RED_REVENUE_RAW
SYSTEM_MANAGED_CONTENT_OWNER_NON_MUSIC_ASSET_RED_REVENUE_RAW

You can enable or disable each table on the Schema tab of your YouTube Analytics connection.

Improvements

Adobe Analytics Data Feed

Now, the following columns in each report suite's main data table contain human-readable values that we resolve from the Adobe lookup files:

first_hit_search_engine
ref_type
visit_search_engine

Previously, the values were raw numeric IDs.

The changes are consistent with how we sync matching non-prefixed and post_* columns (such as search_engine, post_search_engine, visit_ref_type, and first_hit_ref_type).

Assembled

We have added a new optional drop-down menu, Return Full Schedule, to the connection setup form. You can now enable this query parameter for the ACTIVITY table in your connection to retrieve data as per your requirement. The parameter returns all events, including overlapping ones. By default, the value is set to false. For more information, see our setup instructions. return_full_schedule is the REST API Config parameter.

Braze

We now support user profile exports configured with Azure Blob Storage. For more information, see our Braze documentation.

We now capture deletes for the MESSAGE_VARIATION table.

Calendly

We have added a new drop-down menu, Calendly plan, to the connection setup form. You can now specify your account plan type when configuring your connection. The Calendly API uses user-based rate limiting. We now proactively apply these rate limits in our API calls when retrieving your data. This improvement will help prevent the 429 error we encounter when hitting rate limits during syncs. For more information, see our setup instructions.

HappyFox

We have changed the sync strategy for the TICKET table and its child tables. We now incrementally sync them to capture new records and updates.

High-Volume Agent Db2 for i

The High-Volume Agent Db2 for i connector now supports the XML, DATALINK, BOOLEAN, ROWID, BINARY-DECIMAL, and DISTINCT data types. To use these new data types, upgrade your High-Volume Agent to version 6.2.0/3 or later.

Jira

You can now authenticate your Jira connection using a service account. For more information, see our setup instructions.

rocketlane

We have added support to select EU as one of the API server region.

For more information, see our setup instructions.

SAP Concur

We've updated our sync strategy for the ALLOCATION table to improve data accuracy and consistency. We now sync the ALLOCATION table as a child table of both the ITEMIZATION and EXPENSE_ENTRY tables to handle known data discrepancies.

We have also changed the composite primary key of the ALLOCATION table. The new primary key consists of the allocation_id, itemization_id, and expense_entry_id columns. Previously, the primary key consisted of the allocation_id and itemization_id columns.

As part of this improvement, we will re-sync the REPORT endpoint to fix historical discrepancies in the ALLOCATION table. This re-sync will not impact your MAR usage. We are gradually rolling out this change to all existing connections.

SAP ERP on HANA

We have added a new HANA Database Connection mode to the connector. This mode connects Fivetran directly to the SAP HANA database via JDBC, without requiring the Fivetran NetWeaver API to be installed on your SAP system. To use this mode, select HANA Database Connection in the connection setup form and provide your HANA database host, port, username, password, and schema name. For more information, see SAP ERP on HANA.

ShipMonk

We have updated our sync strategy for the RECEIVING table. We now re-import the table during every sync.

Stripe

We've updated our sync strategy for the CARD_PAYMENTS_FEES_TRANSACTION_LEVEL_1 table. To ensure that we capture any updates or missing data in existing records, we have implemented the following:

a daily 7-day lookback window
a weekly 30-day lookback window

We are gradually rolling out this data accuracy and consistency improvement to all existing connections.

Veeva Vault

We now support a new authentication method, OAuth 2.0, for the Veeva Vault connector. To support this enhancement, we have added the following fields to the connection setup form:

Client ID
Client Secret
OIDC Profile ID
OAuth Token Service URL
Vault DNS
Scope

For more information, see our setup instructions.

May 2026

Connector SDK

fivetran-connector-sdk PyPI package

fivetran-api-playground PyPI package

Lite Connectors

Quickstart Transformations

Multi-source Quickstart packages during connection setup

Salesforce Formula Fields — Improved discovery and reliability

Type Locking

New connectors

Db2 for z/OS

Slack Admin Data

Schema changes

AdRoll

Adyen

Amazon Ads

Amazon Selling Partner

Apple App Store

ClickUp

Contrast Security

Coupa

Facebook Ads

Fortnox

Freshservice

Google Search Console

Jira

Kantata

LinkedIn Ad Analytics

Mailchimp

Maxio Chargify

OpenAI

Pardot

Prive

QuickBooks

Rokt

Salesforce

Salesforce Marketing Cloud

Samsara

Shopify

Sprout Social

TikTok Ads

Visma

Workday Financial Management

Xero

YouTube Analytics

Improvements

Adobe Analytics Data Feed

Assembled

Braze

Calendly

HappyFox

High-Volume Agent Db2 for i

Jira

rocketlane

SAP Concur

SAP ERP on HANA

ShipMonk

Stripe

Veeva Vault

`fivetran-connector-sdk` PyPI package

`fivetran-api-playground` PyPI package