Forum Discussion

ScottGalloway's avatar
ScottGalloway
Quickbase Staff
5 years ago

Transforming data with the new Quickbase API and Pipelines

Recently I was helping a customer with a use case where there was a need for data transformation  The requirement was to take daily snapshots of each customers accounts receivable data, aggregate it by country and then snapshot it 


If you are someone who can code and knows how to use RESTful web services, you’re probably thinking "no problem”.  Otherwise, if you are someone who knows Quickbase (a real creative problem solver) you're probably thinking know I could figure out a way.   


The challenge for the developer type is where are you going to host the script, you’ll need to consider chunking the data because of the volume and since your chunking you’ll need to consider throttling, among other things.  For the Quickbase creative problem solver, the volume of data would have you pulling your hair out trying to get something working and would likely have a number of daily manual steps in place.  For me, I haven’t been a true developer for over 10 years, so everything that goes into the script like error handling, chunking, throttling etc., not to mention standing up an environment to host it, feels like a big effort. 


This is where Quickbase Pipelines and the New Quickbase API come into play.  Using these two new Quickbase features, I was able to quickly develop a strategy and work with the customer to implement it in a couple of days.  For the trending analysis the data needed to be aggregated by Country which took the number of records down to ~60 on a daily basis.  The daily data once aggregated could be wiped out the next day.  So how did we snapshot and aggregate the daily data: 

    1. Create a summary report grouped by Country
    2. Use the new API within Pipelines to execute the report and return the summarized records as a single record. 
    3. Write them to a snapshot table. 

With the new API, you can execute reports - more importantly summary reports - and get the entire data set back in JSON form. This is one of the things I really like about the new API.  I’ve used this strategy numerous times since the new API was released. Then, with Pipelines, I can easily iterate over the summarized record set with the Pipelines JSON handler and create the snapshot recordsWith the XML-based API, you were not able to return summarized data with API_DoQuery, and with API_GenResultsTable the summarized columns were not returned as part of the record set.   


Additionally, with the New API, calls are very much in line with modern APIs: 


POST https://api.quickbase.com/v1/reports/{reportId}/run?tableId={tableId} 


With Pipelines, I don’t need to worry about setting up an infrastructure. I just create a new Pipeline.  I don’t need to worry about coding syntax, I use the Pipeline Channels and Actions which hide the syntax aspect of coding, so all I need to do is worry about the logic - even throttling and retries are built in.  


One additional plug here for the New Quickbase API is the developer portal.  If you frequently work with the XML Quickbase API, I highly recommend you go check it out. It provides a playground to quickly test out each of the new API calls.  In fact, before I built the Pipeline discussed in this post, I used the developer portal to test out and verify my expected results.   

No RepliesBe the first to reply
"}},"componentScriptGroups({\"componentId\":\"custom.widget.Custom_Footer_Scripts\"})":{"__typename":"ComponentScriptGroups","scriptGroups":{"__typename":"ComponentScriptGroupsDefinition","afterInteractive":{"__typename":"PageScriptGroupDefinition","group":"AFTER_INTERACTIVE","scriptIds":[]},"lazyOnLoad":{"__typename":"PageScriptGroupDefinition","group":"LAZY_ON_LOAD","scriptIds":[]}},"componentScripts":[]},"cachedText({\"lastModified\":\"1744133827557\",\"locale\":\"en-US\",\"namespaces\":[\"components/community/NavbarDropdownToggle\"]})":[{"__ref":"CachedAsset:text:en_US-components/community/NavbarDropdownToggle-1744133827557"}],"cachedText({\"lastModified\":\"1744133827557\",\"locale\":\"en-US\",\"namespaces\":[\"shared/client/components/users/UserAvatar\"]})":[{"__ref":"CachedAsset:text:en_US-shared/client/components/users/UserAvatar-1744133827557"}],"cachedText({\"lastModified\":\"1744133827557\",\"locale\":\"en-US\",\"namespaces\":[\"shared/client/components/ranks/UserRankLabel\"]})":[{"__ref":"CachedAsset:text:en_US-shared/client/components/ranks/UserRankLabel-1744133827557"}],"cachedText({\"lastModified\":\"1744133827557\",\"locale\":\"en-US\",\"namespaces\":[\"components/messages/MessageView/MessageViewInline\"]})":[{"__ref":"CachedAsset:text:en_US-components/messages/MessageView/MessageViewInline-1744133827557"}],"cachedText({\"lastModified\":\"1744133827557\",\"locale\":\"en-US\",\"namespaces\":[\"shared/client/components/common/Pager/PagerLoadMore\"]})":[{"__ref":"CachedAsset:text:en_US-shared/client/components/common/Pager/PagerLoadMore-1744133827557"}],"cachedText({\"lastModified\":\"1744133827557\",\"locale\":\"en-US\",\"namespaces\":[\"components/customComponent/CustomComponent\"]})":[{"__ref":"CachedAsset:text:en_US-components/customComponent/CustomComponent-1744133827557"}],"cachedText({\"lastModified\":\"1744133827557\",\"locale\":\"en-US\",\"namespaces\":[\"shared/client/components/nodes/NodeIcon\"]})":[{"__ref":"CachedAsset:text:en_US-shared/client/components/nodes/NodeIcon-1744133827557"}]},"Theme:customTheme1":{"__typename":"Theme","id":"customTheme1"},"User:user:-1":{"__typename":"User","id":"user:-1","uid":-1,"login":"Anonymous","email":"","avatar":null,"rank":null,"kudosWeight":1,"registrationData":{"__typename":"RegistrationData","status":"ANONYMOUS","registrationTime":null,"confirmEmailStatus":false,"registrationAccessLevel":"VIEW","ssoRegistrationFields":[]},"ssoId":null,"profileSettings":{"__typename":"ProfileSettings","dateDisplayStyle":{"__typename":"InheritableStringSettingWithPossibleValues","key":"layout.friendly_dates_enabled","value":"true","localValue":"true","possibleValues":["true","false"]},"dateDisplayFormat":{"__typename":"InheritableStringSetting","key":"layout.format_pattern_date","value":"MM-dd-yyyy","localValue":"MM-dd-yyyy"},"language":{"__typename":"InheritableStringSettingWithPossibleValues","key":"profile.language","value":"en-US","localValue":null,"possibleValues":["en-US","es-ES"]},"repliesSortOrder":{"__typename":"InheritableStringSettingWithPossibleValues","key":"config.user_replies_sort_order","value":"DEFAULT","localValue":"DEFAULT","possibleValues":["DEFAULT","LIKES","PUBLISH_TIME","REVERSE_PUBLISH_TIME"]}},"deleted":false},"CachedAsset:pages-1744100217522":{"__typename":"CachedAsset","id":"pages-1744100217522","value":[{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"BlogViewAllPostsPage","type":"BLOG","urlPath":"/category/:categoryId/blog/:boardId/all-posts/(/:after|/:before)?","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"CasePortalPage","type":"CASE_PORTAL","urlPath":"/caseportal","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"CreateGroupHubPage","type":"GROUP_HUB","urlPath":"/groups/create","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"CaseViewPage","type":"CASE_DETAILS","urlPath":"/case/:caseId/:caseNumber","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"InboxPage","type":"COMMUNITY","urlPath":"/inbox","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"HelpFAQPage","type":"COMMUNITY","urlPath":"/help","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"IdeaMessagePage","type":"IDEA_POST","urlPath":"/idea/:boardId/:messageSubject/:messageId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"IdeaViewAllIdeasPage","type":"IDEA","urlPath":"/category/:categoryId/ideas/:boardId/all-ideas/(/:after|/:before)?","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"LoginPage","type":"USER","urlPath":"/signin","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"BlogPostPage","type":"BLOG","urlPath":"/category/:categoryId/blogs/:boardId/create","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"ThemeEditorPage","type":"COMMUNITY","urlPath":"/designer/themes","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"TkbViewAllArticlesPage","type":"TKB","urlPath":"/category/:categoryId/kb/:boardId/all-articles/(/:after|/:before)?","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"OccasionEditPage","type":"EVENT","urlPath":"/event/:boardId/:messageSubject/:messageId/edit","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"OAuthAuthorizationAllowPage","type":"USER","urlPath":"/auth/authorize/allow","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"PageEditorPage","type":"COMMUNITY","urlPath":"/designer/pages","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"PostPage","type":"COMMUNITY","urlPath":"/category/:categoryId/:boardId/create","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"ForumBoardPage","type":"FORUM","urlPath":"/category/:categoryId/discussions/:boardId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"TkbBoardPage","type":"TKB","urlPath":"/category/:categoryId/kb/:boardId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"EventPostPage","type":"EVENT","urlPath":"/category/:categoryId/events/:boardId/create","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"UserBadgesPage","type":"COMMUNITY","urlPath":"/users/:login/:userId/badges","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"GroupHubMembershipAction","type":"GROUP_HUB","urlPath":"/membership/join/:nodeId/:membershipType","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"MaintenancePage","type":"COMMUNITY","urlPath":"/maintenance","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"IdeaReplyPage","type":"IDEA_REPLY","urlPath":"/idea/:boardId/:messageSubject/:messageId/comments/:replyId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"UserSettingsPage","type":"USER","urlPath":"/mysettings/:userSettingsTab","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"GroupHubsPage","type":"GROUP_HUB","urlPath":"/groups","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"ForumPostPage","type":"FORUM","urlPath":"/category/:categoryId/discussions/:boardId/create","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"OccasionRsvpActionPage","type":"OCCASION","urlPath":"/event/:boardId/:messageSubject/:messageId/rsvp/:responseType","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"VerifyUserEmailPage","type":"USER","urlPath":"/verifyemail/:userId/:verifyEmailToken","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"AllOccasionsPage","type":"OCCASION","urlPath":"/category/:categoryId/events/:boardId/all-events/(/:after|/:before)?","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"EventBoardPage","type":"EVENT","urlPath":"/category/:categoryId/events/:boardId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"TkbReplyPage","type":"TKB_REPLY","urlPath":"/kb/:boardId/:messageSubject/:messageId/comments/:replyId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"IdeaBoardPage","type":"IDEA","urlPath":"/category/:categoryId/ideas/:boardId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"CommunityGuideLinesPage","type":"COMMUNITY","urlPath":"/communityguidelines","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"CaseCreatePage","type":"SALESFORCE_CASE_CREATION","urlPath":"/caseportal/create","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"TkbEditPage","type":"TKB","urlPath":"/kb/:boardId/:messageSubject/:messageId/edit","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"ForgotPasswordPage","type":"USER","urlPath":"/forgotpassword","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"IdeaEditPage","type":"IDEA","urlPath":"/idea/:boardId/:messageSubject/:messageId/edit","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"TagPage","type":"COMMUNITY","urlPath":"/tag/:tagName","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"BlogBoardPage","type":"BLOG","urlPath":"/category/:categoryId/blog/:boardId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"OccasionMessagePage","type":"OCCASION_TOPIC","urlPath":"/event/:boardId/:messageSubject/:messageId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"ManageContentPage","type":"COMMUNITY","urlPath":"/managecontent","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"ClosedMembershipNodeNonMembersPage","type":"GROUP_HUB","urlPath":"/closedgroup/:groupHubId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"CommunityPage","type":"COMMUNITY","urlPath":"/","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"ForumMessagePage","type":"FORUM_TOPIC","urlPath":"/discussions/:boardId/:messageSubject/:messageId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"IdeaPostPage","type":"IDEA","urlPath":"/category/:categoryId/ideas/:boardId/create","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"BlogMessagePage","type":"BLOG_ARTICLE","urlPath":"/blog/:boardId/:messageSubject/:messageId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"RegistrationPage","type":"USER","urlPath":"/register","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"EditGroupHubPage","type":"GROUP_HUB","urlPath":"/group/:groupHubId/edit","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"ForumEditPage","type":"FORUM","urlPath":"/discussions/:boardId/:messageSubject/:messageId/edit","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"ResetPasswordPage","type":"USER","urlPath":"/resetpassword/:userId/:resetPasswordToken","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"TkbMessagePage","type":"TKB_ARTICLE","urlPath":"/kb/:boardId/:messageSubject/:messageId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"BlogEditPage","type":"BLOG","urlPath":"/blog/:boardId/:messageSubject/:messageId/edit","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"ManageUsersPage","type":"USER","urlPath":"/users/manage/:tab?/:manageUsersTab?","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"ForumReplyPage","type":"FORUM_REPLY","urlPath":"/discussions/:boardId/:messageSubject/:messageId/replies/:replyId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"PrivacyPolicyPage","type":"COMMUNITY","urlPath":"/privacypolicy","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"NotificationPage","type":"COMMUNITY","urlPath":"/notifications","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"UserPage","type":"USER","urlPath":"/users/:login/:userId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"HealthCheckPage","type":"COMMUNITY","urlPath":"/health","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"OccasionReplyPage","type":"OCCASION_REPLY","urlPath":"/event/:boardId/:messageSubject/:messageId/comments/:replyId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"ManageMembersPage","type":"GROUP_HUB","urlPath":"/group/:groupHubId/manage/:tab?","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"SearchResultsPage","type":"COMMUNITY","urlPath":"/search","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"BlogReplyPage","type":"BLOG_REPLY","urlPath":"/blog/:boardId/:messageSubject/:messageId/replies/:replyId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"GroupHubPage","type":"GROUP_HUB","urlPath":"/group/:groupHubId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"TermsOfServicePage","type":"COMMUNITY","urlPath":"/termsofservice","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"CategoryPage","type":"CATEGORY","urlPath":"/category/:categoryId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"ForumViewAllTopicsPage","type":"FORUM","urlPath":"/category/:categoryId/discussions/:boardId/all-topics/(/:after|/:before)?","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"TkbPostPage","type":"TKB","urlPath":"/category/:categoryId/kbs/:boardId/create","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1744100217522,"localOverride":null,"page":{"id":"GroupHubPostPage","type":"GROUP_HUB","urlPath":"/group/:groupHubId/:boardId/create","__typename":"PageDescriptor"},"__typename":"PageResource"}],"localOverride":false},"CachedAsset:text:en_US-components/context/AppContext/AppContextProvider-0":{"__typename":"CachedAsset","id":"text:en_US-components/context/AppContext/AppContextProvider-0","value":{"noCommunity":"Cannot find community","noUser":"Cannot find current user","noNode":"Cannot find node with id {nodeId}","noMessage":"Cannot find message with id {messageId}","userBanned":"We're sorry, but you have been banned from using this site.","userBannedReason":"You have been banned for the following reason: {reason}"},"localOverride":false},"CachedAsset:text:en_US-shared/client/components/common/Loading/LoadingDot-0":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/common/Loading/LoadingDot-0","value":{"title":"Loading..."},"localOverride":false},"Rank:rank:5":{"__typename":"Rank","id":"rank:5","position":6,"name":"Quickbase Staff","color":"333333","icon":null,"rankStyle":"TEXT"},"User:user:23764":{"__typename":"User","id":"user:23764","uid":23764,"login":"ScottGalloway","deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://community.quickbase.com/t5/s/kqufx49752/m_assets/avatars/default/avatar-1.svg?time=0"},"rank":{"__ref":"Rank:rank:5"},"email":"","messagesCount":2,"biography":null,"topicsCount":2,"kudosReceivedCount":2,"kudosGivenCount":0,"kudosWeight":1,"registrationData":{"__typename":"RegistrationData","status":null,"registrationTime":"2019-12-03T12:32:18.000-08:00","confirmEmailStatus":null},"followersCount":null,"solutionsCount":0},"Category:category:connect":{"__typename":"Category","id":"category:connect","entityType":"CATEGORY","displayId":"connect","nodeType":"category","depth":1,"title":"Connect","shortTitle":"Connect","parent":{"__ref":"Category:category:top"}},"Category:category:top":{"__typename":"Category","id":"category:top","entityType":"CATEGORY","displayId":"top","nodeType":"category","depth":0,"title":"Top","shortTitle":"Top"},"Forum:board:quickbase-discussions":{"__typename":"Forum","id":"board:quickbase-discussions","entityType":"FORUM","displayId":"quickbase-discussions","nodeType":"board","depth":2,"conversationStyle":"FORUM","repliesProperties":{"__typename":"RepliesProperties","sortOrder":"LIKES","repliesFormat":"threaded"},"tagProperties":{"__typename":"TagNodeProperties","tagsEnabled":{"__typename":"PolicyResult","failureReason":null}},"requireTags":true,"tagType":"FREEFORM_AND_PRESET","description":"A forum for Qrew members of all levels, where questions about Quickbase can be asked and answered.","title":"Quickbase Discussions","shortTitle":"Quickbase Discussions","parent":{"__ref":"Category:category:connect"},"ancestors":{"__typename":"CoreNodeConnection","edges":[{"__typename":"CoreNodeEdge","node":{"__ref":"Community:community:kqufx49752"}},{"__typename":"CoreNodeEdge","node":{"__ref":"Category:category:connect"}}]},"userContext":{"__typename":"NodeUserContext","canAddAttachments":true,"canUpdateNode":false,"canPostMessages":false,"isSubscribed":false},"theme":{"__ref":"Theme:customTheme1"},"boardPolicies":{"__typename":"BoardPolicies","canViewSpamDashBoard":{"__typename":"PolicyResult","failureReason":{"__typename":"FailureReason","message":"error.lithium.policies.feature.moderation_spam.action.access_spam_quarantine.allowed.accessDenied","key":"error.lithium.policies.feature.moderation_spam.action.access_spam_quarantine.allowed.accessDenied","args":[]}},"canArchiveMessage":{"__typename":"PolicyResult","failureReason":{"__typename":"FailureReason","message":"error.lithium.policies.content_archivals.enable_content_archival_settings.accessDenied","key":"error.lithium.policies.content_archivals.enable_content_archival_settings.accessDenied","args":[]}},"canPublishArticleOnCreate":{"__typename":"PolicyResult","failureReason":{"__typename":"FailureReason","message":"error.lithium.policies.forums.policy_can_publish_on_create_workflow_action.accessDenied","key":"error.lithium.policies.forums.policy_can_publish_on_create_workflow_action.accessDenied","args":[]}},"canReadNode":{"__typename":"PolicyResult","failureReason":null}},"forumPolicies":{"__typename":"ForumPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}},"avatar":{"__ref":"AssociatedImage:{\"url\":\"https://community.quickbase.com/t5/s/kqufx49752/images/bi02NC04b1IweFI?image-coordinates=89%2C0%2C510%2C420\"}"},"eventPath":"category:connect/community:kqufx49752board:quickbase-discussions/"},"ForumTopicMessage:message:83864":{"__typename":"ForumTopicMessage","uid":83864,"subject":"Transforming data with the new Quickbase API and Pipelines","id":"message:83864","revisionNum":1,"repliesCount":0,"author":{"__ref":"User:user:23764"},"depth":0,"hasGivenKudo":false,"board":{"__ref":"Forum:board:quickbase-discussions"},"conversation":{"__ref":"Conversation:conversation:83864"},"readOnly":false,"editFrozen":false,"moderationData":{"__ref":"ModerationData:moderation_data:83864"},"body":"

Recently I was helping a customer with a use case where there was a need for data transformation  The requirement was to take daily snapshots of each customers accounts receivable data, aggregate it by country and then snapshot it 

\n
\n

If you are someone who can code and knows how to use RESTful web services, you’re probably thinking \"no problem”.  Otherwise, if you are someone who knows Quickbase (a real creative problem solver) you're probably thinking know I could figure out a way.   

\n
\n

The challenge for the developer type is where are you going to host the script, you’ll need to consider chunking the data because of the volume and since your chunking you’ll need to consider throttling, among other things.  For the Quickbase creative problem solver, the volume of data would have you pulling your hair out trying to get something working and would likely have a number of daily manual steps in place.  For me, I haven’t been a true developer for over 10 years, so everything that goes into the script like error handling, chunking, throttling etc., not to mention standing up an environment to host it, feels like a big effort. 

\n
\n

This is where Quickbase Pipelines and the New Quickbase API come into play.  Using these two new Quickbase features, I was able to quickly develop a strategy and work with the customer to implement it in a couple of days.  For the trending analysis the data needed to be aggregated by Country which took the number of records down to ~60 on a daily basis.  The daily data once aggregated could be wiped out the next day.  So how did we snapshot and aggregate the daily data: 

\n
    \n
      \n
    1. Create a summary report grouped by Country
    2. \n
    3. Use the new API within Pipelines to execute the report and return the summarized records as a single record. 
    4. \n
    5. Write them to a snapshot table. 
    6. \n
    \n
\n

With the new API, you can execute reports - more importantly summary reports - and get the entire data set back in JSON form. This is one of the things I really like about the new API.  I’ve used this strategy numerous times since the new API was released. Then, with Pipelines, I can easily iterate over the summarized record set with the Pipelines JSON handler and create the snapshot recordsWith the XML-based API, you were not able to return summarized data with API_DoQuery, and with API_GenResultsTable the summarized columns were not returned as part of the record set.   

\n
\n

Additionally, with the New API, calls are very much in line with modern APIs: 

\n
\n

POST https://api.quickbase.com/v1/reports/{reportId}/run?tableId={tableId} 

\n
\n

With Pipelines, I don’t need to worry about setting up an infrastructure. I just create a new Pipeline.  I don’t need to worry about coding syntax, I use the Pipeline Channels and Actions which hide the syntax aspect of coding, so all I need to do is worry about the logic - even throttling and retries are built in.  

\n
\n

One additional plug here for the New Quickbase API is the developer portal.  If you frequently work with the XML Quickbase API, I highly recommend you go check it out. It provides a playground to quickly test out each of the new API calls.  In fact, before I built the Pipeline discussed in this post, I used the developer portal to test out and verify my expected results.   

","body@stringLength":"12700","rawBody":"

Recently I was helping a customer with a use case where there was a need for data transformation  The requirement was to take daily snapshots of each customers accounts receivable data, aggregate it by country and then snapshot it 

\n
\n

If you are someone who can code and knows how to use RESTful web services, you’re probably thinking \"no problem”.  Otherwise, if you are someone who knows Quickbase (a real creative problem solver) you're probably thinking know I could figure out a way.   

\n
\n

The challenge for the developer type is where are you going to host the script, you’ll need to consider chunking the data because of the volume and since your chunking you’ll need to consider throttling, among other things.  For the Quickbase creative problem solver, the volume of data would have you pulling your hair out trying to get something working and would likely have a number of daily manual steps in place.  For me, I haven’t been a true developer for over 10 years, so everything that goes into the script like error handling, chunking, throttling etc., not to mention standing up an environment to host it, feels like a big effort. 

\n
\n

This is where Quickbase Pipelines and the New Quickbase API come into play.  Using these two new Quickbase features, I was able to quickly develop a strategy and work with the customer to implement it in a couple of days.  For the trending analysis the data needed to be aggregated by Country which took the number of records down to ~60 on a daily basis.  The daily data once aggregated could be wiped out the next day.  So how did we snapshot and aggregate the daily data: 

\n
    \n
      \n
    1. Create a summary report grouped by Country
    2. \n
    3. Use the new API within Pipelines to execute the report and return the summarized records as a single record. 
    4. \n
    5. Write them to a snapshot table. 
    6. \n
    \n
\n

With the new API, you can execute reports - more importantly summary reports - and get the entire data set back in JSON form. This is one of the things I really like about the new API.  I’ve used this strategy numerous times since the new API was released. Then, with Pipelines, I can easily iterate over the summarized record set with the Pipelines JSON handler and create the snapshot recordsWith the XML-based API, you were not able to return summarized data with API_DoQuery, and with API_GenResultsTable the summarized columns were not returned as part of the record set.   

\n
\n

Additionally, with the New API, calls are very much in line with modern APIs: 

\n
\n

POST https://api.quickbase.com/v1/reports/{reportId}/run?tableId={tableId} 

\n
\n

With Pipelines, I don’t need to worry about setting up an infrastructure. I just create a new Pipeline.  I don’t need to worry about coding syntax, I use the Pipeline Channels and Actions which hide the syntax aspect of coding, so all I need to do is worry about the logic - even throttling and retries are built in.  

\n
\n

One additional plug here for the New Quickbase API is the developer portal.  If you frequently work with the XML Quickbase API, I highly recommend you go check it out. It provides a playground to quickly test out each of the new API calls.  In fact, before I built the Pipeline discussed in this post, I used the developer portal to test out and verify my expected results.   

","kudosSumWeight":1,"postTime":"2020-08-20T19:54:53.000-07:00","images":{"__typename":"AssociatedImageConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"attachments":{"__typename":"AttachmentConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[]},"tags":{"__typename":"TagConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[]},"timeToRead":3,"currentRevision":{"__ref":"Revision:revision:83864_1"},"latestVersion":null,"metrics":{"__typename":"MessageMetrics","views":171},"visibilityScope":"PUBLIC","canonicalUrl":null,"seoTitle":null,"seoDescription":null,"isEscalated":null,"placeholder":false,"originalMessageForPlaceholder":null,"messagePolicies":{"__typename":"MessagePolicies","canModerateSpamMessage":{"__typename":"PolicyResult","failureReason":{"__typename":"FailureReason","message":"error.lithium.policies.feature.moderation_spam.action.moderate_entity.allowed.accessDenied","key":"error.lithium.policies.feature.moderation_spam.action.moderate_entity.allowed.accessDenied","args":[]}}},"archivalData":null,"replies":{"__typename":"MessageConnection","edges":[],"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"customFields":[]},"Conversation:conversation:83864":{"__typename":"Conversation","id":"conversation:83864","solved":false,"topic":{"__ref":"ForumTopicMessage:message:83864"},"lastPostingActivityTime":"2020-08-20T19:54:53.000-07:00","lastPostTime":"2020-08-20T19:54:53.000-07:00","unreadReplyCount":0,"isSubscribed":false},"ModerationData:moderation_data:83864":{"__typename":"ModerationData","id":"moderation_data:83864","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"Revision:revision:83864_1":{"__typename":"Revision","id":"revision:83864_1","lastEditTime":"2020-08-20T19:54:53.000-07:00"},"CachedAsset:theme:customTheme1-1744100216308":{"__typename":"CachedAsset","id":"theme:customTheme1-1744100216308","value":{"id":"customTheme1","animation":{"fast":"150ms","normal":"250ms","slow":"500ms","slowest":"750ms","function":"cubic-bezier(0.07, 0.91, 0.51, 1)","__typename":"AnimationThemeSettings"},"avatar":{"borderRadius":"3px","collections":["default"],"__typename":"AvatarThemeSettings"},"basics":{"browserIcon":{"imageAssetName":"Browser_Favicon_QB_Icon_512x512-1711046472639.png","imageLastModified":"1711046475044","__typename":"ThemeAsset"},"customerLogo":{"imageAssetName":"quickbase-logo-300-1711548884441.png","imageLastModified":"1711548886217","__typename":"ThemeAsset"},"maximumWidthOfPageContent":"1320px","oneColumnNarrowWidth":"800px","gridGutterWidthMd":"30px","gridGutterWidthXs":"10px","pageWidthStyle":"WIDTH_OF_BROWSER","__typename":"BasicsThemeSettings"},"buttons":{"borderRadiusSm":"3px","borderRadius":"3px","borderRadiusLg":"5px","paddingY":"5px","paddingYLg":"7px","paddingYHero":"var(--lia-bs-btn-padding-y-lg)","paddingX":"12px","paddingXLg":"16px","paddingXHero":"60px","fontStyle":"NORMAL","fontWeight":"400","textTransform":"NONE","disabledOpacity":0.5,"primaryTextColor":"var(--lia-bs-white)","primaryTextHoverColor":"var(--lia-bs-white)","primaryTextActiveColor":"var(--lia-bs-white)","primaryBgColor":"var(--lia-bs-primary)","primaryBgHoverColor":"hsl(var(--lia-bs-primary-h), var(--lia-bs-primary-s), calc(var(--lia-bs-primary-l) * 0.85))","primaryBgActiveColor":"hsl(var(--lia-bs-primary-h), var(--lia-bs-primary-s), calc(var(--lia-bs-primary-l) * 0.7))","primaryBorder":"1px solid transparent","primaryBorderHover":"1px solid transparent","primaryBorderActive":"1px solid transparent","primaryBorderFocus":"1px solid var(--lia-bs-white)","primaryBoxShadowFocus":"0 0 0 1px var(--lia-bs-primary), 0 0 0 4px hsla(var(--lia-bs-primary-h), var(--lia-bs-primary-s), var(--lia-bs-primary-l), 0.2)","secondaryTextColor":"var(--lia-bs-body-color)","secondaryTextHoverColor":"hsl(var(--lia-bs-body-color-h), var(--lia-bs-body-color-s), calc(var(--lia-bs-body-color-l) * 0.95))","secondaryTextActiveColor":"hsl(var(--lia-bs-body-color-h), var(--lia-bs-body-color-s), calc(var(--lia-bs-body-color-l) * 0.9))","secondaryBgColor":"#2C9382","secondaryBgHoverColor":"hsl(170.10000000000002, 53.9%, 31.8%)","secondaryBgActiveColor":"hsl(170.10000000000002, 53.9%, 26.2%)","secondaryBorder":"1px solid transparent","secondaryBorderHover":"1px solid transparent","secondaryBorderActive":"1px solid transparent","secondaryBorderFocus":"1px solid transparent","secondaryBoxShadowFocus":"0 0 0 1px var(--lia-bs-primary), 0 0 0 4px hsla(var(--lia-bs-primary-h), var(--lia-bs-primary-s), var(--lia-bs-primary-l), 0.2)","tertiaryTextColor":"var(--lia-bs-gray-900)","tertiaryTextHoverColor":"hsl(var(--lia-bs-gray-900-h), var(--lia-bs-gray-900-s), calc(var(--lia-bs-gray-900-l) * 0.95))","tertiaryTextActiveColor":"hsl(var(--lia-bs-gray-900-h), var(--lia-bs-gray-900-s), calc(var(--lia-bs-gray-900-l) * 0.9))","tertiaryBgColor":"transparent","tertiaryBgHoverColor":"transparent","tertiaryBgActiveColor":"hsla(var(--lia-bs-body-bg-h), var(--lia-bs-body-bg-s), var(--lia-bs-body-bg-l), 0.04)","tertiaryBorder":"1px solid transparent","tertiaryBorderHover":"1px solid hsla(var(--lia-bs-body-bg-h), var(--lia-bs-body-bg-s), var(--lia-bs-body-bg-l), 0.08)","tertiaryBorderActive":"1px solid transparent","tertiaryBorderFocus":"1px solid transparent","tertiaryBoxShadowFocus":"0 0 0 1px var(--lia-bs-primary), 0 0 0 4px hsla(var(--lia-bs-primary-h), var(--lia-bs-primary-s), var(--lia-bs-primary-l), 0.2)","destructiveTextColor":"var(--lia-bs-danger)","destructiveTextHoverColor":"hsl(var(--lia-bs-danger-h), var(--lia-bs-danger-s), calc(var(--lia-bs-danger-l) * 0.95))","destructiveTextActiveColor":"hsl(var(--lia-bs-danger-h), var(--lia-bs-danger-s), calc(var(--lia-bs-danger-l) * 0.9))","destructiveBgColor":"var(--lia-bs-gray-200)","destructiveBgHoverColor":"hsl(var(--lia-bs-gray-200-h), var(--lia-bs-gray-200-s), calc(var(--lia-bs-gray-200-l) * 0.96))","destructiveBgActiveColor":"hsl(var(--lia-bs-gray-200-h), var(--lia-bs-gray-200-s), calc(var(--lia-bs-gray-200-l) * 0.92))","destructiveBorder":"1px solid transparent","destructiveBorderHover":"1px solid transparent","destructiveBorderActive":"1px solid transparent","destructiveBorderFocus":"1px solid transparent","destructiveBoxShadowFocus":"0 0 0 1px var(--lia-bs-primary), 0 0 0 4px hsla(var(--lia-bs-primary-h), var(--lia-bs-primary-s), var(--lia-bs-primary-l), 0.2)","__typename":"ButtonsThemeSettings"},"border":{"color":"hsla(var(--lia-bs-black-h), var(--lia-bs-black-s), var(--lia-bs-black-l), 0.08)","mainContent":"NONE","sideContent":"LIGHT","radiusSm":"3px","radius":"5px","radiusLg":"9px","radius50":"100vw","__typename":"BorderThemeSettings"},"boxShadow":{"xs":"0 0 0 1px hsla(var(--lia-bs-gray-900-h), var(--lia-bs-gray-900-s), var(--lia-bs-gray-900-l), 0.08)","sm":"0","md":"0","lg":"0","__typename":"BoxShadowThemeSettings"},"cards":{"bgColor":"var(--lia-panel-bg-color)","borderRadius":"var(--lia-panel-border-radius)","boxShadow":"var(--lia-box-shadow-xs)","__typename":"CardsThemeSettings"},"chip":{"maxWidth":"300px","height":"30px","__typename":"ChipThemeSettings"},"coreTypes":{"defaultMessageLinkColor":"var(--lia-bs-primary)","defaultMessageLinkDecoration":"none","defaultMessageLinkFontStyle":"NORMAL","defaultMessageLinkFontWeight":"400","defaultMessageFontStyle":"NORMAL","defaultMessageFontWeight":"400","defaultMessageFontFamily":"var(--lia-bs-font-family-base)","forumColor":"#1DD1E0","forumFontFamily":"var(--lia-bs-font-family-base)","forumFontWeight":"var(--lia-default-message-font-weight)","forumLineHeight":"var(--lia-bs-line-height-base)","forumFontStyle":"var(--lia-default-message-font-style)","forumMessageLinkColor":"var(--lia-default-message-link-color)","forumMessageLinkDecoration":"var(--lia-default-message-link-decoration)","forumMessageLinkFontStyle":"var(--lia-default-message-link-font-style)","forumMessageLinkFontWeight":"var(--lia-default-message-link-font-weight)","forumSolvedColor":"#28A745","blogColor":"#2C9382","blogFontFamily":"var(--lia-bs-font-family-base)","blogFontWeight":"var(--lia-default-message-font-weight)","blogLineHeight":"1.75","blogFontStyle":"var(--lia-default-message-font-style)","blogMessageLinkColor":"var(--lia-default-message-link-color)","blogMessageLinkDecoration":"var(--lia-default-message-link-decoration)","blogMessageLinkFontStyle":"var(--lia-default-message-link-font-style)","blogMessageLinkFontWeight":"var(--lia-default-message-link-font-weight)","tkbColor":"#2C9382","tkbFontFamily":"var(--lia-bs-font-family-base)","tkbFontWeight":"var(--lia-default-message-font-weight)","tkbLineHeight":"1.75","tkbFontStyle":"var(--lia-default-message-font-style)","tkbMessageLinkColor":"var(--lia-default-message-link-color)","tkbMessageLinkDecoration":"var(--lia-default-message-link-decoration)","tkbMessageLinkFontStyle":"var(--lia-default-message-link-font-style)","tkbMessageLinkFontWeight":"var(--lia-default-message-link-font-weight)","qandaColor":"#4099E2","qandaFontFamily":"var(--lia-bs-font-family-base)","qandaFontWeight":"var(--lia-default-message-font-weight)","qandaLineHeight":"var(--lia-bs-line-height-base)","qandaFontStyle":"var(--lia-default-message-link-font-style)","qandaMessageLinkColor":"var(--lia-default-message-link-color)","qandaMessageLinkDecoration":"var(--lia-default-message-link-decoration)","qandaMessageLinkFontStyle":"var(--lia-default-message-link-font-style)","qandaMessageLinkFontWeight":"var(--lia-default-message-link-font-weight)","qandaSolvedColor":"#3FA023","ideaColor":"#FF8000","ideaFontFamily":"var(--lia-bs-font-family-base)","ideaFontWeight":"var(--lia-default-message-font-weight)","ideaLineHeight":"var(--lia-bs-line-height-base)","ideaFontStyle":"var(--lia-default-message-font-style)","ideaMessageLinkColor":"var(--lia-default-message-link-color)","ideaMessageLinkDecoration":"var(--lia-default-message-link-decoration)","ideaMessageLinkFontStyle":"var(--lia-default-message-link-font-style)","ideaMessageLinkFontWeight":"var(--lia-default-message-link-font-weight)","contestColor":"#FCC845","contestFontFamily":"var(--lia-bs-font-family-base)","contestFontWeight":"var(--lia-default-message-font-weight)","contestLineHeight":"var(--lia-bs-line-height-base)","contestFontStyle":"var(--lia-default-message-link-font-style)","contestMessageLinkColor":"var(--lia-default-message-link-color)","contestMessageLinkDecoration":"var(--lia-default-message-link-decoration)","contestMessageLinkFontStyle":"ITALIC","contestMessageLinkFontWeight":"var(--lia-default-message-link-font-weight)","occasionColor":"#D13A1F","occasionFontFamily":"var(--lia-bs-font-family-base)","occasionFontWeight":"var(--lia-default-message-font-weight)","occasionLineHeight":"var(--lia-bs-line-height-base)","occasionFontStyle":"var(--lia-default-message-font-style)","occasionMessageLinkColor":"var(--lia-default-message-link-color)","occasionMessageLinkDecoration":"var(--lia-default-message-link-decoration)","occasionMessageLinkFontStyle":"var(--lia-default-message-link-font-style)","occasionMessageLinkFontWeight":"var(--lia-default-message-link-font-weight)","grouphubColor":"#F25E30","categoryColor":"#949494","communityColor":"#FFFFFF","productColor":"#949494","__typename":"CoreTypesThemeSettings"},"colors":{"black":"#000000","white":"#FFFFFF","gray100":"#F7F7F7","gray200":"#F7F7F7","gray300":"#E8E8E8","gray400":"#D9D9D9","gray500":"#CCCCCC","gray600":"#949494","gray700":"#707070","gray800":"#545454","gray900":"#333333","dark":"#545454","light":"#F7F7F7","primary":"#10503C","secondary":"#333333","bodyText":"#000000","bodyBg":"#FFFFFF","info":"#17A2B8","success":"#28A745","warning":"#FFC107","danger":"#B50000","alertSystem":"#FF6600","textMuted":"#707070","highlight":"#FFFCAD","outline":"var(--lia-bs-primary)","custom":["#2C9382","#F25E30","#1DD1E0","#F2B203","#FFABA2","#363432","#E6EEEB","#AAA9A8"],"__typename":"ColorsThemeSettings"},"divider":{"size":"3px","marginLeft":"4px","marginRight":"4px","borderRadius":"50%","bgColor":"var(--lia-bs-gray-600)","bgColorActive":"var(--lia-bs-gray-600)","__typename":"DividerThemeSettings"},"dropdown":{"fontSize":"var(--lia-bs-font-size-sm)","borderColor":"var(--lia-bs-border-color)","borderRadius":"var(--lia-bs-border-radius-sm)","dividerBg":"var(--lia-bs-gray-300)","itemPaddingY":"5px","itemPaddingX":"20px","headerColor":"var(--lia-bs-gray-700)","__typename":"DropdownThemeSettings"},"email":{"link":{"color":"#0069D4","hoverColor":"#0061c2","decoration":"none","hoverDecoration":"underline","__typename":"EmailLinkSettings"},"border":{"color":"#e4e4e4","__typename":"EmailBorderSettings"},"buttons":{"borderRadiusLg":"5px","paddingXLg":"16px","paddingYLg":"7px","fontWeight":"700","primaryTextColor":"#ffffff","primaryTextHoverColor":"#ffffff","primaryBgColor":"#0069D4","primaryBgHoverColor":"#005cb8","primaryBorder":"1px solid transparent","primaryBorderHover":"1px solid transparent","__typename":"EmailButtonsSettings"},"panel":{"borderRadius":"5px","borderColor":"#e4e4e4","__typename":"EmailPanelSettings"},"__typename":"EmailThemeSettings"},"emoji":{"skinToneDefault":"#ffcd43","skinToneLight":"#fae3c5","skinToneMediumLight":"#e2cfa5","skinToneMedium":"#daa478","skinToneMediumDark":"#a78058","skinToneDark":"#5e4d43","__typename":"EmojiThemeSettings"},"heading":{"color":"var(--lia-bs-body-color)","fontFamily":"Tinos","fontStyle":"NORMAL","fontWeight":"700","h1FontSize":"56px","h2FontSize":"48px","h3FontSize":"36px","h4FontSize":"32px","h5FontSize":"24px","h6FontSize":"24px","lineHeight":"1.2","subHeaderFontSize":"14px","subHeaderFontWeight":"500","h1LetterSpacing":"normal","h2LetterSpacing":"normal","h3LetterSpacing":"normal","h4LetterSpacing":"normal","h5LetterSpacing":"normal","h6LetterSpacing":"normal","subHeaderLetterSpacing":"2px","h1FontWeight":"var(--lia-bs-headings-font-weight)","h2FontWeight":"var(--lia-bs-headings-font-weight)","h3FontWeight":"var(--lia-bs-headings-font-weight)","h4FontWeight":"var(--lia-bs-headings-font-weight)","h5FontWeight":"var(--lia-bs-headings-font-weight)","h6FontWeight":"var(--lia-bs-headings-font-weight)","__typename":"HeadingThemeSettings"},"icons":{"size10":"10px","size12":"12px","size14":"14px","size16":"16px","size20":"20px","size24":"24px","size30":"30px","size40":"40px","size50":"50px","size60":"60px","size80":"80px","size120":"120px","size160":"160px","__typename":"IconsThemeSettings"},"imagePreview":{"bgColor":"var(--lia-bs-gray-900)","titleColor":"var(--lia-bs-white)","controlColor":"var(--lia-bs-white)","controlBgColor":"var(--lia-bs-gray-800)","__typename":"ImagePreviewThemeSettings"},"input":{"borderColor":"var(--lia-bs-gray-600)","disabledColor":"var(--lia-bs-gray-600)","focusBorderColor":"var(--lia-bs-primary)","labelMarginBottom":"10px","btnFontSize":"var(--lia-bs-font-size-sm)","focusBoxShadow":"0 0 0 3px hsla(var(--lia-bs-primary-h), var(--lia-bs-primary-s), var(--lia-bs-primary-l), 0.2)","checkLabelMarginBottom":"2px","checkboxBorderRadius":"3px","borderRadiusSm":"var(--lia-bs-border-radius-sm)","borderRadius":"var(--lia-bs-border-radius)","borderRadiusLg":"var(--lia-bs-border-radius-lg)","formTextMarginTop":"4px","textAreaBorderRadius":"var(--lia-bs-border-radius)","activeFillColor":"var(--lia-bs-primary)","__typename":"InputThemeSettings"},"loading":{"dotDarkColor":"hsla(var(--lia-bs-black-h), var(--lia-bs-black-s), var(--lia-bs-black-l), 0.2)","dotLightColor":"hsla(var(--lia-bs-white-h), var(--lia-bs-white-s), var(--lia-bs-white-l), 0.5)","barDarkColor":"hsla(var(--lia-bs-black-h), var(--lia-bs-black-s), var(--lia-bs-black-l), 0.06)","barLightColor":"hsla(var(--lia-bs-white-h), var(--lia-bs-white-s), var(--lia-bs-white-l), 0.4)","__typename":"LoadingThemeSettings"},"link":{"color":"var(--lia-bs-primary)","hoverColor":"hsl(var(--lia-bs-primary-h), var(--lia-bs-primary-s), calc(var(--lia-bs-primary-l) - 10%))","decoration":"none","hoverDecoration":"underline","__typename":"LinkThemeSettings"},"listGroup":{"itemPaddingY":"15px","itemPaddingX":"15px","borderColor":"var(--lia-bs-gray-300)","__typename":"ListGroupThemeSettings"},"modal":{"contentTextColor":"var(--lia-bs-body-color)","contentBg":"var(--lia-bs-white)","backgroundBg":"var(--lia-bs-black)","smSize":"440px","mdSize":"760px","lgSize":"1080px","backdropOpacity":0.3,"contentBoxShadowXs":"var(--lia-bs-box-shadow-sm)","contentBoxShadow":"var(--lia-bs-box-shadow)","headerFontWeight":"700","__typename":"ModalThemeSettings"},"navbar":{"position":"FIXED","background":{"attachment":null,"clip":null,"color":"var(--lia-bs-white)","imageAssetName":null,"imageLastModified":"0","origin":null,"position":"CENTER_CENTER","repeat":"NO_REPEAT","size":"COVER","__typename":"BackgroundProps"},"backgroundOpacity":0.8,"paddingTop":"15px","paddingBottom":"15px","borderBottom":"1px solid var(--lia-bs-border-color)","boxShadow":"var(--lia-bs-box-shadow-sm)","brandMarginRight":"30px","brandMarginRightSm":"10px","brandLogoHeight":"30px","linkGap":"10px","linkJustifyContent":"flex-start","linkPaddingY":"5px","linkPaddingX":"10px","linkDropdownPaddingY":"9px","linkDropdownPaddingX":"var(--lia-nav-link-px)","linkColor":"var(--lia-bs-body-color)","linkHoverColor":"var(--lia-bs-primary)","linkFontSize":"var(--lia-bs-font-size-sm)","linkFontStyle":"NORMAL","linkFontWeight":"400","linkTextTransform":"NONE","linkLetterSpacing":"normal","linkBorderRadius":"var(--lia-bs-border-radius-sm)","linkBgColor":"transparent","linkBgHoverColor":"transparent","linkBorder":"none","linkBorderHover":"none","linkBoxShadow":"none","linkBoxShadowHover":"none","linkTextBorderBottom":"none","linkTextBorderBottomHover":"none","dropdownPaddingTop":"10px","dropdownPaddingBottom":"15px","dropdownPaddingX":"10px","dropdownMenuOffset":"2px","dropdownDividerMarginTop":"10px","dropdownDividerMarginBottom":"10px","dropdownBorderColor":"hsla(var(--lia-bs-black-h), var(--lia-bs-black-s), var(--lia-bs-black-l), 0.08)","controllerBgHoverColor":"hsla(var(--lia-bs-black-h), var(--lia-bs-black-s), var(--lia-bs-black-l), 0.1)","controllerIconColor":"var(--lia-bs-body-color)","controllerIconHoverColor":"var(--lia-bs-body-color)","controllerTextColor":"var(--lia-nav-controller-icon-color)","controllerTextHoverColor":"var(--lia-nav-controller-icon-hover-color)","controllerHighlightColor":"hsla(30, 100%, 50%)","controllerHighlightTextColor":"var(--lia-yiq-light)","controllerBorderRadius":"var(--lia-border-radius-50)","hamburgerColor":"var(--lia-nav-controller-icon-color)","hamburgerHoverColor":"var(--lia-nav-controller-icon-color)","hamburgerBgColor":"transparent","hamburgerBgHoverColor":"transparent","hamburgerBorder":"none","hamburgerBorderHover":"none","collapseMenuMarginLeft":"20px","collapseMenuDividerBg":"var(--lia-nav-link-color)","collapseMenuDividerOpacity":0.16,"__typename":"NavbarThemeSettings"},"pager":{"textColor":"var(--lia-bs-link-color)","textFontWeight":"var(--lia-font-weight-md)","textFontSize":"var(--lia-bs-font-size-sm)","__typename":"PagerThemeSettings"},"panel":{"bgColor":"var(--lia-bs-white)","borderRadius":"var(--lia-bs-border-radius)","borderColor":"var(--lia-bs-border-color)","boxShadow":"none","__typename":"PanelThemeSettings"},"popover":{"arrowHeight":"8px","arrowWidth":"16px","maxWidth":"300px","minWidth":"100px","headerBg":"var(--lia-bs-white)","borderColor":"var(--lia-bs-border-color)","borderRadius":"var(--lia-bs-border-radius)","boxShadow":"0 0.5rem 1rem hsla(var(--lia-bs-black-h), var(--lia-bs-black-s), var(--lia-bs-black-l), 0.15)","__typename":"PopoverThemeSettings"},"prism":{"color":"#000000","bgColor":"#f5f2f0","fontFamily":"var(--font-family-monospace)","fontSize":"var(--lia-bs-font-size-base)","fontWeightBold":"var(--lia-bs-font-weight-bold)","fontStyleItalic":"italic","tabSize":2,"highlightColor":"#b3d4fc","commentColor":"#62707e","punctuationColor":"#6f6f6f","namespaceOpacity":"0.7","propColor":"#990055","selectorColor":"#517a00","operatorColor":"#906736","operatorBgColor":"hsla(0, 0%, 100%, 0.5)","keywordColor":"#0076a9","functionColor":"#d3284b","variableColor":"#c14700","__typename":"PrismThemeSettings"},"rte":{"bgColor":"var(--lia-bs-white)","borderRadius":"var(--lia-panel-border-radius)","boxShadow":" var(--lia-panel-box-shadow)","customColor1":"#bfedd2","customColor2":"#fbeeb8","customColor3":"#f8cac6","customColor4":"#eccafa","customColor5":"#c2e0f4","customColor6":"#2dc26b","customColor7":"#f1c40f","customColor8":"#e03e2d","customColor9":"#b96ad9","customColor10":"#3598db","customColor11":"#169179","customColor12":"#e67e23","customColor13":"#ba372a","customColor14":"#843fa1","customColor15":"#236fa1","customColor16":"#ecf0f1","customColor17":"#ced4d9","customColor18":"#95a5a6","customColor19":"#7e8c8d","customColor20":"#34495e","customColor21":"#000000","customColor22":"#ffffff","defaultMessageHeaderMarginTop":"40px","defaultMessageHeaderMarginBottom":"10px","defaultMessageItemMarginTop":"0","defaultMessageItemMarginBottom":"30px","diffAddedColor":"hsla(170, 53%, 51%, 0.4)","diffChangedColor":"hsla(43, 97%, 63%, 0.4)","diffNoneColor":"hsla(0, 0%, 80%, 0.4)","diffRemovedColor":"hsla(9, 74%, 47%, 0.4)","specialMessageHeaderMarginTop":"40px","specialMessageHeaderMarginBottom":"10px","specialMessageItemMarginTop":"0","specialMessageItemMarginBottom":"30px","__typename":"RteThemeSettings"},"tags":{"bgColor":"var(--lia-bs-gray-200)","bgHoverColor":"var(--lia-bs-gray-400)","borderRadius":"var(--lia-bs-border-radius-sm)","color":"var(--lia-bs-body-color)","hoverColor":"var(--lia-bs-body-color)","fontWeight":"var(--lia-font-weight-md)","fontSize":"var(--lia-font-size-xxs)","textTransform":"UPPERCASE","letterSpacing":"0.5px","__typename":"TagsThemeSettings"},"toasts":{"borderRadius":"var(--lia-bs-border-radius)","paddingX":"12px","__typename":"ToastsThemeSettings"},"typography":{"fontFamilyBase":"AvenirNext3","fontStyleBase":"NORMAL","fontWeightBase":"400","fontWeightLight":"300","fontWeightNormal":"400","fontWeightMd":"500","fontWeightBold":"700","letterSpacingSm":"normal","letterSpacingXs":"normal","lineHeightBase":"1.5","fontSizeBase":"20px","fontSizeXxs":"11px","fontSizeXs":"14px","fontSizeSm":"16px","fontSizeLg":"20px","fontSizeXl":"24px","smallFontSize":"14px","customFonts":[{"source":"SERVER","name":"AvenirNext","styles":[{"style":"NORMAL","weight":"400","__typename":"FontStyleData"},{"style":"NORMAL","weight":"500","__typename":"FontStyleData"},{"style":"NORMAL","weight":"700","__typename":"FontStyleData"}],"assetNames":["AvenirNext-normal-400.woff2","AvenirNext-normal-500.woff2","AvenirNext-normal-600.woff2","AvenirNext-normal-400.woff2","AvenirNext-normal-500.woff2","AvenirNext-normal-700.woff2"],"__typename":"CustomFont"},{"source":"SERVER","name":"AvenirNext2","styles":[{"style":"NORMAL","weight":"400","__typename":"FontStyleData"},{"style":"NORMAL","weight":"500","__typename":"FontStyleData"},{"style":"NORMAL","weight":"700","__typename":"FontStyleData"}],"assetNames":["AvenirNext2-normal-400.woff2","AvenirNext2-normal-500.woff2","AvenirNext2-normal-700.woff2"],"__typename":"CustomFont"},{"source":"SERVER","name":"AvenirNext3","styles":[{"style":"NORMAL","weight":"400","__typename":"FontStyleData"},{"style":"NORMAL","weight":"500","__typename":"FontStyleData"},{"style":"NORMAL","weight":"700","__typename":"FontStyleData"}],"assetNames":["AvenirNext3-normal-400.woff2","AvenirNext3-normal-500.woff2","AvenirNext3-normal-700.woff2"],"__typename":"CustomFont"},{"source":"GOOGLE","name":"Tinos","styles":[{"style":"NORMAL","weight":"400","__typename":"FontStyleData"},{"style":"NORMAL","weight":"700","__typename":"FontStyleData"},{"style":"ITALIC","weight":"400","__typename":"FontStyleData"}],"assetNames":["Tinos-italic-400.woff2","Tinos-normal-400.woff2","Tinos-normal-700.woff2"],"__typename":"CustomFont"}],"__typename":"TypographyThemeSettings"},"unstyledListItem":{"marginBottomSm":"5px","marginBottomMd":"10px","marginBottomLg":"15px","marginBottomXl":"20px","marginBottomXxl":"25px","__typename":"UnstyledListItemThemeSettings"},"yiq":{"light":"#ffffff","dark":"#000000","__typename":"YiqThemeSettings"},"colorLightness":{"primaryDark":0.36,"primaryLight":0.74,"primaryLighter":0.89,"primaryLightest":0.95,"infoDark":0.39,"infoLight":0.72,"infoLighter":0.85,"infoLightest":0.93,"successDark":0.24,"successLight":0.62,"successLighter":0.8,"successLightest":0.91,"warningDark":0.39,"warningLight":0.68,"warningLighter":0.84,"warningLightest":0.93,"dangerDark":0.41,"dangerLight":0.72,"dangerLighter":0.89,"dangerLightest":0.95,"__typename":"ColorLightnessThemeSettings"},"localOverride":false,"__typename":"Theme"},"localOverride":false},"CachedAsset:text:en_US-shared/client/components/common/Loading/LoadingDot-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/common/Loading/LoadingDot-1744133827557","value":{"title":"Loading..."},"localOverride":false},"CachedAsset:quilt:quickbase.prod:pages/forums/ForumMessagePage:board:quickbase-discussions-1744133827920":{"__typename":"CachedAsset","id":"quilt:quickbase.prod:pages/forums/ForumMessagePage:board:quickbase-discussions-1744133827920","value":{"id":"ForumMessagePage","container":{"id":"Common","headerProps":{"backgroundImageProps":null,"backgroundColor":null,"addComponents":null,"removeComponents":["community.widget.bannerWidget"],"componentOrder":null,"__typename":"QuiltContainerSectionProps"},"headerComponentProps":{"community.widget.breadcrumbWidget":{"disableLastCrumbForDesktop":false}},"footerProps":null,"footerComponentProps":null,"items":[{"id":"message-list","layout":"MAIN_SIDE","bgColor":null,"showTitle":null,"showDescription":null,"textPosition":null,"textColor":null,"sectionEditLevel":null,"bgImage":null,"disableSpacing":null,"edgeToEdgeDisplay":null,"fullHeight":null,"showBorder":null,"__typename":"MainSideQuiltSection","columnMap":{"main":[{"id":"messages.widget.topicWithThreadedReplyListWidget","className":"lia-topic-with-replies","props":{"editLevel":"CONFIGURE"},"__typename":"QuiltComponent"}],"side":[{"id":"messages.widget.relatedContentWidget","className":null,"props":{"hideIfEmpty":true,"enablePagination":true,"useTitle":true,"listVariant":{"type":"unstyled","props":{"listItemSpacing":"xxl"}},"instanceId":"1737477728716","pageSize":5,"style":"compact","pagerVariant":{"type":"loadMore"},"viewVariant":{"type":"inline","props":{"useRepliesCount":false,"useMedia":false,"useAuthorRank":false,"useNode":false,"useCompactSpacing":true,"boardIconSize":"24","useTimeToRead":false,"useSpoilerFreeBody":true,"useKudosCount":false,"useNodeLink":true,"useViewCount":false,"usePreviewMedia":true,"useBody":false,"timeStampType":"postTime","useTags":false,"clampSubjectLines":2,"useBoardIcon":true,"useMessageTimeLink":true,"useTextBody":true,"useSolvedBadge":false,"renderPostTimeBeforeAuthor":true,"useAvatar":false,"useAuthorLogin":true,"useVideoPreview":false}},"lazyLoad":false,"panelType":"standard"},"__typename":"QuiltComponent"}],"__typename":"MainSideSectionColumns"}}],"__typename":"QuiltContainer"},"__typename":"Quilt","localOverride":false},"localOverride":false},"CachedAsset:text:en_US-components/common/EmailVerification-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/common/EmailVerification-1744133827557","value":{"email.verification.title":"Email Verification Required","email.verification.message.update.email":"To participate in the community, you must first verify your email address. The verification email was sent to {email}. To change your email, visit My Settings.","email.verification.message.resend.email":"To participate in the community, you must first verify your email address. The verification email was sent to {email}. Resend email."},"localOverride":false},"CachedAsset:text:en_US-pages/forums/ForumMessagePage-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-pages/forums/ForumMessagePage-1744133827557","value":{"title":"{contextMessageSubject} | {communityTitle}","errorMissing":"This message cannot be found","name":"Forum Message Page","section.message-list.title":"Forum Discussion","archivedMessageTitle":"This Content Has Been Archived","section.TCmPzV.title":"Forum Discussion","section.XYHOid.title":"Forum Discussion"},"localOverride":false},"CachedAsset:quiltWrapper:quickbase.prod:Common:1744100152431":{"__typename":"CachedAsset","id":"quiltWrapper:quickbase.prod:Common:1744100152431","value":{"id":"Common","header":{"backgroundImageProps":{"assetName":"header.png","backgroundSize":"COVER","backgroundRepeat":"NO_REPEAT","backgroundPosition":"RIGHT_CENTER","lastModified":"1709066928000","__typename":"BackgroundImageProps"},"backgroundColor":"var(--lia-bs-body-bg)","items":[{"id":"community.widget.navbarWidget","props":{"showUserName":false,"showRegisterLink":true,"useIconLanguagePicker":true,"useLabelLanguagePicker":true,"links":{"sideLinks":[],"mainLinks":[{"children":[],"linkType":"INTERNAL","id":"migrated-link-0","params":{"boardId":"welcome-to-the-qrew","categoryId":"overview"},"routeName":"BlogBoardPage"},{"children":[{"linkType":"INTERNAL","id":"migrated-link-2","params":{"boardId":"quickbase-discussions","categoryId":"top"},"routeName":"ForumBoardPage"},{"linkType":"INTERNAL","id":"migrated-link-3","params":{"categoryId":"qrew-networks-"},"routeName":"CategoryPage"},{"linkType":"EXTERNAL","id":"migrated-link-4","url":"https://qrewchampions.influitive.com/forum/","target":"BLANK"}],"linkType":"INTERNAL","id":"migrated-link-1","params":{"categoryId":"qrew-networks-"},"routeName":"CategoryPage"},{"children":[{"linkType":"EXTERNAL","id":"migrated-link-6","url":"https://university.quickbase.com/","target":"BLANK"},{"linkType":"INTERNAL","id":"migrated-link-7","params":{"boardId":"getting-started","categoryId":"getting-started"},"routeName":"ForumBoardPage"},{"linkType":"EXTERNAL","id":"migrated-link-8","url":"https://www.quickbase.com/customers","target":"BLANK"},{"linkType":"EXTERNAL","id":"migrated-link-9","url":"https://www.quickbase.com/exchange","target":"BLANK"}],"linkType":"INTERNAL","id":"migrated-link-5","params":{"boardId":"quickbase-knowledge","categoryId":"learn"},"routeName":"TkbBoardPage"},{"children":[{"linkType":"EXTERNAL","id":"migrated-link-11","url":"https://helpv2.quickbase.com/hc/en-us","target":"BLANK"},{"linkType":"EXTERNAL","id":"migrated-link-13","url":"https://helpv2.quickbase.com/hc/en-us/categories/4404742594708-Release-Notes","target":"BLANK"},{"linkType":"INTERNAL","id":"migrated-link-14","params":{"boardId":"quickbase-knowledge","categoryId":"learn"},"routeName":"TkbBoardPage"},{"linkType":"EXTERNAL","id":"migrated-link-12","url":"https://team.quickbase.com/qb/support/newcase?subject=New+Case","target":"BLANK"}],"linkType":"EXTERNAL","id":"migrated-link-10","url":"https://helpv2.quickbase.com/hc/en-us","target":"BLANK"},{"children":[{"linkType":"EXTERNAL","id":"migrated-link-16","url":"https://www.quickbase.com/events","target":"BLANK"},{"linkType":"EXTERNAL","id":"migrated-link-17","url":"https://www.quickbase.com/empower","target":"BLANK"}],"linkType":"EXTERNAL","id":"migrated-link-15","url":"https://www.quickbase.com/events","target":"BLANK"},{"children":[],"linkType":"INTERNAL","id":"migrated-link-18","params":{"boardId":"the-qrew-blog-","categoryId":"blog"},"routeName":"BlogBoardPage"},{"children":[],"linkType":"INTERNAL","id":"migrated-link-19","params":{"boardId":"job-board","categoryId":"connect"},"routeName":"ForumBoardPage"}]},"className":"QuiltComponent_lia-component-edit-mode__0nCcm","style":{"boxShadow":"var(--lia-bs-box-shadow-sm)","linkFontWeight":"700","controllerHighlightColor":"#F25E30","dropdownDividerMarginBottom":"10px","hamburgerBorderHover":"none","linkFontSize":"16px","linkBoxShadowHover":"none","backgroundOpacity":1,"controllerBorderRadius":"var(--lia-border-radius-50)","hamburgerBgColor":"transparent","linkTextBorderBottom":"none","hamburgerColor":"var(--lia-nav-controller-icon-color)","brandLogoHeight":"26px","linkLetterSpacing":"normal","linkBgHoverColor":"transparent","collapseMenuDividerOpacity":0.16,"paddingBottom":"15px","dropdownPaddingBottom":"15px","dropdownMenuOffset":"2px","hamburgerBgHoverColor":"transparent","borderBottom":"1px solid var(--lia-bs-border-color)","hamburgerBorder":"none","dropdownPaddingX":"10px","brandMarginRightSm":"10px","linkBoxShadow":"none","linkJustifyContent":"flex-start","linkColor":"var(--lia-bs-body-color)","collapseMenuDividerBg":"var(--lia-nav-link-color)","dropdownPaddingTop":"10px","controllerHighlightTextColor":"var(--lia-yiq-dark)","controllerTextColor":"var(--lia-nav-controller-icon-color)","background":{"imageAssetName":"","color":"var(--lia-bs-white)","size":"COVER","repeat":"NO_REPEAT","position":"CENTER_CENTER","imageLastModified":""},"linkBorderRadius":"var(--lia-bs-border-radius-sm)","linkHoverColor":"var(--lia-bs-primary)","position":"FIXED","linkBorder":"none","linkTextBorderBottomHover":"0","brandMarginRight":"30px","hamburgerHoverColor":"var(--lia-nav-controller-icon-color)","linkBorderHover":"none","collapseMenuMarginLeft":"20px","linkFontStyle":"NORMAL","linkPaddingX":"10px","controllerTextHoverColor":"var(--lia-nav-controller-icon-hover-color)","paddingTop":"15px","linkPaddingY":"5px","linkTextTransform":"NONE","dropdownBorderColor":"hsla(var(--lia-bs-black-h), var(--lia-bs-black-s), var(--lia-bs-black-l), 0.08)","controllerBgHoverColor":"hsla(var(--lia-bs-black-h), var(--lia-bs-black-s), var(--lia-bs-black-l), 0.1)","linkDropdownPaddingX":"var(--lia-nav-link-px)","linkBgColor":"transparent","linkDropdownPaddingY":"9px","controllerIconColor":"var(--lia-bs-body-color)","dropdownDividerMarginTop":"10px","linkGap":"10px","controllerIconHoverColor":"var(--lia-bs-body-color)"},"showSearchIcon":true,"languagePickerStyle":"iconAndLabel"},"__typename":"QuiltComponent"},{"id":"community.widget.bannerWidget","props":{"backgroundColor":"transparent","visualEffects":{"showBottomBorder":false},"backgroundOpacity":50,"backgroundImageProps":{"backgroundSize":"COVER","backgroundPosition":"CENTER_CENTER","backgroundRepeat":"NO_REPEAT"},"fontColor":"var(--lia-bs-body-color)"},"__typename":"QuiltComponent"},{"id":"community.widget.breadcrumbWidget","props":{"backgroundColor":"var(--lia-bs-white)","linkHighlightColor":"#363432","visualEffects":{"showBottomBorder":true},"backgroundOpacity":100,"linkTextColor":"#363432"},"__typename":"QuiltComponent"}],"__typename":"QuiltWrapperSection"},"footer":{"backgroundImageProps":{"assetName":null,"backgroundSize":"COVER","backgroundRepeat":"NO_REPEAT","backgroundPosition":"CENTER_CENTER","lastModified":null,"__typename":"BackgroundImageProps"},"backgroundColor":"transparent","items":[{"id":"community.widget.footerWidget","props":null,"__typename":"QuiltComponent"},{"id":"custom.widget.Custom_Footer","props":{"customComponentId":"custom.widget.Custom_Footer"},"__typename":"QuiltComponent"},{"id":"custom.widget.Custom_Footer_Scripts","props":{"widgetVisibility":"signedInOrAnonymous","useTitle":true,"useBackground":false,"title":"","lazyLoad":false},"__typename":"QuiltComponent"}],"__typename":"QuiltWrapperSection"},"__typename":"QuiltWrapper","localOverride":false},"localOverride":false},"CachedAsset:text:en_US-components/common/ActionFeedback-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/common/ActionFeedback-1744133827557","value":{"joinedGroupHub.title":"Welcome","joinedGroupHub.message":"You are now a member of this group and are subscribed to updates.","groupHubInviteNotFound.title":"Invitation Not Found","groupHubInviteNotFound.message":"Sorry, we could not find your invitation to the group. The owner may have canceled the invite.","groupHubNotFound.title":"Group Not Found","groupHubNotFound.message":"The grouphub you tried to join does not exist. It may have been deleted.","existingGroupHubMember.title":"Already Joined","existingGroupHubMember.message":"You are already a member of this group.","accountLocked.title":"Account Locked","accountLocked.message":"Your account has been locked due to multiple failed attempts. Try again in {lockoutTime} minutes.","editedGroupHub.title":"Changes Saved","editedGroupHub.message":"Your group has been updated.","leftGroupHub.title":"Goodbye","leftGroupHub.message":"You are no longer a member of this group and will not receive future updates.","deletedGroupHub.title":"Deleted","deletedGroupHub.message":"The group has been deleted.","groupHubCreated.title":"Group Created","groupHubCreated.message":"{groupHubName} is ready to use","accountClosed.title":"Account Closed","accountClosed.message":"The account has been closed and you will now be redirected to the homepage","resetTokenExpired.title":"Reset Password Link has Expired","resetTokenExpired.message":"Try resetting your password again","invalidUrl.title":"Invalid URL","invalidUrl.message":"The URL you're using is not recognized. Verify your URL and try again.","accountClosedForUser.title":"Account Closed","accountClosedForUser.message":"{userName}'s account is closed","inviteTokenInvalid.title":"Invitation Invalid","inviteTokenInvalid.message":"Your invitation to the community has been canceled or expired.","inviteTokenError.title":"Invitation Verification Failed","inviteTokenError.message":"The url you are utilizing is not recognized. Verify your URL and try again","pageNotFound.title":"Access Denied","pageNotFound.message":"You do not have access to this area of the community or it doesn't exist","eventAttending.title":"Responded as Attending","eventAttending.message":"You'll be notified when there's new activity and reminded as the event approaches","eventInterested.title":"Responded as Interested","eventInterested.message":"You'll be notified when there's new activity and reminded as the event approaches","eventNotFound.title":"Event Not Found","eventNotFound.message":"The event you tried to respond to does not exist.","redirectToRelatedPage.title":"Showing Related Content","redirectToRelatedPageForBaseUsers.title":"Showing Related Content","redirectToRelatedPageForBaseUsers.message":"The content you are trying to access is archived","redirectToRelatedPage.message":"The content you are trying to access is archived","relatedUrl.archivalLink.flyoutMessage":"The content you are trying to access is archived View Archived Content"},"localOverride":false},"QueryVariables:TopicReplyList:message:83864:1":{"__typename":"QueryVariables","id":"TopicReplyList:message:83864:1","value":{"id":"message:83864","first":10,"sorts":{"kudosSumWeight":{"direction":"DESC","order":0},"postTime":{"direction":"ASC","order":1}},"repliesFirst":3,"repliesFirstDepthThree":1,"repliesSorts":{"kudosSumWeight":{"direction":"DESC","order":0},"postTime":{"direction":"ASC","order":1}},"useAvatar":true,"useAuthorLogin":true,"useAuthorRank":true,"useBody":true,"useKudosCount":true,"useTimeToRead":false,"useMedia":false,"useReadOnlyIcon":false,"useRepliesCount":true,"useSearchSnippet":false,"useAcceptedSolutionButton":true,"useSolvedBadge":false,"useAttachments":false,"attachmentsFirst":5,"useTags":true,"useNodeAncestors":false,"useUserHoverCard":false,"useNodeHoverCard":false,"useModerationStatus":true,"usePreviewSubjectModal":false,"useMessageStatus":true}},"ROOT_MUTATION":{"__typename":"Mutation"},"CachedAsset:component:custom.widget.Custom_Footer-en-us-1744100235503":{"__typename":"CachedAsset","id":"component:custom.widget.Custom_Footer-en-us-1744100235503","value":{"component":{"id":"custom.widget.Custom_Footer","template":{"id":"Custom_Footer","markupLanguage":"HTML","style":null,"texts":{},"defaults":{"config":{"applicablePages":[],"description":"","fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[],"__typename":"ComponentProperties"},"components":[{"id":"custom.widget.Custom_Footer","form":null,"config":null,"props":[],"__typename":"Component"}],"grouping":"TEXTHTML","__typename":"ComponentTemplate"},"properties":{"config":{"applicablePages":[],"description":"","fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[],"__typename":"ComponentProperties"},"form":null,"__typename":"Component","localOverride":false},"globalCss":null,"form":null},"localOverride":false},"CachedAsset:component:custom.widget.Custom_Footer_Scripts-en-us-1744100235503":{"__typename":"CachedAsset","id":"component:custom.widget.Custom_Footer_Scripts-en-us-1744100235503","value":{"component":{"id":"custom.widget.Custom_Footer_Scripts","template":{"id":"Custom_Footer_Scripts","markupLanguage":"HANDLEBARS","style":null,"texts":{},"defaults":{"config":{"applicablePages":[],"description":"","fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[],"__typename":"ComponentProperties"},"components":[{"id":"custom.widget.Custom_Footer_Scripts","form":null,"config":null,"props":[],"__typename":"Component"}],"grouping":"CUSTOM","__typename":"ComponentTemplate"},"properties":{"config":{"applicablePages":[],"description":"","fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[],"__typename":"ComponentProperties"},"form":null,"__typename":"Component","localOverride":false},"globalCss":null,"form":null},"localOverride":false},"CachedAsset:text:en_US-components/community/Breadcrumb-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/community/Breadcrumb-1744133827557","value":{"navLabel":"Breadcrumbs","dropdown":"Additional parent page navigation"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageBanner-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageBanner-1744133827557","value":{"messageMarkedAsSpam":"This post has been marked as spam","messageMarkedAsSpam@board:TKB":"This article has been marked as spam","messageMarkedAsSpam@board:BLOG":"This post has been marked as spam","messageMarkedAsSpam@board:FORUM":"This discussion has been marked as spam","messageMarkedAsSpam@board:OCCASION":"This event has been marked as spam","messageMarkedAsSpam@board:IDEA":"This idea has been marked as spam","manageSpam":"Manage Spam","messageMarkedAsAbuse":"This post has been marked as abuse","messageMarkedAsAbuse@board:TKB":"This article has been marked as abuse","messageMarkedAsAbuse@board:BLOG":"This post has been marked as abuse","messageMarkedAsAbuse@board:FORUM":"This discussion has been marked as abuse","messageMarkedAsAbuse@board:OCCASION":"This event has been marked as abuse","messageMarkedAsAbuse@board:IDEA":"This idea has been marked as abuse","preModCommentAuthorText":"This comment will be published as soon as it is approved","preModCommentModeratorText":"This comment is awaiting moderation","messageMarkedAsOther":"This post has been rejected due to other reasons","messageMarkedAsOther@board:TKB":"This article has been rejected due to other reasons","messageMarkedAsOther@board:BLOG":"This post has been rejected due to other reasons","messageMarkedAsOther@board:FORUM":"This discussion has been rejected due to other reasons","messageMarkedAsOther@board:OCCASION":"This event has been rejected due to other reasons","messageMarkedAsOther@board:IDEA":"This idea has been rejected due to other reasons","messageArchived":"This post was archived on {date}","relatedUrl":"View Related Content","relatedContentText":"Showing related content","archivedContentLink":"View Archived Content"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageView/MessageViewStandard-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageView/MessageViewStandard-1744133827557","value":{"anonymous":"Anonymous","author":"{messageAuthorLogin}","authorBy":"{messageAuthorLogin}","board":"{messageBoardTitle}","replyToUser":" to {parentAuthor}","showMoreReplies":"Show More","replyText":"Reply","repliesText":"Replies","markedAsSolved":"Marked as Solution","movedMessagePlaceholder.BLOG":"{count, plural, =0 {This comment has been} other {These comments have been} }","movedMessagePlaceholder.TKB":"{count, plural, =0 {This comment has been} other {These comments have been} }","movedMessagePlaceholder.FORUM":"{count, plural, =0 {This reply has been} other {These replies have been} }","movedMessagePlaceholder.IDEA":"{count, plural, =0 {This comment has been} other {These comments have been} }","movedMessagePlaceholder.OCCASION":"{count, plural, =0 {This comment has been} other {These comments have been} }","movedMessagePlaceholderUrlText":"moved.","messageStatus":"Status: ","statusChanged":"Status changed: {previousStatus} to {currentStatus}","statusAdded":"Status added: {status}","statusRemoved":"Status removed: {status}","labelExpand":"expand replies","labelCollapse":"collapse replies","unhelpfulReason.reason1":"Content is outdated","unhelpfulReason.reason2":"Article is missing information","unhelpfulReason.reason3":"Content is for a different Product","unhelpfulReason.reason4":"Doesn't match what I was searching for"},"localOverride":false},"CachedAsset:text:en_US-components/messages/ThreadedReplyList-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/messages/ThreadedReplyList-1744133827557","value":{"title":"{count, plural, one{# Reply} other{# Replies}}","title@board:BLOG":"{count, plural, one{# Comment} other{# Comments}}","title@board:TKB":"{count, plural, one{# Comment} other{# Comments}}","title@board:IDEA":"{count, plural, one{# Comment} other{# Comments}}","title@board:OCCASION":"{count, plural, one{# Comment} other{# Comments}}","noRepliesTitle":"No Replies","noRepliesTitle@board:BLOG":"No Comments","noRepliesTitle@board:TKB":"No Comments","noRepliesTitle@board:IDEA":"No Comments","noRepliesTitle@board:OCCASION":"No Comments","noRepliesDescription":"Be the first to reply","noRepliesDescription@board:BLOG":"Be the first to comment","noRepliesDescription@board:TKB":"Be the first to comment","noRepliesDescription@board:IDEA":"Be the first to comment","noRepliesDescription@board:OCCASION":"Be the first to comment","messageReadOnlyAlert:BLOG":"Comments have been turned off for this post","messageReadOnlyAlert:TKB":"Comments have been turned off for this article","messageReadOnlyAlert:IDEA":"Comments have been turned off for this idea","messageReadOnlyAlert:FORUM":"Replies have been turned off for this discussion","messageReadOnlyAlert:OCCASION":"Comments have been turned off for this event"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageReplyCallToAction-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageReplyCallToAction-1744133827557","value":{"leaveReply":"Leave a reply...","leaveReply@board:BLOG@message:root":"Leave a comment...","leaveReply@board:TKB@message:root":"Leave a comment...","leaveReply@board:IDEA@message:root":"Leave a comment...","leaveReply@board:OCCASION@message:root":"Leave a comment...","repliesTurnedOff.FORUM":"Replies are turned off for this topic","repliesTurnedOff.BLOG":"Comments are turned off for this topic","repliesTurnedOff.TKB":"Comments are turned off for this topic","repliesTurnedOff.IDEA":"Comments are turned off for this topic","repliesTurnedOff.OCCASION":"Comments are turned off for this topic","infoText":"Stop poking me!"},"localOverride":false},"CachedAsset:text:en_US-components/messages/RelatedContentWidget-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/messages/RelatedContentWidget-1744133827557","value":{"title":"Related Content","emptyDescription":"No content to show"},"localOverride":false},"CachedAsset:text:en_US-components/community/FooterWidget-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/community/FooterWidget-1744133827557","value":{"homeLink":"Community Home","topOfPage":"Top of Page","buildHash":"Build Hash:","buildNumber":"Build Number:","buildTime":"Build Time:","privacyPolicy":"Privacy Policy","helpLink":"Help"},"localOverride":false},"Category:category:qrew-networks-":{"__typename":"Category","id":"category:qrew-networks-","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Forum:board:job-board":{"__typename":"Forum","id":"board:job-board","forumPolicies":{"__typename":"ForumPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}},"boardPolicies":{"__typename":"BoardPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Tkb:board:quickbase-knowledge":{"__typename":"Tkb","id":"board:quickbase-knowledge","tkbPolicies":{"__typename":"TkbPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}},"boardPolicies":{"__typename":"BoardPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}},"entityType":"TKB","displayId":"quickbase-knowledge","nodeType":"board","depth":2,"conversationStyle":"TKB","title":"Qrew Tips - The Qrew Knowledge Base","shortTitle":"Qrew Tips - The Qrew Knowledge Base","parent":{"__ref":"Category:category:learn"},"userContext":{"__typename":"NodeUserContext","canAddAttachments":true,"canUpdateNode":false,"canPostMessages":false,"isSubscribed":false},"avatar":{"__ref":"AssociatedImage:{\"url\":\"https://community.quickbase.com/t5/s/kqufx49752/images/bi02OS1tWUNKM2I?image-coordinates=89%2C0%2C510%2C420\"}"},"description":"Qrew tips and more","eventPath":"category:learn/community:kqufx49752board:quickbase-knowledge/"},"Forum:board:getting-started":{"__typename":"Forum","id":"board:getting-started","forumPolicies":{"__typename":"ForumPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}},"boardPolicies":{"__typename":"BoardPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Blog:board:the-qrew-blog-":{"__typename":"Blog","id":"board:the-qrew-blog-","blogPolicies":{"__typename":"BlogPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}},"boardPolicies":{"__typename":"BoardPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Rank:rank:2":{"__typename":"Rank","id":"rank:2","position":2,"name":"Community Manager","color":"333333","icon":null,"rankStyle":"TEXT"},"User:user:3":{"__typename":"User","id":"user:3","uid":3,"login":"ben_simon","biography":null,"registrationData":{"__typename":"RegistrationData","status":null,"registrationTime":"2024-03-26T08:37:46.603-07:00","confirmEmailStatus":null,"registrationAccessLevel":null,"ssoRegistrationFields":[]},"deleted":false,"email":"","avatar":{"__typename":"UserAvatar","url":"https://community.quickbase.com/t5/s/kqufx49752/images/dS0zLVNETXlVWA?image-coordinates=0%2C0%2C800%2C800"},"rank":{"__ref":"Rank:rank:2"},"messagesCount":230,"kudosGivenCount":114,"kudosReceivedCount":121,"kudosWeight":1,"ssoId":null,"followersCount":null,"solutionsCount":3,"entityType":"USER","eventPath":"community:kqufx49752/user:3"},"Category:category:learn":{"__typename":"Category","id":"category:learn","entityType":"CATEGORY","displayId":"learn","nodeType":"category","depth":1,"title":"Learn","shortTitle":"Learn"},"AssociatedImage:{\"url\":\"https://community.quickbase.com/t5/s/kqufx49752/images/bi02OS1tWUNKM2I?image-coordinates=89%2C0%2C510%2C420\"}":{"__typename":"AssociatedImage","url":"https://community.quickbase.com/t5/s/kqufx49752/images/bi02OS1tWUNKM2I?image-coordinates=89%2C0%2C510%2C420","mimeType":"image/png"},"TkbTopicMessage:message:89187":{"__typename":"TkbTopicMessage","uid":89187,"subject":"Three Words of Advice on Pipelines","id":"message:89187","revisionNum":1,"repliesCount":0,"author":{"__ref":"User:user:3"},"depth":0,"hasGivenKudo":false,"helpful":null,"board":{"__ref":"Tkb:board:quickbase-knowledge"},"conversation":{"__ref":"Conversation:conversation:89187"},"contentWorkflow":{"__typename":"ContentWorkflow","state":"PUBLISH","scheduledPublishTime":null,"scheduledTimezone":null,"shortScheduledTimezone":null,"userContext":{"__typename":"MessageWorkflowContext","canSubmitForReview":null,"canEdit":false,"canRecall":null,"canSubmitForPublication":null,"canReturnToAuthor":null,"canPublish":null,"canReturnToReview":null,"canSchedule":false}},"moderationData":{"__ref":"ModerationData:moderation_data:89187"},"teaser@stripHtml({\"removeProcessingText\":false,\"truncateLength\":200})":"","postTime":"2024-11-26T06:51:55.604-08:00","lastPublishTime":"2024-11-26T06:51:55.604-08:00","readOnly":false,"introduction":"","metrics":{"__typename":"MessageMetrics","views":231},"placeholder":false,"originalMessageForPlaceholder":null,"entityType":"TKB_ARTICLE","eventPath":"category:learn/community:kqufx49752board:quickbase-knowledge/message:89187"},"Conversation:conversation:89187":{"__typename":"Conversation","id":"conversation:89187","solved":false,"topic":{"__ref":"TkbTopicMessage:message:89187"},"lastPostingActivityTime":"2024-11-26T06:51:55.604-08:00","lastPostTime":"2024-11-26T06:51:55.604-08:00"},"ModerationData:moderation_data:89187":{"__typename":"ModerationData","id":"moderation_data:89187","status":"APPROVED","rejectReason":null},"RelatedContentMessage:RelatedContentMessage:89187":{"__typename":"RelatedContentMessage","id":"RelatedContentMessage:89187","relatedMessage":{"__ref":"TkbTopicMessage:message:89187"}},"TkbTopicMessage:message:89723":{"__typename":"TkbTopicMessage","uid":89723,"subject":"Three Words of Advice on Building Pipelines - Brittany Scheid","id":"message:89723","revisionNum":1,"repliesCount":0,"author":{"__ref":"User:user:3"},"depth":0,"hasGivenKudo":false,"helpful":null,"board":{"__ref":"Tkb:board:quickbase-knowledge"},"conversation":{"__ref":"Conversation:conversation:89723"},"contentWorkflow":{"__typename":"ContentWorkflow","state":"PUBLISH","scheduledPublishTime":null,"scheduledTimezone":null,"shortScheduledTimezone":null,"userContext":{"__typename":"MessageWorkflowContext","canSubmitForReview":null,"canEdit":false,"canRecall":null,"canSubmitForPublication":null,"canReturnToAuthor":null,"canPublish":null,"canReturnToReview":null,"canSchedule":false}},"moderationData":{"__ref":"ModerationData:moderation_data:89723"},"teaser@stripHtml({\"removeProcessingText\":false,\"truncateLength\":200})":"","postTime":"2025-02-17T06:00:00.045-08:00","lastPublishTime":"2025-02-17T06:00:00.045-08:00","readOnly":false,"introduction":"","metrics":{"__typename":"MessageMetrics","views":126},"placeholder":false,"originalMessageForPlaceholder":null,"entityType":"TKB_ARTICLE","eventPath":"category:learn/community:kqufx49752board:quickbase-knowledge/message:89723"},"Conversation:conversation:89723":{"__typename":"Conversation","id":"conversation:89723","solved":false,"topic":{"__ref":"TkbTopicMessage:message:89723"},"lastPostingActivityTime":"2025-02-17T06:00:00.045-08:00","lastPostTime":"2025-02-17T06:00:00.045-08:00"},"ModerationData:moderation_data:89723":{"__typename":"ModerationData","id":"moderation_data:89723","status":"APPROVED","rejectReason":null},"RelatedContentMessage:RelatedContentMessage:89723":{"__typename":"RelatedContentMessage","id":"RelatedContentMessage:89723","relatedMessage":{"__ref":"TkbTopicMessage:message:89723"}},"Rank:rank:27":{"__typename":"Rank","id":"rank:27","position":22,"name":"Qrew Member","color":"333333","icon":null,"rankStyle":"TEXT"},"User:user:15720":{"__typename":"User","id":"user:15720","uid":15720,"login":"eduardovaldes","biography":null,"registrationData":{"__typename":"RegistrationData","status":null,"registrationTime":"2019-07-16T14:22:28.000-07:00","confirmEmailStatus":null,"registrationAccessLevel":null,"ssoRegistrationFields":[]},"deleted":false,"email":"","avatar":{"__typename":"UserAvatar","url":"https://community.quickbase.com/t5/s/kqufx49752/m_assets/avatars/default/avatar-5.svg?time=0"},"rank":{"__ref":"Rank:rank:27"},"messagesCount":16,"kudosGivenCount":0,"kudosReceivedCount":0,"kudosWeight":1,"ssoId":null,"followersCount":null,"solutionsCount":0,"entityType":"USER","eventPath":"community:kqufx49752/user:15720"},"AssociatedImage:{\"url\":\"https://community.quickbase.com/t5/s/kqufx49752/images/bi02NC04b1IweFI?image-coordinates=89%2C0%2C510%2C420\"}":{"__typename":"AssociatedImage","url":"https://community.quickbase.com/t5/s/kqufx49752/images/bi02NC04b1IweFI?image-coordinates=89%2C0%2C510%2C420","mimeType":"image/png"},"ForumTopicMessage:message:19517":{"__typename":"ForumTopicMessage","uid":19517,"subject":"Quickbase api in pipeline","id":"message:19517","revisionNum":1,"repliesCount":2,"author":{"__ref":"User:user:15720"},"depth":0,"hasGivenKudo":false,"board":{"__ref":"Forum:board:quickbase-discussions"},"conversation":{"__ref":"Conversation:conversation:19517"},"moderationData":{"__ref":"ModerationData:moderation_data:19517"},"postTime":"2023-07-06T10:15:00.000-07:00","lastPublishTime":"2023-07-06T10:15:00.000-07:00","readOnly":false,"metrics":{"__typename":"MessageMetrics","views":134},"placeholder":false,"originalMessageForPlaceholder":null,"isEscalated":null,"entityType":"FORUM_TOPIC","eventPath":"category:connect/community:kqufx49752board:quickbase-discussions/message:19517"},"Conversation:conversation:19517":{"__typename":"Conversation","id":"conversation:19517","solved":true,"topic":{"__ref":"ForumTopicMessage:message:19517"},"lastPostingActivityTime":"2023-07-06T11:07:00.000-07:00","lastPostTime":"2023-07-06T11:07:00.000-07:00"},"ModerationData:moderation_data:19517":{"__typename":"ModerationData","id":"moderation_data:19517","status":"APPROVED","rejectReason":null},"RelatedContentMessage:RelatedContentMessage:19517":{"__typename":"RelatedContentMessage","id":"RelatedContentMessage:19517","relatedMessage":{"__ref":"ForumTopicMessage:message:19517"}},"User:user:47541":{"__typename":"User","id":"user:47541","uid":47541,"login":"EdH","biography":null,"registrationData":{"__typename":"RegistrationData","status":null,"registrationTime":"2024-10-22T13:43:56.960-07:00","confirmEmailStatus":null,"registrationAccessLevel":null,"ssoRegistrationFields":[]},"deleted":false,"email":"","avatar":{"__typename":"UserAvatar","url":"https://community.quickbase.com/t5/s/kqufx49752/m_assets/avatars/default/avatar-2.svg?time=0"},"rank":{"__ref":"Rank:rank:27"},"messagesCount":2,"kudosGivenCount":0,"kudosReceivedCount":1,"kudosWeight":1,"ssoId":null,"followersCount":null,"solutionsCount":0,"entityType":"USER","eventPath":"community:kqufx49752/user:47541"},"ForumTopicMessage:message:88782":{"__typename":"ForumTopicMessage","uid":88782,"subject":"QuickBase Scripts","id":"message:88782","revisionNum":1,"repliesCount":3,"author":{"__ref":"User:user:47541"},"depth":0,"hasGivenKudo":false,"board":{"__ref":"Forum:board:quickbase-discussions"},"conversation":{"__ref":"Conversation:conversation:88782"},"moderationData":{"__ref":"ModerationData:moderation_data:88782"},"postTime":"2024-10-22T13:57:19.374-07:00","lastPublishTime":"2024-10-22T13:57:19.374-07:00","readOnly":false,"metrics":{"__typename":"MessageMetrics","views":159},"placeholder":false,"originalMessageForPlaceholder":null,"isEscalated":null,"entityType":"FORUM_TOPIC","eventPath":"category:connect/community:kqufx49752board:quickbase-discussions/message:88782"},"Conversation:conversation:88782":{"__typename":"Conversation","id":"conversation:88782","solved":true,"topic":{"__ref":"ForumTopicMessage:message:88782"},"lastPostingActivityTime":"2024-10-23T07:54:28.064-07:00","lastPostTime":"2024-10-23T07:54:28.064-07:00"},"ModerationData:moderation_data:88782":{"__typename":"ModerationData","id":"moderation_data:88782","status":"UNMODERATED","rejectReason":null},"RelatedContentMessage:RelatedContentMessage:88782":{"__typename":"RelatedContentMessage","id":"RelatedContentMessage:88782","relatedMessage":{"__ref":"ForumTopicMessage:message:88782"}},"Rank:rank:19":{"__typename":"Rank","id":"rank:19","position":20,"name":"Qrew Cadet","color":"333333","icon":null,"rankStyle":"TEXT"},"User:user:47640":{"__typename":"User","id":"user:47640","uid":47640,"login":"bradyakers","biography":null,"registrationData":{"__typename":"RegistrationData","status":null,"registrationTime":"2024-12-02T08:09:58.293-08:00","confirmEmailStatus":null,"registrationAccessLevel":null,"ssoRegistrationFields":[]},"deleted":false,"email":"","avatar":{"__typename":"UserAvatar","url":"https://community.quickbase.com/t5/s/kqufx49752/m_assets/avatars/default/avatar-7.svg?time=0"},"rank":{"__ref":"Rank:rank:19"},"messagesCount":16,"kudosGivenCount":0,"kudosReceivedCount":0,"kudosWeight":1,"ssoId":null,"followersCount":null,"solutionsCount":1,"entityType":"USER","eventPath":"community:kqufx49752/user:47640"},"ForumTopicMessage:message:89423":{"__typename":"ForumTopicMessage","uid":89423,"subject":"Pipeline Not Triggering","id":"message:89423","revisionNum":1,"repliesCount":4,"author":{"__ref":"User:user:47640"},"depth":0,"hasGivenKudo":false,"board":{"__ref":"Forum:board:quickbase-discussions"},"conversation":{"__ref":"Conversation:conversation:89423"},"moderationData":{"__ref":"ModerationData:moderation_data:89423"},"postTime":"2024-12-26T06:44:39.056-08:00","lastPublishTime":"2024-12-26T06:44:39.056-08:00","readOnly":false,"metrics":{"__typename":"MessageMetrics","views":97},"placeholder":false,"originalMessageForPlaceholder":null,"isEscalated":null,"entityType":"FORUM_TOPIC","eventPath":"category:connect/community:kqufx49752board:quickbase-discussions/message:89423"},"Conversation:conversation:89423":{"__typename":"Conversation","id":"conversation:89423","solved":true,"topic":{"__ref":"ForumTopicMessage:message:89423"},"lastPostingActivityTime":"2024-12-27T08:41:30.009-08:00","lastPostTime":"2024-12-27T08:41:30.009-08:00"},"ModerationData:moderation_data:89423":{"__typename":"ModerationData","id":"moderation_data:89423","status":"UNMODERATED","rejectReason":null},"RelatedContentMessage:RelatedContentMessage:89423":{"__typename":"RelatedContentMessage","id":"RelatedContentMessage:89423","relatedMessage":{"__ref":"ForumTopicMessage:message:89423"}},"CachedAsset:text:en_US-components/community/Navbar-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/community/Navbar-1744133827557","value":{"community":"Community Home","inbox":"Inbox","manageContent":"Manage Content","tos":"Terms of Service","forgotPassword":"Forgot Password","themeEditor":"Theme Editor","edit":"Edit Navigation Bar","skipContent":"Skip to content","migrated-link-9":"App Exchange","migrated-link-7":"Getting Started","migrated-link-8":"Success Stories","migrated-link-1":"Connect","migrated-link-10":"Help","migrated-link-2":"Quickbase Discussions","migrated-link-11":"Quickbase Help","migrated-link-0":"Welcome","migrated-link-5":"Learn","migrated-link-6":"Quickbase University","migrated-link-3":"Qrew Groups","migrated-link-4":"Qrew Champions Program ","migrated-link-18":"Blog","migrated-link-19":"Job Board","migrated-link-16":"Qrew Events","migrated-link-17":"Empower","migrated-link-14":"Qrew Tips","migrated-link-15":"Events","migrated-link-12":"Open Support Case","migrated-link-13":"Release Notes"},"localOverride":false},"CachedAsset:text:en_US-components/community/NavbarHamburgerDropdown-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/community/NavbarHamburgerDropdown-1744133827557","value":{"hamburgerLabel":"Side Menu"},"localOverride":false},"CachedAsset:text:en_US-components/community/BrandLogo-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/community/BrandLogo-1744133827557","value":{"logoAlt":"Khoros","themeLogoAlt":"Brand Logo"},"localOverride":false},"CachedAsset:text:en_US-components/community/NavbarTextLinks-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/community/NavbarTextLinks-1744133827557","value":{"more":"More"},"localOverride":false},"CachedAsset:text:en_US-components/search/SpotlightSearchIcon-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/search/SpotlightSearchIcon-1744133827557","value":{"search":"Search"},"localOverride":false},"CachedAsset:text:en_US-components/authentication/AuthenticationLink-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/authentication/AuthenticationLink-1744133827557","value":{"title.login":"Sign In","title.registration":"Register","title.forgotPassword":"Forgot Password","title.multiAuthLogin":"Sign In"},"localOverride":false},"CachedAsset:text:en_US-components/nodes/NodeLink-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/nodes/NodeLink-1744133827557","value":{"place":"Place {name}"},"localOverride":false},"CachedAsset:text:en_US-components/messages/EscalatedMessageBanner-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/messages/EscalatedMessageBanner-1744133827557","value":{"escalationMessage":"Escalated to Salesforce by {username} on {date}","viewDetails":"View Details","modalTitle":"Case Details","escalatedBy":"Escalated by: ","escalatedOn":"Escalated on: ","caseNumber":"Case Number: ","status":"Status: ","lastUpdateDate":"Last Update: ","automaticEscalation":"automatic escalation","anonymous":"Anonymous"},"localOverride":false},"CachedAsset:text:en_US-components/users/UserLink-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/users/UserLink-1744133827557","value":{"authorName":"View Profile: {author}","anonymous":"Anonymous"},"localOverride":false},"CachedAsset:text:en_US-shared/client/components/users/UserRank-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/users/UserRank-1744133827557","value":{"rankName":"{rankName}","userRank":"Author rank {rankName}"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageTime-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageTime-1744133827557","value":{"postTime":"Published: {time}","lastPublishTime":"Last Update: {time}","conversation.lastPostingActivityTime":"Last posting activity time: {time}","conversation.lastPostTime":"Last post time: {time}","moderationData.rejectTime":"Rejected time: {time}"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageSolvedBadge-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageSolvedBadge-1744133827557","value":{"solved":"Solved"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageSubject-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageSubject-1744133827557","value":{"noSubject":"(no subject)"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageBody-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageBody-1744133827557","value":{"showMessageBody":"Show More","mentionsErrorTitle":"{mentionsType, select, board {Board} user {User} message {Message} other {}} No Longer Available","mentionsErrorMessage":"The {mentionsType} you are trying to view has been removed from the community.","videoProcessing":"Video is being processed. Please try again in a few minutes.","bannerTitle":"Video provider requires cookies to play the video. Accept to continue or {url} it directly on the provider's site.","buttonTitle":"Accept","urlText":"watch"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageCustomFields-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageCustomFields-1744133827557","value":{"CustomField.default.label":"Value of {name}"},"localOverride":false},"CachedAsset:text:en_US-shared/client/components/common/QueryHandler-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/common/QueryHandler-1744133827557","value":{"title":"Query Handler"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageReplyButton-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageReplyButton-1744133827557","value":{"repliesCount":"{count}","title":"Reply","title@board:BLOG@message:root":"Comment","title@board:TKB@message:root":"Comment","title@board:IDEA@message:root":"Comment","title@board:OCCASION@message:root":"Comment"},"localOverride":false},"CachedAsset:text:en_US-shared/client/components/common/BuildInformation-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/common/BuildInformation-1744133827557","value":{"buildHash":"Build Hash: {buildHash}","buildNumber":"Build Number: {buildNumber}","buildTime":"Build Time: {buildTime}"},"localOverride":false},"CachedAsset:text:en_US-components/community/KhorosLogo-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/community/KhorosLogo-1744133827557","value":{"alt":"Powered By Khoros"},"localOverride":false},"CachedAsset:text:en_US-components/community/NavbarDropdownToggle-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/community/NavbarDropdownToggle-1744133827557","value":{"ariaLabelClosed":"Press the down arrow to open the menu"},"localOverride":false},"CachedAsset:text:en_US-shared/client/components/users/UserAvatar-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/users/UserAvatar-1744133827557","value":{"altText":"{login}'s avatar","altTextGeneric":"User's avatar"},"localOverride":false},"CachedAsset:text:en_US-shared/client/components/ranks/UserRankLabel-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/ranks/UserRankLabel-1744133827557","value":{"altTitle":"Icon for {rankName} rank"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageView/MessageViewInline-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageView/MessageViewInline-1744133827557","value":{"bylineAuthor":"{bylineAuthor}","bylineBoard":"{bylineBoard}","anonymous":"Anonymous","place":"Place {bylineBoard}","gotoParent":"Go to parent {name}"},"localOverride":false},"CachedAsset:text:en_US-shared/client/components/common/Pager/PagerLoadMore-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/common/Pager/PagerLoadMore-1744133827557","value":{"loadMore":"Show More"},"localOverride":false},"CachedAsset:text:en_US-components/customComponent/CustomComponent-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-components/customComponent/CustomComponent-1744133827557","value":{"errorMessage":"Error rendering component id: {customComponentId}","bannerTitle":"Video provider requires cookies to play the video. Accept to continue or {url} it directly on the provider's site.","buttonTitle":"Accept","urlText":"watch"},"localOverride":false},"CachedAsset:text:en_US-shared/client/components/nodes/NodeIcon-1744133827557":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/nodes/NodeIcon-1744133827557","value":{"contentType":"Content Type {style, select, FORUM {Forum} BLOG {Blog} TKB {Knowledge Base} IDEA {Ideas} OCCASION {Events} other {}} icon"},"localOverride":false}}}},"page":"/forums/ForumMessagePage/ForumMessagePage","query":{"boardId":"quickbase-discussions","messageSubject":"transforming-data-with-the-new-quickbase-api-and-pipelines","messageId":"83864"},"buildId":"w31i-CTuzjXSDLMA_Au1d","runtimeConfig":{"buildInformationVisible":false,"logLevelApp":"info","logLevelMetrics":"info","openTelemetryClientEnabled":false,"openTelemetryConfigName":"quickbase","openTelemetryServiceVersion":"25.3.0","openTelemetryUniverse":"prod","openTelemetryCollector":"http://localhost:4318","openTelemetryRouteChangeAllowedTime":"5000","apolloDevToolsEnabled":false,"inboxMuteWipFeatureEnabled":false},"isFallback":false,"isExperimentalCompile":false,"dynamicIds":["./components/seo/QAPageSchema/QAPageSchema.tsx","./components/community/Navbar/NavbarWidget.tsx","./components/community/Breadcrumb/BreadcrumbWidget.tsx","./components/messages/TopicWithThreadedReplyListWidget/TopicWithThreadedReplyListWidget.tsx","./components/messages/MessageView/MessageViewStandard/MessageViewStandard.tsx","./components/messages/ThreadedReplyList/ThreadedReplyList.tsx","./components/messages/RelatedContentWidget/RelatedContentWidget.tsx","./components/community/FooterWidget/FooterWidget.tsx","./components/customComponent/CustomComponent/CustomComponent.tsx","./components/community/FooterWidgetHelpLink/FooterWidgetHelpLink.tsx","./components/community/KhorosLogo/KhorosLogo.tsx","../shared/client/components/common/List/UnstyledList/UnstyledList.tsx","./components/messages/MessageView/MessageView.tsx","./components/messages/MessageView/MessageViewInline/MessageViewInline.tsx","../shared/client/components/common/Pager/PagerLoadMore/PagerLoadMore.tsx","./components/customComponent/CustomComponentContent/HtmlContent.tsx","./components/customComponent/CustomComponentContent/TemplateContent.tsx","./components/customComponent/CustomComponentContent/CustomComponentScripts.tsx"],"appGip":true,"scriptLoader":[]}