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ef4c5eb65e
Please note we have force-pushed a new initial commit in order to remove some publicly-available Twitter user information. Note that this process may be required in the future.
62 lines
2.8 KiB
Thrift
62 lines
2.8 KiB
Thrift
namespace java com.twitter.simclusters_v2.thriftjava
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namespace py gen.twitter.simclusters_v2.graph
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#@namespace scala com.twitter.simclusters_v2.thriftscala
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#@namespace strato com.twitter.simclusters_v2
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struct DecayedSums {
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// last time the decayed sum was updated, in millis.
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1: required i64 lastUpdatedTimestamp
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// a map from half life (specified in days) to the decayed sum
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2: required map<i32, double> halfLifeInDaysToDecayedSums
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}(persisted = 'true', hasPersonalData = 'false')
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struct EdgeWithDecayedWeights {
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1: required i64 sourceId(personalDataType = 'UserId')
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2: required i64 destinationId(personalDataType = 'UserId')
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3: required DecayedSums weights
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}(persisted="true", hasPersonalData = "true")
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struct NeighborWithWeights {
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1: required i64 neighborId(personalDataType = 'UserId')
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2: optional bool isFollowed(personalDataType = 'Follow')
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3: optional double followScoreNormalizedByNeighborFollowersL2(personalDataType = 'EngagementsPublic')
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4: optional double favScoreHalfLife100Days(personalDataType = 'EngagementsPublic')
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5: optional double favScoreHalfLife100DaysNormalizedByNeighborFaversL2(personalDataType = 'EngagementsPublic')
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// log(favScoreHalfLife100Days + 1)
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6: optional double logFavScore(personalDataType = 'EngagementsPublic')
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// log(favScoreHalfLife100Days + 1) normalized so that a user's incoming weights have unit l2 norm
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7: optional double logFavScoreL2Normalized(personalDataType = 'EngagementsPublic')
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}(persisted = 'true', hasPersonalData = 'true')
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struct UserAndNeighbors {
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1: required i64 userId(personalDataType = 'UserId')
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2: required list<NeighborWithWeights> neighbors
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}(persisted="true", hasPersonalData = 'true')
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struct NormsAndCounts {
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1: required i64 userId(personalDataType = 'UserId')
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2: optional double followerL2Norm(personalDataType = 'CountOfFollowersAndFollowees')
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3: optional double faverL2Norm(personalDataType = 'EngagementsPublic')
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4: optional i64 followerCount(personalDataType = 'CountOfFollowersAndFollowees')
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5: optional i64 faverCount(personalDataType = 'EngagementsPublic')
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// sum of the weights on the incoming edges where someone fav'ed this producer
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6: optional double favWeightsOnFavEdgesSum(personalDataType = 'EngagementsPublic')
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// sum of the fav weights on all the followers of this producer
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7: optional double favWeightsOnFollowEdgesSum(personalDataType = 'EngagementsPublic')
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// log(favScore + 1)
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8: optional double logFavL2Norm(personalDataType = 'EngagementsPublic')
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// sum of log(favScore + 1) on the incoming edges where someone fav'ed this producer
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9: optional double logFavWeightsOnFavEdgesSum(personalDataType = 'EngagementsPublic')
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// sum of log(favScore + 1) on all the followers of this producer
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10: optional double logFavWeightsOnFollowEdgesSum(personalDataType = 'EngagementsPublic')
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}(persisted="true", hasPersonalData = 'true')
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