Efficient approach to generate list of combinations with no repetition
I am trying to find the best way to generate the combination with no repetition, i.e. the corresponding set related to the total of a combination of COMBIN(n,m) output. I found several approaches with different performances, but maybe there are other ways to do it, only using Excel, and not considering VBA solutions.
COMBIN.SETA: The solution with the best performance so far
it uses the recursive functionNEXTR to generate the next row of the combination, then DROP/REDUCE/VSTACK to generate the final result. Since it uses several SEQUENCE calls I created an auxiliary user LAMBDA function S(x,y) to avoid having a larger formula, but it is just a SEQUENCE call for a specific scenario.
The following solutions are based on the following suggestion: How to use COMBIN function. It generates a representation of all binary numbers from 0-2^n-1, then use it as a filter condition in the FILTER function to get the corresponding index values. It doesn't use any binary Excel function that has limitations in the number of digits to be generated. If you concatenate all the values on a given row will be the corresponding binary number, but they are not generated using any binary functions.
COMBIN.SETB:
COMBIN.SETB = LAMBDA(x, m,
LET(
y, TOROW(x),
n, COLUMNS(y),
z, MOD(INT((SEQUENCE(2 ^ n) - 1) / 2 ^ SEQUENCE(, n, 0)), 2),
f, FILTER(z, MMULT(z, SEQUENCE(n) ^ 0) = m),
DROP(REDUCE("", SEQUENCE(ROWS(f)), LAMBDA(ac, i, VSTACK(ac, FILTER(y, INDEX(f, i, ))))), 1)
)
)
It extracts the output via FILTER the columns with value 1, to get the values from y name. I tested that the biggest time consumption is coming from the call DROP/REDUCE/VSTACK, to get z or f output is the less time-consuming portion, but I was not able to find another way to generate the output without using DROP/REDUCE/VSTACK, maybe there is a way but I could not find it. I don't think MAKEARRY will provide a better performance, since it operates at row, col, and level and FILTER gives the entire row.
COMBIN.SETC: This variation has the worst performance. It uses exactly the solution from the link shared link but removes the empty cells. It tries to organize the output in a way, that only cells with no empty value will be returned, but this transformation is time-consuming.
COMBIN.SETC = LAMBDA(x, m,
LET(
y, TOROW(x),
n, COLUMNS(y),
z, MOD(INT((SEQUENCE(2 ^ n) - 1) / 2 ^ SEQUENCE(, n, 0)), 2),
f, IF(FILTER(z, MMULT(z, SEQUENCE(n) ^ 0) = m), y, ""),
DROP(
REDUCE(
"",
SEQUENCE(ROWS(f)),
LAMBDA(ac, a, LET(r, INDEX(f, a, ), VSTACK(ac, FILTER(r, r <> ""))))
),
1
)
)
)
COMBIN.SETD: Second-best performance along with COMBINA.SETB. We use here TOROW function to get by row nonempty values in a row, so it replaces FILTER from previous approaches using TOROW
COMBIN.SETD = LAMBDA(x, m,
LET(
y, TOROW(x),
n, COLUMNS(y),
z, MOD(INT((SEQUENCE(2 ^ n) - 1) / 2 ^ SEQUENCE(, n, 0)), 2),
f, IF(FILTER(z, MMULT(z, SEQUENCE(n) ^ 0) = m), y, NA()),
DROP(REDUCE("", SEQUENCE(ROWS(f)), LAMBDA(ac, a, VSTACK(ac, TOROW(INDEX(f, a, ), 2)))), 1)
)
)
Finally, I use the following convenience LAMBDA functions to calculate elapsed time. I don't want to use VBA to measure performance, so I found this way of doing it.
Then the following screenshot shows the testing scenario, and for each of them, I collect the seconds to do the comparison for each case and to calculate the relative increment concerning the lowest performance CASE A via the following formula: =(B6-$B$5)/$B$5 and drag it down. I set the calculation to Manual for testing each scenario changing the performance function to call with the same input parameters. For example:
=PERFORMANCE.SETA(SEQUENCE(,B1,10,10),B2)
Here is the output
I was surprised that the best performance among all of them is SETA, which uses a recursive function, but the recursion is at a column level, which is usually lower than the rows will be generated, and the recursion only happens when the increment on each digit is bigger than the maximum value for each column, so we need to back from right to left to repeat the same process to the next digit.
I know generating such a set of combinations is time-consuming, so I am trying to have a solution with the best performance among all.
Note: I use as an input data set:
SEQUENCE(,B1,10,10)
but please don't assume the data set can be numbers only, it could be also strings, I am looking for a generic and efficient COMBINE.SET function, which can work for numbers or strings.
UPDATE
I found the solution COMBIN.SETD, can be improved by removing the DROP/REDUCE/VSTACK, which produces the fastest solution so far, around 0.10 seconds, combining TOCOL with WRAPROWS, as follows:
COMBIN.SETE:
COMBIN.SETE = LAMBDA(x, m,
LET(
y, TOROW(x),
n, COLUMNS(y),
z, MOD(INT((SEQUENCE(2 ^ n) - 1) / 2 ^ SEQUENCE(, n, 0)), 2),
f, IF(FILTER(z, MMULT(z, SEQUENCE(n) ^ 0) = m), y, NA()),
WRAPROWS(TOCOL(f,2),m)
)
)
PeterBartholomew1 thanks great solution too! I adapted it to be able to return not just 0,1 values, but the actual values of the x-array. I combined it with COMBIN.SETE I provided in the UPDATE section of my question as follows:
COMBIN.SETPB = LAMBDA(x, m, LET(
y, TOROW(x),
n, COLUMNS(y),
k, 2 ^ SEQUENCE(1, n, 0),
h, SEQUENCE(2 ^ n),
p, SIGN(BITAND(h, k)),
f, BYROW(p, LAMBDA(p, SUM(p))) = m,
z, IF(FILTER(p, f), y, NA()),
WRAPROWS(TOCOL(z, 2), m)))
since it has been proven the most efficient way so far to convert 0,1 values to x-array.
Note: I guess you are using Advanced Formula Environment Add-ins, defining the formula via the Names tab, I converted it to a LAMBDA function, so it can be defined in the Module tab.
I tested for n=19, m=10, for the input array set:
SEQUENCE(,B1,10,10)
I run it several times and in all cases > 4secs. I defined the following performance function:
PeterBartholomew1to be fair, I tested it under the same conditions on an Excel desktop, and your solution takes less than 2secs. COMBIN.SETE around 2.2 secs. All previous tests I ran using the free version of Excel Web, I don't know why I am getting different results on each Excel version, maybe they have a different implementation of the underlying functions used, or I would need to do more stress tests. The thing is that for n=20, m=10 around 184K combinations, both solutions don't return the result after waiting several minutes.
JosWoolley I tested with n=19, m=10, 92K rows to be generated, my version SETE, 2.9secs, your solution 3.20secs. I run several times and your solution was always bigger than 3secs, and mine lower than 3secs. Just a minor difference. WRAPROWS makes really the difference!!!
JosWoolley thanks, I updated my question with a similar solution I found using WRAPROWS as you provided while you were posting your solution. It is really fast, I haven't tested yours, but seems to be similar, you have an extra IF, but that maybe not significant. Thanks again!
Resources
"}},"componentScriptGroups({\"componentId\":\"custom.widget.MicrosoftFooter\"})":{"__typename":"ComponentScriptGroups","scriptGroups":{"__typename":"ComponentScriptGroupsDefinition","afterInteractive":{"__typename":"PageScriptGroupDefinition","group":"AFTER_INTERACTIVE","scriptIds":[]},"lazyOnLoad":{"__typename":"PageScriptGroupDefinition","group":"LAZY_ON_LOAD","scriptIds":[]}},"componentScripts":[]},"cachedText({\"lastModified\":\"1745505310141\",\"locale\":\"en-US\",\"namespaces\":[\"components/community/NavbarDropdownToggle\"]})":[{"__ref":"CachedAsset:text:en_US-components/community/NavbarDropdownToggle-1745505310141"}],"cachedText({\"lastModified\":\"1745505310141\",\"locale\":\"en-US\",\"namespaces\":[\"shared/client/components/common/QueryHandler\"]})":[{"__ref":"CachedAsset:text:en_US-shared/client/components/common/QueryHandler-1745505310141"}],"cachedText({\"lastModified\":\"1745505310141\",\"locale\":\"en-US\",\"namespaces\":[\"components/messages/EscalatedMessageBanner\"]})":[{"__ref":"CachedAsset:text:en_US-components/messages/EscalatedMessageBanner-1745505310141"}],"cachedText({\"lastModified\":\"1745505310141\",\"locale\":\"en-US\",\"namespaces\":[\"components/users/UserLink\"]})":[{"__ref":"CachedAsset:text:en_US-components/users/UserLink-1745505310141"}],"cachedText({\"lastModified\":\"1745505310141\",\"locale\":\"en-US\",\"namespaces\":[\"shared/client/components/users/UserRank\"]})":[{"__ref":"CachedAsset:text:en_US-shared/client/components/users/UserRank-1745505310141"}],"cachedText({\"lastModified\":\"1745505310141\",\"locale\":\"en-US\",\"namespaces\":[\"components/messages/MessageTime\"]})":[{"__ref":"CachedAsset:text:en_US-components/messages/MessageTime-1745505310141"}],"cachedText({\"lastModified\":\"1745505310141\",\"locale\":\"en-US\",\"namespaces\":[\"components/messages/MessageSolvedBadge\"]})":[{"__ref":"CachedAsset:text:en_US-components/messages/MessageSolvedBadge-1745505310141"}],"cachedText({\"lastModified\":\"1745505310141\",\"locale\":\"en-US\",\"namespaces\":[\"components/messages/MessageSubject\"]})":[{"__ref":"CachedAsset:text:en_US-components/messages/MessageSubject-1745505310141"}],"cachedText({\"lastModified\":\"1745505310141\",\"locale\":\"en-US\",\"namespaces\":[\"components/messages/MessageBody\"]})":[{"__ref":"CachedAsset:text:en_US-components/messages/MessageBody-1745505310141"}],"cachedText({\"lastModified\":\"1745505310141\",\"locale\":\"en-US\",\"namespaces\":[\"components/messages/MessageCustomFields\"]})":[{"__ref":"CachedAsset:text:en_US-components/messages/MessageCustomFields-1745505310141"}],"cachedText({\"lastModified\":\"1745505310141\",\"locale\":\"en-US\",\"namespaces\":[\"components/messages/MessageReplyButton\"]})":[{"__ref":"CachedAsset:text:en_US-components/messages/MessageReplyButton-1745505310141"}],"cachedText({\"lastModified\":\"1745505310141\",\"locale\":\"en-US\",\"namespaces\":[\"components/messages/MessageSolutionList\"]})":[{"__ref":"CachedAsset:text:en_US-components/messages/MessageSolutionList-1745505310141"}],"messages({\"constraints\":{\"solution\":{\"eq\":true},\"topicId\":{\"eq\":\"message:3786730\"}},\"first\":10,\"sorts\":{\"postTime\":{\"direction\":\"ASC\"}}})":{"__typename":"MessageConnection","edges":[{"__typename":"MessageEdge","cursor":"MjUuMXwyLjF8aXwxMHwxMzI6MXxpbnQsMzc4Njk2MCwzNzg2OTYw","node":{"__ref":"AcceptedSolutionMessage:message:3786960"}}],"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null},"totalCount":1},"cachedText({\"lastModified\":\"1745505310141\",\"locale\":\"en-US\",\"namespaces\":[\"shared/client/components/users/UserAvatar\"]})":[{"__ref":"CachedAsset:text:en_US-shared/client/components/users/UserAvatar-1745505310141"}],"cachedText({\"lastModified\":\"1745505310141\",\"locale\":\"en-US\",\"namespaces\":[\"shared/client/components/ranks/UserRankLabel\"]})":[{"__ref":"CachedAsset:text:en_US-shared/client/components/ranks/UserRankLabel-1745505310141"}],"cachedText({\"lastModified\":\"1745505310141\",\"locale\":\"en-US\",\"namespaces\":[\"components/messages/AcceptedSolutionButton\"]})":[{"__ref":"CachedAsset:text:en_US-components/messages/AcceptedSolutionButton-1745505310141"}],"cachedText({\"lastModified\":\"1745505310141\",\"locale\":\"en-US\",\"namespaces\":[\"shared/client/components/common/Pager/PagerLoadMore\"]})":[{"__ref":"CachedAsset:text:en_US-shared/client/components/common/Pager/PagerLoadMore-1745505310141"}],"message({\"id\":\"message:3786960\"})":{"__ref":"AcceptedSolutionMessage:message:3786960"},"message({\"id\":\"message:3787101\"})":{"__ref":"ForumReplyMessage:message:3787101"},"message({\"id\":\"message:3787137\"})":{"__ref":"ForumReplyMessage:message:3787137"},"message({\"id\":\"message:3786784\"})":{"__ref":"ForumReplyMessage:message:3786784"},"message({\"id\":\"message:3786795\"})":{"__ref":"ForumReplyMessage:message:3786795"},"message({\"id\":\"message:3786790\"})":{"__ref":"ForumReplyMessage:message:3786790"},"cachedText({\"lastModified\":\"1745505310141\",\"locale\":\"en-US\",\"namespaces\":[\"components/tags/TagView/TagViewChip\"]})":[{"__ref":"CachedAsset:text:en_US-components/tags/TagView/TagViewChip-1745505310141"}],"cachedText({\"lastModified\":\"1745505310141\",\"locale\":\"en-US\",\"namespaces\":[\"components/attachments/AttachmentView/AttachmentViewChip\"]})":[{"__ref":"CachedAsset:text:en_US-components/attachments/AttachmentView/AttachmentViewChip-1745505310141"}]},"CachedAsset:pages-1745487429229":{"__typename":"CachedAsset","id":"pages-1745487429229","value":[{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"BlogViewAllPostsPage","type":"BLOG","urlPath":"/category/:categoryId/blog/:boardId/all-posts/(/:after|/:before)?","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"CasePortalPage","type":"CASE_PORTAL","urlPath":"/caseportal","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"CreateGroupHubPage","type":"GROUP_HUB","urlPath":"/groups/create","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"CaseViewPage","type":"CASE_DETAILS","urlPath":"/case/:caseId/:caseNumber","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"InboxPage","type":"COMMUNITY","urlPath":"/inbox","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"HelpFAQPage","type":"COMMUNITY","urlPath":"/help","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"IdeaMessagePage","type":"IDEA_POST","urlPath":"/idea/:boardId/:messageSubject/:messageId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"IdeaViewAllIdeasPage","type":"IDEA","urlPath":"/category/:categoryId/ideas/:boardId/all-ideas/(/:after|/:before)?","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"LoginPage","type":"USER","urlPath":"/signin","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"BlogPostPage","type":"BLOG","urlPath":"/category/:categoryId/blogs/:boardId/create","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"UserBlogPermissions.Page","type":"COMMUNITY","urlPath":"/c/user-blog-permissions/page","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"ThemeEditorPage","type":"COMMUNITY","urlPath":"/designer/themes","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"TkbViewAllArticlesPage","type":"TKB","urlPath":"/category/:categoryId/kb/:boardId/all-articles/(/:after|/:before)?","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1730142000000,"localOverride":null,"page":{"id":"AllEvents","type":"CUSTOM","urlPath":"/Events","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"OccasionEditPage","type":"EVENT","urlPath":"/event/:boardId/:messageSubject/:messageId/edit","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"OAuthAuthorizationAllowPage","type":"USER","urlPath":"/auth/authorize/allow","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"PageEditorPage","type":"COMMUNITY","urlPath":"/designer/pages","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"PostPage","type":"COMMUNITY","urlPath":"/category/:categoryId/:boardId/create","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"ForumBoardPage","type":"FORUM","urlPath":"/category/:categoryId/discussions/:boardId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"TkbBoardPage","type":"TKB","urlPath":"/category/:categoryId/kb/:boardId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"EventPostPage","type":"EVENT","urlPath":"/category/:categoryId/events/:boardId/create","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"UserBadgesPage","type":"COMMUNITY","urlPath":"/users/:login/:userId/badges","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"GroupHubMembershipAction","type":"GROUP_HUB","urlPath":"/membership/join/:nodeId/:membershipType","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"MaintenancePage","type":"COMMUNITY","urlPath":"/maintenance","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"IdeaReplyPage","type":"IDEA_REPLY","urlPath":"/idea/:boardId/:messageSubject/:messageId/comments/:replyId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"UserSettingsPage","type":"USER","urlPath":"/mysettings/:userSettingsTab","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"GroupHubsPage","type":"GROUP_HUB","urlPath":"/groups","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"ForumPostPage","type":"FORUM","urlPath":"/category/:categoryId/discussions/:boardId/create","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"OccasionRsvpActionPage","type":"OCCASION","urlPath":"/event/:boardId/:messageSubject/:messageId/rsvp/:responseType","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"VerifyUserEmailPage","type":"USER","urlPath":"/verifyemail/:userId/:verifyEmailToken","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"AllOccasionsPage","type":"OCCASION","urlPath":"/category/:categoryId/events/:boardId/all-events/(/:after|/:before)?","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"EventBoardPage","type":"EVENT","urlPath":"/category/:categoryId/events/:boardId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"TkbReplyPage","type":"TKB_REPLY","urlPath":"/kb/:boardId/:messageSubject/:messageId/comments/:replyId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"IdeaBoardPage","type":"IDEA","urlPath":"/category/:categoryId/ideas/:boardId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"CommunityGuideLinesPage","type":"COMMUNITY","urlPath":"/communityguidelines","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"CaseCreatePage","type":"SALESFORCE_CASE_CREATION","urlPath":"/caseportal/create","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"TkbEditPage","type":"TKB","urlPath":"/kb/:boardId/:messageSubject/:messageId/edit","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"ForgotPasswordPage","type":"USER","urlPath":"/forgotpassword","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"IdeaEditPage","type":"IDEA","urlPath":"/idea/:boardId/:messageSubject/:messageId/edit","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"TagPage","type":"COMMUNITY","urlPath":"/tag/:tagName","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"BlogBoardPage","type":"BLOG","urlPath":"/category/:categoryId/blog/:boardId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"OccasionMessagePage","type":"OCCASION_TOPIC","urlPath":"/event/:boardId/:messageSubject/:messageId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"ManageContentPage","type":"COMMUNITY","urlPath":"/managecontent","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"ClosedMembershipNodeNonMembersPage","type":"GROUP_HUB","urlPath":"/closedgroup/:groupHubId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"CommunityPage","type":"COMMUNITY","urlPath":"/","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"ForumMessagePage","type":"FORUM_TOPIC","urlPath":"/discussions/:boardId/:messageSubject/:messageId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"IdeaPostPage","type":"IDEA","urlPath":"/category/:categoryId/ideas/:boardId/create","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1730142000000,"localOverride":null,"page":{"id":"CommunityHub.Page","type":"CUSTOM","urlPath":"/Directory","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"BlogMessagePage","type":"BLOG_ARTICLE","urlPath":"/blog/:boardId/:messageSubject/:messageId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"RegistrationPage","type":"USER","urlPath":"/register","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"EditGroupHubPage","type":"GROUP_HUB","urlPath":"/group/:groupHubId/edit","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"ForumEditPage","type":"FORUM","urlPath":"/discussions/:boardId/:messageSubject/:messageId/edit","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"ResetPasswordPage","type":"USER","urlPath":"/resetpassword/:userId/:resetPasswordToken","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1730142000000,"localOverride":null,"page":{"id":"AllBlogs.Page","type":"CUSTOM","urlPath":"/blogs","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"TkbMessagePage","type":"TKB_ARTICLE","urlPath":"/kb/:boardId/:messageSubject/:messageId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"BlogEditPage","type":"BLOG","urlPath":"/blog/:boardId/:messageSubject/:messageId/edit","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"ManageUsersPage","type":"USER","urlPath":"/users/manage/:tab?/:manageUsersTab?","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"ForumReplyPage","type":"FORUM_REPLY","urlPath":"/discussions/:boardId/:messageSubject/:messageId/replies/:replyId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"PrivacyPolicyPage","type":"COMMUNITY","urlPath":"/privacypolicy","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"NotificationPage","type":"COMMUNITY","urlPath":"/notifications","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"UserPage","type":"USER","urlPath":"/users/:login/:userId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"OccasionReplyPage","type":"OCCASION_REPLY","urlPath":"/event/:boardId/:messageSubject/:messageId/comments/:replyId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"ManageMembersPage","type":"GROUP_HUB","urlPath":"/group/:groupHubId/manage/:tab?","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"SearchResultsPage","type":"COMMUNITY","urlPath":"/search","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"BlogReplyPage","type":"BLOG_REPLY","urlPath":"/blog/:boardId/:messageSubject/:messageId/replies/:replyId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"GroupHubPage","type":"GROUP_HUB","urlPath":"/group/:groupHubId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"TermsOfServicePage","type":"COMMUNITY","urlPath":"/termsofservice","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"CategoryPage","type":"CATEGORY","urlPath":"/category/:categoryId","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"ForumViewAllTopicsPage","type":"FORUM","urlPath":"/category/:categoryId/discussions/:boardId/all-topics/(/:after|/:before)?","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"localOverride":null,"page":{"id":"TkbPostPage","type":"TKB","urlPath":"/category/:categoryId/kbs/:boardId/create","__typename":"PageDescriptor"},"__typename":"PageResource"},{"lastUpdatedTime":1745487429229,"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}"},"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},"User:user:-1":{"__typename":"User","id":"user:-1","uid":-1,"login":"Deleted","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":"false","localValue":"true","possibleValues":["true","false"]},"dateDisplayFormat":{"__typename":"InheritableStringSetting","key":"layout.format_pattern_date","value":"MMM dd yyyy","localValue":"MM-dd-yyyy"},"language":{"__typename":"InheritableStringSettingWithPossibleValues","key":"profile.language","value":"en-US","localValue":"en","possibleValues":["en-US"]}},"deleted":false},"Theme:customTheme1":{"__typename":"Theme","id":"customTheme1"},"Category:category:microsoft365":{"__typename":"Category","id":"category:microsoft365","entityType":"CATEGORY","displayId":"microsoft365","nodeType":"category","depth":3,"title":"Microsoft 365","shortTitle":"Microsoft 365","parent":{"__ref":"Category:category:products-services"},"categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:top":{"__typename":"Category","id":"category:top","displayId":"top","nodeType":"category","depth":0,"title":"Top","entityType":"CATEGORY","shortTitle":"Top"},"Category:category:communities":{"__typename":"Category","id":"category:communities","displayId":"communities","nodeType":"category","depth":1,"parent":{"__ref":"Category:category:top"},"title":"Communities","entityType":"CATEGORY","shortTitle":"Communities"},"Category:category:products-services":{"__typename":"Category","id":"category:products-services","displayId":"products-services","nodeType":"category","depth":2,"parent":{"__ref":"Category:category:communities"},"title":"Products","entityType":"CATEGORY","shortTitle":"Products"},"Forum:board:ExcelGeneral":{"__typename":"Forum","id":"board:ExcelGeneral","entityType":"FORUM","displayId":"ExcelGeneral","nodeType":"board","depth":4,"conversationStyle":"FORUM","title":"Excel","description":"Your community for how-to discussions and sharing best practices on Microsoft Excel. If you’re looking for technical support, please visit Microsoft Support Community.","avatar":null,"profileSettings":{"__typename":"ProfileSettings","language":null},"parent":{"__ref":"Category:category:microsoft365"},"ancestors":{"__typename":"CoreNodeConnection","edges":[{"__typename":"CoreNodeEdge","node":{"__ref":"Community:community:gxcuf89792"}},{"__typename":"CoreNodeEdge","node":{"__ref":"Category:category:communities"}},{"__typename":"CoreNodeEdge","node":{"__ref":"Category:category:products-services"}},{"__typename":"CoreNodeEdge","node":{"__ref":"Category:category:microsoft365"}}]},"userContext":{"__typename":"NodeUserContext","canAddAttachments":false,"canUpdateNode":false,"canPostMessages":false,"isSubscribed":false},"boardPolicies":{"__typename":"BoardPolicies","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":[]}}},"shortTitle":"Excel","repliesProperties":{"__typename":"RepliesProperties","sortOrder":"REVERSE_PUBLISH_TIME","repliesFormat":"threaded"},"eventPath":"category:microsoft365/category:products-services/category:communities/community:gxcuf89792board:ExcelGeneral/","tagProperties":{"__typename":"TagNodeProperties","tagsEnabled":{"__typename":"PolicyResult","failureReason":null}},"requireTags":true,"tagType":"PRESET_ONLY"},"Rank:rank:35":{"__typename":"Rank","id":"rank:35","position":16,"name":"Iron Contributor","color":"333333","icon":null,"rankStyle":"TEXT"},"User:user:276955":{"__typename":"User","id":"user:276955","uid":276955,"login":"davidleal","deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/avatars/default/avatar-4.svg?time=0"},"rank":{"__ref":"Rank:rank:35"},"email":"","messagesCount":73,"biography":null,"topicsCount":9,"kudosReceivedCount":19,"kudosGivenCount":78,"kudosWeight":1,"registrationData":{"__typename":"RegistrationData","status":null,"registrationTime":"2019-02-01T19:28:47.804-08:00","confirmEmailStatus":null},"followersCount":null,"solutionsCount":1,"entityType":"USER","eventPath":"community:gxcuf89792/user:276955"},"ForumTopicMessage:message:3786730":{"__typename":"ForumTopicMessage","uid":3786730,"subject":"Efficient approach to generate list of combinations with no repetition","id":"message:3786730","revisionNum":9,"repliesCount":12,"author":{"__ref":"User:user:276955"},"depth":0,"hasGivenKudo":false,"board":{"__ref":"Forum:board:ExcelGeneral"},"conversation":{"__ref":"Conversation:conversation:3786730"},"readOnly":false,"editFrozen":false,"moderationData":{"__ref":"ModerationData:moderation_data:3786730"},"body":"
I am trying to find the best way to generate the combination with no repetition, i.e. the corresponding set related to the total of a combination of COMBIN(n,m) output. I found several approaches with different performances, but maybe there are other ways to do it, only using Excel, and not considering VBA solutions.
COMBIN.SETA: The solution with the best performance so far
it uses the recursive functionNEXTR to generate the next row of the combination, then DROP/REDUCE/VSTACK to generate the final result. Since it uses several SEQUENCE calls I created an auxiliary user LAMBDA function S(x,y) to avoid having a larger formula, but it is just a SEQUENCE call for a specific scenario.
The following solutions are based on the following suggestion: How to use COMBIN function. It generates a representation of all binary numbers from 0-2^n-1, then use it as a filter condition in the FILTER function to get the corresponding index values. It doesn't use any binary Excel function that has limitations in the number of digits to be generated. If you concatenate all the values on a given row will be the corresponding binary number, but they are not generated using any binary functions.
COMBIN.SETB:
COMBIN.SETB = LAMBDA(x, m,\n LET(\n y, TOROW(x),\n n, COLUMNS(y),\n z, MOD(INT((SEQUENCE(2 ^ n) - 1) / 2 ^ SEQUENCE(, n, 0)), 2),\n f, FILTER(z, MMULT(z, SEQUENCE(n) ^ 0) = m),\n DROP(REDUCE(\"\", SEQUENCE(ROWS(f)), LAMBDA(ac, i, VSTACK(ac, FILTER(y, INDEX(f, i, ))))), 1)\n )\n)
It extracts the output via FILTER the columns with value 1, to get the values from y name. I tested that the biggest time consumption is coming from the call DROP/REDUCE/VSTACK, to get z or f output is the less time-consuming portion, but I was not able to find another way to generate the output without using DROP/REDUCE/VSTACK, maybe there is a way but I could not find it. I don't think MAKEARRY will provide a better performance, since it operates at row, col, and level and FILTER gives the entire row.
COMBIN.SETC: This variation has the worst performance. It uses exactly the solution from the link shared link but removes the empty cells. It tries to organize the output in a way, that only cells with no empty value will be returned, but this transformation is time-consuming.
COMBIN.SETC = LAMBDA(x, m,\n LET(\n y, TOROW(x),\n n, COLUMNS(y),\n z, MOD(INT((SEQUENCE(2 ^ n) - 1) / 2 ^ SEQUENCE(, n, 0)), 2),\n f, IF(FILTER(z, MMULT(z, SEQUENCE(n) ^ 0) = m), y, \"\"),\n DROP(\n REDUCE(\n \"\",\n SEQUENCE(ROWS(f)),\n LAMBDA(ac, a, LET(r, INDEX(f, a, ), VSTACK(ac, FILTER(r, r <> \"\"))))\n ),\n 1\n )\n )\n)
COMBIN.SETD: Second-best performance along with COMBINA.SETB. We use here TOROW function to get by row nonempty values in a row, so it replaces FILTER from previous approaches using TOROW
COMBIN.SETD = LAMBDA(x, m,\n LET(\n y, TOROW(x),\n n, COLUMNS(y),\n z, MOD(INT((SEQUENCE(2 ^ n) - 1) / 2 ^ SEQUENCE(, n, 0)), 2),\n f, IF(FILTER(z, MMULT(z, SEQUENCE(n) ^ 0) = m), y, NA()),\n DROP(REDUCE(\"\", SEQUENCE(ROWS(f)), LAMBDA(ac, a, VSTACK(ac, TOROW(INDEX(f, a, ), 2)))), 1)\n )\n)
Finally, I use the following convenience LAMBDA functions to calculate elapsed time. I don't want to use VBA to measure performance, so I found this way of doing it.
Then the following screenshot shows the testing scenario, and for each of them, I collect the seconds to do the comparison for each case and to calculate the relative increment concerning the lowest performance CASE A via the following formula: =(B6-$B$5)/$B$5 and drag it down. I set the calculation to Manual for testing each scenario changing the performance function to call with the same input parameters. For example:
=PERFORMANCE.SETA(SEQUENCE(,B1,10,10),B2)
Here is the output
I was surprised that the best performance among all of them is SETA, which uses a recursive function, but the recursion is at a column level, which is usually lower than the rows will be generated, and the recursion only happens when the increment on each digit is bigger than the maximum value for each column, so we need to back from right to left to repeat the same process to the next digit.
I know generating such a set of combinations is time-consuming, so I am trying to have a solution with the best performance among all.
Note: I use as an input data set:
SEQUENCE(,B1,10,10)
but please don't assume the data set can be numbers only, it could be also strings, I am looking for a generic and efficient COMBINE.SET function, which can work for numbers or strings.
UPDATE
I found the solution COMBIN.SETD, can be improved by removing the DROP/REDUCE/VSTACK, which produces the fastest solution so far, around 0.10 seconds, combining TOCOL with WRAPROWS, as follows:
COMBIN.SETE:
COMBIN.SETE = LAMBDA(x, m,\n LET(\n y, TOROW(x),\n n, COLUMNS(y),\n z, MOD(INT((SEQUENCE(2 ^ n) - 1) / 2 ^ SEQUENCE(, n, 0)), 2),\n f, IF(FILTER(z, MMULT(z, SEQUENCE(n) ^ 0) = m), y, NA()),\n WRAPROWS(TOCOL(f,2),m)\n )\n)
Thanks,
David
","body@stringLength":"8359","rawBody":"
I am trying to find the best way to generate the combination with no repetition, i.e. the corresponding set related to the total of a combination of COMBIN(n,m) output. I found several approaches with different performances, but maybe there are other ways to do it, only using Excel, and not considering VBA solutions.
COMBIN.SETA: The solution with the best performance so far
it uses the recursive functionNEXTR to generate the next row of the combination, then DROP/REDUCE/VSTACK to generate the final result. Since it uses several SEQUENCE calls I created an auxiliary user LAMBDA function S(x,y) to avoid having a larger formula, but it is just a SEQUENCE call for a specific scenario.
The following solutions are based on the following suggestion: How to use COMBIN function. It generates a representation of all binary numbers from 0-2^n-1, then use it as a filter condition in the FILTER function to get the corresponding index values. It doesn't use any binary Excel function that has limitations in the number of digits to be generated. If you concatenate all the values on a given row will be the corresponding binary number, but they are not generated using any binary functions.
COMBIN.SETB:
COMBIN.SETB = LAMBDA(x, m,\n LET(\n y, TOROW(x),\n n, COLUMNS(y),\n z, MOD(INT((SEQUENCE(2 ^ n) - 1) / 2 ^ SEQUENCE(, n, 0)), 2),\n f, FILTER(z, MMULT(z, SEQUENCE(n) ^ 0) = m),\n DROP(REDUCE(\"\", SEQUENCE(ROWS(f)), LAMBDA(ac, i, VSTACK(ac, FILTER(y, INDEX(f, i, ))))), 1)\n )\n)
It extracts the output via FILTER the columns with value 1, to get the values from y name. I tested that the biggest time consumption is coming from the call DROP/REDUCE/VSTACK, to get z or f output is the less time-consuming portion, but I was not able to find another way to generate the output without using DROP/REDUCE/VSTACK, maybe there is a way but I could not find it. I don't think MAKEARRY will provide a better performance, since it operates at row, col, and level and FILTER gives the entire row.
COMBIN.SETC: This variation has the worst performance. It uses exactly the solution from the link shared link but removes the empty cells. It tries to organize the output in a way, that only cells with no empty value will be returned, but this transformation is time-consuming.
COMBIN.SETC = LAMBDA(x, m,\n LET(\n y, TOROW(x),\n n, COLUMNS(y),\n z, MOD(INT((SEQUENCE(2 ^ n) - 1) / 2 ^ SEQUENCE(, n, 0)), 2),\n f, IF(FILTER(z, MMULT(z, SEQUENCE(n) ^ 0) = m), y, \"\"),\n DROP(\n REDUCE(\n \"\",\n SEQUENCE(ROWS(f)),\n LAMBDA(ac, a, LET(r, INDEX(f, a, ), VSTACK(ac, FILTER(r, r <> \"\"))))\n ),\n 1\n )\n )\n)
COMBIN.SETD: Second-best performance along with COMBINA.SETB. We use here TOROW function to get by row nonempty values in a row, so it replaces FILTER from previous approaches using TOROW
COMBIN.SETD = LAMBDA(x, m,\n LET(\n y, TOROW(x),\n n, COLUMNS(y),\n z, MOD(INT((SEQUENCE(2 ^ n) - 1) / 2 ^ SEQUENCE(, n, 0)), 2),\n f, IF(FILTER(z, MMULT(z, SEQUENCE(n) ^ 0) = m), y, NA()),\n DROP(REDUCE(\"\", SEQUENCE(ROWS(f)), LAMBDA(ac, a, VSTACK(ac, TOROW(INDEX(f, a, ), 2)))), 1)\n )\n)
Finally, I use the following convenience LAMBDA functions to calculate elapsed time. I don't want to use VBA to measure performance, so I found this way of doing it.
Then the following screenshot shows the testing scenario, and for each of them, I collect the seconds to do the comparison for each case and to calculate the relative increment concerning the lowest performance CASE A via the following formula: =(B6-$B$5)/$B$5 and drag it down. I set the calculation to Manual for testing each scenario changing the performance function to call with the same input parameters. For example:
=PERFORMANCE.SETA(SEQUENCE(,B1,10,10),B2)
Here is the output
I was surprised that the best performance among all of them is SETA, which uses a recursive function, but the recursion is at a column level, which is usually lower than the rows will be generated, and the recursion only happens when the increment on each digit is bigger than the maximum value for each column, so we need to back from right to left to repeat the same process to the next digit.
I know generating such a set of combinations is time-consuming, so I am trying to have a solution with the best performance among all.
Note: I use as an input data set:
SEQUENCE(,B1,10,10)
but please don't assume the data set can be numbers only, it could be also strings, I am looking for a generic and efficient COMBINE.SET function, which can work for numbers or strings.
UPDATE
I found the solution COMBIN.SETD, can be improved by removing the DROP/REDUCE/VSTACK, which produces the fastest solution so far, around 0.10 seconds, combining TOCOL with WRAPROWS, as follows:
COMBIN.SETE:
COMBIN.SETE = LAMBDA(x, m,\n LET(\n y, TOROW(x),\n n, COLUMNS(y),\n z, MOD(INT((SEQUENCE(2 ^ n) - 1) / 2 ^ SEQUENCE(, n, 0)), 2),\n f, IF(FILTER(z, MMULT(z, SEQUENCE(n) ^ 0) = m), y, NA()),\n WRAPROWS(TOCOL(f,2),m)\n )\n)
Thanks,
David
","kudosSumWeight":2,"postTime":"2023-04-03T20:48:02.687-07:00","images":{"__typename":"AssociatedImageConnection","edges":[{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDE","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS0zNzg2NzMwLTQ1NzI0MGk4NTczMTNERTkxMUZCNzQw?revision=9\"}"}}],"totalCount":1,"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":[{"__typename":"TagEdge","cursor":"MjUuMXwyLjF8b3wxMHxfTlZffDE","node":{"__typename":"Tag","id":"tag:excel","text":"excel","time":"2016-06-21T14:08:51.129-07:00","lastActivityTime":null,"messagesCount":null,"followersCount":null}},{"__typename":"TagEdge","cursor":"MjUuMXwyLjF8b3wxMHxfTlZffDI","node":{"__typename":"Tag","id":"tag:Formulas and Functions","text":"Formulas and Functions","time":"2016-06-24T14:00:56.974-07:00","lastActivityTime":null,"messagesCount":null,"followersCount":null}}]},"timeToRead":5,"currentRevision":{"__ref":"Revision:revision:3786730_9"},"latestVersion":null,"metrics":{"__typename":"MessageMetrics","views":13689},"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,"searchSnippet":"I am trying to find the best way to generate the combination with no repetition, i.e. the corresponding set related to the total of a combination of COMBIN(n,m) output. I found several approaches wit...","replies":{"__typename":"MessageConnection","edges":[{"__typename":"MessageEdge","cursor":"MjUuMXwyLjF8aXwxMHwxMzI6MHxpbnQsMzc4Njk2MCwzNzg2OTYw","node":{"__ref":"AcceptedSolutionMessage:message:3786960"}},{"__typename":"MessageEdge","cursor":"MjUuMXwyLjF8aXwxMHwxMzI6MHxpbnQsMzc4Njk2MCwzNzg2Nzg0","node":{"__ref":"ForumReplyMessage:message:3786784"}}],"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"customFields":[]},"Conversation:conversation:3786730":{"__typename":"Conversation","id":"conversation:3786730","solved":true,"topic":{"__ref":"ForumTopicMessage:message:3786730"},"lastPostingActivityTime":"2023-04-05T05:46:38.808-07:00","lastPostTime":"2023-04-05T05:46:38.808-07:00","unreadReplyCount":12,"isSubscribed":false},"ModerationData:moderation_data:3786730":{"__typename":"ModerationData","id":"moderation_data:3786730","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS0zNzg2NzMwLTQ1NzI0MGk4NTczMTNERTkxMUZCNzQw?revision=9\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS0zNzg2NzMwLTQ1NzI0MGk4NTczMTNERTkxMUZCNzQw?revision=9","title":"davidleal_0-1680578193876.png","associationType":"BODY","width":1982,"height":558,"altText":null},"Revision:revision:3786730_9":{"__typename":"Revision","id":"revision:3786730_9","lastEditTime":"2023-04-04T07:21:04.832-07:00"},"CachedAsset:theme:customTheme1-1744326567511":{"__typename":"CachedAsset","id":"theme:customTheme1-1744326567511","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":"50%","collections":["default"],"__typename":"AvatarThemeSettings"},"basics":{"browserIcon":{"imageAssetName":"favicon-1730836283320.png","imageLastModified":"1730836286415","__typename":"ThemeAsset"},"customerLogo":{"imageAssetName":"favicon-1730836271365.png","imageLastModified":"1730836274203","__typename":"ThemeAsset"},"maximumWidthOfPageContent":"1300px","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":"700","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-gray-900)","secondaryTextHoverColor":"hsl(var(--lia-bs-gray-900-h), var(--lia-bs-gray-900-s), calc(var(--lia-bs-gray-900-l) * 0.95))","secondaryTextActiveColor":"hsl(var(--lia-bs-gray-900-h), var(--lia-bs-gray-900-s), calc(var(--lia-bs-gray-900-l) * 0.9))","secondaryBgColor":"var(--lia-bs-gray-200)","secondaryBgHoverColor":"hsl(var(--lia-bs-gray-200-h), var(--lia-bs-gray-200-s), calc(var(--lia-bs-gray-200-l) * 0.96))","secondaryBgActiveColor":"hsl(var(--lia-bs-gray-200-h), var(--lia-bs-gray-200-s), calc(var(--lia-bs-gray-200-l) * 0.92))","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-black-h), var(--lia-bs-black-s), var(--lia-bs-black-l), 0.04)","tertiaryBorder":"1px solid transparent","tertiaryBorderHover":"1px solid hsla(var(--lia-bs-black-h), var(--lia-bs-black-s), var(--lia-bs-black-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), 0 3px 0 -1px hsla(var(--lia-bs-gray-900-h), var(--lia-bs-gray-900-s), var(--lia-bs-gray-900-l), 0.16)","sm":"0 2px 4px hsla(var(--lia-bs-gray-900-h), var(--lia-bs-gray-900-s), var(--lia-bs-gray-900-l), 0.12)","md":"0 5px 15px hsla(var(--lia-bs-gray-900-h), var(--lia-bs-gray-900-s), var(--lia-bs-gray-900-l), 0.3)","lg":"0 10px 30px hsla(var(--lia-bs-gray-900-h), var(--lia-bs-gray-900-s), var(--lia-bs-gray-900-l), 0.3)","__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-link-color)","defaultMessageLinkDecoration":"none","defaultMessageLinkFontStyle":"NORMAL","defaultMessageLinkFontWeight":"400","defaultMessageFontStyle":"NORMAL","defaultMessageFontWeight":"400","forumColor":"#4099E2","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":"#148563","blogColor":"#1CBAA0","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":"#4C6B90","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":"#333333","categoryColor":"#949494","communityColor":"#FFFFFF","productColor":"#949494","__typename":"CoreTypesThemeSettings"},"colors":{"black":"#000000","white":"#FFFFFF","gray100":"#F7F7F7","gray200":"#F7F7F7","gray300":"#E8E8E8","gray400":"#D9D9D9","gray500":"#CCCCCC","gray600":"#717171","gray700":"#707070","gray800":"#545454","gray900":"#333333","dark":"#545454","light":"#F7F7F7","primary":"#0069D4","secondary":"#333333","bodyText":"#1E1E1E","bodyBg":"#FFFFFF","info":"#409AE2","success":"#41C5AE","warning":"#FCC844","danger":"#BC341B","alertSystem":"#FF6600","textMuted":"#707070","highlight":"#FFFCAD","outline":"var(--lia-bs-primary)","custom":["#D3F5A4","#243A5E"],"__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":"Segoe UI","fontStyle":"NORMAL","fontWeight":"400","h1FontSize":"34px","h2FontSize":"32px","h3FontSize":"28px","h4FontSize":"24px","h5FontSize":"20px","h6FontSize":"16px","lineHeight":"1.3","subHeaderFontSize":"11px","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":"","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":"20px","defaultMessageItemMarginTop":"0","defaultMessageItemMarginBottom":"10px","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":"20px","specialMessageItemMarginTop":"0","specialMessageItemMarginBottom":"10px","__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":"Segoe UI","fontStyleBase":"NORMAL","fontWeightBase":"400","fontWeightLight":"300","fontWeightNormal":"400","fontWeightMd":"500","fontWeightBold":"700","letterSpacingSm":"normal","letterSpacingXs":"normal","lineHeightBase":"1.5","fontSizeBase":"16px","fontSizeXxs":"11px","fontSizeXs":"12px","fontSizeSm":"14px","fontSizeLg":"20px","fontSizeXl":"24px","smallFontSize":"14px","customFonts":[{"source":"SERVER","name":"Segoe UI","styles":[{"style":"NORMAL","weight":"400","__typename":"FontStyleData"},{"style":"NORMAL","weight":"300","__typename":"FontStyleData"},{"style":"NORMAL","weight":"600","__typename":"FontStyleData"},{"style":"NORMAL","weight":"700","__typename":"FontStyleData"},{"style":"ITALIC","weight":"400","__typename":"FontStyleData"}],"assetNames":["SegoeUI-normal-400.woff2","SegoeUI-normal-300.woff2","SegoeUI-normal-600.woff2","SegoeUI-normal-700.woff2","SegoeUI-italic-400.woff2"],"__typename":"CustomFont"},{"source":"SERVER","name":"MWF Fluent Icons","styles":[{"style":"NORMAL","weight":"400","__typename":"FontStyleData"}],"assetNames":["MWFFluentIcons-normal-400.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-components/common/EmailVerification-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/common/EmailVerification-1745505310141","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-shared/client/components/common/Loading/LoadingDot-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/common/Loading/LoadingDot-1745505310141","value":{"title":"Loading..."},"localOverride":false},"CachedAsset:quilt:o365.prod:pages/forums/ForumMessagePage:board:ExcelGeneral-1745502712735":{"__typename":"CachedAsset","id":"quilt:o365.prod:pages/forums/ForumMessagePage:board:ExcelGeneral-1745502712735","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":"section-1733174818610","layout":"ONE_COLUMN","bgColor":null,"showTitle":null,"showDescription":null,"textPosition":null,"textColor":null,"sectionEditLevel":null,"bgImage":null,"disableSpacing":null,"edgeToEdgeDisplay":null,"fullHeight":null,"showBorder":null,"__typename":"OneColumnQuiltSection","columnMap":{"main":[],"__typename":"OneSectionColumns"}},{"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":"custom.widget.Featured_Resources","className":null,"props":{"widgetVisibility":"signedInOrAnonymous","useTitle":true,"useBackground":true,"title":"Resources","lazyLoad":false},"__typename":"QuiltComponent"}],"__typename":"MainSideSectionColumns"}}],"__typename":"QuiltContainer"},"__typename":"Quilt","localOverride":false},"localOverride":false},"CachedAsset:text:en_US-pages/forums/ForumMessagePage-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-pages/forums/ForumMessagePage-1745505310141","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.TqVYTs.title":"Forum Discussion"},"localOverride":false},"CachedAsset:quiltWrapper:o365.prod:Common:1745505310398":{"__typename":"CachedAsset","id":"quiltWrapper:o365.prod:Common:1745505310398","value":{"id":"Common","header":{"backgroundImageProps":{"assetName":null,"backgroundSize":"COVER","backgroundRepeat":"NO_REPEAT","backgroundPosition":"CENTER_CENTER","lastModified":null,"__typename":"BackgroundImageProps"},"backgroundColor":"transparent","items":[{"id":"community.widget.navbarWidget","props":{"showUserName":true,"showRegisterLink":true,"useIconLanguagePicker":true,"useLabelLanguagePicker":true,"className":"QuiltComponent_lia-component-edit-mode__0nCcm","links":{"sideLinks":[],"mainLinks":[{"children":[],"linkType":"INTERNAL","id":"gxcuf89792","params":{},"routeName":"CommunityPage"},{"children":[],"linkType":"EXTERNAL","id":"external-link","url":"/Directory","target":"SELF"},{"children":[{"linkType":"INTERNAL","id":"microsoft365","params":{"categoryId":"microsoft365"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"windows","params":{"categoryId":"Windows"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"Common-microsoft365-copilot-link","params":{"categoryId":"Microsoft365Copilot"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"microsoft-teams","params":{"categoryId":"MicrosoftTeams"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"microsoft-securityand-compliance","params":{"categoryId":"microsoft-security"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"azure","params":{"categoryId":"Azure"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"Common-content_management-link","params":{"categoryId":"Content_Management"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"exchange","params":{"categoryId":"Exchange"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"windows-server","params":{"categoryId":"Windows-Server"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"outlook","params":{"categoryId":"Outlook"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"microsoft-endpoint-manager","params":{"categoryId":"microsoftintune"},"routeName":"CategoryPage"},{"linkType":"EXTERNAL","id":"external-link-2","url":"/Directory","target":"SELF"}],"linkType":"EXTERNAL","id":"communities","url":"/","target":"BLANK"},{"children":[{"linkType":"INTERNAL","id":"a-i","params":{"categoryId":"AI"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"education-sector","params":{"categoryId":"EducationSector"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"partner-community","params":{"categoryId":"PartnerCommunity"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"i-t-ops-talk","params":{"categoryId":"ITOpsTalk"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"healthcare-and-life-sciences","params":{"categoryId":"HealthcareAndLifeSciences"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"microsoft-mechanics","params":{"categoryId":"MicrosoftMechanics"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"public-sector","params":{"categoryId":"PublicSector"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"s-m-b","params":{"categoryId":"MicrosoftforNonprofits"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"io-t","params":{"categoryId":"IoT"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"startupsat-microsoft","params":{"categoryId":"StartupsatMicrosoft"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"driving-adoption","params":{"categoryId":"DrivingAdoption"},"routeName":"CategoryPage"},{"linkType":"EXTERNAL","id":"external-link-1","url":"/Directory","target":"SELF"}],"linkType":"EXTERNAL","id":"communities-1","url":"/","target":"SELF"},{"children":[],"linkType":"EXTERNAL","id":"external","url":"/Blogs","target":"SELF"},{"children":[],"linkType":"EXTERNAL","id":"external-1","url":"/Events","target":"SELF"},{"children":[{"linkType":"INTERNAL","id":"microsoft-learn-1","params":{"categoryId":"MicrosoftLearn"},"routeName":"CategoryPage"},{"linkType":"INTERNAL","id":"microsoft-learn-blog","params":{"boardId":"MicrosoftLearnBlog","categoryId":"MicrosoftLearn"},"routeName":"BlogBoardPage"},{"linkType":"EXTERNAL","id":"external-10","url":"https://learningroomdirectory.microsoft.com/","target":"BLANK"},{"linkType":"EXTERNAL","id":"external-3","url":"https://docs.microsoft.com/learn/dynamics365/?WT.mc_id=techcom_header-webpage-m365","target":"BLANK"},{"linkType":"EXTERNAL","id":"external-4","url":"https://docs.microsoft.com/learn/m365/?wt.mc_id=techcom_header-webpage-m365","target":"BLANK"},{"linkType":"EXTERNAL","id":"external-5","url":"https://docs.microsoft.com/learn/topics/sci/?wt.mc_id=techcom_header-webpage-m365","target":"BLANK"},{"linkType":"EXTERNAL","id":"external-6","url":"https://docs.microsoft.com/learn/powerplatform/?wt.mc_id=techcom_header-webpage-powerplatform","target":"BLANK"},{"linkType":"EXTERNAL","id":"external-7","url":"https://docs.microsoft.com/learn/github/?wt.mc_id=techcom_header-webpage-github","target":"BLANK"},{"linkType":"EXTERNAL","id":"external-8","url":"https://docs.microsoft.com/learn/teams/?wt.mc_id=techcom_header-webpage-teams","target":"BLANK"},{"linkType":"EXTERNAL","id":"external-9","url":"https://docs.microsoft.com/learn/dotnet/?wt.mc_id=techcom_header-webpage-dotnet","target":"BLANK"},{"linkType":"EXTERNAL","id":"external-2","url":"https://docs.microsoft.com/learn/azure/?WT.mc_id=techcom_header-webpage-m365","target":"BLANK"}],"linkType":"INTERNAL","id":"microsoft-learn","params":{"categoryId":"MicrosoftLearn"},"routeName":"CategoryPage"},{"children":[],"linkType":"INTERNAL","id":"community-info-center","params":{"categoryId":"Community-Info-Center"},"routeName":"CategoryPage"}]},"style":{"boxShadow":"var(--lia-bs-box-shadow-sm)","controllerHighlightColor":"hsla(30, 100%, 50%)","linkFontWeight":"400","dropdownDividerMarginBottom":"10px","hamburgerBorderHover":"none","linkBoxShadowHover":"none","linkFontSize":"14px","backgroundOpacity":0.8,"controllerBorderRadius":"var(--lia-border-radius-50)","hamburgerBgColor":"transparent","hamburgerColor":"var(--lia-nav-controller-icon-color)","linkTextBorderBottom":"none","brandLogoHeight":"30px","linkBgHoverColor":"transparent","linkLetterSpacing":"normal","collapseMenuDividerOpacity":0.16,"dropdownPaddingBottom":"15px","paddingBottom":"15px","dropdownMenuOffset":"2px","hamburgerBgHoverColor":"transparent","borderBottom":"1px solid var(--lia-bs-border-color)","hamburgerBorder":"none","dropdownPaddingX":"10px","brandMarginRightSm":"10px","linkBoxShadow":"none","collapseMenuDividerBg":"var(--lia-nav-link-color)","linkColor":"var(--lia-bs-body-color)","linkJustifyContent":"flex-start","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-body-color)","position":"FIXED","linkBorder":"none","linkTextBorderBottomHover":"2px solid var(--lia-bs-body-color)","brandMarginRight":"30px","hamburgerHoverColor":"var(--lia-nav-controller-icon-color)","linkBorderHover":"none","collapseMenuMarginLeft":"20px","linkFontStyle":"NORMAL","controllerTextHoverColor":"var(--lia-nav-controller-icon-hover-color)","linkPaddingX":"10px","linkPaddingY":"5px","paddingTop":"15px","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)","linkBgColor":"transparent","linkDropdownPaddingX":"var(--lia-nav-link-px)","linkDropdownPaddingY":"9px","controllerIconColor":"var(--lia-bs-body-color)","dropdownDividerMarginTop":"10px","linkGap":"10px","controllerIconHoverColor":"var(--lia-bs-body-color)"},"showSearchIcon":false,"languagePickerStyle":"iconAndLabel"},"__typename":"QuiltComponent"},{"id":"community.widget.breadcrumbWidget","props":{"backgroundColor":"transparent","linkHighlightColor":"var(--lia-bs-primary)","visualEffects":{"showBottomBorder":true},"linkTextColor":"var(--lia-bs-gray-700)"},"__typename":"QuiltComponent"},{"id":"custom.widget.community_banner","props":{"widgetVisibility":"signedInOrAnonymous","useTitle":true,"usePageWidth":false,"useBackground":false,"title":"","lazyLoad":false},"__typename":"QuiltComponent"},{"id":"custom.widget.HeroBanner","props":{"widgetVisibility":"signedInOrAnonymous","usePageWidth":false,"useTitle":true,"cMax_items":3,"useBackground":false,"title":"","lazyLoad":false,"widgetChooser":"custom.widget.HeroBanner"},"__typename":"QuiltComponent"}],"__typename":"QuiltWrapperSection"},"footer":{"backgroundImageProps":{"assetName":null,"backgroundSize":"COVER","backgroundRepeat":"NO_REPEAT","backgroundPosition":"CENTER_CENTER","lastModified":null,"__typename":"BackgroundImageProps"},"backgroundColor":"transparent","items":[{"id":"custom.widget.MicrosoftFooter","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-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/common/ActionFeedback-1745505310141","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},"CachedAsset:component:custom.widget.community_banner-en-1744400828000":{"__typename":"CachedAsset","id":"component:custom.widget.community_banner-en-1744400828000","value":{"component":{"id":"custom.widget.community_banner","template":{"id":"community_banner","markupLanguage":"HANDLEBARS","style":".community-banner {\n a.top-bar.btn {\n top: 0px;\n width: 100%;\n z-index: 999;\n text-align: center;\n left: 0px;\n background: #0068b8;\n color: white;\n padding: 10px 0px;\n display: block;\n box-shadow: none !important;\n border: none !important;\n border-radius: none !important;\n margin: 0px !important;\n font-size: 14px;\n }\n}\n","texts":null,"defaults":{"config":{"applicablePages":[],"description":"community announcement text","fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[],"__typename":"ComponentProperties"},"components":[{"id":"custom.widget.community_banner","form":null,"config":null,"props":[],"__typename":"Component"}],"grouping":"CUSTOM","__typename":"ComponentTemplate"},"properties":{"config":{"applicablePages":[],"description":"community announcement text","fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[],"__typename":"ComponentProperties"},"form":null,"__typename":"Component","localOverride":false},"globalCss":{"css":".custom_widget_community_banner_community-banner_1x9u2_1 {\n a.custom_widget_community_banner_top-bar_1x9u2_2.custom_widget_community_banner_btn_1x9u2_2 {\n top: 0;\n width: 100%;\n z-index: 999;\n text-align: center;\n left: 0;\n background: #0068b8;\n color: white;\n padding: 0.625rem 0;\n display: block;\n box-shadow: none !important;\n border: none !important;\n border-radius: none !important;\n margin: 0 !important;\n font-size: 0.875rem;\n }\n}\n","tokens":{"community-banner":"custom_widget_community_banner_community-banner_1x9u2_1","top-bar":"custom_widget_community_banner_top-bar_1x9u2_2","btn":"custom_widget_community_banner_btn_1x9u2_2"}},"form":null},"localOverride":false},"CachedAsset:component:custom.widget.HeroBanner-en-1744400828000":{"__typename":"CachedAsset","id":"component:custom.widget.HeroBanner-en-1744400828000","value":{"component":{"id":"custom.widget.HeroBanner","template":{"id":"HeroBanner","markupLanguage":"REACT","style":null,"texts":{"searchPlaceholderText":"Search this community","followActionText":"Follow","unfollowActionText":"Following","searchOnHoverText":"Please enter your search term(s) and then press return key to complete a search.","blogs.sidebar.pagetitle":"Latest Blogs | Microsoft Tech Community","followThisNode":"Follow this node","unfollowThisNode":"Unfollow this node"},"defaults":{"config":{"applicablePages":[],"description":null,"fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[{"id":"max_items","dataType":"NUMBER","list":false,"defaultValue":"3","label":"Max Items","description":"The maximum number of items to display in the carousel","possibleValues":null,"control":"INPUT","__typename":"PropDefinition"}],"__typename":"ComponentProperties"},"components":[{"id":"custom.widget.HeroBanner","form":{"fields":[{"id":"widgetChooser","validation":null,"noValidation":null,"dataType":"STRING","list":null,"control":null,"defaultValue":null,"label":null,"description":null,"possibleValues":null,"__typename":"FormField"},{"id":"title","validation":null,"noValidation":null,"dataType":"STRING","list":null,"control":null,"defaultValue":null,"label":null,"description":null,"possibleValues":null,"__typename":"FormField"},{"id":"useTitle","validation":null,"noValidation":null,"dataType":"BOOLEAN","list":null,"control":null,"defaultValue":null,"label":null,"description":null,"possibleValues":null,"__typename":"FormField"},{"id":"useBackground","validation":null,"noValidation":null,"dataType":"BOOLEAN","list":null,"control":null,"defaultValue":null,"label":null,"description":null,"possibleValues":null,"__typename":"FormField"},{"id":"widgetVisibility","validation":null,"noValidation":null,"dataType":"STRING","list":null,"control":null,"defaultValue":null,"label":null,"description":null,"possibleValues":null,"__typename":"FormField"},{"id":"moreOptions","validation":null,"noValidation":null,"dataType":"STRING","list":null,"control":null,"defaultValue":null,"label":null,"description":null,"possibleValues":null,"__typename":"FormField"},{"id":"cMax_items","validation":null,"noValidation":null,"dataType":"NUMBER","list":false,"control":"INPUT","defaultValue":"3","label":"Max Items","description":"The maximum number of items to display in the carousel","possibleValues":null,"__typename":"FormField"}],"layout":{"rows":[{"id":"widgetChooserGroup","type":"fieldset","as":null,"items":[{"id":"widgetChooser","className":null,"__typename":"FormFieldRef"}],"props":null,"legend":null,"description":null,"className":null,"viewVariant":null,"toggleState":null,"__typename":"FormFieldset"},{"id":"titleGroup","type":"fieldset","as":null,"items":[{"id":"title","className":null,"__typename":"FormFieldRef"},{"id":"useTitle","className":null,"__typename":"FormFieldRef"}],"props":null,"legend":null,"description":null,"className":null,"viewVariant":null,"toggleState":null,"__typename":"FormFieldset"},{"id":"useBackground","type":"fieldset","as":null,"items":[{"id":"useBackground","className":null,"__typename":"FormFieldRef"}],"props":null,"legend":null,"description":null,"className":null,"viewVariant":null,"toggleState":null,"__typename":"FormFieldset"},{"id":"widgetVisibility","type":"fieldset","as":null,"items":[{"id":"widgetVisibility","className":null,"__typename":"FormFieldRef"}],"props":null,"legend":null,"description":null,"className":null,"viewVariant":null,"toggleState":null,"__typename":"FormFieldset"},{"id":"moreOptionsGroup","type":"fieldset","as":null,"items":[{"id":"moreOptions","className":null,"__typename":"FormFieldRef"}],"props":null,"legend":null,"description":null,"className":null,"viewVariant":null,"toggleState":null,"__typename":"FormFieldset"},{"id":"componentPropsGroup","type":"fieldset","as":null,"items":[{"id":"cMax_items","className":null,"__typename":"FormFieldRef"}],"props":null,"legend":null,"description":null,"className":null,"viewVariant":null,"toggleState":null,"__typename":"FormFieldset"}],"actionButtons":null,"className":"custom_widget_HeroBanner_form","formGroupFieldSeparator":"divider","__typename":"FormLayout"},"__typename":"Form"},"config":null,"props":[],"__typename":"Component"}],"grouping":"CUSTOM","__typename":"ComponentTemplate"},"properties":{"config":{"applicablePages":[],"description":null,"fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[{"id":"max_items","dataType":"NUMBER","list":false,"defaultValue":"3","label":"Max Items","description":"The maximum number of items to display in the carousel","possibleValues":null,"control":"INPUT","__typename":"PropDefinition"}],"__typename":"ComponentProperties"},"form":{"fields":[{"id":"widgetChooser","validation":null,"noValidation":null,"dataType":"STRING","list":null,"control":null,"defaultValue":null,"label":null,"description":null,"possibleValues":null,"__typename":"FormField"},{"id":"title","validation":null,"noValidation":null,"dataType":"STRING","list":null,"control":null,"defaultValue":null,"label":null,"description":null,"possibleValues":null,"__typename":"FormField"},{"id":"useTitle","validation":null,"noValidation":null,"dataType":"BOOLEAN","list":null,"control":null,"defaultValue":null,"label":null,"description":null,"possibleValues":null,"__typename":"FormField"},{"id":"useBackground","validation":null,"noValidation":null,"dataType":"BOOLEAN","list":null,"control":null,"defaultValue":null,"label":null,"description":null,"possibleValues":null,"__typename":"FormField"},{"id":"widgetVisibility","validation":null,"noValidation":null,"dataType":"STRING","list":null,"control":null,"defaultValue":null,"label":null,"description":null,"possibleValues":null,"__typename":"FormField"},{"id":"moreOptions","validation":null,"noValidation":null,"dataType":"STRING","list":null,"control":null,"defaultValue":null,"label":null,"description":null,"possibleValues":null,"__typename":"FormField"},{"id":"cMax_items","validation":null,"noValidation":null,"dataType":"NUMBER","list":false,"control":"INPUT","defaultValue":"3","label":"Max Items","description":"The maximum number of items to display in the carousel","possibleValues":null,"__typename":"FormField"}],"layout":{"rows":[{"id":"widgetChooserGroup","type":"fieldset","as":null,"items":[{"id":"widgetChooser","className":null,"__typename":"FormFieldRef"}],"props":null,"legend":null,"description":null,"className":null,"viewVariant":null,"toggleState":null,"__typename":"FormFieldset"},{"id":"titleGroup","type":"fieldset","as":null,"items":[{"id":"title","className":null,"__typename":"FormFieldRef"},{"id":"useTitle","className":null,"__typename":"FormFieldRef"}],"props":null,"legend":null,"description":null,"className":null,"viewVariant":null,"toggleState":null,"__typename":"FormFieldset"},{"id":"useBackground","type":"fieldset","as":null,"items":[{"id":"useBackground","className":null,"__typename":"FormFieldRef"}],"props":null,"legend":null,"description":null,"className":null,"viewVariant":null,"toggleState":null,"__typename":"FormFieldset"},{"id":"widgetVisibility","type":"fieldset","as":null,"items":[{"id":"widgetVisibility","className":null,"__typename":"FormFieldRef"}],"props":null,"legend":null,"description":null,"className":null,"viewVariant":null,"toggleState":null,"__typename":"FormFieldset"},{"id":"moreOptionsGroup","type":"fieldset","as":null,"items":[{"id":"moreOptions","className":null,"__typename":"FormFieldRef"}],"props":null,"legend":null,"description":null,"className":null,"viewVariant":null,"toggleState":null,"__typename":"FormFieldset"},{"id":"componentPropsGroup","type":"fieldset","as":null,"items":[{"id":"cMax_items","className":null,"__typename":"FormFieldRef"}],"props":null,"legend":null,"description":null,"className":null,"viewVariant":null,"toggleState":null,"__typename":"FormFieldset"}],"actionButtons":null,"className":"custom_widget_HeroBanner_form","formGroupFieldSeparator":"divider","__typename":"FormLayout"},"__typename":"Form"},"__typename":"Component","localOverride":false},"globalCss":null,"form":{"fields":[{"id":"widgetChooser","validation":null,"noValidation":null,"dataType":"STRING","list":null,"control":null,"defaultValue":null,"label":null,"description":null,"possibleValues":null,"__typename":"FormField"},{"id":"title","validation":null,"noValidation":null,"dataType":"STRING","list":null,"control":null,"defaultValue":null,"label":null,"description":null,"possibleValues":null,"__typename":"FormField"},{"id":"useTitle","validation":null,"noValidation":null,"dataType":"BOOLEAN","list":null,"control":null,"defaultValue":null,"label":null,"description":null,"possibleValues":null,"__typename":"FormField"},{"id":"useBackground","validation":null,"noValidation":null,"dataType":"BOOLEAN","list":null,"control":null,"defaultValue":null,"label":null,"description":null,"possibleValues":null,"__typename":"FormField"},{"id":"widgetVisibility","validation":null,"noValidation":null,"dataType":"STRING","list":null,"control":null,"defaultValue":null,"label":null,"description":null,"possibleValues":null,"__typename":"FormField"},{"id":"moreOptions","validation":null,"noValidation":null,"dataType":"STRING","list":null,"control":null,"defaultValue":null,"label":null,"description":null,"possibleValues":null,"__typename":"FormField"},{"id":"cMax_items","validation":null,"noValidation":null,"dataType":"NUMBER","list":false,"control":"INPUT","defaultValue":"3","label":"Max Items","description":"The maximum number of items to display in the carousel","possibleValues":null,"__typename":"FormField"}],"layout":{"rows":[{"id":"widgetChooserGroup","type":"fieldset","as":null,"items":[{"id":"widgetChooser","className":null,"__typename":"FormFieldRef"}],"props":null,"legend":null,"description":null,"className":null,"viewVariant":null,"toggleState":null,"__typename":"FormFieldset"},{"id":"titleGroup","type":"fieldset","as":null,"items":[{"id":"title","className":null,"__typename":"FormFieldRef"},{"id":"useTitle","className":null,"__typename":"FormFieldRef"}],"props":null,"legend":null,"description":null,"className":null,"viewVariant":null,"toggleState":null,"__typename":"FormFieldset"},{"id":"useBackground","type":"fieldset","as":null,"items":[{"id":"useBackground","className":null,"__typename":"FormFieldRef"}],"props":null,"legend":null,"description":null,"className":null,"viewVariant":null,"toggleState":null,"__typename":"FormFieldset"},{"id":"widgetVisibility","type":"fieldset","as":null,"items":[{"id":"widgetVisibility","className":null,"__typename":"FormFieldRef"}],"props":null,"legend":null,"description":null,"className":null,"viewVariant":null,"toggleState":null,"__typename":"FormFieldset"},{"id":"moreOptionsGroup","type":"fieldset","as":null,"items":[{"id":"moreOptions","className":null,"__typename":"FormFieldRef"}],"props":null,"legend":null,"description":null,"className":null,"viewVariant":null,"toggleState":null,"__typename":"FormFieldset"},{"id":"componentPropsGroup","type":"fieldset","as":null,"items":[{"id":"cMax_items","className":null,"__typename":"FormFieldRef"}],"props":null,"legend":null,"description":null,"className":null,"viewVariant":null,"toggleState":null,"__typename":"FormFieldset"}],"actionButtons":null,"className":"custom_widget_HeroBanner_form","formGroupFieldSeparator":"divider","__typename":"FormLayout"},"__typename":"Form"}},"localOverride":false},"CachedAsset:component:custom.widget.Featured_Resources-en-1744400828000":{"__typename":"CachedAsset","id":"component:custom.widget.Featured_Resources-en-1744400828000","value":{"component":{"id":"custom.widget.Featured_Resources","template":{"id":"Featured_Resources","markupLanguage":"REACT","style":null,"texts":{"resourceTitle":"Title","titlePlaceholder":"Resource title","urlPlaceholder":"Resource URL","resourceUrl":"URL","addResource":"Add Resource","cancel":"Cancel","removeResource":"Remove Resource","error":"Error","itemNotSaved":"Item not saved. {message}","errorMessage":"An error occurred. Please try again."},"defaults":{"config":{"applicablePages":[],"description":null,"fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[],"__typename":"ComponentProperties"},"components":[{"id":"custom.widget.Featured_Resources","form":null,"config":null,"props":[],"__typename":"Component"}],"grouping":"CUSTOM","__typename":"ComponentTemplate"},"properties":{"config":{"applicablePages":[],"description":null,"fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[],"__typename":"ComponentProperties"},"form":null,"__typename":"Component","localOverride":false},"globalCss":null,"form":null},"localOverride":false},"CachedAsset:component:custom.widget.MicrosoftFooter-en-1744400828000":{"__typename":"CachedAsset","id":"component:custom.widget.MicrosoftFooter-en-1744400828000","value":{"component":{"id":"custom.widget.MicrosoftFooter","template":{"id":"MicrosoftFooter","markupLanguage":"HANDLEBARS","style":".context-uhf {\n min-width: 280px;\n font-size: 15px;\n box-sizing: border-box;\n -ms-text-size-adjust: 100%;\n -webkit-text-size-adjust: 100%;\n & *,\n & *:before,\n & *:after {\n box-sizing: inherit;\n }\n a.c-uhff-link {\n color: #616161;\n word-break: break-word;\n text-decoration: none;\n }\n &a:link,\n &a:focus,\n &a:hover,\n &a:active,\n &a:visited {\n text-decoration: none;\n color: inherit;\n }\n & div {\n font-family: 'Segoe UI', SegoeUI, 'Helvetica Neue', Helvetica, Arial, sans-serif;\n }\n}\n.c-uhff {\n background: #f2f2f2;\n margin: -1.5625;\n width: auto;\n height: auto;\n}\n.c-uhff-nav {\n margin: 0 auto;\n max-width: calc(1600px + 10%);\n padding: 0 5%;\n box-sizing: inherit;\n &:before,\n &:after {\n content: ' ';\n display: table;\n clear: left;\n }\n @media only screen and (max-width: 1083px) {\n padding-left: 12px;\n }\n .c-heading-4 {\n color: #616161;\n word-break: break-word;\n font-size: 15px;\n line-height: 20px;\n padding: 36px 0 4px;\n font-weight: 600;\n }\n .c-uhff-nav-row {\n .c-uhff-nav-group {\n display: block;\n float: left;\n min-height: 1px;\n vertical-align: text-top;\n padding: 0 12px;\n width: 100%;\n zoom: 1;\n &:first-child {\n padding-left: 0;\n @media only screen and (max-width: 1083px) {\n padding-left: 12px;\n }\n }\n @media only screen and (min-width: 540px) and (max-width: 1082px) {\n width: 33.33333%;\n }\n @media only screen and (min-width: 1083px) {\n width: 16.6666666667%;\n }\n ul.c-list.f-bare {\n font-size: 11px;\n line-height: 16px;\n margin-top: 0;\n margin-bottom: 0;\n padding-left: 0;\n list-style-type: none;\n li {\n word-break: break-word;\n padding: 8px 0;\n margin: 0;\n }\n }\n }\n }\n}\n.c-uhff-base {\n background: #f2f2f2;\n margin: 0 auto;\n max-width: calc(1600px + 10%);\n padding: 30px 5% 16px;\n &:before,\n &:after {\n content: ' ';\n display: table;\n }\n &:after {\n clear: both;\n }\n a.c-uhff-ccpa {\n font-size: 11px;\n line-height: 16px;\n float: left;\n margin: 3px 0;\n }\n a.c-uhff-ccpa:hover {\n text-decoration: underline;\n }\n ul.c-list {\n font-size: 11px;\n line-height: 16px;\n float: right;\n margin: 3px 0;\n color: #616161;\n li {\n padding: 0 24px 4px 0;\n display: inline-block;\n }\n }\n .c-list.f-bare {\n padding-left: 0;\n list-style-type: none;\n }\n @media only screen and (max-width: 1083px) {\n display: flex;\n flex-wrap: wrap;\n padding: 30px 24px 16px;\n }\n}\n\n.social-share {\n position: fixed;\n top: 60%;\n transform: translateY(-50%);\n left: 0;\n z-index: 1000;\n}\n\n.sharing-options {\n list-style: none;\n padding: 0;\n margin: 0;\n display: block;\n flex-direction: column;\n background-color: white;\n width: 43px;\n border-radius: 0px 7px 7px 0px;\n}\n.linkedin-icon {\n border-top-right-radius: 7px;\n}\n.linkedin-icon:hover {\n border-radius: 0;\n}\n.social-share-rss-image {\n border-bottom-right-radius: 7px;\n}\n.social-share-rss-image:hover {\n border-radius: 0;\n}\n\n.social-link-footer {\n position: relative;\n display: block;\n margin: -2px 0;\n transition: all 0.2s ease;\n}\n.social-link-footer:hover .linkedin-icon {\n border-radius: 0;\n}\n.social-link-footer:hover .social-share-rss-image {\n border-radius: 0;\n}\n\n.social-link-footer img {\n width: 40px;\n height: auto;\n transition: filter 0.3s ease;\n}\n\n.social-share-list {\n width: 40px;\n}\n.social-share-rss-image {\n width: 40px;\n}\n\n.share-icon {\n border: 2px solid transparent;\n display: inline-block;\n position: relative;\n}\n\n.share-icon:hover {\n opacity: 1;\n border: 2px solid white;\n box-sizing: border-box;\n}\n\n.share-icon:hover .label {\n opacity: 1;\n visibility: visible;\n border: 2px solid white;\n box-sizing: border-box;\n border-left: none;\n}\n\n.label {\n position: absolute;\n left: 100%;\n white-space: nowrap;\n opacity: 0;\n visibility: hidden;\n transition: all 0.2s ease;\n color: white;\n border-radius: 0 10 0 10px;\n top: 50%;\n transform: translateY(-50%);\n height: 40px;\n border-radius: 0 6px 6px 0;\n display: flex;\n align-items: center;\n justify-content: center;\n padding: 20px 5px 20px 8px;\n margin-left: -1px;\n}\n.linkedin {\n background-color: #0474b4;\n}\n.facebook {\n background-color: #3c5c9c;\n}\n.twitter {\n background-color: white;\n color: black;\n}\n.reddit {\n background-color: #fc4404;\n}\n.mail {\n background-color: #848484;\n}\n.bluesky {\n background-color: white;\n color: black;\n}\n.rss {\n background-color: #ec7b1c;\n}\n#RSS {\n width: 40px;\n height: 40px;\n}\n\n@media (max-width: 991px) {\n .social-share {\n display: none;\n }\n}\n","texts":{"New tab":"What's New","New 1":"Surface Laptop Studio 2","New 2":"Surface Laptop Go 3","New 3":"Surface Pro 9","New 4":"Surface Laptop 5","New 5":"Surface Studio 2+","New 6":"Copilot in Windows","New 7":"Microsoft 365","New 8":"Windows 11 apps","Store tab":"Microsoft Store","Store 1":"Account Profile","Store 2":"Download Center","Store 3":"Microsoft Store Support","Store 4":"Returns","Store 5":"Order tracking","Store 6":"Certified Refurbished","Store 7":"Microsoft Store Promise","Store 8":"Flexible Payments","Education tab":"Education","Edu 1":"Microsoft in education","Edu 2":"Devices for education","Edu 3":"Microsoft Teams for Education","Edu 4":"Microsoft 365 Education","Edu 5":"How to buy for your school","Edu 6":"Educator Training and development","Edu 7":"Deals for students and parents","Edu 8":"Azure for students","Business tab":"Business","Bus 1":"Microsoft Cloud","Bus 2":"Microsoft Security","Bus 3":"Dynamics 365","Bus 4":"Microsoft 365","Bus 5":"Microsoft Power Platform","Bus 6":"Microsoft Teams","Bus 7":"Microsoft Industry","Bus 8":"Small Business","Developer tab":"Developer & IT","Dev 1":"Azure","Dev 2":"Developer Center","Dev 3":"Documentation","Dev 4":"Microsoft Learn","Dev 5":"Microsoft Tech Community","Dev 6":"Azure Marketplace","Dev 7":"AppSource","Dev 8":"Visual Studio","Company tab":"Company","Com 1":"Careers","Com 2":"About Microsoft","Com 3":"Company News","Com 4":"Privacy at Microsoft","Com 5":"Investors","Com 6":"Diversity and inclusion","Com 7":"Accessiblity","Com 8":"Sustainibility"},"defaults":{"config":{"applicablePages":[],"description":"The Microsoft Footer","fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[],"__typename":"ComponentProperties"},"components":[{"id":"custom.widget.MicrosoftFooter","form":null,"config":null,"props":[],"__typename":"Component"}],"grouping":"CUSTOM","__typename":"ComponentTemplate"},"properties":{"config":{"applicablePages":[],"description":"The Microsoft Footer","fetchedContent":null,"__typename":"ComponentConfiguration"},"props":[],"__typename":"ComponentProperties"},"form":null,"__typename":"Component","localOverride":false},"globalCss":{"css":".custom_widget_MicrosoftFooter_context-uhf_105bp_1 {\n min-width: 17.5rem;\n font-size: 0.9375rem;\n box-sizing: border-box;\n -ms-text-size-adjust: 100%;\n -webkit-text-size-adjust: 100%;\n & *,\n & *:before,\n & *:after {\n box-sizing: inherit;\n }\n a.custom_widget_MicrosoftFooter_c-uhff-link_105bp_12 {\n color: #616161;\n word-break: break-word;\n text-decoration: none;\n }\n &a:link,\n &a:focus,\n &a:hover,\n &a:active,\n &a:visited {\n text-decoration: none;\n color: inherit;\n }\n & div {\n font-family: 'Segoe UI', SegoeUI, 'Helvetica Neue', Helvetica, Arial, sans-serif;\n }\n}\n.custom_widget_MicrosoftFooter_c-uhff_105bp_12 {\n background: #f2f2f2;\n margin: -1.5625;\n width: auto;\n height: auto;\n}\n.custom_widget_MicrosoftFooter_c-uhff-nav_105bp_35 {\n margin: 0 auto;\n max-width: calc(100rem + 10%);\n padding: 0 5%;\n box-sizing: inherit;\n &:before,\n &:after {\n content: ' ';\n display: table;\n clear: left;\n }\n @media only screen and (max-width: 1083px) {\n padding-left: 0.75rem;\n }\n .custom_widget_MicrosoftFooter_c-heading-4_105bp_49 {\n color: #616161;\n word-break: break-word;\n font-size: 0.9375rem;\n line-height: 1.25rem;\n padding: 2.25rem 0 0.25rem;\n font-weight: 600;\n }\n .custom_widget_MicrosoftFooter_c-uhff-nav-row_105bp_57 {\n .custom_widget_MicrosoftFooter_c-uhff-nav-group_105bp_58 {\n display: block;\n float: left;\n min-height: 0.0625rem;\n vertical-align: text-top;\n padding: 0 0.75rem;\n width: 100%;\n zoom: 1;\n &:first-child {\n padding-left: 0;\n @media only screen and (max-width: 1083px) {\n padding-left: 0.75rem;\n }\n }\n @media only screen and (min-width: 540px) and (max-width: 1082px) {\n width: 33.33333%;\n }\n @media only screen and (min-width: 1083px) {\n width: 16.6666666667%;\n }\n ul.custom_widget_MicrosoftFooter_c-list_105bp_78.custom_widget_MicrosoftFooter_f-bare_105bp_78 {\n font-size: 0.6875rem;\n line-height: 1rem;\n margin-top: 0;\n margin-bottom: 0;\n padding-left: 0;\n list-style-type: none;\n li {\n word-break: break-word;\n padding: 0.5rem 0;\n margin: 0;\n }\n }\n }\n }\n}\n.custom_widget_MicrosoftFooter_c-uhff-base_105bp_94 {\n background: #f2f2f2;\n margin: 0 auto;\n max-width: calc(100rem + 10%);\n padding: 1.875rem 5% 1rem;\n &:before,\n &:after {\n content: ' ';\n display: table;\n }\n &:after {\n clear: both;\n }\n a.custom_widget_MicrosoftFooter_c-uhff-ccpa_105bp_107 {\n font-size: 0.6875rem;\n line-height: 1rem;\n float: left;\n margin: 0.1875rem 0;\n }\n a.custom_widget_MicrosoftFooter_c-uhff-ccpa_105bp_107:hover {\n text-decoration: underline;\n }\n ul.custom_widget_MicrosoftFooter_c-list_105bp_78 {\n font-size: 0.6875rem;\n line-height: 1rem;\n float: right;\n margin: 0.1875rem 0;\n color: #616161;\n li {\n padding: 0 1.5rem 0.25rem 0;\n display: inline-block;\n }\n }\n .custom_widget_MicrosoftFooter_c-list_105bp_78.custom_widget_MicrosoftFooter_f-bare_105bp_78 {\n padding-left: 0;\n list-style-type: none;\n }\n @media only screen and (max-width: 1083px) {\n display: flex;\n flex-wrap: wrap;\n padding: 1.875rem 1.5rem 1rem;\n }\n}\n.custom_widget_MicrosoftFooter_social-share_105bp_138 {\n position: fixed;\n top: 60%;\n transform: translateY(-50%);\n left: 0;\n z-index: 1000;\n}\n.custom_widget_MicrosoftFooter_sharing-options_105bp_146 {\n list-style: none;\n padding: 0;\n margin: 0;\n display: block;\n flex-direction: column;\n background-color: white;\n width: 2.6875rem;\n border-radius: 0 0.4375rem 0.4375rem 0;\n}\n.custom_widget_MicrosoftFooter_linkedin-icon_105bp_156 {\n border-top-right-radius: 7px;\n}\n.custom_widget_MicrosoftFooter_linkedin-icon_105bp_156:hover {\n border-radius: 0;\n}\n.custom_widget_MicrosoftFooter_social-share-rss-image_105bp_162 {\n border-bottom-right-radius: 7px;\n}\n.custom_widget_MicrosoftFooter_social-share-rss-image_105bp_162:hover {\n border-radius: 0;\n}\n.custom_widget_MicrosoftFooter_social-link-footer_105bp_169 {\n position: relative;\n display: block;\n margin: -0.125rem 0;\n transition: all 0.2s ease;\n}\n.custom_widget_MicrosoftFooter_social-link-footer_105bp_169:hover .custom_widget_MicrosoftFooter_linkedin-icon_105bp_156 {\n border-radius: 0;\n}\n.custom_widget_MicrosoftFooter_social-link-footer_105bp_169:hover .custom_widget_MicrosoftFooter_social-share-rss-image_105bp_162 {\n border-radius: 0;\n}\n.custom_widget_MicrosoftFooter_social-link-footer_105bp_169 img {\n width: 2.5rem;\n height: auto;\n transition: filter 0.3s ease;\n}\n.custom_widget_MicrosoftFooter_social-share-list_105bp_188 {\n width: 2.5rem;\n}\n.custom_widget_MicrosoftFooter_social-share-rss-image_105bp_162 {\n width: 2.5rem;\n}\n.custom_widget_MicrosoftFooter_share-icon_105bp_195 {\n border: 2px solid transparent;\n display: inline-block;\n position: relative;\n}\n.custom_widget_MicrosoftFooter_share-icon_105bp_195:hover {\n opacity: 1;\n border: 2px solid white;\n box-sizing: border-box;\n}\n.custom_widget_MicrosoftFooter_share-icon_105bp_195:hover .custom_widget_MicrosoftFooter_label_105bp_207 {\n opacity: 1;\n visibility: visible;\n border: 2px solid white;\n box-sizing: border-box;\n border-left: none;\n}\n.custom_widget_MicrosoftFooter_label_105bp_207 {\n position: absolute;\n left: 100%;\n white-space: nowrap;\n opacity: 0;\n visibility: hidden;\n transition: all 0.2s ease;\n color: white;\n border-radius: 0 10 0 0.625rem;\n top: 50%;\n transform: translateY(-50%);\n height: 2.5rem;\n border-radius: 0 0.375rem 0.375rem 0;\n display: flex;\n align-items: center;\n justify-content: center;\n padding: 1.25rem 0.3125rem 1.25rem 0.5rem;\n margin-left: -0.0625rem;\n}\n.custom_widget_MicrosoftFooter_linkedin_105bp_156 {\n background-color: #0474b4;\n}\n.custom_widget_MicrosoftFooter_facebook_105bp_237 {\n background-color: #3c5c9c;\n}\n.custom_widget_MicrosoftFooter_twitter_105bp_240 {\n background-color: white;\n color: black;\n}\n.custom_widget_MicrosoftFooter_reddit_105bp_244 {\n background-color: #fc4404;\n}\n.custom_widget_MicrosoftFooter_mail_105bp_247 {\n background-color: #848484;\n}\n.custom_widget_MicrosoftFooter_bluesky_105bp_250 {\n background-color: white;\n color: black;\n}\n.custom_widget_MicrosoftFooter_rss_105bp_254 {\n background-color: #ec7b1c;\n}\n#custom_widget_MicrosoftFooter_RSS_105bp_1 {\n width: 2.5rem;\n height: 2.5rem;\n}\n@media (max-width: 991px) {\n .custom_widget_MicrosoftFooter_social-share_105bp_138 {\n display: none;\n }\n}\n","tokens":{"context-uhf":"custom_widget_MicrosoftFooter_context-uhf_105bp_1","c-uhff-link":"custom_widget_MicrosoftFooter_c-uhff-link_105bp_12","c-uhff":"custom_widget_MicrosoftFooter_c-uhff_105bp_12","c-uhff-nav":"custom_widget_MicrosoftFooter_c-uhff-nav_105bp_35","c-heading-4":"custom_widget_MicrosoftFooter_c-heading-4_105bp_49","c-uhff-nav-row":"custom_widget_MicrosoftFooter_c-uhff-nav-row_105bp_57","c-uhff-nav-group":"custom_widget_MicrosoftFooter_c-uhff-nav-group_105bp_58","c-list":"custom_widget_MicrosoftFooter_c-list_105bp_78","f-bare":"custom_widget_MicrosoftFooter_f-bare_105bp_78","c-uhff-base":"custom_widget_MicrosoftFooter_c-uhff-base_105bp_94","c-uhff-ccpa":"custom_widget_MicrosoftFooter_c-uhff-ccpa_105bp_107","social-share":"custom_widget_MicrosoftFooter_social-share_105bp_138","sharing-options":"custom_widget_MicrosoftFooter_sharing-options_105bp_146","linkedin-icon":"custom_widget_MicrosoftFooter_linkedin-icon_105bp_156","social-share-rss-image":"custom_widget_MicrosoftFooter_social-share-rss-image_105bp_162","social-link-footer":"custom_widget_MicrosoftFooter_social-link-footer_105bp_169","social-share-list":"custom_widget_MicrosoftFooter_social-share-list_105bp_188","share-icon":"custom_widget_MicrosoftFooter_share-icon_105bp_195","label":"custom_widget_MicrosoftFooter_label_105bp_207","linkedin":"custom_widget_MicrosoftFooter_linkedin_105bp_156","facebook":"custom_widget_MicrosoftFooter_facebook_105bp_237","twitter":"custom_widget_MicrosoftFooter_twitter_105bp_240","reddit":"custom_widget_MicrosoftFooter_reddit_105bp_244","mail":"custom_widget_MicrosoftFooter_mail_105bp_247","bluesky":"custom_widget_MicrosoftFooter_bluesky_105bp_250","rss":"custom_widget_MicrosoftFooter_rss_105bp_254","RSS":"custom_widget_MicrosoftFooter_RSS_105bp_1"}},"form":null},"localOverride":false},"CachedAsset:text:en_US-components/community/Breadcrumb-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/community/Breadcrumb-1745505310141","value":{"navLabel":"Breadcrumbs","dropdown":"Additional parent page navigation"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageBanner-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageBanner-1745505310141","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},"Category:category:Exchange":{"__typename":"Category","id":"category:Exchange","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:Outlook":{"__typename":"Category","id":"category:Outlook","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:Community-Info-Center":{"__typename":"Category","id":"category:Community-Info-Center","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:EducationSector":{"__typename":"Category","id":"category:EducationSector","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:DrivingAdoption":{"__typename":"Category","id":"category:DrivingAdoption","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:Azure":{"__typename":"Category","id":"category:Azure","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:Windows-Server":{"__typename":"Category","id":"category:Windows-Server","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:MicrosoftTeams":{"__typename":"Category","id":"category:MicrosoftTeams","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:PublicSector":{"__typename":"Category","id":"category:PublicSector","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:IoT":{"__typename":"Category","id":"category:IoT","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:HealthcareAndLifeSciences":{"__typename":"Category","id":"category:HealthcareAndLifeSciences","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:ITOpsTalk":{"__typename":"Category","id":"category:ITOpsTalk","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:MicrosoftLearn":{"__typename":"Category","id":"category:MicrosoftLearn","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Blog:board:MicrosoftLearnBlog":{"__typename":"Blog","id":"board:MicrosoftLearnBlog","blogPolicies":{"__typename":"BlogPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}},"boardPolicies":{"__typename":"BoardPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:AI":{"__typename":"Category","id":"category:AI","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:MicrosoftMechanics":{"__typename":"Category","id":"category:MicrosoftMechanics","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:MicrosoftforNonprofits":{"__typename":"Category","id":"category:MicrosoftforNonprofits","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:StartupsatMicrosoft":{"__typename":"Category","id":"category:StartupsatMicrosoft","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:PartnerCommunity":{"__typename":"Category","id":"category:PartnerCommunity","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:Microsoft365Copilot":{"__typename":"Category","id":"category:Microsoft365Copilot","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:Windows":{"__typename":"Category","id":"category:Windows","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:Content_Management":{"__typename":"Category","id":"category:Content_Management","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:microsoft-security":{"__typename":"Category","id":"category:microsoft-security","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"Category:category:microsoftintune":{"__typename":"Category","id":"category:microsoftintune","categoryPolicies":{"__typename":"CategoryPolicies","canReadNode":{"__typename":"PolicyResult","failureReason":null}}},"QueryVariables:TopicReplyList:message:3786730:9":{"__typename":"QueryVariables","id":"TopicReplyList:message:3786730:9","value":{"id":"message:3786730","first":10,"sorts":{"postTime":{"direction":"DESC"}},"repliesFirst":3,"repliesFirstDepthThree":1,"repliesSorts":{"postTime":{"direction":"DESC"}},"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:text:en_US-components/community/Navbar-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/community/Navbar-1745505310141","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","gxcuf89792":"Tech Community","external-1":"Events","s-m-b":"Nonprofit Community","windows-server":"Windows Server","education-sector":"Education Sector","driving-adoption":"Driving Adoption","Common-content_management-link":"Content Management","microsoft-learn":"Microsoft Learn","s-q-l-server":"Content Management","partner-community":"Microsoft Partner Community","microsoft365":"Microsoft 365","external-9":".NET","external-8":"Teams","external-7":"Github","products-services":"Products","external-6":"Power Platform","communities-1":"Topics","external-5":"Microsoft Security","planner":"Outlook","external-4":"Microsoft 365","external-3":"Dynamics 365","azure":"Azure","healthcare-and-life-sciences":"Healthcare and Life Sciences","external-2":"Azure","microsoft-mechanics":"Microsoft Mechanics","microsoft-learn-1":"Community","external-10":"Learning Room Directory","microsoft-learn-blog":"Blog","windows":"Windows","i-t-ops-talk":"ITOps Talk","external-link-1":"View All","microsoft-securityand-compliance":"Microsoft Security","public-sector":"Public Sector","community-info-center":"Lounge","external-link-2":"View All","microsoft-teams":"Microsoft Teams","external":"Blogs","microsoft-endpoint-manager":"Microsoft Intune","startupsat-microsoft":"Startups at Microsoft","exchange":"Exchange","a-i":"AI and Machine Learning","io-t":"Internet of Things (IoT)","Common-microsoft365-copilot-link":"Microsoft 365 Copilot","outlook":"Microsoft 365 Copilot","external-link":"Community Hubs","communities":"Products"},"localOverride":false},"CachedAsset:text:en_US-components/community/NavbarHamburgerDropdown-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/community/NavbarHamburgerDropdown-1745505310141","value":{"hamburgerLabel":"Side Menu"},"localOverride":false},"CachedAsset:text:en_US-components/community/BrandLogo-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/community/BrandLogo-1745505310141","value":{"logoAlt":"Khoros","themeLogoAlt":"Brand Logo"},"localOverride":false},"CachedAsset:text:en_US-components/community/NavbarTextLinks-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/community/NavbarTextLinks-1745505310141","value":{"more":"More"},"localOverride":false},"CachedAsset:text:en_US-components/authentication/AuthenticationLink-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/authentication/AuthenticationLink-1745505310141","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-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/nodes/NodeLink-1745505310141","value":{"place":"Place {name}"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageView/MessageViewStandard-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageView/MessageViewStandard-1745505310141","value":{"anonymous":"Anonymous","author":"{messageAuthorLogin}","authorBy":"{messageAuthorLogin}","board":"{messageBoardTitle}","replyToUser":" to {parentAuthor}","showMoreReplies":"Show More","replyText":"Reply","repliesText":"Replies","markedAsSolved":"Marked as Solved","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-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/messages/ThreadedReplyList-1745505310141","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-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageReplyCallToAction-1745505310141","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},"Rank:rank:32":{"__typename":"Rank","id":"rank:32","position":13,"name":"Silver Contributor","color":"333333","icon":null,"rankStyle":"TEXT"},"User:user:214174":{"__typename":"User","id":"user:214174","uid":214174,"login":"PeterBartholomew1","biography":null,"registrationData":{"__typename":"RegistrationData","status":null,"registrationTime":"2018-09-26T09:46:14.179-07:00"},"deleted":false,"email":"","avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/dS0yMTQxNzQtMzY2MzA1aUI3OUMwMDM2QUQ1QkJEOUM"},"rank":{"__ref":"Rank:rank:32"},"entityType":"USER","eventPath":"community:gxcuf89792/user:214174"},"ModerationData:moderation_data:3786960":{"__typename":"ModerationData","id":"moderation_data:3786960","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"AcceptedSolutionMessage:message:3786960":{"__typename":"AcceptedSolutionMessage","uid":3786960,"id":"message:3786960","revisionNum":1,"author":{"__ref":"User:user:214174"},"readOnly":false,"repliesCount":8,"depth":1,"hasGivenKudo":false,"subscribed":false,"board":{"__ref":"Forum:board:ExcelGeneral"},"parent":{"__ref":"ForumTopicMessage:message:3786730"},"conversation":{"__ref":"Conversation:conversation:3786730"},"subject":"Re: Efficient approach to generate list of combinations with no repetition","moderationData":{"__ref":"ModerationData:moderation_data:3786960"},"body":"
","body@stripHtml({\"removeProcessingText\":false,\"removeSpoilerMarkup\":false,\"removeTocMarkup\":false,\"truncateLength\":200})@stringLength":"208","kudosSumWeight":2,"postTime":"2023-04-04T02:47:03.487-07:00","lastPublishTime":"2023-04-04T02:47:03.487-07:00","solution":true,"metrics":{"__typename":"MessageMetrics","views":12775},"visibilityScope":"PUBLIC","placeholder":false,"originalMessageForPlaceholder":null,"isEscalated":null,"entityType":"FORUM_REPLY","eventPath":"category:microsoft365/category:products-services/category:communities/community:gxcuf89792board:ExcelGeneral/message:3786730/message:3786960","replies":{"__typename":"MessageConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[{"__typename":"MessageEdge","cursor":"MjUuMXwyLjF8aXwzfDEzMjowfGludCwzNzg3MTAxLDM3ODcxMDE","node":{"__ref":"ForumReplyMessage:message:3787101"}}]},"body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":200})@stringLength":"208","images":{"__typename":"AssociatedImageConnection","edges":[{"__typename":"AssociatedImageEdge","cursor":"MjUuMXwyLjF8b3wyNXxfTlZffDE","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS0zNzg2OTYwLTQ1NzMzOWk3NjFCREU1RDE1NEU3MkJG?revision=1\"}"}}],"totalCount":1,"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":[{"__typename":"AttachmentEdge","cursor":"MjUuMXwyLjF8b3w1fF9OVl98MQ","node":{"__ref":"Attachment:{\"id\":\"attachment:message3786960AttachmentNumber1\",\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/attachments/gxcuf89792/ExcelGeneral/187366/1/Combinations.xlsx\"}"}}]},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"customFields":[]},"ModerationData:moderation_data:3787101":{"__typename":"ModerationData","id":"moderation_data:3787101","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"ForumReplyMessage:message:3787101":{"__typename":"ForumReplyMessage","uid":3787101,"id":"message:3787101","revisionNum":4,"author":{"__ref":"User:user:276955"},"readOnly":false,"repliesCount":7,"depth":2,"hasGivenKudo":false,"subscribed":false,"board":{"__ref":"Forum:board:ExcelGeneral"},"parent":{"__ref":"AcceptedSolutionMessage:message:3786960"},"conversation":{"__ref":"Conversation:conversation:3786730"},"subject":"Re: Efficient approach to generate list of combinations with no repetition","moderationData":{"__ref":"ModerationData:moderation_data:3787101"},"body":"
PeterBartholomew1 thanks great solution too! I adapted it to be able to return not just 0,1 values, but the actual values of the x-array. I combined it with COMBIN.SETE I provided in the UPDATE section of my question as follows:
COMBIN.SETPB = LAMBDA(x, m, LET(\n y, TOROW(x),\n n, COLUMNS(y),\n k, 2 ^ SEQUENCE(1, n, 0),\n h, SEQUENCE(2 ^ n),\n p, SIGN(BITAND(h, k)),\n f, BYROW(p, LAMBDA(p, SUM(p))) = m,\n z, IF(FILTER(p, f), y, NA()),\n WRAPROWS(TOCOL(z, 2), m)))
since it has been proven the most efficient way so far to convert 0,1 values to x-array.
Note: I guess you are using Advanced Formula Environment Add-ins, defining the formula via the Names tab, I converted it to a LAMBDA function, so it can be defined in the Module tab.
I tested for n=19, m=10, for the input array set:
SEQUENCE(,B1,10,10)
I run it several times and in all cases > 4secs. I defined the following performance function:
maybe you have in mind a more efficient way to do the mapping from 0,1 values to x-array values, so we can improve your approach.
Note: Since it is based on a binary function BITAND which has a limit, the maximum number to represent is (2^48)-1, therefore m <= 48.
Thanks
","body@stripHtml({\"removeProcessingText\":false,\"removeSpoilerMarkup\":false,\"removeTocMarkup\":false,\"truncateLength\":200})@stringLength":"208","kudosSumWeight":0,"postTime":"2023-04-04T06:15:11.329-07:00","lastPublishTime":"2023-04-04T08:52:17.361-07:00","metrics":{"__typename":"MessageMetrics","views":12658},"visibilityScope":"PUBLIC","placeholder":false,"originalMessageForPlaceholder":null,"isEscalated":null,"solution":false,"entityType":"FORUM_REPLY","eventPath":"category:microsoft365/category:products-services/category:communities/community:gxcuf89792board:ExcelGeneral/message:3786730/message:3787101","replies":{"__typename":"MessageConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[{"__typename":"MessageEdge","cursor":"MjUuMXwyLjF8aXwxfDEzMjowfGludCwzNzg3MTM3LDM3ODcxMzc","node":{"__ref":"ForumReplyMessage:message:3787137"}}]},"customFields":[],"attachments":{"__typename":"AttachmentConnection","edges":[],"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"ModerationData:moderation_data:3787137":{"__typename":"ModerationData","id":"moderation_data:3787137","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"ForumReplyMessage:message:3787137":{"__typename":"ForumReplyMessage","author":{"__ref":"User:user:276955"},"id":"message:3787137","revisionNum":2,"uid":3787137,"depth":3,"hasGivenKudo":false,"subscribed":false,"board":{"__ref":"Forum:board:ExcelGeneral"},"parent":{"__ref":"ForumReplyMessage:message:3787101"},"conversation":{"__ref":"Conversation:conversation:3786730"},"subject":"Re: Efficient approach to generate list of combinations with no repetition","moderationData":{"__ref":"ModerationData:moderation_data:3787137"},"body":"
PeterBartholomew1to be fair, I tested it under the same conditions on an Excel desktop, and your solution takes less than 2secs. COMBIN.SETE around 2.2 secs. All previous tests I ran using the free version of Excel Web, I don't know why I am getting different results on each Excel version, maybe they have a different implementation of the underlying functions used, or I would need to do more stress tests. The thing is that for n=20, m=10 around 184K combinations, both solutions don't return the result after waiting several minutes.
","body@stripHtml({\"removeProcessingText\":false,\"removeSpoilerMarkup\":false,\"removeTocMarkup\":false,\"truncateLength\":200})@stringLength":"203","kudosSumWeight":0,"repliesCount":6,"postTime":"2023-04-04T07:03:52.775-07:00","lastPublishTime":"2023-04-04T07:05:11.508-07:00","metrics":{"__typename":"MessageMetrics","views":12755},"visibilityScope":"PUBLIC","placeholder":false,"originalMessageForPlaceholder":null,"isEscalated":null,"solution":false,"entityType":"FORUM_REPLY","eventPath":"category:microsoft365/category:products-services/category:communities/community:gxcuf89792board:ExcelGeneral/message:3786730/message:3787137","customFields":[],"attachments":{"__typename":"AttachmentConnection","edges":[],"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"User:user:1535530":{"__typename":"User","id":"user:1535530","uid":1535530,"login":"JosWoolley","biography":null,"registrationData":{"__typename":"RegistrationData","status":null,"registrationTime":"2022-09-24T02:43:42.201-07:00"},"deleted":false,"email":"","avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/avatars/default/avatar-7.svg?time=0"},"rank":{"__ref":"Rank:rank:35"},"entityType":"USER","eventPath":"community:gxcuf89792/user:1535530"},"ModerationData:moderation_data:3786784":{"__typename":"ModerationData","id":"moderation_data:3786784","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"ForumReplyMessage:message:3786784":{"__typename":"ForumReplyMessage","uid":3786784,"id":"message:3786784","revisionNum":2,"author":{"__ref":"User:user:1535530"},"readOnly":false,"repliesCount":2,"depth":1,"hasGivenKudo":false,"subscribed":false,"board":{"__ref":"Forum:board:ExcelGeneral"},"parent":{"__ref":"ForumTopicMessage:message:3786730"},"conversation":{"__ref":"Conversation:conversation:3786730"},"subject":"Re: Efficient approach to generate list of combinations with no repetition","moderationData":{"__ref":"ModerationData:moderation_data:3786784"},"body":"
Replacing your potentially costly DROP/REDUCE/VSTACK set-up in COMBIN.SETB with a simple wrap/unwrap combination might be worth a go:
=LAMBDA(x, m,\n LET(\n y, TOROW(x),\n n, COLUMNS(y),\n z, MOD(INT((SEQUENCE(2 ^ n) - 1) / 2 ^ SEQUENCE(, n, 0)), 2),\n f, FILTER(z, MMULT(z, SEQUENCE(n) ^ 0) = m),\n WRAPROWS(TOCOL(IF(IF(f, SEQUENCE(, n)), y, NA()), 2), m)\n )\n)
Regards
","body@stripHtml({\"removeProcessingText\":false,\"removeSpoilerMarkup\":false,\"removeTocMarkup\":false,\"truncateLength\":200})@stringLength":"218","kudosSumWeight":1,"postTime":"2023-04-03T21:49:43.924-07:00","lastPublishTime":"2023-04-03T21:51:17.089-07:00","metrics":{"__typename":"MessageMetrics","views":12863},"visibilityScope":"PUBLIC","placeholder":false,"originalMessageForPlaceholder":null,"isEscalated":null,"solution":false,"entityType":"FORUM_REPLY","eventPath":"category:microsoft365/category:products-services/category:communities/community:gxcuf89792board:ExcelGeneral/message:3786730/message:3786784","replies":{"__typename":"MessageConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[{"__typename":"MessageEdge","cursor":"MjUuMXwyLjF8aXwzfDEzMjowfGludCwzNzg2Nzk1LDM3ODY3OTU","node":{"__ref":"ForumReplyMessage:message:3786795"}},{"__typename":"MessageEdge","cursor":"MjUuMXwyLjF8aXwzfDEzMjowfGludCwzNzg2Nzk1LDM3ODY3OTA","node":{"__ref":"ForumReplyMessage:message:3786790"}}]},"customFields":[],"attachments":{"__typename":"AttachmentConnection","edges":[],"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"ModerationData:moderation_data:3786795":{"__typename":"ModerationData","id":"moderation_data:3786795","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"ForumReplyMessage:message:3786795":{"__typename":"ForumReplyMessage","author":{"__ref":"User:user:276955"},"id":"message:3786795","revisionNum":2,"uid":3786795,"depth":2,"hasGivenKudo":false,"subscribed":false,"board":{"__ref":"Forum:board:ExcelGeneral"},"parent":{"__ref":"ForumReplyMessage:message:3786784"},"conversation":{"__ref":"Conversation:conversation:3786730"},"subject":"Re: Efficient approach to generate list of combinations with no repetition","moderationData":{"__ref":"ModerationData:moderation_data:3786795"},"body":"
JosWoolley I tested with n=19, m=10, 92K rows to be generated, my version SETE, 2.9secs, your solution 3.20secs. I run several times and your solution was always bigger than 3secs, and mine lower than 3secs. Just a minor difference. WRAPROWS makes really the difference!!!
","body@stripHtml({\"removeProcessingText\":false,\"removeSpoilerMarkup\":false,\"removeTocMarkup\":false,\"truncateLength\":200})@stringLength":"208","kudosSumWeight":0,"repliesCount":0,"postTime":"2023-04-03T22:10:08.497-07:00","lastPublishTime":"2023-04-03T22:11:09.290-07:00","metrics":{"__typename":"MessageMetrics","views":12842},"visibilityScope":"PUBLIC","placeholder":false,"originalMessageForPlaceholder":null,"isEscalated":null,"solution":false,"entityType":"FORUM_REPLY","eventPath":"category:microsoft365/category:products-services/category:communities/community:gxcuf89792board:ExcelGeneral/message:3786730/message:3786795","replies":{"__typename":"MessageConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[]},"customFields":[],"attachments":{"__typename":"AttachmentConnection","edges":[],"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"ModerationData:moderation_data:3786790":{"__typename":"ModerationData","id":"moderation_data:3786790","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"ForumReplyMessage:message:3786790":{"__typename":"ForumReplyMessage","author":{"__ref":"User:user:276955"},"id":"message:3786790","revisionNum":2,"uid":3786790,"depth":2,"hasGivenKudo":false,"subscribed":false,"board":{"__ref":"Forum:board:ExcelGeneral"},"parent":{"__ref":"ForumReplyMessage:message:3786784"},"conversation":{"__ref":"Conversation:conversation:3786730"},"subject":"Re: Efficient approach to generate list of combinations with no repetition","moderationData":{"__ref":"ModerationData:moderation_data:3786790"},"body":"
JosWoolley thanks, I updated my question with a similar solution I found using WRAPROWS as you provided while you were posting your solution. It is really fast, I haven't tested yours, but seems to be similar, you have an extra IF, but that maybe not significant. Thanks again!
","body@stripHtml({\"removeProcessingText\":false,\"removeSpoilerMarkup\":false,\"removeTocMarkup\":false,\"truncateLength\":200})@stringLength":"208","kudosSumWeight":0,"repliesCount":0,"postTime":"2023-04-03T21:55:04.873-07:00","lastPublishTime":"2023-04-03T21:55:43.092-07:00","metrics":{"__typename":"MessageMetrics","views":12842},"visibilityScope":"PUBLIC","placeholder":false,"originalMessageForPlaceholder":null,"isEscalated":null,"solution":false,"entityType":"FORUM_REPLY","eventPath":"category:microsoft365/category:products-services/category:communities/community:gxcuf89792board:ExcelGeneral/message:3786730/message:3786790","replies":{"__typename":"MessageConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[]},"customFields":[],"attachments":{"__typename":"AttachmentConnection","edges":[],"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"QueryVariables:MessageSolutions":{"__typename":"QueryVariables","id":"MessageSolutions","value":{"first":10,"constraints":{"topicId":{"eq":"message:3786730"},"solution":{"eq":true}},"sorts":{"postTime":{"direction":"ASC"}},"useAvatar":true,"useAuthorLogin":true,"useAuthorRank":false,"useBody":true,"useKudosCount":false,"useTimeToRead":false,"useMedia":true,"useRepliesCount":false,"useSearchSnippet":false,"useAcceptedSolutionButton":true,"useSolvedBadge":false,"useAttachments":true,"useTags":false,"useUserHoverCard":false,"useNodeHoverCard":false,"usePreviewSubjectModal":false,"useMessageStatus":false}},"CachedAsset:text:en_US-components/community/NavbarDropdownToggle-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/community/NavbarDropdownToggle-1745505310141","value":{"ariaLabelClosed":"Press the down arrow to open the menu"},"localOverride":false},"CachedAsset:text:en_US-shared/client/components/common/QueryHandler-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/common/QueryHandler-1745505310141","value":{"title":"Query Handler"},"localOverride":false},"CachedAsset:text:en_US-components/messages/EscalatedMessageBanner-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/messages/EscalatedMessageBanner-1745505310141","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-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/users/UserLink-1745505310141","value":{"authorName":"View Profile: {author}","anonymous":"Anonymous"},"localOverride":false},"CachedAsset:text:en_US-shared/client/components/users/UserRank-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/users/UserRank-1745505310141","value":{"rankName":"{rankName}","userRank":"Author rank {rankName}"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageTime-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageTime-1745505310141","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-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageSolvedBadge-1745505310141","value":{"solved":"Solved"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageSubject-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageSubject-1745505310141","value":{"noSubject":"(no subject)"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageBody-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageBody-1745505310141","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-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageCustomFields-1745505310141","value":{"CustomField.default.label":"Value of {name}"},"localOverride":false},"CachedAsset:text:en_US-components/messages/MessageReplyButton-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageReplyButton-1745505310141","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-components/messages/MessageSolutionList-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/messages/MessageSolutionList-1745505310141","value":{"emptyDescription":"No has been message solutions yet"},"localOverride":false},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS0zNzg2OTYwLTQ1NzMzOWk3NjFCREU1RDE1NEU3MkJG?revision=1\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS0zNzg2OTYwLTQ1NzMzOWk3NjFCREU1RDE1NEU3MkJG?revision=1","title":"image.png","associationType":"BODY","width":662,"height":500,"altText":null},"Attachment:{\"id\":\"attachment:message3786960AttachmentNumber1\",\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/attachments/gxcuf89792/ExcelGeneral/187366/1/Combinations.xlsx\"}":{"__typename":"Attachment","id":"attachment:message3786960AttachmentNumber1","filename":"Combinations.xlsx","filesize":25634,"contentType":"application/vnd.openxmlformats-officedocument.spreadsheetml.sheet","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/attachments/gxcuf89792/ExcelGeneral/187366/1/Combinations.xlsx"},"CachedAsset:text:en_US-shared/client/components/users/UserAvatar-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/users/UserAvatar-1745505310141","value":{"altText":"{login}'s avatar","altTextGeneric":"User's avatar"},"localOverride":false},"CachedAsset:text:en_US-shared/client/components/ranks/UserRankLabel-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/ranks/UserRankLabel-1745505310141","value":{"altTitle":"Icon for {rankName} rank"},"localOverride":false},"CachedAsset:text:en_US-components/messages/AcceptedSolutionButton-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/messages/AcceptedSolutionButton-1745505310141","value":{"accept":"Mark as Solution","accepted":"Marked as Solution","errorHeader":"Error!","errorAdd":"There was an error marking as solution.","errorRemove":"There was an error unmarking as solution.","solved":"Solved"},"localOverride":false},"CachedAsset:text:en_US-shared/client/components/common/Pager/PagerLoadMore-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-shared/client/components/common/Pager/PagerLoadMore-1745505310141","value":{"loadMore":"Show More"},"localOverride":false},"CachedAsset:text:en_US-components/tags/TagView/TagViewChip-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/tags/TagView/TagViewChip-1745505310141","value":{"tagLabelName":"Tag name {tagName}"},"localOverride":false},"CachedAsset:text:en_US-components/attachments/AttachmentView/AttachmentViewChip-1745505310141":{"__typename":"CachedAsset","id":"text:en_US-components/attachments/AttachmentView/AttachmentViewChip-1745505310141","value":{"errorTitle":"Failed!","previewFile":"Preview File","downloadFile":"Download File {name}","removeFile":"Remove File {name}","errorBadExtension":"This file does not have a valid extension. \"{extensions}\" are the valid extensions.","errorFileEmpty":"This file is empty or does not exist.","errorTooLarge":"The maximum file size is: {maxFileSize}.","errorTooMany":"Too many attachments. The maximum number of attachments per message is: {maxAttachmentCount, number, integer}.","errorDuplicate":"This file is already attached."},"localOverride":false}}}},"page":"/forums/ForumMessagePage/ForumMessagePage","query":{"boardId":"excelgeneral","messageSubject":"efficient-approach-to-generate-list-of-combinations-with-no-repetition","messageId":"3786730"},"buildId":"HEhyUrv5OXNBIbfCLaOrw","runtimeConfig":{"buildInformationVisible":false,"logLevelApp":"info","logLevelMetrics":"info","openTelemetryClientEnabled":false,"openTelemetryConfigName":"o365","openTelemetryServiceVersion":"25.1.0","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/customComponent/CustomComponent/CustomComponent.tsx","./components/messages/TopicWithThreadedReplyListWidget/TopicWithThreadedReplyListWidget.tsx","./components/external/components/ExternalComponent.tsx","./components/messages/MessageView/MessageViewStandard/MessageViewStandard.tsx","./components/messages/ThreadedReplyList/ThreadedReplyList.tsx","../shared/client/components/common/List/UnstyledList/UnstyledList.tsx","./components/messages/MessageView/MessageView.tsx","../shared/client/components/common/Pager/PagerLoadMore/PagerLoadMore.tsx","../shared/client/components/common/List/UnwrappedList/UnwrappedList.tsx","./components/tags/TagView/TagView.tsx","./components/tags/TagView/TagViewChip/TagViewChip.tsx","./components/attachments/AttachmentView/AttachmentView.tsx","./components/attachments/AttachmentView/AttachmentViewChip/AttachmentViewChip.tsx"],"appGip":true,"scriptLoader":[{"id":"analytics","src":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/pagescripts/1730819800000/analytics.js?page.id=ForumMessagePage&entity.id=board%3Aexcelgeneral&entity.id=message%3A3786730","strategy":"afterInteractive"}]}