October 2025
Connector SDK
fivetran-connector-sdk PyPI package
We have released version 2.3.0 of the fivetran-connector-sdk PyPI package. This release adds the following:
- Timeout handling for connector operations.
- Minor improvements and enhancements.
Fivetran Connector SDK
The latest sync log events are now displayed at the top of the list on the Connector SDK Logs tab of the Connection Details page in the dashboard.
Lite Connectors
Lite connectors are now available for the following sources:
Logs
Referencing users by ID instead of email address
We now reference users by unique ID instead of email address to improve data security. We updated the relevant BigQuery and Snowflake sample queries that join the LOG and USER tables.
Partner SDK
SingleStore destination is in beta
The SingleStore destination is now in beta. For more information, see the Singlestore destination documentation.
Schema changes
Adobe Workfront
| Table/column | Change type | Old name | New name | Notes | |
|---|---|---|---|---|---|
TASK_CUSTOM_VALUE | |||||
| table | New Table | TASK_CUSTOM_VALUE | |||
Amazon Selling Partner
We have added the MARKETPLACE_PARTICIPATION table.
We are gradually rolling out this change to all connections.
Azure DevOps
We have added the following new tables:
INSTALLED_EXTENSION_CONTRIBUTION_AUTHENTICATION_SCHEMAINSTALLED_EXTENSION_CONTRIBUTION_CONSTRAINTINSTALLED_EXTENSION_CONTRIBUTION_RESTRICTEDINSTALLED_EXTENSION_CONTRIBUTION_TARGETINSTALLED_EXTENSION_CONTRIBUTION_TYPEINSTALLED_EXTENSION_CONTRIBUTIONINSTALLED_EXTENSION_FILEINSTALLED_EXTENSION_SCOPEINSTALLED_EXTENSIONPROCESS_WORK_ITEM_TYPE_STATEPROCESS_WORK_ITEM_TYPEPROCESSWORK_ITEM_RELATION
We have added the following new columns to the USERS table:
access_level_account_license_typeaccess_level_assignment_sourceaccess_level_git_hub_license_typeaccess_level_license_display_nameaccess_level_licensing_sourceaccess_level_msdn_license_typeaccess_level_status_messageaccess_level_status
CallRail
| Table/column | Change type | Old name | New name | Notes | |
|---|---|---|---|---|---|
CALL | |||||
| column | New Column | campaign | |||
| column | New Column | company_id | |||
| column | New Column | created_at | |||
| column | New Column | custom_* | |||
| column | New Column | device_type | |||
| column | New Column | first_call | |||
| column | New Column | first_touch_ad_position | |||
| column | New Column | first_touch_campaign | |||
| column | New Column | first_touch_device | |||
| column | New Column | first_touch_event_date | |||
| column | New Column | first_touch_keywords | |||
| column | New Column | first_touch_landing | |||
| column | New Column | first_touch_landing_page_url_params | |||
| column | New Column | first_touch_match_type | |||
| column | New Column | first_touch_medium | |||
| column | New Column | first_touch_referrer | |||
| column | New Column | first_touch_referrer_url_params | |||
| column | New Column | first_touch_session_browser | |||
| column | New Column | first_touch_source | |||
| column | New Column | first_touch_url_utm_params | |||
| column | New Column | formatted_business_phone_number | |||
| column | New Column | formatted_call_type | |||
| column | New Column | formatted_customer_location | |||
| column | New Column | formatted_customer_name | |||
| column | New Column | formatted_customer_name_or_phone_number | |||
| column | New Column | formatted_customer_phone_number | |||
| column | New Column | formatted_duration | |||
| column | New Column | formatted_tracking_phone_number | |||
| column | New Column | formatted_tracking_source | |||
| column | New Column | formatted_value | |||
| column | New Column | ga | |||
| column | New Column | good_lead_call_id | |||
| column | New Column | good_lead_call_time | |||
| column | New Column | highlights | |||
| column | New Column | keypad_entry_* | |||
| column | New Column | keywords | |||
| column | New Column | keywords_spotted | |||
| column | New Column | landing_page_url | |||
| column | New Column | last_requested_url | |||
| column | New Column | last_touch_ad_position | |||
| column | New Column | last_touch_campaign | |||
| column | New Column | last_touch_device | |||
| column | New Column | last_touch_event_date | |||
| column | New Column | last_touch_keywords | |||
| column | New Column | last_touch_landing | |||
| column | New Column | last_touch_landing_page_url_params | |||
| column | New Column | last_touch_match_type | |||
| column | New Column | last_touch_medium | |||
| column | New Column | last_touch_referrer | |||
| column | New Column | last_touch_referrer_url_params | |||
| column | New Column | last_touch_session_browser | |||
| column | New Column | last_touch_source | |||
| column | New Column | last_touch_url_utm_params | |||
| column | New Column | lead_created_ad_position | |||
| column | New Column | lead_created_campaign | |||
| column | New Column | lead_created_device | |||
| column | New Column | lead_created_event_date | |||
| column | New Column | lead_created_keywords | |||
| column | New Column | lead_created_landing | |||
| column | New Column | lead_created_landing_page_url_params | |||
| column | New Column | lead_created_match_type | |||
| column | New Column | lead_created_medium | |||
| column | New Column | lead_created_referrer | |||
| column | New Column | lead_created_referrer_url_params | |||
| column | New Column | lead_created_session_browser | |||
| column | New Column | lead_created_source | |||
| column | New Column | lead_created_url_utm_params | |||
| column | New Column | lead_status | |||
| column | New Column | medium | |||
| column | New Column | note | |||
| column | New Column | person_id | |||
| column | New Column | prior_calls | |||
| column | New Column | qualified_ad_position | |||
| column | New Column | qualified_campaign | |||
| column | New Column | qualified_device | |||
| column | New Column | qualified_event_date | |||
| column | New Column | qualified_keywords | |||
| column | New Column | qualified_landing | |||
| column | New Column | qualified_landing_page_url_params | |||
| column | New Column | qualified_match_type | |||
| column | New Column | qualified_medium | |||
| column | New Column | qualified_referrer | |||
| column | New Column | qualified_referrer_url_params | |||
| column | New Column | qualified_session_browser | |||
| column | New Column | qualified_source | |||
| column | New Column | qualified_url_utm_params | |||
| column | New Column | referrer_domain | |||
| column | New Column | referring_url | |||
| column | New Column | sentiment | |||
| column | New Column | session_uuid | |||
| column | New Column | source | |||
| column | New Column | source_name | |||
| column | New Column | speaker_percent_agent | |||
| column | New Column | speaker_percent_customer | |||
| column | New Column | summary | |||
| column | New Column | tags | |||
| column | New Column | timeline_url | |||
| column | New Column | total_calls | |||
| column | New Column | tracker_id | |||
| column | New Column | transcription | |||
| column | New Column | type | |||
| column | New Column | utm_campaign | |||
| column | New Column | utm_content | |||
| column | New Column | utm_medium | |||
| column | New Column | utm_source | |||
| column | New Column | utm_term | |||
| column | New Column | value | |||
| column | New Column | voice_assist_message | |||
| column | New Column | zip_code | |||
Centra
| Table/column | Change type | Old name | New name | Notes | |
|---|---|---|---|---|---|
RETURN | |||||
| column | Discontinued Column | status | |||
Cin7 Core
| Table/column | Change type | Old name | New name | Notes | |
|---|---|---|---|---|---|
SALE | |||||
| column | New Column | customer_reference | |||
Coupa
We have added a new column, kind, to the PURPOSE table.
We have added the following new columns to the SUPPLIER_INFORMATION_ADDRESS table:
account_type_itemaddress_namebank_account_numberbank_addressbank_citybank_codebank_fax_phonebank_postal_codebank_routing_numberbank_state_regionbank_work_phonebank_country_idbicbic_routing_codebsb_numbercsp_rta_idcustom_field_1custom_field_2custom_field_3custom_field_4custom_field_5custom_field_6custom_field_7custom_field_8custom_field_9custom_field_10custom_field_11custom_field_12custom_field_13custom_field_14custom_field_15custom_field_16custom_field_17custom_field_18custom_field_19custom_field_20emailiban_numberifscintermediary_bank_nameinternational_bank_account_numberkindname_on_bank_accountpayment_method_itempo_boxpo_box_postal_codesort_codestate_regionstreet_addressstreet_address2street_address3street_address4supplier_information_idswift_codetransit_number_and_institution_numbervirtual_card_emailwire_routing_number
We have discontinued the following columns from the SUPPLIER_INFORMATION_ADDRESS table:
attentionbusiness_group_namecustom_fieldsexternal_src_nameexternal_src_reflocal_tax_numbernamestatestreet_1street_2street_3street_4vat_country_idvat_number
Customer.io
We have added the transactional_message_id column to the EMAIL_EVENT table.
We have added the following new columns to the MESSAGE table:
metrics_human_clickedmetrics_human_openedmetrics_prefetch_clickedmetrics_prefetch_opened
Delighted
We have added a new table unsubscribed_people.
Dialpad
| Table/column | Change type | Old name | New name | Notes | |
|---|---|---|---|---|---|
CALL_TRANSCRIPT | |||||
| table | New Table | CALL_TRANSCRIPT | |||
Eventbrite
| Table/column | Change type | Old name | New name | Notes | |
|---|---|---|---|---|---|
EVENT_TEAM | |||||
| table | Discontinued Table | EVENT_TEAM | |||
EVENT_TEAM_CREATOR_EMAIL | |||||
| table | Discontinued Table | EVENT_TEAM_CREATOR_EMAIL | |||
STRUCTURE_CONTENT_PUBLISHED | |||||
| table | Discontinued Table | STRUCTURE_CONTENT_PUBLISHED | |||
STRUCTURE_CONTENT_PUBLISHED_MODULE | |||||
| table | Discontinued Table | STRUCTURE_CONTENT_PUBLISHED_MODULE | |||
STRUCTURE_CONTENT_PUBLISHED_WIDGET_TAB | |||||
| table | Discontinued Table | STRUCTURE_CONTENT_PUBLISHED_WIDGET_TAB | |||
STRUCTURE_CONTENT_PUBLISHED_WIDGET_TAB_SLOT | |||||
| table | Discontinued Table | STRUCTURE_CONTENT_PUBLISHED_WIDGET_TAB_SLOT | |||
STRUCTURE_CONTENT_PUBLISHED_WIDGET_TAB_SLOT_HOST | |||||
| table | Discontinued Table | STRUCTURE_CONTENT_PUBLISHED_WIDGET_TAB_SLOT_HOST | |||
Google Analytics 4 Export
We have added the following columns to the EVENT table:
session_traffic_source_last_click.sa360_campaign.*session_traffic_source_last_click.cm360_campaign.*session_traffic_source_last_click.dv360_campaign.*session_traffic_source_last_click.cross_channel_campaign.default_channel_groupsession_traffic_source_last_click.cross_channel_campaign.primary_channel_group
To backfill the historical data for these columns, re-sync the connection or contact Fivetran Support to re-sync it for you.
Intercom
We have added the email_message_metadata_subject column to the CONVERSATION_PART_HISTORY table.
We have added the child tables CONVERSATION_PART_TAG_HISTORY and EMAIL_ADDRESS_HEADER to the CONVERSATION_PART_HISTORY table.
We have added the following new columns to the CONVERSATION_PART_HISTORY table:
app_package_codeevent_details_action_nameevent_details_action_resultevent_details_attribute_nameevent_details_event_resultevent_details_event_typeevent_details_value_nameevent_details_workflow_namestate
Lob
| Table/column | Change type | Old name | New name | Notes | |
|---|---|---|---|---|---|
CAMPAIGN | |||||
| table | New Table | CAMPAIGN | |||
CAMPAIGN_CREATIVE | |||||
| table | New Table | CAMPAIGN_CREATIVE | |||
CAMPAIGN_CREATIVE_TEMPLATE_PREVIEW | |||||
| table | New Table | CAMPAIGN_CREATIVE_TEMPLATE_PREVIEW | |||
CAMPAIGN_UPLOAD | |||||
| table | New Table | CAMPAIGN_UPLOAD | |||
POSTCARD | |||||
| column | New Column | completed_at | |||
| column | New Column | fsc | |||
| column | New Column | is_creative_proof | |||
| column | New Column | is_dashboard | |||
| column | New Column | lob_credits_funding_status | |||
| column | New Column | qr_code | |||
| column | New Column | raw_url | |||
| column | New Column | status | |||
| column | New Column | to_be_expunged_date | |||
| column | New Column | url | |||
| column | New Column | use_type | |||
| column | New Column | usps_campaign_id | |||
Okta
We have added two new tables, USER_ENROLLED_FACTOR and USER_AUTHENTICATOR_ENROLLMENT. We are gradually rolling out this change to all connections.
PostHog
| Table/column | Change type | Old name | New name | Notes | |
|---|---|---|---|---|---|
DATA_ATTRIBUTE | |||||
| table | Discontinued Table | DATA_ATTRIBUTE | Data is available in the PROJECT table. | ||
PROJECT | |||||
| column | New Column | data_attribute | |||
Salesforce Commerce Cloud
We have added a new column, customer_is_guest, to the ORDERS_HISTORY table. Be sure to re-sync the ORDERS_HISTORY table to backfill the data for the new column.
SAP Concur
We have added a new column, USER_ID, to the USER table. The column contains the unique identifier for each user in SAP Concur.
SmartRecruiters
| Table/column | Change type | Old name | New name | Notes | |
|---|---|---|---|---|---|
CANDIDATE | |||||
| column | New Column | tags | |||
CANDIDATE_EDUCATION | |||||
| column | Discontinued Column | index 🔑 | No longer a primary key. | ||
| column | Primary Key Change | _fivetran_id 🔑 | New primary key. | ||
CANDIDATE_EXPERIENCE | |||||
| column | Discontinued Column | index 🔑 | No longer a primary key. | ||
| column | Primary Key Change | _fivetran_id 🔑 | New primary key. | ||
CANDIDATE_TAG | |||||
| table | Discontinued Table | CANDIDATE_TAG | |||
Snapchat Ads
We've added the following columns to the TARGETING_GEOLOCATION_HISTORY table:
geo_typegeo_valuefivetran_id
We've also discontinued support for the index column in the TARGETING_GEOLOCATION_HISTORY table.
Stripe
We've added below fields in the QUOTE table:
subscription_data_billing_mode_flexible_proration_discountssubscription_data_billing_mode_typesubscription_data_descriptionsubscription_data_effective_datesubscription_data_metadatasubscription_data_trial_period_days
Transcend
| Table/column | Change type | Old name | New name | Notes | |
|---|---|---|---|---|---|
ASSESSMENT_FILE | |||||
| table | Discontinued Table | ASSESSMENT_FILE | |||
Walmart Marketplace
| Table/column | Change type | Old name | New name | Notes | |
|---|---|---|---|---|---|
INCENTIVE_ITEM | |||||
| table | Discontinued Table | INCENTIVE_ITEM | |||
PRICE_INCENTIVE | |||||
| table | New Table | PRICE_INCENTIVE | |||
PRO_SELLER_BADGE_STATUS | |||||
| table | Discontinued Table | PRO_SELLER_BADGE_STATUS | |||
Workday Financial Management
We have added a new column country_alpha_2_code to the BUSINESS_ENTITY_ADDRESS table. Be sure to re-sync the table to backfill the historical data or reach out to Fivetran Support to re-sync it for you.
Workday HCM
We have added a new column country_alpha_2_code to the ADDRESS table. Be sure to re-sync the table to backfill the historical data or reach out to Fivetran Support to re-sync it for you.
Improvements
Azure Devops
We’ve made the following improvements to prevent data integrity issues:
Improved how the list_work_item temp table filters work items to ensure cleaner and more efficient syncs. Project ID and team ID filters are now applied in the query body instead of the path parameters. This change eliminates duplicate work_item_ids that were appearing in some syncs.
Added incremental sync support so that only new or updated work items are fetched during subsequent syncs.
Centra
We now re-import the PRODUCT table daily to capture updates and deletes.
Criteo Retail Media
We now retain data in the REPORT_CAMPAIGN and REPORT_LINE_ITEM tables for up to 3 years.
Databricks destination
You can now disable the VACUUM operations that Fivetran automatically runs on your destination tables. To support this enhancement, we have added a new toggle, Disable VACUUM operations, to the destination setup form.
Google Analytics 4 Export
We have added a new option, Intraday Export Type, to the connection setup form for the connections created on or after July 24, 2023. You can now select one of the following export types:
- Streaming - Sync a continuous export of events
- Fresh Daily - Sync periodic batch updates
- Daily Only (skip intraday events) - Sync only the full export of data that takes place daily
For more information, see our setup instructions and REST API config.
GRIN
We have fixed a bug that prevented us from syncing outstanding jobs data into the PARTNERSHIP_JOB table. Now, we correctly sync outstanding jobs data into this table.
Microsoft Lists
We have added a new authentication method for our Microsoft List connector. You can now use a custom authentication method to connect your Microsoft list account with Fivetran. To support these features, we have made the following changes to the connection setup form:
- Added Authentication method field, that allows you to select between a Quick Setup (Default) and an Advanced Setup.
- Added Client ID, Client secret, Tenant Id and Site Id fields, allowing you to provide your own app credentials.
- Added a Run connection test button to validate the connection credentials.
For more information, see our setup instructions and REST API configuration. We are gradually rolling out these changes to all existing connections.
PostgreSQL "money" type improvement
We now support precision and scale for the money data type.
PostgreSQL source
We now handle JSON columns with duplicate keys by retaining only the last key’s value when writing to a PostgreSQL destination. Previously, such columns were populated with an error message if duplicate keys were detected.
SAP ERP on HANA
A new version of the Fivetran NetWeaver API is now available for download: v1900284.
We added support for Netweaver 7.4.
SharePoint
Effective October 14, 2025, new SharePoint connections will support files with identical names located in different folders. To enable this enhancement, the connector will update the behavior of the _file column. Instead of including only the file name, the _file column will now store the full file path to uniquely identify files.
This change applies only to new SharePoint connections created after October 14, 2025. Existing connections will continue to work as they do today and will not be impacted by this update.
Shopify
We have added a new authentication method, Custom App to the setup form. You can now create and authorize a custom Shopify app directly from your Shopify admin to connect with Fivetran. For more information, see our setup guide.
Unicommerce
We now sync the sale_order entity data based on the facility code you provide in the connection setup form.
Workday Adaptive Planning
Our Workday Adaptive Planning connector is now available in BETA.