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How to improve traversal query performance

Manabu Kotani <smallcany...@...> #5328 Hi All, I'm testing traversal query performance. My query (please see below) takes about 1.8sec. Is there solution for improve performance (faster than 1.8sec)? I hope that takes less than 500ms. 1.Environment: JanusGraph (0.5.2) + Cassandra (3.11.0) on Docker Desktop (Windows) 2.Schema: ------------------------------------------------------------------------------------------------ Vertex Label Name \| Partitioned \| Static \| --------------------------------------------------------------------------------------------------- item \| false \| false \| --------------------------------------------------------------------------------------------------- Edge Label Name \| Directed \| Unidirected \| Multiplicity \| --------------------------------------------------------------------------------------------------- assembled \| true \| false \| MULTI \| --------------------------------------------------------------------------------------------------- Property Key Name \| Cardinality \| Data Type \| --------------------------------------------------------------------------------------------------- serial \| SINGLE \| class java.lang.String \| work_date \| SINGLE \| class java.util.Date \| --------------------------------------------------------------------------------------------------- Vertex Index Name \| Type \| Unique \| Backing \| Key: Status \| --------------------------------------------------------------------------------------------------- bySerial \| Composite \| false \| internalindex \| serial: ENABLED \| --------------------------------------------------------------------------------------------------- Edge Index (VCI) Name \| Type \| Unique \| Backing \| Key: Status \| --------------------------------------------------------------------------------------------------- byWorkDate \| Composite \| false \| internalindex \| work_date: ENABLED \| --------------------------------------------------------------------------------------------------- Relation Index \| Type \| Direction \| Sort Key \| Order \| Status \| --------------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------- ----------------------------------------------------------------------------------------------------------- 3.Query: g.V().has('serial',within('XXXXXX','YYYYYY',....<- 100 search keys).as('a') .repeat(inE('assembled').as('b').outV().as('c').simplePath()) .emit() .select('a').values('serial').as('parent') .select('b').values('work_date').as('work_date') .select('c').values('serial').as('child') .select('parent','child','work_date') .order().by('parent').by('child').by('work_date') ----------------------------------------------------------------------------------------------------------- 4.Query Profile: ==>Traversal Metrics Step Count Traversers Time (ms) % Dur ============================================================================================================= JanusGraphStep([],[serial.within([XXXXXX... 100 100 159.582 8.89 \_condition=((serial = XXXXXX OR serial = YYYYYY OR .... <- 100 search keys)) \_orders=[] \_isFitted=true \_isOrdered=true \_query=multiKSQ[100]@2000 \_index=bySerial optimization 0.018 optimization 6.744 backend-query 100 1074.225 \_query=bySerial:multiKSQ[100]@2000 \_limit=2000 RepeatStep([JanusGraphVertexStep(IN,[assembled]... 20669 20669 857.001 47.74 JanusGraphVertexStep(IN,[assembled],edge)@[b] 20669 20669 633.529 \_condition=type[assembled] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d \_multi=true \_vertices=204 optimization 0.477 backend-query 228 2.076 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.150 backend-query 0 43.366 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.093 backend-query 229 1.978 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 0 32.738 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.111 backend-query 229 1.577 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 0 17.827 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 229 1.517 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 0 5.729 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.071 backend-query 228 1.993 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.083 backend-query 0 3.335 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.150 backend-query 229 1.890 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.137 backend-query 0 32.593 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 229 2.253 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 230 1.624 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 12.797 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.116 backend-query 229 1.579 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.090 backend-query 0 5.764 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 229 1.651 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.134 backend-query 0 22.327 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 229 1.756 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.075 backend-query 0 11.145 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 229 1.947 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.086 backend-query 0 3.727 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.100 backend-query 116 1.492 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 0 27.159 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.132 backend-query 229 1.524 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.100 backend-query 0 7.173 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.075 backend-query 230 1.880 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.114 backend-query 0 3.696 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 228 1.645 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.143 backend-query 0 2.924 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.105 backend-query 229 2.010 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.316 backend-query 0 3.806 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.095 backend-query 230 1.854 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.185 backend-query 229 1.936 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.099 backend-query 0 2.135 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.479 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 0 5.907 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 1 1.129 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.109 backend-query 0 1.069 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.082 backend-query 231 1.245 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 1.175 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 229 1.308 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.078 backend-query 0 7.058 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.145 backend-query 231 1.655 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.115 backend-query 0 3.946 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 117 1.231 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 0 11.856 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 230 1.606 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 6.973 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 229 1.445 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 230 1.836 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.098 backend-query 0 2.552 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 116 1.450 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 0 4.072 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 229 1.421 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 0 2.342 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 229 0.999 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 1.847 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 229 1.171 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 0.999 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.051 backend-query 228 0.991 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 2.107 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.215 backend-query 116 1.678 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 229 1.578 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 3.649 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.096 backend-query 229 1.619 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.066 backend-query 228 1.549 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 116 1.610 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.154 backend-query 228 1.746 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 0 2.958 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.093 backend-query 232 1.698 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.143 backend-query 229 1.719 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 2.809 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 229 1.410 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.082 backend-query 229 1.458 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.109 backend-query 228 1.651 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.066 backend-query 228 1.417 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.111 backend-query 117 1.536 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.188 backend-query 0 1.660 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.132 backend-query 229 2.361 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 0 2.384 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.140 backend-query 229 1.680 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 230 1.342 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 3.129 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.118 backend-query 231 1.397 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.169 backend-query 0 5.665 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.114 backend-query 116 1.780 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.128 backend-query 0 2.316 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 229 1.521 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.083 backend-query 231 1.508 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 0 2.327 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 116 1.509 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.285 backend-query 0 2.007 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 116 1.245 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.134 backend-query 230 1.521 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 1 1.278 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 1.104 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.076 backend-query 231 1.287 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 229 1.768 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.098 backend-query 0 2.570 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 116 1.489 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 0 1.756 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.055 backend-query 229 1.133 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 116 1.241 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.056 backend-query 0 2.435 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.056 backend-query 228 1.099 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 0 1.017 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.080 backend-query 229 1.217 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 230 1.448 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 229 1.546 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 230 1.955 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.165 backend-query 0 3.284 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.102 backend-query 229 1.936 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 4.640 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 229 1.384 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 0 2.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 116 1.419 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 0 2.289 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.474 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.071 backend-query 229 1.646 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 1.408 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.068 backend-query 230 1.974 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.090 backend-query 229 1.923 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.151 backend-query 230 2.211 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 230 1.234 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.059 backend-query 0 1.695 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.125 backend-query 230 1.199 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 1.089 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.057 backend-query 116 1.807 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 0 1.299 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 228 1.397 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 228 1.776 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 0 1.980 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.101 backend-query 229 1.571 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.483 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 2.260 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 230 1.471 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 232 1.305 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 229 1.246 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 229 1.093 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.053 backend-query 229 1.420 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 226 1.596 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.145 backend-query 0 2.730 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.059 backend-query 229 1.550 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.076 backend-query 231 1.622 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 117 1.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 0 2.025 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 230 1.251 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 230 1.223 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.068 backend-query 116 1.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.051 backend-query 0 0.937 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.045 backend-query 116 1.597 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 228 1.595 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 0 3.238 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 229 1.573 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.078 backend-query 231 1.894 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 230 1.717 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 231 1.302 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d EdgeVertexStep(OUT)@[c] 20669 20669 39.223 PathFilterStep(simple) 20669 20669 44.905 JanusGraphMultiQueryStep(RepeatEndStep) 20669 20669 65.528 RepeatEndStep 20669 20669 39.443 SelectOneStep(last,a) 20669 20669 44.574 2.48 JanusGraphPropertiesStep([serial],value)@[parent] 20669 20669 92.515 5.15 \_condition=type[serial] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d \_multi=true \_vertices=100 optimization 0.090 backend-query 100 12.807 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d SelectOneStep(last,b) 20669 20669 41.753 2.33 JanusGraphPropertiesStep([work_date],value)@[wo... 20669 20669 98.648 5.50 SelectOneStep(last,c) 20669 20669 41.674 2.32 JanusGraphPropertiesStep([serial],value)@[child] 20669 20669 246.094 13.71 \_condition=type[serial] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d \_multi=true \_vertices=1392 optimization 0.060 backend-query 1392 136.281 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d SelectStep(last,[parent, child, work_date]) 20669 20669 49.139 2.74 OrderGlobalStep([[value(parent), asc], [value(c... 20669 20669 164.034 9.14 >TOTAL - - 1795.018 - ----------------------------------------------------------------------------------------------------------- Sorry for my poor English. Thanks, Manabu
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HadoopMarc <bi...@...> #5331 Hi Manabu, Without knowing if the considerations below will really help, you may try the following: in the current traversal the repeat(), simplePath() and emit() steps have no effect if the children do not assemble children themselves. So you can leave these steps out for clarity and to be sure that they do not influence the janusgraph execution plan you may want to study the profile(), sack() and barrier() steps in the TinkerPop ref docs: https://tinkerpop.apache.org/docs/3.4.8/reference/#profile-step https://tinkerpop.apache.org/docs/3.4.8/reference/#sack-step https://tinkerpop.apache.org/docs/3.4.8/reference/#barrier-step https://kelvinlawrence.net/book/Gremlin-Graph-Guide.html#lambdasack https://groups.google.com/g/gremlin-users/c/yGs1rv8YXRw/m/Y_iKg15KAwAJ https://groups.google.com/g/gremlin-users/c/Z7WqhtHvhRc/m/SAbRRMvNBQAJ Because of your use of the as()/select() mechanism the traversers cannot be bulked and the number of traversers (20669) equals the path count (20669). I am not sure how bulking would affect the JanusGraph execution plan, but with some luck the number of backend calls decreases from 20669 to 1392 (the number of child vertices). You can influence the bulking by using the sack() step instead of the as()/select() mechanism. You presently get 20669 (a,b,c) items out of your query. You have to rewrite that to get 1392 child vertices out of your query that each have a sack with (a, b) items. Not well covered in the TinkerPop docs is that the sack can be initialized with a Collection object and that the split and merge operators can take closures to act on such a Collection. E.g. you could structure the Sack as an ArrayList that gets (b, a) tuples or "b\|a" strings appended during the traversal of a path. Finally, note that the barrier() step and LazyBarrierStrategy also influence the bulking process. Best wishes, Marc Op donderdag 19 november 2020 om 02:37:48 UTC+1 schreef Manabu Kotani: toggle quoted message Show quoted text Hi All, I'm testing traversal query performance. My query (please see below) takes about 1.8sec. Is there solution for improve performance (faster than 1.8sec)? I hope that takes less than 500ms. 1.Environment: JanusGraph (0.5.2) + Cassandra (3.11.0) on Docker Desktop (Windows) 2.Schema: ------------------------------------------------------------------------------------------------ Vertex Label Name \| Partitioned \| Static \| --------------------------------------------------------------------------------------------------- item \| false \| false \| --------------------------------------------------------------------------------------------------- Edge Label Name \| Directed \| Unidirected \| Multiplicity \| --------------------------------------------------------------------------------------------------- assembled \| true \| false \| MULTI \| --------------------------------------------------------------------------------------------------- Property Key Name \| Cardinality \| Data Type \| --------------------------------------------------------------------------------------------------- serial \| SINGLE \| class java.lang.String \| work_date \| SINGLE \| class java.util.Date \| --------------------------------------------------------------------------------------------------- Vertex Index Name \| Type \| Unique \| Backing \| Key: Status \| --------------------------------------------------------------------------------------------------- bySerial \| Composite \| false \| internalindex \| serial: ENABLED \| --------------------------------------------------------------------------------------------------- Edge Index (VCI) Name \| Type \| Unique \| Backing \| Key: Status \| --------------------------------------------------------------------------------------------------- byWorkDate \| Composite \| false \| internalindex \| work_date: ENABLED \| --------------------------------------------------------------------------------------------------- Relation Index \| Type \| Direction \| Sort Key \| Order \| Status \| --------------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------- ----------------------------------------------------------------------------------------------------------- 3.Query: g.V().has('serial',within('XXXXXX','YYYYYY',....<- 100 search keys).as('a') .repeat(inE('assembled').as('b').outV().as('c').simplePath()) .emit() .select('a').values('serial').as('parent') .select('b').values('work_date').as('work_date') .select('c').values('serial').as('child') .select('parent','child','work_date') .order().by('parent').by('child').by('work_date') ----------------------------------------------------------------------------------------------------------- 4.Query Profile: ==>Traversal Metrics Step Count Traversers Time (ms) % Dur ============================================================================================================= JanusGraphStep([],[serial.within([XXXXXX... 100 100 159.582 8.89 \_condition=((serial = XXXXXX OR serial = YYYYYY OR .... <- 100 search keys)) \_orders=[] \_isFitted=true \_isOrdered=true \_query=multiKSQ[100]@2000 \_index=bySerial optimization 0.018 optimization 6.744 backend-query 100 1074.225 \_query=bySerial:multiKSQ[100]@2000 \_limit=2000 RepeatStep([JanusGraphVertexStep(IN,[assembled]... 20669 20669 857.001 47.74 JanusGraphVertexStep(IN,[assembled],edge)@[b] 20669 20669 633.529 \_condition=type[assembled] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d \_multi=true \_vertices=204 optimization 0.477 backend-query 228 2.076 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.150 backend-query 0 43.366 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.093 backend-query 229 1.978 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 0 32.738 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.111 backend-query 229 1.577 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 0 17.827 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 229 1.517 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 0 5.729 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.071 backend-query 228 1.993 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.083 backend-query 0 3.335 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.150 backend-query 229 1.890 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.137 backend-query 0 32.593 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 229 2.253 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 230 1.624 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 12.797 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.116 backend-query 229 1.579 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.090 backend-query 0 5.764 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 229 1.651 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.134 backend-query 0 22.327 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 229 1.756 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.075 backend-query 0 11.145 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 229 1.947 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.086 backend-query 0 3.727 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.100 backend-query 116 1.492 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 0 27.159 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.132 backend-query 229 1.524 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.100 backend-query 0 7.173 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.075 backend-query 230 1.880 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.114 backend-query 0 3.696 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 228 1.645 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.143 backend-query 0 2.924 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.105 backend-query 229 2.010 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.316 backend-query 0 3.806 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.095 backend-query 230 1.854 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.185 backend-query 229 1.936 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.099 backend-query 0 2.135 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.479 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 0 5.907 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 1 1.129 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.109 backend-query 0 1.069 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.082 backend-query 231 1.245 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 1.175 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 229 1.308 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.078 backend-query 0 7.058 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.145 backend-query 231 1.655 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.115 backend-query 0 3.946 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 117 1.231 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 0 11.856 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 230 1.606 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 6.973 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 229 1.445 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 230 1.836 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.098 backend-query 0 2.552 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 116 1.450 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 0 4.072 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 229 1.421 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 0 2.342 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 229 0.999 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 1.847 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 229 1.171 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 0.999 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.051 backend-query 228 0.991 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 2.107 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.215 backend-query 116 1.678 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 229 1.578 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 3.649 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.096 backend-query 229 1.619 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.066 backend-query 228 1.549 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 116 1.610 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.154 backend-query 228 1.746 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 0 2.958 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.093 backend-query 232 1.698 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.143 backend-query 229 1.719 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 2.809 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 229 1.410 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.082 backend-query 229 1.458 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.109 backend-query 228 1.651 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.066 backend-query 228 1.417 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.111 backend-query 117 1.536 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.188 backend-query 0 1.660 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.132 backend-query 229 2.361 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 0 2.384 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.140 backend-query 229 1.680 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 230 1.342 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 3.129 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.118 backend-query 231 1.397 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.169 backend-query 0 5.665 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.114 backend-query 116 1.780 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.128 backend-query 0 2.316 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 229 1.521 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.083 backend-query 231 1.508 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 0 2.327 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 116 1.509 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.285 backend-query 0 2.007 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 116 1.245 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.134 backend-query 230 1.521 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 1 1.278 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 1.104 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.076 backend-query 231 1.287 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 229 1.768 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.098 backend-query 0 2.570 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 116 1.489 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 0 1.756 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.055 backend-query 229 1.133 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 116 1.241 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.056 backend-query 0 2.435 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.056 backend-query 228 1.099 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 0 1.017 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.080 backend-query 229 1.217 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 230 1.448 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 229 1.546 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 230 1.955 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.165 backend-query 0 3.284 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.102 backend-query 229 1.936 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 4.640 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 229 1.384 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 0 2.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 116 1.419 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 0 2.289 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.474 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.071 backend-query 229 1.646 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 1.408 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.068 backend-query 230 1.974 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.090 backend-query 229 1.923 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.151 backend-query 230 2.211 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 230 1.234 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.059 backend-query 0 1.695 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.125 backend-query 230 1.199 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 1.089 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.057 backend-query 116 1.807 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 0 1.299 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 228 1.397 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 228 1.776 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 0 1.980 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.101 backend-query 229 1.571 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.483 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 2.260 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 230 1.471 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 232 1.305 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 229 1.246 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 229 1.093 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.053 backend-query 229 1.420 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 226 1.596 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.145 backend-query 0 2.730 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.059 backend-query 229 1.550 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.076 backend-query 231 1.622 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 117 1.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 0 2.025 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 230 1.251 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 230 1.223 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.068 backend-query 116 1.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.051 backend-query 0 0.937 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.045 backend-query 116 1.597 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 228 1.595 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 0 3.238 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 229 1.573 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.078 backend-query 231 1.894 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 230 1.717 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 231 1.302 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d EdgeVertexStep(OUT)@[c] 20669 20669 39.223 PathFilterStep(simple) 20669 20669 44.905 JanusGraphMultiQueryStep(RepeatEndStep) 20669 20669 65.528 RepeatEndStep 20669 20669 39.443 SelectOneStep(last,a) 20669 20669 44.574 2.48 JanusGraphPropertiesStep([serial],value)@[parent] 20669 20669 92.515 5.15 \_condition=type[serial] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d \_multi=true \_vertices=100 optimization 0.090 backend-query 100 12.807 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d SelectOneStep(last,b) 20669 20669 41.753 2.33 JanusGraphPropertiesStep([work_date],value)@[wo... 20669 20669 98.648 5.50 SelectOneStep(last,c) 20669 20669 41.674 2.32 JanusGraphPropertiesStep([serial],value)@[child] 20669 20669 246.094 13.71 \_condition=type[serial] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d \_multi=true \_vertices=1392 optimization 0.060 backend-query 1392 136.281 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d SelectStep(last,[parent, child, work_date]) 20669 20669 49.139 2.74 OrderGlobalStep([[value(parent), asc], [value(c... 20669 20669 164.034 9.14 >TOTAL - - 1795.018 - ----------------------------------------------------------------------------------------------------------- Sorry for my poor English. Thanks, Manabu
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Manabu Kotani <smallcany...@...> #5335 Hi Marc, Thank you for your reply. I'm reading ref docs that you referred about sack()/barrier(). But, I've not able to understand yet. One question. What means this you advised? repeat()/simplePath()/emit() steps should not be used? in the current traversal the repeat(), simplePath() and emit() steps have no effect if the children do not assemble children themselves. So you can leave these steps out for clarity and to be sure that they do not influence the janusgraph execution plan Best regards, Manabu 2020年11月21日土曜日 20:13:28 UTC+9 HadoopMarc: toggle quoted message Show quoted text Hi Manabu, Without knowing if the considerations below will really help, you may try the following: in the current traversal the repeat(), simplePath() and emit() steps have no effect if the children do not assemble children themselves. So you can leave these steps out for clarity and to be sure that they do not influence the janusgraph execution plan you may want to study the profile(), sack() and barrier() steps in the TinkerPop ref docs: https://tinkerpop.apache.org/docs/3.4.8/reference/#profile-step https://tinkerpop.apache.org/docs/3.4.8/reference/#sack-step https://tinkerpop.apache.org/docs/3.4.8/reference/#barrier-step https://kelvinlawrence.net/book/Gremlin-Graph-Guide.html#lambdasack https://groups.google.com/g/gremlin-users/c/yGs1rv8YXRw/m/Y_iKg15KAwAJ https://groups.google.com/g/gremlin-users/c/Z7WqhtHvhRc/m/SAbRRMvNBQAJ Because of your use of the as()/select() mechanism the traversers cannot be bulked and the number of traversers (20669) equals the path count (20669). I am not sure how bulking would affect the JanusGraph execution plan, but with some luck the number of backend calls decreases from 20669 to 1392 (the number of child vertices). You can influence the bulking by using the sack() step instead of the as()/select() mechanism. You presently get 20669 (a,b,c) items out of your query. You have to rewrite that to get 1392 child vertices out of your query that each have a sack with (a, b) items. Not well covered in the TinkerPop docs is that the sack can be initialized with a Collection object and that the split and merge operators can take closures to act on such a Collection. E.g. you could structure the Sack as an ArrayList that gets (b, a) tuples or "b\|a" strings appended during the traversal of a path. Finally, note that the barrier() step and LazyBarrierStrategy also influence the bulking process. Best wishes, Marc Op donderdag 19 november 2020 om 02:37:48 UTC+1 schreef Manabu Kotani: Hi All, I'm testing traversal query performance. My query (please see below) takes about 1.8sec. Is there solution for improve performance (faster than 1.8sec)? I hope that takes less than 500ms. 1.Environment: JanusGraph (0.5.2) + Cassandra (3.11.0) on Docker Desktop (Windows) 2.Schema: ------------------------------------------------------------------------------------------------ Vertex Label Name \| Partitioned \| Static \| --------------------------------------------------------------------------------------------------- item \| false \| false \| --------------------------------------------------------------------------------------------------- Edge Label Name \| Directed \| Unidirected \| Multiplicity \| --------------------------------------------------------------------------------------------------- assembled \| true \| false \| MULTI \| --------------------------------------------------------------------------------------------------- Property Key Name \| Cardinality \| Data Type \| --------------------------------------------------------------------------------------------------- serial \| SINGLE \| class java.lang.String \| work_date \| SINGLE \| class java.util.Date \| --------------------------------------------------------------------------------------------------- Vertex Index Name \| Type \| Unique \| Backing \| Key: Status \| --------------------------------------------------------------------------------------------------- bySerial \| Composite \| false \| internalindex \| serial: ENABLED \| --------------------------------------------------------------------------------------------------- Edge Index (VCI) Name \| Type \| Unique \| Backing \| Key: Status \| --------------------------------------------------------------------------------------------------- byWorkDate \| Composite \| false \| internalindex \| work_date: ENABLED \| --------------------------------------------------------------------------------------------------- Relation Index \| Type \| Direction \| Sort Key \| Order \| Status \| --------------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------- ----------------------------------------------------------------------------------------------------------- 3.Query: g.V().has('serial',within('XXXXXX','YYYYYY',....<- 100 search keys).as('a') .repeat(inE('assembled').as('b').outV().as('c').simplePath()) .emit() .select('a').values('serial').as('parent') .select('b').values('work_date').as('work_date') .select('c').values('serial').as('child') .select('parent','child','work_date') .order().by('parent').by('child').by('work_date') ----------------------------------------------------------------------------------------------------------- 4.Query Profile: ==>Traversal Metrics Step Count Traversers Time (ms) % Dur ============================================================================================================= JanusGraphStep([],[serial.within([XXXXXX... 100 100 159.582 8.89 \_condition=((serial = XXXXXX OR serial = YYYYYY OR .... <- 100 search keys)) \_orders=[] \_isFitted=true \_isOrdered=true \_query=multiKSQ[100]@2000 \_index=bySerial optimization 0.018 optimization 6.744 backend-query 100 1074.225 \_query=bySerial:multiKSQ[100]@2000 \_limit=2000 RepeatStep([JanusGraphVertexStep(IN,[assembled]... 20669 20669 857.001 47.74 JanusGraphVertexStep(IN,[assembled],edge)@[b] 20669 20669 633.529 \_condition=type[assembled] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d \_multi=true \_vertices=204 optimization 0.477 backend-query 228 2.076 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.150 backend-query 0 43.366 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.093 backend-query 229 1.978 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 0 32.738 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.111 backend-query 229 1.577 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 0 17.827 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 229 1.517 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 0 5.729 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.071 backend-query 228 1.993 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.083 backend-query 0 3.335 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.150 backend-query 229 1.890 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.137 backend-query 0 32.593 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 229 2.253 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 230 1.624 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 12.797 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.116 backend-query 229 1.579 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.090 backend-query 0 5.764 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 229 1.651 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.134 backend-query 0 22.327 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 229 1.756 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.075 backend-query 0 11.145 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 229 1.947 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.086 backend-query 0 3.727 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.100 backend-query 116 1.492 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 0 27.159 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.132 backend-query 229 1.524 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.100 backend-query 0 7.173 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.075 backend-query 230 1.880 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.114 backend-query 0 3.696 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 228 1.645 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.143 backend-query 0 2.924 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.105 backend-query 229 2.010 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.316 backend-query 0 3.806 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.095 backend-query 230 1.854 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.185 backend-query 229 1.936 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.099 backend-query 0 2.135 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.479 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 0 5.907 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 1 1.129 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.109 backend-query 0 1.069 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.082 backend-query 231 1.245 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 1.175 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 229 1.308 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.078 backend-query 0 7.058 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.145 backend-query 231 1.655 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.115 backend-query 0 3.946 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 117 1.231 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 0 11.856 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 230 1.606 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 6.973 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 229 1.445 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 230 1.836 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.098 backend-query 0 2.552 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 116 1.450 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 0 4.072 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 229 1.421 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 0 2.342 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 229 0.999 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 1.847 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 229 1.171 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 0.999 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.051 backend-query 228 0.991 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 2.107 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.215 backend-query 116 1.678 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 229 1.578 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 3.649 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.096 backend-query 229 1.619 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.066 backend-query 228 1.549 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 116 1.610 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.154 backend-query 228 1.746 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 0 2.958 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.093 backend-query 232 1.698 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.143 backend-query 229 1.719 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 2.809 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 229 1.410 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.082 backend-query 229 1.458 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.109 backend-query 228 1.651 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.066 backend-query 228 1.417 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.111 backend-query 117 1.536 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.188 backend-query 0 1.660 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.132 backend-query 229 2.361 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 0 2.384 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.140 backend-query 229 1.680 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 230 1.342 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 3.129 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.118 backend-query 231 1.397 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.169 backend-query 0 5.665 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.114 backend-query 116 1.780 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.128 backend-query 0 2.316 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 229 1.521 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.083 backend-query 231 1.508 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 0 2.327 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 116 1.509 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.285 backend-query 0 2.007 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 116 1.245 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.134 backend-query 230 1.521 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 1 1.278 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 1.104 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.076 backend-query 231 1.287 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 229 1.768 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.098 backend-query 0 2.570 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 116 1.489 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 0 1.756 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.055 backend-query 229 1.133 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 116 1.241 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.056 backend-query 0 2.435 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.056 backend-query 228 1.099 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 0 1.017 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.080 backend-query 229 1.217 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 230 1.448 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 229 1.546 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 230 1.955 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.165 backend-query 0 3.284 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.102 backend-query 229 1.936 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 4.640 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 229 1.384 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 0 2.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 116 1.419 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 0 2.289 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.474 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.071 backend-query 229 1.646 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 1.408 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.068 backend-query 230 1.974 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.090 backend-query 229 1.923 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.151 backend-query 230 2.211 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 230 1.234 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.059 backend-query 0 1.695 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.125 backend-query 230 1.199 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 1.089 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.057 backend-query 116 1.807 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 0 1.299 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 228 1.397 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 228 1.776 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 0 1.980 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.101 backend-query 229 1.571 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.483 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 2.260 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 230 1.471 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 232 1.305 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 229 1.246 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 229 1.093 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.053 backend-query 229 1.420 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 226 1.596 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.145 backend-query 0 2.730 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.059 backend-query 229 1.550 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.076 backend-query 231 1.622 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 117 1.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 0 2.025 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 230 1.251 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 230 1.223 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.068 backend-query 116 1.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.051 backend-query 0 0.937 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.045 backend-query 116 1.597 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 228 1.595 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 0 3.238 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 229 1.573 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.078 backend-query 231 1.894 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 230 1.717 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 231 1.302 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d EdgeVertexStep(OUT)@[c] 20669 20669 39.223 PathFilterStep(simple) 20669 20669 44.905 JanusGraphMultiQueryStep(RepeatEndStep) 20669 20669 65.528 RepeatEndStep 20669 20669 39.443 SelectOneStep(last,a) 20669 20669 44.574 2.48 JanusGraphPropertiesStep([serial],value)@[parent] 20669 20669 92.515 5.15 \_condition=type[serial] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d \_multi=true \_vertices=100 optimization 0.090 backend-query 100 12.807 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d SelectOneStep(last,b) 20669 20669 41.753 2.33 JanusGraphPropertiesStep([work_date],value)@[wo... 20669 20669 98.648 5.50 SelectOneStep(last,c) 20669 20669 41.674 2.32 JanusGraphPropertiesStep([serial],value)@[child] 20669 20669 246.094 13.71 \_condition=type[serial] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d \_multi=true \_vertices=1392 optimization 0.060 backend-query 1392 136.281 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d SelectStep(last,[parent, child, work_date]) 20669 20669 49.139 2.74 OrderGlobalStep([[value(parent), asc], [value(c... 20669 20669 164.034 9.14 >TOTAL - - 1795.018 - ----------------------------------------------------------------------------------------------------------- Sorry for my poor English. Thanks, Manabu
More
HadoopMarc <bi...@...> #5339 Hi Manabu, repeat()/simplePath()/emit() can have valid uses, although normally you combine it with the times() or until() step to limit the number of repeats. The profile from your query suggests that the repeat step never takes effect, that is, each traversal takes only a single step from parent to child. The repeat step is not wrong in itself, but if it is not necessary you do not want it to be there if you do not know its impact on performance. Best wishes, Marc Op dinsdag 24 november 2020 om 08:43:36 UTC+1 schreef Manabu Kotani: toggle quoted message Show quoted text Hi Marc, Thank you for your reply. I'm reading ref docs that you referred about sack()/barrier(). But, I've not able to understand yet. One question. What means this you advised? repeat()/simplePath()/emit() steps should not be used? in the current traversal the repeat(), simplePath() and emit() steps have no effect if the children do not assemble children themselves. So you can leave these steps out for clarity and to be sure that they do not influence the janusgraph execution plan Best regards, Manabu 2020年11月21日土曜日 20:13:28 UTC+9 HadoopMarc: Hi Manabu, Without knowing if the considerations below will really help, you may try the following: in the current traversal the repeat(), simplePath() and emit() steps have no effect if the children do not assemble children themselves. So you can leave these steps out for clarity and to be sure that they do not influence the janusgraph execution plan you may want to study the profile(), sack() and barrier() steps in the TinkerPop ref docs: https://tinkerpop.apache.org/docs/3.4.8/reference/#profile-step https://tinkerpop.apache.org/docs/3.4.8/reference/#sack-step https://tinkerpop.apache.org/docs/3.4.8/reference/#barrier-step https://kelvinlawrence.net/book/Gremlin-Graph-Guide.html#lambdasack https://groups.google.com/g/gremlin-users/c/yGs1rv8YXRw/m/Y_iKg15KAwAJ https://groups.google.com/g/gremlin-users/c/Z7WqhtHvhRc/m/SAbRRMvNBQAJ Because of your use of the as()/select() mechanism the traversers cannot be bulked and the number of traversers (20669) equals the path count (20669). I am not sure how bulking would affect the JanusGraph execution plan, but with some luck the number of backend calls decreases from 20669 to 1392 (the number of child vertices). You can influence the bulking by using the sack() step instead of the as()/select() mechanism. You presently get 20669 (a,b,c) items out of your query. You have to rewrite that to get 1392 child vertices out of your query that each have a sack with (a, b) items. Not well covered in the TinkerPop docs is that the sack can be initialized with a Collection object and that the split and merge operators can take closures to act on such a Collection. E.g. you could structure the Sack as an ArrayList that gets (b, a) tuples or "b\|a" strings appended during the traversal of a path. Finally, note that the barrier() step and LazyBarrierStrategy also influence the bulking process. Best wishes, Marc Op donderdag 19 november 2020 om 02:37:48 UTC+1 schreef Manabu Kotani: Hi All, I'm testing traversal query performance. My query (please see below) takes about 1.8sec. Is there solution for improve performance (faster than 1.8sec)? I hope that takes less than 500ms. 1.Environment: JanusGraph (0.5.2) + Cassandra (3.11.0) on Docker Desktop (Windows) 2.Schema: ------------------------------------------------------------------------------------------------ Vertex Label Name \| Partitioned \| Static \| --------------------------------------------------------------------------------------------------- item \| false \| false \| --------------------------------------------------------------------------------------------------- Edge Label Name \| Directed \| Unidirected \| Multiplicity \| --------------------------------------------------------------------------------------------------- assembled \| true \| false \| MULTI \| --------------------------------------------------------------------------------------------------- Property Key Name \| Cardinality \| Data Type \| --------------------------------------------------------------------------------------------------- serial \| SINGLE \| class java.lang.String \| work_date \| SINGLE \| class java.util.Date \| --------------------------------------------------------------------------------------------------- Vertex Index Name \| Type \| Unique \| Backing \| Key: Status \| --------------------------------------------------------------------------------------------------- bySerial \| Composite \| false \| internalindex \| serial: ENABLED \| --------------------------------------------------------------------------------------------------- Edge Index (VCI) Name \| Type \| Unique \| Backing \| Key: Status \| --------------------------------------------------------------------------------------------------- byWorkDate \| Composite \| false \| internalindex \| work_date: ENABLED \| --------------------------------------------------------------------------------------------------- Relation Index \| Type \| Direction \| Sort Key \| Order \| Status \| --------------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------- ----------------------------------------------------------------------------------------------------------- 3.Query: g.V().has('serial',within('XXXXXX','YYYYYY',....<- 100 search keys).as('a') .repeat(inE('assembled').as('b').outV().as('c').simplePath()) .emit() .select('a').values('serial').as('parent') .select('b').values('work_date').as('work_date') .select('c').values('serial').as('child') .select('parent','child','work_date') .order().by('parent').by('child').by('work_date') ----------------------------------------------------------------------------------------------------------- 4.Query Profile: ==>Traversal Metrics Step Count Traversers Time (ms) % Dur ============================================================================================================= JanusGraphStep([],[serial.within([XXXXXX... 100 100 159.582 8.89 \_condition=((serial = XXXXXX OR serial = YYYYYY OR .... <- 100 search keys)) \_orders=[] \_isFitted=true \_isOrdered=true \_query=multiKSQ[100]@2000 \_index=bySerial optimization 0.018 optimization 6.744 backend-query 100 1074.225 \_query=bySerial:multiKSQ[100]@2000 \_limit=2000 RepeatStep([JanusGraphVertexStep(IN,[assembled]... 20669 20669 857.001 47.74 JanusGraphVertexStep(IN,[assembled],edge)@[b] 20669 20669 633.529 \_condition=type[assembled] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d \_multi=true \_vertices=204 optimization 0.477 backend-query 228 2.076 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.150 backend-query 0 43.366 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.093 backend-query 229 1.978 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 0 32.738 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.111 backend-query 229 1.577 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 0 17.827 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 229 1.517 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 0 5.729 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.071 backend-query 228 1.993 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.083 backend-query 0 3.335 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.150 backend-query 229 1.890 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.137 backend-query 0 32.593 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 229 2.253 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 230 1.624 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 12.797 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.116 backend-query 229 1.579 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.090 backend-query 0 5.764 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 229 1.651 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.134 backend-query 0 22.327 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 229 1.756 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.075 backend-query 0 11.145 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 229 1.947 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.086 backend-query 0 3.727 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.100 backend-query 116 1.492 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 0 27.159 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.132 backend-query 229 1.524 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.100 backend-query 0 7.173 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.075 backend-query 230 1.880 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.114 backend-query 0 3.696 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 228 1.645 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.143 backend-query 0 2.924 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.105 backend-query 229 2.010 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.316 backend-query 0 3.806 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.095 backend-query 230 1.854 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.185 backend-query 229 1.936 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.099 backend-query 0 2.135 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.479 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 0 5.907 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 1 1.129 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.109 backend-query 0 1.069 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.082 backend-query 231 1.245 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 1.175 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 229 1.308 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.078 backend-query 0 7.058 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.145 backend-query 231 1.655 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.115 backend-query 0 3.946 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 117 1.231 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 0 11.856 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 230 1.606 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 6.973 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 229 1.445 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 230 1.836 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.098 backend-query 0 2.552 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 116 1.450 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 0 4.072 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 229 1.421 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 0 2.342 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 229 0.999 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 1.847 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 229 1.171 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 0.999 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.051 backend-query 228 0.991 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 2.107 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.215 backend-query 116 1.678 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 229 1.578 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 3.649 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.096 backend-query 229 1.619 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.066 backend-query 228 1.549 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 116 1.610 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.154 backend-query 228 1.746 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 0 2.958 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.093 backend-query 232 1.698 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.143 backend-query 229 1.719 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 2.809 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 229 1.410 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.082 backend-query 229 1.458 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.109 backend-query 228 1.651 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.066 backend-query 228 1.417 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.111 backend-query 117 1.536 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.188 backend-query 0 1.660 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.132 backend-query 229 2.361 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 0 2.384 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.140 backend-query 229 1.680 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 230 1.342 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 3.129 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.118 backend-query 231 1.397 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.169 backend-query 0 5.665 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.114 backend-query 116 1.780 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.128 backend-query 0 2.316 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 229 1.521 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.083 backend-query 231 1.508 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 0 2.327 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 116 1.509 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.285 backend-query 0 2.007 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 116 1.245 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.134 backend-query 230 1.521 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 1 1.278 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 1.104 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.076 backend-query 231 1.287 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 229 1.768 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.098 backend-query 0 2.570 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 116 1.489 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 0 1.756 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.055 backend-query 229 1.133 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 116 1.241 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.056 backend-query 0 2.435 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.056 backend-query 228 1.099 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 0 1.017 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.080 backend-query 229 1.217 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 230 1.448 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 229 1.546 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 230 1.955 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.165 backend-query 0 3.284 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.102 backend-query 229 1.936 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 4.640 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 229 1.384 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 0 2.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 116 1.419 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 0 2.289 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.474 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.071 backend-query 229 1.646 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 1.408 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.068 backend-query 230 1.974 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.090 backend-query 229 1.923 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.151 backend-query 230 2.211 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 230 1.234 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.059 backend-query 0 1.695 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.125 backend-query 230 1.199 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 1.089 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.057 backend-query 116 1.807 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 0 1.299 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 228 1.397 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 228 1.776 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 0 1.980 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.101 backend-query 229 1.571 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.483 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 2.260 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 230 1.471 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 232 1.305 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 229 1.246 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 229 1.093 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.053 backend-query 229 1.420 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 226 1.596 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.145 backend-query 0 2.730 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.059 backend-query 229 1.550 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.076 backend-query 231 1.622 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 117 1.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 0 2.025 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 230 1.251 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 230 1.223 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.068 backend-query 116 1.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.051 backend-query 0 0.937 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.045 backend-query 116 1.597 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 228 1.595 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 0 3.238 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 229 1.573 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.078 backend-query 231 1.894 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 230 1.717 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 231 1.302 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d EdgeVertexStep(OUT)@[c] 20669 20669 39.223 PathFilterStep(simple) 20669 20669 44.905 JanusGraphMultiQueryStep(RepeatEndStep) 20669 20669 65.528 RepeatEndStep 20669 20669 39.443 SelectOneStep(last,a) 20669 20669 44.574 2.48 JanusGraphPropertiesStep([serial],value)@[parent] 20669 20669 92.515 5.15 \_condition=type[serial] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d \_multi=true \_vertices=100 optimization 0.090 backend-query 100 12.807 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d SelectOneStep(last,b) 20669 20669 41.753 2.33 JanusGraphPropertiesStep([work_date],value)@[wo... 20669 20669 98.648 5.50 SelectOneStep(last,c) 20669 20669 41.674 2.32 JanusGraphPropertiesStep([serial],value)@[child] 20669 20669 246.094 13.71 \_condition=type[serial] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d \_multi=true \_vertices=1392 optimization 0.060 backend-query 1392 136.281 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d SelectStep(last,[parent, child, work_date]) 20669 20669 49.139 2.74 OrderGlobalStep([[value(parent), asc], [value(c... 20669 20669 164.034 9.14 >TOTAL - - 1795.018 - ----------------------------------------------------------------------------------------------------------- Sorry for my poor English. Thanks, Manabu
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Manabu Kotani <smallcany...@...> #5340 Hi Marc, Thank you for your quick reply. Sorry for the lack of my explanation. I have a graph like below. (There are 3 levels in this figure, but not necessarily 3 levels.) When query by "A" for property "serial", then I would like to get results like these. 1. A, B, 2020-11-24 2. A, C, 2020-11-25 3. A, D, 2020-11-23 4. A, E, 2020-11-21 5. A, E, 2020-11-22 6. A, F, 2020-11-20 In this situation, how shoud I use until() step? Sorry for my low comprehension, I've just started to learn Gremlin. Best regards, Manabu 2020年11月25日水曜日 15:46:35 UTC+9 HadoopMarc: toggle quoted message Show quoted text Hi Manabu, repeat()/simplePath()/emit() can have valid uses, although normally you combine it with the times() or until() step to limit the number of repeats. The profile from your query suggests that the repeat step never takes effect, that is, each traversal takes only a single step from parent to child. The repeat step is not wrong in itself, but if it is not necessary you do not want it to be there if you do not know its impact on performance. Best wishes, Marc Op dinsdag 24 november 2020 om 08:43:36 UTC+1 schreef Manabu Kotani: Hi Marc, Thank you for your reply. I'm reading ref docs that you referred about sack()/barrier(). But, I've not able to understand yet. One question. What means this you advised? repeat()/simplePath()/emit() steps should not be used? in the current traversal the repeat(), simplePath() and emit() steps have no effect if the children do not assemble children themselves. So you can leave these steps out for clarity and to be sure that they do not influence the janusgraph execution plan Best regards, Manabu 2020年11月21日土曜日 20:13:28 UTC+9 HadoopMarc: Hi Manabu, Without knowing if the considerations below will really help, you may try the following: in the current traversal the repeat(), simplePath() and emit() steps have no effect if the children do not assemble children themselves. So you can leave these steps out for clarity and to be sure that they do not influence the janusgraph execution plan you may want to study the profile(), sack() and barrier() steps in the TinkerPop ref docs: https://tinkerpop.apache.org/docs/3.4.8/reference/#profile-step https://tinkerpop.apache.org/docs/3.4.8/reference/#sack-step https://tinkerpop.apache.org/docs/3.4.8/reference/#barrier-step https://kelvinlawrence.net/book/Gremlin-Graph-Guide.html#lambdasack https://groups.google.com/g/gremlin-users/c/yGs1rv8YXRw/m/Y_iKg15KAwAJ https://groups.google.com/g/gremlin-users/c/Z7WqhtHvhRc/m/SAbRRMvNBQAJ Because of your use of the as()/select() mechanism the traversers cannot be bulked and the number of traversers (20669) equals the path count (20669). I am not sure how bulking would affect the JanusGraph execution plan, but with some luck the number of backend calls decreases from 20669 to 1392 (the number of child vertices). You can influence the bulking by using the sack() step instead of the as()/select() mechanism. You presently get 20669 (a,b,c) items out of your query. You have to rewrite that to get 1392 child vertices out of your query that each have a sack with (a, b) items. Not well covered in the TinkerPop docs is that the sack can be initialized with a Collection object and that the split and merge operators can take closures to act on such a Collection. E.g. you could structure the Sack as an ArrayList that gets (b, a) tuples or "b\|a" strings appended during the traversal of a path. Finally, note that the barrier() step and LazyBarrierStrategy also influence the bulking process. Best wishes, Marc Op donderdag 19 november 2020 om 02:37:48 UTC+1 schreef Manabu Kotani: Hi All, I'm testing traversal query performance. My query (please see below) takes about 1.8sec. Is there solution for improve performance (faster than 1.8sec)? I hope that takes less than 500ms. 1.Environment: JanusGraph (0.5.2) + Cassandra (3.11.0) on Docker Desktop (Windows) 2.Schema: ------------------------------------------------------------------------------------------------ Vertex Label Name \| Partitioned \| Static \| --------------------------------------------------------------------------------------------------- item \| false \| false \| --------------------------------------------------------------------------------------------------- Edge Label Name \| Directed \| Unidirected \| Multiplicity \| --------------------------------------------------------------------------------------------------- assembled \| true \| false \| MULTI \| --------------------------------------------------------------------------------------------------- Property Key Name \| Cardinality \| Data Type \| --------------------------------------------------------------------------------------------------- serial \| SINGLE \| class java.lang.String \| work_date \| SINGLE \| class java.util.Date \| --------------------------------------------------------------------------------------------------- Vertex Index Name \| Type \| Unique \| Backing \| Key: Status \| --------------------------------------------------------------------------------------------------- bySerial \| Composite \| false \| internalindex \| serial: ENABLED \| --------------------------------------------------------------------------------------------------- Edge Index (VCI) Name \| Type \| Unique \| Backing \| Key: Status \| --------------------------------------------------------------------------------------------------- byWorkDate \| Composite \| false \| internalindex \| work_date: ENABLED \| --------------------------------------------------------------------------------------------------- Relation Index \| Type \| Direction \| Sort Key \| Order \| Status \| --------------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------- ----------------------------------------------------------------------------------------------------------- 3.Query: g.V().has('serial',within('XXXXXX','YYYYYY',....<- 100 search keys).as('a') .repeat(inE('assembled').as('b').outV().as('c').simplePath()) .emit() .select('a').values('serial').as('parent') .select('b').values('work_date').as('work_date') .select('c').values('serial').as('child') .select('parent','child','work_date') .order().by('parent').by('child').by('work_date') ----------------------------------------------------------------------------------------------------------- 4.Query Profile: ==>Traversal Metrics Step Count Traversers Time (ms) % Dur ============================================================================================================= JanusGraphStep([],[serial.within([XXXXXX... 100 100 159.582 8.89 \_condition=((serial = XXXXXX OR serial = YYYYYY OR .... <- 100 search keys)) \_orders=[] \_isFitted=true \_isOrdered=true \_query=multiKSQ[100]@2000 \_index=bySerial optimization 0.018 optimization 6.744 backend-query 100 1074.225 \_query=bySerial:multiKSQ[100]@2000 \_limit=2000 RepeatStep([JanusGraphVertexStep(IN,[assembled]... 20669 20669 857.001 47.74 JanusGraphVertexStep(IN,[assembled],edge)@[b] 20669 20669 633.529 \_condition=type[assembled] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d \_multi=true \_vertices=204 optimization 0.477 backend-query 228 2.076 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.150 backend-query 0 43.366 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.093 backend-query 229 1.978 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 0 32.738 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.111 backend-query 229 1.577 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 0 17.827 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 229 1.517 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 0 5.729 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.071 backend-query 228 1.993 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.083 backend-query 0 3.335 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.150 backend-query 229 1.890 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.137 backend-query 0 32.593 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 229 2.253 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 230 1.624 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 12.797 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.116 backend-query 229 1.579 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.090 backend-query 0 5.764 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 229 1.651 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.134 backend-query 0 22.327 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 229 1.756 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.075 backend-query 0 11.145 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 229 1.947 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.086 backend-query 0 3.727 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.100 backend-query 116 1.492 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 0 27.159 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.132 backend-query 229 1.524 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.100 backend-query 0 7.173 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.075 backend-query 230 1.880 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.114 backend-query 0 3.696 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 228 1.645 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.143 backend-query 0 2.924 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.105 backend-query 229 2.010 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.316 backend-query 0 3.806 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.095 backend-query 230 1.854 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.185 backend-query 229 1.936 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.099 backend-query 0 2.135 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.479 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 0 5.907 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 1 1.129 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.109 backend-query 0 1.069 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.082 backend-query 231 1.245 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 1.175 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 229 1.308 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.078 backend-query 0 7.058 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.145 backend-query 231 1.655 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.115 backend-query 0 3.946 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 117 1.231 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 0 11.856 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 230 1.606 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 6.973 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 229 1.445 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 230 1.836 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.098 backend-query 0 2.552 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 116 1.450 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 0 4.072 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 229 1.421 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 0 2.342 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 229 0.999 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 1.847 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 229 1.171 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 0.999 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.051 backend-query 228 0.991 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 2.107 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.215 backend-query 116 1.678 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 229 1.578 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 3.649 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.096 backend-query 229 1.619 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.066 backend-query 228 1.549 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 116 1.610 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.154 backend-query 228 1.746 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 0 2.958 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.093 backend-query 232 1.698 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.143 backend-query 229 1.719 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 2.809 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 229 1.410 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.082 backend-query 229 1.458 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.109 backend-query 228 1.651 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.066 backend-query 228 1.417 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.111 backend-query 117 1.536 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.188 backend-query 0 1.660 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.132 backend-query 229 2.361 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 0 2.384 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.140 backend-query 229 1.680 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 230 1.342 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 3.129 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.118 backend-query 231 1.397 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.169 backend-query 0 5.665 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.114 backend-query 116 1.780 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.128 backend-query 0 2.316 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 229 1.521 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.083 backend-query 231 1.508 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 0 2.327 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 116 1.509 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.285 backend-query 0 2.007 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 116 1.245 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.134 backend-query 230 1.521 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 1 1.278 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 1.104 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.076 backend-query 231 1.287 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 229 1.768 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.098 backend-query 0 2.570 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 116 1.489 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 0 1.756 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.055 backend-query 229 1.133 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 116 1.241 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.056 backend-query 0 2.435 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.056 backend-query 228 1.099 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 0 1.017 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.080 backend-query 229 1.217 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 230 1.448 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 229 1.546 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 230 1.955 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.165 backend-query 0 3.284 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.102 backend-query 229 1.936 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 4.640 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 229 1.384 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 0 2.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 116 1.419 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 0 2.289 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.474 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.071 backend-query 229 1.646 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 1.408 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.068 backend-query 230 1.974 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.090 backend-query 229 1.923 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.151 backend-query 230 2.211 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 230 1.234 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.059 backend-query 0 1.695 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.125 backend-query 230 1.199 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 1.089 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.057 backend-query 116 1.807 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 0 1.299 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 228 1.397 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 228 1.776 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 0 1.980 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.101 backend-query 229 1.571 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.483 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 2.260 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 230 1.471 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 232 1.305 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 229 1.246 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 229 1.093 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.053 backend-query 229 1.420 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 226 1.596 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.145 backend-query 0 2.730 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.059 backend-query 229 1.550 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.076 backend-query 231 1.622 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 117 1.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 0 2.025 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 230 1.251 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 230 1.223 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.068 backend-query 116 1.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.051 backend-query 0 0.937 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.045 backend-query 116 1.597 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 228 1.595 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 0 3.238 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 229 1.573 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.078 backend-query 231 1.894 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 230 1.717 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 231 1.302 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d EdgeVertexStep(OUT)@[c] 20669 20669 39.223 PathFilterStep(simple) 20669 20669 44.905 JanusGraphMultiQueryStep(RepeatEndStep) 20669 20669 65.528 RepeatEndStep 20669 20669 39.443 SelectOneStep(last,a) 20669 20669 44.574 2.48 JanusGraphPropertiesStep([serial],value)@[parent] 20669 20669 92.515 5.15 \_condition=type[serial] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d \_multi=true \_vertices=100 optimization 0.090 backend-query 100 12.807 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d SelectOneStep(last,b) 20669 20669 41.753 2.33 JanusGraphPropertiesStep([work_date],value)@[wo... 20669 20669 98.648 5.50 SelectOneStep(last,c) 20669 20669 41.674 2.32 JanusGraphPropertiesStep([serial],value)@[child] 20669 20669 246.094 13.71 \_condition=type[serial] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d \_multi=true \_vertices=1392 optimization 0.060 backend-query 1392 136.281 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d SelectStep(last,[parent, child, work_date]) 20669 20669 49.139 2.74 OrderGlobalStep([[value(parent), asc], [value(c... 20669 20669 164.034 9.14 >TOTAL - - 1795.018 - ----------------------------------------------------------------------------------------------------------- Sorry for my poor English. Thanks, Manabu
More
HadoopMarc <bi...@...> #5341 Hi Manabu, What edge are present between vertices A,B,C,D,E,F? If there are only edges A-B, A-C, A-D, A-E, A-F, you do not need repeat(). Best wishes, Marc Op woensdag 25 november 2020 om 09:22:34 UTC+1 schreef Manabu Kotani: toggle quoted message Show quoted text Hi Marc, Thank you for your quick reply. Sorry for the lack of my explanation. I have a graph like below. (There are 3 levels in this figure, but not necessarily 3 levels.) When query by "A" for property "serial", then I would like to get results like these. 1. A, B, 2020-11-24 2. A, C, 2020-11-25 3. A, D, 2020-11-23 4. A, E, 2020-11-21 5. A, E, 2020-11-22 6. A, F, 2020-11-20 In this situation, how shoud I use until() step? Sorry for my low comprehension, I've just started to learn Gremlin. Best regards, Manabu 2020年11月25日水曜日 15:46:35 UTC+9 HadoopMarc: Hi Manabu, repeat()/simplePath()/emit() can have valid uses, although normally you combine it with the times() or until() step to limit the number of repeats. The profile from your query suggests that the repeat step never takes effect, that is, each traversal takes only a single step from parent to child. The repeat step is not wrong in itself, but if it is not necessary you do not want it to be there if you do not know its impact on performance. Best wishes, Marc Op dinsdag 24 november 2020 om 08:43:36 UTC+1 schreef Manabu Kotani: Hi Marc, Thank you for your reply. I'm reading ref docs that you referred about sack()/barrier(). But, I've not able to understand yet. One question. What means this you advised? repeat()/simplePath()/emit() steps should not be used? in the current traversal the repeat(), simplePath() and emit() steps have no effect if the children do not assemble children themselves. So you can leave these steps out for clarity and to be sure that they do not influence the janusgraph execution plan Best regards, Manabu 2020年11月21日土曜日 20:13:28 UTC+9 HadoopMarc: Hi Manabu, Without knowing if the considerations below will really help, you may try the following: in the current traversal the repeat(), simplePath() and emit() steps have no effect if the children do not assemble children themselves. So you can leave these steps out for clarity and to be sure that they do not influence the janusgraph execution plan you may want to study the profile(), sack() and barrier() steps in the TinkerPop ref docs: https://tinkerpop.apache.org/docs/3.4.8/reference/#profile-step https://tinkerpop.apache.org/docs/3.4.8/reference/#sack-step https://tinkerpop.apache.org/docs/3.4.8/reference/#barrier-step https://kelvinlawrence.net/book/Gremlin-Graph-Guide.html#lambdasack https://groups.google.com/g/gremlin-users/c/yGs1rv8YXRw/m/Y_iKg15KAwAJ https://groups.google.com/g/gremlin-users/c/Z7WqhtHvhRc/m/SAbRRMvNBQAJ Because of your use of the as()/select() mechanism the traversers cannot be bulked and the number of traversers (20669) equals the path count (20669). I am not sure how bulking would affect the JanusGraph execution plan, but with some luck the number of backend calls decreases from 20669 to 1392 (the number of child vertices). You can influence the bulking by using the sack() step instead of the as()/select() mechanism. You presently get 20669 (a,b,c) items out of your query. You have to rewrite that to get 1392 child vertices out of your query that each have a sack with (a, b) items. Not well covered in the TinkerPop docs is that the sack can be initialized with a Collection object and that the split and merge operators can take closures to act on such a Collection. E.g. you could structure the Sack as an ArrayList that gets (b, a) tuples or "b\|a" strings appended during the traversal of a path. Finally, note that the barrier() step and LazyBarrierStrategy also influence the bulking process. Best wishes, Marc Op donderdag 19 november 2020 om 02:37:48 UTC+1 schreef Manabu Kotani: Hi All, I'm testing traversal query performance. My query (please see below) takes about 1.8sec. Is there solution for improve performance (faster than 1.8sec)? I hope that takes less than 500ms. 1.Environment: JanusGraph (0.5.2) + Cassandra (3.11.0) on Docker Desktop (Windows) 2.Schema: ------------------------------------------------------------------------------------------------ Vertex Label Name \| Partitioned \| Static \| --------------------------------------------------------------------------------------------------- item \| false \| false \| --------------------------------------------------------------------------------------------------- Edge Label Name \| Directed \| Unidirected \| Multiplicity \| --------------------------------------------------------------------------------------------------- assembled \| true \| false \| MULTI \| --------------------------------------------------------------------------------------------------- Property Key Name \| Cardinality \| Data Type \| --------------------------------------------------------------------------------------------------- serial \| SINGLE \| class java.lang.String \| work_date \| SINGLE \| class java.util.Date \| --------------------------------------------------------------------------------------------------- Vertex Index Name \| Type \| Unique \| Backing \| Key: Status \| --------------------------------------------------------------------------------------------------- bySerial \| Composite \| false \| internalindex \| serial: ENABLED \| --------------------------------------------------------------------------------------------------- Edge Index (VCI) Name \| Type \| Unique \| Backing \| Key: Status \| --------------------------------------------------------------------------------------------------- byWorkDate \| Composite \| false \| internalindex \| work_date: ENABLED \| --------------------------------------------------------------------------------------------------- Relation Index \| Type \| Direction \| Sort Key \| Order \| Status \| --------------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------- ----------------------------------------------------------------------------------------------------------- 3.Query: g.V().has('serial',within('XXXXXX','YYYYYY',....<- 100 search keys).as('a') .repeat(inE('assembled').as('b').outV().as('c').simplePath()) .emit() .select('a').values('serial').as('parent') .select('b').values('work_date').as('work_date') .select('c').values('serial').as('child') .select('parent','child','work_date') .order().by('parent').by('child').by('work_date') ----------------------------------------------------------------------------------------------------------- 4.Query Profile: ==>Traversal Metrics Step Count Traversers Time (ms) % Dur ============================================================================================================= JanusGraphStep([],[serial.within([XXXXXX... 100 100 159.582 8.89 \_condition=((serial = XXXXXX OR serial = YYYYYY OR .... <- 100 search keys)) \_orders=[] \_isFitted=true \_isOrdered=true \_query=multiKSQ[100]@2000 \_index=bySerial optimization 0.018 optimization 6.744 backend-query 100 1074.225 \_query=bySerial:multiKSQ[100]@2000 \_limit=2000 RepeatStep([JanusGraphVertexStep(IN,[assembled]... 20669 20669 857.001 47.74 JanusGraphVertexStep(IN,[assembled],edge)@[b] 20669 20669 633.529 \_condition=type[assembled] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d \_multi=true \_vertices=204 optimization 0.477 backend-query 228 2.076 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.150 backend-query 0 43.366 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.093 backend-query 229 1.978 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 0 32.738 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.111 backend-query 229 1.577 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 0 17.827 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 229 1.517 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 0 5.729 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.071 backend-query 228 1.993 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.083 backend-query 0 3.335 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.150 backend-query 229 1.890 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.137 backend-query 0 32.593 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 229 2.253 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 230 1.624 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 12.797 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.116 backend-query 229 1.579 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.090 backend-query 0 5.764 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 229 1.651 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.134 backend-query 0 22.327 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 229 1.756 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.075 backend-query 0 11.145 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 229 1.947 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.086 backend-query 0 3.727 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.100 backend-query 116 1.492 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 0 27.159 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.132 backend-query 229 1.524 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.100 backend-query 0 7.173 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.075 backend-query 230 1.880 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.114 backend-query 0 3.696 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 228 1.645 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.143 backend-query 0 2.924 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.105 backend-query 229 2.010 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.316 backend-query 0 3.806 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.095 backend-query 230 1.854 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.185 backend-query 229 1.936 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.099 backend-query 0 2.135 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.479 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 0 5.907 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 1 1.129 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.109 backend-query 0 1.069 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.082 backend-query 231 1.245 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 1.175 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 229 1.308 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.078 backend-query 0 7.058 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.145 backend-query 231 1.655 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.115 backend-query 0 3.946 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 117 1.231 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 0 11.856 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 230 1.606 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 6.973 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 229 1.445 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 230 1.836 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.098 backend-query 0 2.552 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 116 1.450 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 0 4.072 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 229 1.421 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 0 2.342 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 229 0.999 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 1.847 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 229 1.171 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 0.999 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.051 backend-query 228 0.991 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 2.107 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.215 backend-query 116 1.678 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 229 1.578 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 3.649 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.096 backend-query 229 1.619 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.066 backend-query 228 1.549 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 116 1.610 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.154 backend-query 228 1.746 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 0 2.958 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.093 backend-query 232 1.698 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.143 backend-query 229 1.719 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 2.809 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 229 1.410 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.082 backend-query 229 1.458 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.109 backend-query 228 1.651 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.066 backend-query 228 1.417 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.111 backend-query 117 1.536 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.188 backend-query 0 1.660 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.132 backend-query 229 2.361 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 0 2.384 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.140 backend-query 229 1.680 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 230 1.342 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 3.129 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.118 backend-query 231 1.397 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.169 backend-query 0 5.665 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.114 backend-query 116 1.780 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.128 backend-query 0 2.316 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 229 1.521 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.083 backend-query 231 1.508 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 0 2.327 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 116 1.509 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.285 backend-query 0 2.007 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 116 1.245 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.134 backend-query 230 1.521 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 1 1.278 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 1.104 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.076 backend-query 231 1.287 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 229 1.768 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.098 backend-query 0 2.570 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 116 1.489 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 0 1.756 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.055 backend-query 229 1.133 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 116 1.241 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.056 backend-query 0 2.435 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.056 backend-query 228 1.099 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 0 1.017 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.080 backend-query 229 1.217 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 230 1.448 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 229 1.546 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 230 1.955 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.165 backend-query 0 3.284 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.102 backend-query 229 1.936 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 4.640 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 229 1.384 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 0 2.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 116 1.419 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 0 2.289 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.474 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.071 backend-query 229 1.646 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 1.408 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.068 backend-query 230 1.974 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.090 backend-query 229 1.923 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.151 backend-query 230 2.211 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 230 1.234 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.059 backend-query 0 1.695 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.125 backend-query 230 1.199 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 1.089 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.057 backend-query 116 1.807 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 0 1.299 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 228 1.397 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 228 1.776 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 0 1.980 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.101 backend-query 229 1.571 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.483 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 2.260 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 230 1.471 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 232 1.305 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 229 1.246 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 229 1.093 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.053 backend-query 229 1.420 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 226 1.596 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.145 backend-query 0 2.730 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.059 backend-query 229 1.550 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.076 backend-query 231 1.622 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 117 1.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 0 2.025 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 230 1.251 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 230 1.223 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.068 backend-query 116 1.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.051 backend-query 0 0.937 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.045 backend-query 116 1.597 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 228 1.595 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 0 3.238 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 229 1.573 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.078 backend-query 231 1.894 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 230 1.717 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 231 1.302 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d EdgeVertexStep(OUT)@[c] 20669 20669 39.223 PathFilterStep(simple) 20669 20669 44.905 JanusGraphMultiQueryStep(RepeatEndStep) 20669 20669 65.528 RepeatEndStep 20669 20669 39.443 SelectOneStep(last,a) 20669 20669 44.574 2.48 JanusGraphPropertiesStep([serial],value)@[parent] 20669 20669 92.515 5.15 \_condition=type[serial] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d \_multi=true \_vertices=100 optimization 0.090 backend-query 100 12.807 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d SelectOneStep(last,b) 20669 20669 41.753 2.33 JanusGraphPropertiesStep([work_date],value)@[wo... 20669 20669 98.648 5.50 SelectOneStep(last,c) 20669 20669 41.674 2.32 JanusGraphPropertiesStep([serial],value)@[child] 20669 20669 246.094 13.71 \_condition=type[serial] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d \_multi=true \_vertices=1392 optimization 0.060 backend-query 1392 136.281 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d SelectStep(last,[parent, child, work_date]) 20669 20669 49.139 2.74 OrderGlobalStep([[value(parent), asc], [value(c... 20669 20669 164.034 9.14 >TOTAL - - 1795.018 - ----------------------------------------------------------------------------------------------------------- Sorry for my poor English. Thanks, Manabu
More
Manabu Kotani <smallcany...@...> #5342 Hi Marc, Sorry, I forgot an attachment (Image of tree structure). Relationships between vertices and edges are like below. (Label:item, serial:A)<--[Label:assembled, work_date:2020-11-24]--(Label:item, serial:B) (Label:item, serial:A)<--[Label:assembled, work_date:2020-11-25]--(Label:item, serial:C) (Label:item, serial:B)<--[Label:assembled, work_date:2020-11-23]--(Label:item, serial:D) (Label:item, serial:B)<--[Label:assembled, work_date:2020-11-22]--(Label:item, serial:E) (Label:item, serial:C)<--[Label:assembled, work_date:2020-11-21]--(Label:item, serial:E) (Label:item, serial:C)<--[Label:assembled, work_date:2020-11-20]--(Label:item, serial:F) Best regards, Manabu 2020年11月25日水曜日 19:55:54 UTC+9 HadoopMarc: toggle quoted message Show quoted text Hi Manabu, What edge are present between vertices A,B,C,D,E,F? If there are only edges A-B, A-C, A-D, A-E, A-F, you do not need repeat(). Best wishes, Marc Op woensdag 25 november 2020 om 09:22:34 UTC+1 schreef Manabu Kotani: Hi Marc, Thank you for your quick reply. Sorry for the lack of my explanation. I have a graph like below. (There are 3 levels in this figure, but not necessarily 3 levels.) When query by "A" for property "serial", then I would like to get results like these. 1. A, B, 2020-11-24 2. A, C, 2020-11-25 3. A, D, 2020-11-23 4. A, E, 2020-11-21 5. A, E, 2020-11-22 6. A, F, 2020-11-20 In this situation, how shoud I use until() step? Sorry for my low comprehension, I've just started to learn Gremlin. Best regards, Manabu 2020年11月25日水曜日 15:46:35 UTC+9 HadoopMarc: Hi Manabu, repeat()/simplePath()/emit() can have valid uses, although normally you combine it with the times() or until() step to limit the number of repeats. The profile from your query suggests that the repeat step never takes effect, that is, each traversal takes only a single step from parent to child. The repeat step is not wrong in itself, but if it is not necessary you do not want it to be there if you do not know its impact on performance. Best wishes, Marc Op dinsdag 24 november 2020 om 08:43:36 UTC+1 schreef Manabu Kotani: Hi Marc, Thank you for your reply. I'm reading ref docs that you referred about sack()/barrier(). But, I've not able to understand yet. One question. What means this you advised? repeat()/simplePath()/emit() steps should not be used? in the current traversal the repeat(), simplePath() and emit() steps have no effect if the children do not assemble children themselves. So you can leave these steps out for clarity and to be sure that they do not influence the janusgraph execution plan Best regards, Manabu 2020年11月21日土曜日 20:13:28 UTC+9 HadoopMarc: Hi Manabu, Without knowing if the considerations below will really help, you may try the following: in the current traversal the repeat(), simplePath() and emit() steps have no effect if the children do not assemble children themselves. So you can leave these steps out for clarity and to be sure that they do not influence the janusgraph execution plan you may want to study the profile(), sack() and barrier() steps in the TinkerPop ref docs: https://tinkerpop.apache.org/docs/3.4.8/reference/#profile-step https://tinkerpop.apache.org/docs/3.4.8/reference/#sack-step https://tinkerpop.apache.org/docs/3.4.8/reference/#barrier-step https://kelvinlawrence.net/book/Gremlin-Graph-Guide.html#lambdasack https://groups.google.com/g/gremlin-users/c/yGs1rv8YXRw/m/Y_iKg15KAwAJ https://groups.google.com/g/gremlin-users/c/Z7WqhtHvhRc/m/SAbRRMvNBQAJ Because of your use of the as()/select() mechanism the traversers cannot be bulked and the number of traversers (20669) equals the path count (20669). I am not sure how bulking would affect the JanusGraph execution plan, but with some luck the number of backend calls decreases from 20669 to 1392 (the number of child vertices). You can influence the bulking by using the sack() step instead of the as()/select() mechanism. You presently get 20669 (a,b,c) items out of your query. You have to rewrite that to get 1392 child vertices out of your query that each have a sack with (a, b) items. Not well covered in the TinkerPop docs is that the sack can be initialized with a Collection object and that the split and merge operators can take closures to act on such a Collection. E.g. you could structure the Sack as an ArrayList that gets (b, a) tuples or "b\|a" strings appended during the traversal of a path. Finally, note that the barrier() step and LazyBarrierStrategy also influence the bulking process. Best wishes, Marc Op donderdag 19 november 2020 om 02:37:48 UTC+1 schreef Manabu Kotani: Hi All, I'm testing traversal query performance. My query (please see below) takes about 1.8sec. Is there solution for improve performance (faster than 1.8sec)? I hope that takes less than 500ms. 1.Environment: JanusGraph (0.5.2) + Cassandra (3.11.0) on Docker Desktop (Windows) 2.Schema: ------------------------------------------------------------------------------------------------ Vertex Label Name \| Partitioned \| Static \| --------------------------------------------------------------------------------------------------- item \| false \| false \| --------------------------------------------------------------------------------------------------- Edge Label Name \| Directed \| Unidirected \| Multiplicity \| --------------------------------------------------------------------------------------------------- assembled \| true \| false \| MULTI \| --------------------------------------------------------------------------------------------------- Property Key Name \| Cardinality \| Data Type \| --------------------------------------------------------------------------------------------------- serial \| SINGLE \| class java.lang.String \| work_date \| SINGLE \| class java.util.Date \| --------------------------------------------------------------------------------------------------- Vertex Index Name \| Type \| Unique \| Backing \| Key: Status \| --------------------------------------------------------------------------------------------------- bySerial \| Composite \| false \| internalindex \| serial: ENABLED \| --------------------------------------------------------------------------------------------------- Edge Index (VCI) Name \| Type \| Unique \| Backing \| Key: Status \| --------------------------------------------------------------------------------------------------- byWorkDate \| Composite \| false \| internalindex \| work_date: ENABLED \| --------------------------------------------------------------------------------------------------- Relation Index \| Type \| Direction \| Sort Key \| Order \| Status \| --------------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------- ----------------------------------------------------------------------------------------------------------- 3.Query: g.V().has('serial',within('XXXXXX','YYYYYY',....<- 100 search keys).as('a') .repeat(inE('assembled').as('b').outV().as('c').simplePath()) .emit() .select('a').values('serial').as('parent') .select('b').values('work_date').as('work_date') .select('c').values('serial').as('child') .select('parent','child','work_date') .order().by('parent').by('child').by('work_date') ----------------------------------------------------------------------------------------------------------- 4.Query Profile: ==>Traversal Metrics Step Count Traversers Time (ms) % Dur ============================================================================================================= JanusGraphStep([],[serial.within([XXXXXX... 100 100 159.582 8.89 \_condition=((serial = XXXXXX OR serial = YYYYYY OR .... <- 100 search keys)) \_orders=[] \_isFitted=true \_isOrdered=true \_query=multiKSQ[100]@2000 \_index=bySerial optimization 0.018 optimization 6.744 backend-query 100 1074.225 \_query=bySerial:multiKSQ[100]@2000 \_limit=2000 RepeatStep([JanusGraphVertexStep(IN,[assembled]... 20669 20669 857.001 47.74 JanusGraphVertexStep(IN,[assembled],edge)@[b] 20669 20669 633.529 \_condition=type[assembled] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d \_multi=true \_vertices=204 optimization 0.477 backend-query 228 2.076 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.150 backend-query 0 43.366 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.093 backend-query 229 1.978 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 0 32.738 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.111 backend-query 229 1.577 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 0 17.827 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 229 1.517 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 0 5.729 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.071 backend-query 228 1.993 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.083 backend-query 0 3.335 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.150 backend-query 229 1.890 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.137 backend-query 0 32.593 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 229 2.253 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 230 1.624 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 12.797 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.116 backend-query 229 1.579 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.090 backend-query 0 5.764 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 229 1.651 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.134 backend-query 0 22.327 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 229 1.756 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.075 backend-query 0 11.145 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 229 1.947 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.086 backend-query 0 3.727 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.100 backend-query 116 1.492 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 0 27.159 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.132 backend-query 229 1.524 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.100 backend-query 0 7.173 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.075 backend-query 230 1.880 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.114 backend-query 0 3.696 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 228 1.645 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.143 backend-query 0 2.924 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.105 backend-query 229 2.010 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.316 backend-query 0 3.806 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.095 backend-query 230 1.854 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.185 backend-query 229 1.936 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.099 backend-query 0 2.135 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.479 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 0 5.907 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 1 1.129 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.109 backend-query 0 1.069 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.082 backend-query 231 1.245 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 1.175 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 229 1.308 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.078 backend-query 0 7.058 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.145 backend-query 231 1.655 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.115 backend-query 0 3.946 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 117 1.231 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 0 11.856 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 230 1.606 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 6.973 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 229 1.445 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 230 1.836 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.098 backend-query 0 2.552 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 116 1.450 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 0 4.072 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 229 1.421 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 0 2.342 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 229 0.999 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 1.847 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 229 1.171 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 0.999 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.051 backend-query 228 0.991 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 2.107 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.215 backend-query 116 1.678 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 229 1.578 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 3.649 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.096 backend-query 229 1.619 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.066 backend-query 228 1.549 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 116 1.610 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.154 backend-query 228 1.746 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 0 2.958 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.093 backend-query 232 1.698 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.143 backend-query 229 1.719 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 2.809 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 229 1.410 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.082 backend-query 229 1.458 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.109 backend-query 228 1.651 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.066 backend-query 228 1.417 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.111 backend-query 117 1.536 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.188 backend-query 0 1.660 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.132 backend-query 229 2.361 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 0 2.384 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.140 backend-query 229 1.680 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 230 1.342 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 3.129 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.118 backend-query 231 1.397 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.169 backend-query 0 5.665 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.114 backend-query 116 1.780 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.128 backend-query 0 2.316 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 229 1.521 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.083 backend-query 231 1.508 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 0 2.327 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 116 1.509 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.285 backend-query 0 2.007 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 116 1.245 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.134 backend-query 230 1.521 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 1 1.278 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 1.104 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.076 backend-query 231 1.287 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 229 1.768 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.098 backend-query 0 2.570 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 116 1.489 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 0 1.756 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.055 backend-query 229 1.133 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 116 1.241 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.056 backend-query 0 2.435 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.056 backend-query 228 1.099 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 0 1.017 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.080 backend-query 229 1.217 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 230 1.448 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 229 1.546 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 230 1.955 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.165 backend-query 0 3.284 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.102 backend-query 229 1.936 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 4.640 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 229 1.384 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 0 2.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 116 1.419 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 0 2.289 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.474 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.071 backend-query 229 1.646 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 1.408 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.068 backend-query 230 1.974 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.090 backend-query 229 1.923 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.151 backend-query 230 2.211 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 230 1.234 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.059 backend-query 0 1.695 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.125 backend-query 230 1.199 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 1.089 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.057 backend-query 116 1.807 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 0 1.299 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 228 1.397 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 228 1.776 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 0 1.980 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.101 backend-query 229 1.571 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.483 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 2.260 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 230 1.471 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 232 1.305 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 229 1.246 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 229 1.093 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.053 backend-query 229 1.420 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 226 1.596 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.145 backend-query 0 2.730 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.059 backend-query 229 1.550 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.076 backend-query 231 1.622 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 117 1.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 0 2.025 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 230 1.251 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 230 1.223 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.068 backend-query 116 1.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.051 backend-query 0 0.937 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.045 backend-query 116 1.597 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 228 1.595 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 0 3.238 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 229 1.573 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.078 backend-query 231 1.894 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 230 1.717 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 231 1.302 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d EdgeVertexStep(OUT)@[c] 20669 20669 39.223 PathFilterStep(simple) 20669 20669 44.905 JanusGraphMultiQueryStep(RepeatEndStep) 20669 20669 65.528 RepeatEndStep 20669 20669 39.443 SelectOneStep(last,a) 20669 20669 44.574 2.48 JanusGraphPropertiesStep([serial],value)@[parent] 20669 20669 92.515 5.15 \_condition=type[serial] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d \_multi=true \_vertices=100 optimization 0.090 backend-query 100 12.807 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d SelectOneStep(last,b) 20669 20669 41.753 2.33 JanusGraphPropertiesStep([work_date],value)@[wo... 20669 20669 98.648 5.50 SelectOneStep(last,c) 20669 20669 41.674 2.32 JanusGraphPropertiesStep([serial],value)@[child] 20669 20669 246.094 13.71 \_condition=type[serial] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d \_multi=true \_vertices=1392 optimization 0.060 backend-query 1392 136.281 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d SelectStep(last,[parent, child, work_date]) 20669 20669 49.139 2.74 OrderGlobalStep([[value(parent), asc], [value(c... 20669 20669 164.034 9.14 >TOTAL - - 1795.018 - ----------------------------------------------------------------------------------------------------------- Sorry for my poor English. Thanks, Manabu
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HadoopMarc <bi...@...> #5343 Hi Manabu, OK, I think for this graph structure your initial query is fine for getting the right output results. Still, to better understand the impact on the performance of using sack() you might want to split up your query during experimentation: g.V().has('serial',within('XXXXXX','YYYYYY')).inE('assembled').outV() g.V().has('serial',within('XXXXXX','YYYYYY')).as('a').in('assembled').inE('assembled').where(outV(), neq('a')).outV() // query not tested Note that I did not use the SimplePath() step, but because it probably precludes the bulking after adding appropriate sack() steps. If you want others to step in for getting the sack() steps right, please provide the gremlin steps to create your sample graph and the query you have already tried with query output and profile() output. Best wishes, Marc Op donderdag 26 november 2020 om 00:29:33 UTC+1 schreef Manabu Kotani: toggle quoted message Show quoted text Hi Marc, Sorry, I forgot an attachment (Image of tree structure). Relationships between vertices and edges are like below. (Label:item, serial:A)<--[Label:assembled, work_date:2020-11-24]--(Label:item, serial:B) (Label:item, serial:A)<--[Label:assembled, work_date:2020-11-25]--(Label:item, serial:C) (Label:item, serial:B)<--[Label:assembled, work_date:2020-11-23]--(Label:item, serial:D) (Label:item, serial:B)<--[Label:assembled, work_date:2020-11-22]--(Label:item, serial:E) (Label:item, serial:C)<--[Label:assembled, work_date:2020-11-21]--(Label:item, serial:E) (Label:item, serial:C)<--[Label:assembled, work_date:2020-11-20]--(Label:item, serial:F) Best regards, Manabu 2020年11月25日水曜日 19:55:54 UTC+9 HadoopMarc: Hi Manabu, What edge are present between vertices A,B,C,D,E,F? If there are only edges A-B, A-C, A-D, A-E, A-F, you do not need repeat(). Best wishes, Marc Op woensdag 25 november 2020 om 09:22:34 UTC+1 schreef Manabu Kotani: Hi Marc, Thank you for your quick reply. Sorry for the lack of my explanation. I have a graph like below. (There are 3 levels in this figure, but not necessarily 3 levels.) When query by "A" for property "serial", then I would like to get results like these. 1. A, B, 2020-11-24 2. A, C, 2020-11-25 3. A, D, 2020-11-23 4. A, E, 2020-11-21 5. A, E, 2020-11-22 6. A, F, 2020-11-20 In this situation, how shoud I use until() step? Sorry for my low comprehension, I've just started to learn Gremlin. Best regards, Manabu 2020年11月25日水曜日 15:46:35 UTC+9 HadoopMarc: Hi Manabu, repeat()/simplePath()/emit() can have valid uses, although normally you combine it with the times() or until() step to limit the number of repeats. The profile from your query suggests that the repeat step never takes effect, that is, each traversal takes only a single step from parent to child. The repeat step is not wrong in itself, but if it is not necessary you do not want it to be there if you do not know its impact on performance. Best wishes, Marc Op dinsdag 24 november 2020 om 08:43:36 UTC+1 schreef Manabu Kotani: Hi Marc, Thank you for your reply. I'm reading ref docs that you referred about sack()/barrier(). But, I've not able to understand yet. One question. What means this you advised? repeat()/simplePath()/emit() steps should not be used? in the current traversal the repeat(), simplePath() and emit() steps have no effect if the children do not assemble children themselves. So you can leave these steps out for clarity and to be sure that they do not influence the janusgraph execution plan Best regards, Manabu 2020年11月21日土曜日 20:13:28 UTC+9 HadoopMarc: Hi Manabu, Without knowing if the considerations below will really help, you may try the following: in the current traversal the repeat(), simplePath() and emit() steps have no effect if the children do not assemble children themselves. So you can leave these steps out for clarity and to be sure that they do not influence the janusgraph execution plan you may want to study the profile(), sack() and barrier() steps in the TinkerPop ref docs: https://tinkerpop.apache.org/docs/3.4.8/reference/#profile-step https://tinkerpop.apache.org/docs/3.4.8/reference/#sack-step https://tinkerpop.apache.org/docs/3.4.8/reference/#barrier-step https://kelvinlawrence.net/book/Gremlin-Graph-Guide.html#lambdasack https://groups.google.com/g/gremlin-users/c/yGs1rv8YXRw/m/Y_iKg15KAwAJ https://groups.google.com/g/gremlin-users/c/Z7WqhtHvhRc/m/SAbRRMvNBQAJ Because of your use of the as()/select() mechanism the traversers cannot be bulked and the number of traversers (20669) equals the path count (20669). I am not sure how bulking would affect the JanusGraph execution plan, but with some luck the number of backend calls decreases from 20669 to 1392 (the number of child vertices). You can influence the bulking by using the sack() step instead of the as()/select() mechanism. You presently get 20669 (a,b,c) items out of your query. You have to rewrite that to get 1392 child vertices out of your query that each have a sack with (a, b) items. Not well covered in the TinkerPop docs is that the sack can be initialized with a Collection object and that the split and merge operators can take closures to act on such a Collection. E.g. you could structure the Sack as an ArrayList that gets (b, a) tuples or "b\|a" strings appended during the traversal of a path. Finally, note that the barrier() step and LazyBarrierStrategy also influence the bulking process. Best wishes, Marc Op donderdag 19 november 2020 om 02:37:48 UTC+1 schreef Manabu Kotani: Hi All, I'm testing traversal query performance. My query (please see below) takes about 1.8sec. Is there solution for improve performance (faster than 1.8sec)? I hope that takes less than 500ms. 1.Environment: JanusGraph (0.5.2) + Cassandra (3.11.0) on Docker Desktop (Windows) 2.Schema: ------------------------------------------------------------------------------------------------ Vertex Label Name \| Partitioned \| Static \| --------------------------------------------------------------------------------------------------- item \| false \| false \| --------------------------------------------------------------------------------------------------- Edge Label Name \| Directed \| Unidirected \| Multiplicity \| --------------------------------------------------------------------------------------------------- assembled \| true \| false \| MULTI \| --------------------------------------------------------------------------------------------------- Property Key Name \| Cardinality \| Data Type \| --------------------------------------------------------------------------------------------------- serial \| SINGLE \| class java.lang.String \| work_date \| SINGLE \| class java.util.Date \| --------------------------------------------------------------------------------------------------- Vertex Index Name \| Type \| Unique \| Backing \| Key: Status \| --------------------------------------------------------------------------------------------------- bySerial \| Composite \| false \| internalindex \| serial: ENABLED \| --------------------------------------------------------------------------------------------------- Edge Index (VCI) Name \| Type \| Unique \| Backing \| Key: Status \| --------------------------------------------------------------------------------------------------- byWorkDate \| Composite \| false \| internalindex \| work_date: ENABLED \| --------------------------------------------------------------------------------------------------- Relation Index \| Type \| Direction \| Sort Key \| Order \| Status \| --------------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------- ----------------------------------------------------------------------------------------------------------- 3.Query: g.V().has('serial',within('XXXXXX','YYYYYY',....<- 100 search keys).as('a') .repeat(inE('assembled').as('b').outV().as('c').simplePath()) .emit() .select('a').values('serial').as('parent') .select('b').values('work_date').as('work_date') .select('c').values('serial').as('child') .select('parent','child','work_date') .order().by('parent').by('child').by('work_date') ----------------------------------------------------------------------------------------------------------- 4.Query Profile: ==>Traversal Metrics Step Count Traversers Time (ms) % Dur ============================================================================================================= JanusGraphStep([],[serial.within([XXXXXX... 100 100 159.582 8.89 \_condition=((serial = XXXXXX OR serial = YYYYYY OR .... <- 100 search keys)) \_orders=[] \_isFitted=true \_isOrdered=true \_query=multiKSQ[100]@2000 \_index=bySerial optimization 0.018 optimization 6.744 backend-query 100 1074.225 \_query=bySerial:multiKSQ[100]@2000 \_limit=2000 RepeatStep([JanusGraphVertexStep(IN,[assembled]... 20669 20669 857.001 47.74 JanusGraphVertexStep(IN,[assembled],edge)@[b] 20669 20669 633.529 \_condition=type[assembled] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d \_multi=true \_vertices=204 optimization 0.477 backend-query 228 2.076 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.150 backend-query 0 43.366 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.093 backend-query 229 1.978 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 0 32.738 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.111 backend-query 229 1.577 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 0 17.827 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 229 1.517 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 0 5.729 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.071 backend-query 228 1.993 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.083 backend-query 0 3.335 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.150 backend-query 229 1.890 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.137 backend-query 0 32.593 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 229 2.253 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 230 1.624 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 12.797 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.116 backend-query 229 1.579 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.090 backend-query 0 5.764 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 229 1.651 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.134 backend-query 0 22.327 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 229 1.756 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.075 backend-query 0 11.145 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 229 1.947 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.086 backend-query 0 3.727 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.100 backend-query 116 1.492 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 0 27.159 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.132 backend-query 229 1.524 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.100 backend-query 0 7.173 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.075 backend-query 230 1.880 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.114 backend-query 0 3.696 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 228 1.645 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.143 backend-query 0 2.924 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.105 backend-query 229 2.010 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.316 backend-query 0 3.806 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.095 backend-query 230 1.854 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.185 backend-query 229 1.936 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.099 backend-query 0 2.135 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.479 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 0 5.907 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 1 1.129 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.109 backend-query 0 1.069 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.082 backend-query 231 1.245 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 1.175 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 229 1.308 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.078 backend-query 0 7.058 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.145 backend-query 231 1.655 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.115 backend-query 0 3.946 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 117 1.231 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 0 11.856 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 230 1.606 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 6.973 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 229 1.445 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 230 1.836 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.098 backend-query 0 2.552 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 116 1.450 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 0 4.072 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 229 1.421 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 0 2.342 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 229 0.999 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 1.847 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 229 1.171 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 0.999 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.051 backend-query 228 0.991 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 2.107 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.215 backend-query 116 1.678 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 229 1.578 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 3.649 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.096 backend-query 229 1.619 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.066 backend-query 228 1.549 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 116 1.610 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.154 backend-query 228 1.746 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 0 2.958 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.093 backend-query 232 1.698 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.143 backend-query 229 1.719 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 2.809 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 229 1.410 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.082 backend-query 229 1.458 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.109 backend-query 228 1.651 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.066 backend-query 228 1.417 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.111 backend-query 117 1.536 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.188 backend-query 0 1.660 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.132 backend-query 229 2.361 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 0 2.384 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.140 backend-query 229 1.680 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 230 1.342 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 3.129 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.118 backend-query 231 1.397 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.169 backend-query 0 5.665 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.114 backend-query 116 1.780 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.128 backend-query 0 2.316 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 229 1.521 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.083 backend-query 231 1.508 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 0 2.327 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 116 1.509 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.285 backend-query 0 2.007 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 116 1.245 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.134 backend-query 230 1.521 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 1 1.278 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 1.104 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.076 backend-query 231 1.287 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 229 1.768 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.098 backend-query 0 2.570 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 116 1.489 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 0 1.756 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.055 backend-query 229 1.133 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 116 1.241 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.056 backend-query 0 2.435 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.056 backend-query 228 1.099 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 0 1.017 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.080 backend-query 229 1.217 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 230 1.448 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 229 1.546 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 230 1.955 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.165 backend-query 0 3.284 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.102 backend-query 229 1.936 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 4.640 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 229 1.384 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 0 2.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 116 1.419 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 0 2.289 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.474 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.071 backend-query 229 1.646 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 1.408 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.068 backend-query 230 1.974 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.090 backend-query 229 1.923 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.151 backend-query 230 2.211 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 230 1.234 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.059 backend-query 0 1.695 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.125 backend-query 230 1.199 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 1.089 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.057 backend-query 116 1.807 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 0 1.299 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 228 1.397 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 228 1.776 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.079 backend-query 0 1.980 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.101 backend-query 229 1.571 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.483 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 2.260 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 230 1.471 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 232 1.305 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 229 1.246 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 229 1.093 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.053 backend-query 229 1.420 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 226 1.596 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.145 backend-query 0 2.730 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.059 backend-query 229 1.550 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.076 backend-query 231 1.622 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 117 1.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 0 2.025 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 230 1.251 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 230 1.223 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.068 backend-query 116 1.224 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.051 backend-query 0 0.937 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.045 backend-query 116 1.597 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 228 1.595 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 0 3.238 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 229 1.573 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.078 backend-query 231 1.894 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 230 1.717 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.061 backend-query 231 1.302 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d EdgeVertexStep(OUT)@[c] 20669 20669 39.223 PathFilterStep(simple) 20669 20669 44.905 JanusGraphMultiQueryStep(RepeatEndStep) 20669 20669 65.528 RepeatEndStep 20669 20669 39.443 SelectOneStep(last,a) 20669 20669 44.574 2.48 JanusGraphPropertiesStep([serial],value)@[parent] 20669 20669 92.515 5.15 \_condition=type[serial] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d \_multi=true \_vertices=100 optimization 0.090 backend-query 100 12.807 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d SelectOneStep(last,b) 20669 20669 41.753 2.33 JanusGraphPropertiesStep([work_date],value)@[wo... 20669 20669 98.648 5.50 SelectOneStep(last,c) 20669 20669 41.674 2.32 JanusGraphPropertiesStep([serial],value)@[child] 20669 20669 246.094 13.71 \_condition=type[serial] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d \_multi=true \_vertices=1392 optimization 0.060 backend-query 1392 136.281 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811c505d SelectStep(last,[parent, child, work_date]) 20669 20669 49.139 2.74 OrderGlobalStep([[value(parent), asc], [value(c... 20669 20669 164.034 9.14 >TOTAL - - 1795.018 - ----------------------------------------------------------------------------------------------------------- Sorry for my poor English. Thanks, Manabu
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Manabu Kotani <smallcany...@...> #5378 Hi Marc, Sorry for delay reply. Gremlin steps for my graph is below. (Sorry, I don't know how to attach file.) 1. schema groovy script ---------------------------------------------------------------------- g.tx().rollback() m = graph.openManagement() item = m.makeVertexLabel('item').make() serial = m.makePropertyKey('serial').dataType(String.class).cardinality(org.janusgraph.core.Cardinality.SINGLE).make() m.addProperties(item, serial) assembled = m.makeEdgeLabel('assembled').make() workDate = m.makePropertyKey('work_date').dataType(java.util.Date.class).cardinality(org.janusgraph.core.Cardinality.SINGLE).make() m.addProperties(assembled, workDate) m.buildIndex('bySerial', Vertex.class).addKey(serial).buildCompositeIndex() m.buildIndex('byWorkDate', Edge.class).addKey(workDate).buildCompositeIndex() m.commit() g.tx().commit() m = graph.openManagement() m.printSchema() m.rollback() ====================================================================== 2. data import groovy script ---------------------------------------------------------------------- files = ["/tmp/graph/data.csv"] files.each { file -> g.tx().open() println "Start." lineCount = 0 processedCount = 0 new File(file).eachLine { line, count -> lineCount = count columns = line.split(' ', -1) (parent_serial, work_date, child_serial) = columns if(child_serial == null \|\| child_serial.length() == 0) { return } processedCount++ split = work_date.split(" ") date = split[0].split("/") time = split[1].split(":") cal = java.util.Calendar.getInstance() cal.set(java.util.Calendar.YEAR, Integer.parseInt(date[0])) cal.set(java.util.Calendar.MONTH, Integer.parseInt(date[1])-1) cal.set(java.util.Calendar.DAY_OF_MONTH, Integer.parseInt(date[2])) cal.set(java.util.Calendar.HOUR, Integer.parseInt(time[0])) cal.set(java.util.Calendar.MINUTE, Integer.parseInt(time[1])) cal.set(java.util.Calendar.SECOND, Integer.parseInt(time[2])) cal.set(java.util.Calendar.MILLISECOND, 0) dt_work = cal.getTime() g.V().has('item','serial',parent_serial).fold() .coalesce(unfold(),addV('item').property('serial',parent_serial)).aggregate('a') .V().has('item','serial',child_serial).fold() .coalesce(unfold(),addV('item').property('serial',child_serial)).aggregate('b') .select('a').unfold().inE('assembled').has('work_date', dt_work) .where(outV().where(within('b'))).fold() .coalesce(unfold(), addE('assembled').property('work_date',dt_work).from(select('b').unfold()).to(select('a').unfold()) ) .iterate() } g.tx().commit() println "End. ${file}:${processedCount}/${lineCount}" } ====================================================================== 3. data (data.csv) ---------------------------------------------------------------------- 1654145144,2018/09/18 17:43:44,1269530640 1654145144,2018/09/19 09:17:56,1649676440 1654145144,2018/09/19 09:18:54,1649811480 1654145144,2018/09/18 17:45:43,1653129408 1654145144,2018/09/18 17:58:50,1657106632 1648418968,2018/09/19 08:35:42,1271992512 1648418968,2018/09/19 08:41:49,1649672344 1648418968,2018/09/19 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07:22:02,749559856 834355352,2018/07/22 12:08:55,159944 834355352,2018/07/22 12:08:55,159944 834355352,2018/07/22 12:08:55,159944 834355352,2018/07/22 12:08:55,159944 834355352,2018/07/22 12:08:55,159944 834355352,2018/07/22 12:08:55,159944 834355352,2018/07/22 12:08:55,159944 834355352,2018/07/22 12:08:55,159944 835354776,2018/07/12 22:54:36,836239384 835354776,2018/07/12 22:54:36,836239384 835354776,2018/07/12 22:54:36,836239384 835354776,2018/07/12 22:54:36,836239384 835354776,2018/07/12 22:54:36,836239384 835354776,2018/07/12 22:54:36,836239384 835354776,2018/07/12 22:54:36,836239384 835354776,2018/07/12 22:54:36,836239384 836911208,2018/07/18 22:44:51,838303784 836911208,2018/07/18 22:44:51,838303784 836911208,2018/07/18 22:44:51,838303784 836911208,2018/07/18 22:44:51,838303784 836911208,2018/07/18 22:44:51,838303784 836911208,2018/07/18 22:44:51,838303784 836911208,2018/07/18 22:44:51,838303784 836911208,2018/07/18 22:44:51,838303784 842350640,2018/07/24 23:05:45,842280976 842350640,2018/07/24 23:05:45,842280976 842350640,2018/07/24 23:05:45,842280976 842350640,2018/07/24 23:05:45,842280976 842350640,2018/07/24 23:05:45,842280976 842350640,2018/07/24 23:05:45,842280976 842350640,2018/07/24 23:05:45,842280976 842350640,2018/07/24 23:05:45,842280976 842563784,2018/07/22 12:00:38,61592 842563784,2018/07/22 12:00:38,61592 842563784,2018/07/22 12:00:38,61592 842563784,2018/07/22 12:00:38,61592 842563784,2018/07/22 12:00:38,61592 842563784,2018/07/22 12:00:38,61592 842563784,2018/07/22 12:00:38,61592 842563784,2018/07/22 12:00:38,61592 1294237744,2018/08/02 13:55:30,1371918568 1296417000,2018/08/04 05:21:05,1410347160 1296417000,2018/08/04 05:21:05,1410347160 1296417000,2018/08/04 05:21:05,1410347160 1296417000,2018/08/04 05:21:05,1410347160 1296417000,2018/08/04 05:21:05,1410347160 1296417000,2018/08/04 05:21:05,1410347160 1296417000,2018/08/04 05:21:05,1410347160 1296417000,2018/08/04 05:21:05,1410347160 1291862040,2018/08/02 13:55:30,1371918568 1291862040,2018/08/02 13:55:30,1371918568 1291862040,2018/08/02 13:55:30,1371918568 1291862040,2018/08/02 13:55:30,1371918568 1291862040,2018/08/02 13:55:30,1371918568 1291862040,2018/08/02 13:55:30,1371918568 1291862040,2018/08/02 13:55:30,1371918568 837820464,2018/07/26 00:13:45,377032 842563816,2018/07/24 23:47:54,838308072 ====================================================================== Best regards, Manabu 2020年11月26日木曜日 16:07:27 UTC+9 HadoopMarc: toggle quoted message Show quoted text Hi Manabu, OK, I think for this graph structure your initial query is fine for getting the right output results. Still, to better understand the impact on the performance of using sack() you might want to split up your query during experimentation: g.V().has('serial',within('XXXXXX','YYYYYY')).inE('assembled').outV() g.V().has('serial',within('XXXXXX','YYYYYY')).as('a').in('assembled').inE('assembled').where(outV(), neq('a')).outV() // query not tested Note that I did not use the SimplePath() step, but because it probably precludes the bulking after adding appropriate sack() steps. If you want others to step in for getting the sack() steps right, please provide the gremlin steps to create your sample graph and the query you have already tried with query output and profile() output. Best wishes, Marc Op donderdag 26 november 2020 om 00:29:33 UTC+1 schreef Manabu Kotani: Hi Marc, Sorry, I forgot an attachment (Image of tree structure). Relationships between vertices and edges are like below. (Label:item, serial:A)<--[Label:assembled, work_date:2020-11-24]--(Label:item, serial:B) (Label:item, serial:A)<--[Label:assembled, work_date:2020-11-25]--(Label:item, serial:C) (Label:item, serial:B)<--[Label:assembled, work_date:2020-11-23]--(Label:item, serial:D) (Label:item, serial:B)<--[Label:assembled, work_date:2020-11-22]--(Label:item, serial:E) (Label:item, serial:C)<--[Label:assembled, work_date:2020-11-21]--(Label:item, serial:E) (Label:item, serial:C)<--[Label:assembled, work_date:2020-11-20]--(Label:item, serial:F) Best regards, Manabu 2020年11月25日水曜日 19:55:54 UTC+9 HadoopMarc: Hi Manabu, What edge are present between vertices A,B,C,D,E,F? If there are only edges A-B, A-C, A-D, A-E, A-F, you do not need repeat(). Best wishes, Marc Op woensdag 25 november 2020 om 09:22:34 UTC+1 schreef Manabu Kotani: Hi Marc, Thank you for your quick reply. Sorry for the lack of my explanation. I have a graph like below. (There are 3 levels in this figure, but not necessarily 3 levels.) When query by "A" for property "serial", then I would like to get results like these. 1. A, B, 2020-11-24 2. A, C, 2020-11-25 3. A, D, 2020-11-23 4. A, E, 2020-11-21 5. A, E, 2020-11-22 6. A, F, 2020-11-20 In this situation, how shoud I use until() step? Sorry for my low comprehension, I've just started to learn Gremlin. Best regards, Manabu 2020年11月25日水曜日 15:46:35 UTC+9 HadoopMarc: Hi Manabu, repeat()/simplePath()/emit() can have valid uses, although normally you combine it with the times() or until() step to limit the number of repeats. The profile from your query suggests that the repeat step never takes effect, that is, each traversal takes only a single step from parent to child. The repeat step is not wrong in itself, but if it is not necessary you do not want it to be there if you do not know its impact on performance. Best wishes, Marc Op dinsdag 24 november 2020 om 08:43:36 UTC+1 schreef Manabu Kotani: Hi Marc, Thank you for your reply. I'm reading ref docs that you referred about sack()/barrier(). But, I've not able to understand yet. One question. What means this you advised? repeat()/simplePath()/emit() steps should not be used? in the current traversal the repeat(), simplePath() and emit() steps have no effect if the children do not assemble children themselves. So you can leave these steps out for clarity and to be sure that they do not influence the janusgraph execution plan Best regards, Manabu 2020年11月21日土曜日 20:13:28 UTC+9 HadoopMarc: Hi Manabu, Without knowing if the considerations below will really help, you may try the following: in the current traversal the repeat(), simplePath() and emit() steps have no effect if the children do not assemble children themselves. So you can leave these steps out for clarity and to be sure that they do not influence the janusgraph execution plan you may want to study the profile(), sack() and barrier() steps in the TinkerPop ref docs: https://tinkerpop.apache.org/docs/3.4.8/reference/#profile-step https://tinkerpop.apache.org/docs/3.4.8/reference/#sack-step https://tinkerpop.apache.org/docs/3.4.8/reference/#barrier-step https://kelvinlawrence.net/book/Gremlin-Graph-Guide.html#lambdasack https://groups.google.com/g/gremlin-users/c/yGs1rv8YXRw/m/Y_iKg15KAwAJ https://groups.google.com/g/gremlin-users/c/Z7WqhtHvhRc/m/SAbRRMvNBQAJ Because of your use of the as()/select() mechanism the traversers cannot be bulked and the number of traversers (20669) equals the path count (20669). I am not sure how bulking would affect the JanusGraph execution plan, but with some luck the number of backend calls decreases from 20669 to 1392 (the number of child vertices). You can influence the bulking by using the sack() step instead of the as()/select() mechanism. You presently get 20669 (a,b,c) items out of your query. You have to rewrite that to get 1392 child vertices out of your query that each have a sack with (a, b) items. Not well covered in the TinkerPop docs is that the sack can be initialized with a Collection object and that the split and merge operators can take closures to act on such a Collection. E.g. you could structure the Sack as an ArrayList that gets (b, a) tuples or "b\|a" strings appended during the traversal of a path. Finally, note that the barrier() step and LazyBarrierStrategy also influence the bulking process. Best wishes, Marc Op donderdag 19 november 2020 om 02:37:48 UTC+1 schreef Manabu Kotani: Hi All, I'm testing traversal query performance. My query (please see below) takes about 1.8sec. Is there solution for improve performance (faster than 1.8sec)? I hope that takes less than 500ms. 1.Environment: JanusGraph (0.5.2) + Cassandra (3.11.0) on Docker Desktop (Windows) 2.Schema: ------------------------------------------------------------------------------------------------ Vertex Label Name \| Partitioned \| Static \| --------------------------------------------------------------------------------------------------- item \| false \| false \| --------------------------------------------------------------------------------------------------- Edge Label Name \| Directed \| Unidirected \| Multiplicity \| --------------------------------------------------------------------------------------------------- assembled \| true \| false \| MULTI \| --------------------------------------------------------------------------------------------------- Property Key Name \| Cardinality \| Data Type \| --------------------------------------------------------------------------------------------------- serial \| SINGLE \| class java.lang.String \| work_date \| SINGLE \| class java.util.Date \| --------------------------------------------------------------------------------------------------- Vertex Index Name \| Type \| Unique \| Backing \| Key: Status \| --------------------------------------------------------------------------------------------------- bySerial \| Composite \| false \| internalindex \| serial: ENABLED \| --------------------------------------------------------------------------------------------------- Edge Index (VCI) Name \| Type \| Unique \| Backing \| Key: Status \| --------------------------------------------------------------------------------------------------- byWorkDate \| Composite \| false \| internalindex \| work_date: ENABLED \| --------------------------------------------------------------------------------------------------- Relation Index \| Type \| Direction \| Sort Key \| Order \| Status \| --------------------------------------------------------------------------------------------------- --------------------------------------------------------------------------------------------------- ----------------------------------------------------------------------------------------------------------- 3.Query: g.V().has('serial',within('XXXXXX','YYYYYY',....<- 100 search keys).as('a') .repeat(inE('assembled').as('b').outV().as('c').simplePath()) .emit() .select('a').values('serial').as('parent') .select('b').values('work_date').as('work_date') .select('c').values('serial').as('child') .select('parent','child','work_date') .order().by('parent').by('child').by('work_date') ----------------------------------------------------------------------------------------------------------- 4.Query Profile: ==>Traversal Metrics Step Count Traversers Time (ms) % Dur ============================================================================================================= JanusGraphStep([],[serial.within([XXXXXX... 100 100 159.582 8.89 \_condition=((serial = XXXXXX OR serial = YYYYYY OR .... <- 100 search keys)) \_orders=[] \_isFitted=true \_isOrdered=true \_query=multiKSQ[100]@2000 \_index=bySerial optimization 0.018 optimization 6.744 backend-query 100 1074.225 \_query=bySerial:multiKSQ[100]@2000 \_limit=2000 RepeatStep([JanusGraphVertexStep(IN,[assembled]... 20669 20669 857.001 47.74 JanusGraphVertexStep(IN,[assembled],edge)@[b] 20669 20669 633.529 \_condition=type[assembled] \_orders=[] \_isFitted=true \_isOrdered=true \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d \_multi=true \_vertices=204 optimization 0.477 backend-query 228 2.076 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.150 backend-query 0 43.366 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.093 backend-query 229 1.978 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 0 32.738 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.111 backend-query 229 1.577 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 0 17.827 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 229 1.517 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.108 backend-query 0 5.729 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.071 backend-query 228 1.993 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.083 backend-query 0 3.335 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.150 backend-query 229 1.890 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.137 backend-query 0 32.593 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query 229 2.253 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 230 1.624 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 12.797 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.116 backend-query 229 1.579 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.090 backend-query 0 5.764 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.107 backend-query 229 1.651 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.134 backend-query 0 22.327 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.074 backend-query 229 1.756 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.075 backend-query 0 11.145 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 229 1.947 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.086 backend-query 0 3.727 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.100 backend-query 116 1.492 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 0 27.159 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.132 backend-query 229 1.524 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.100 backend-query 0 7.173 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.075 backend-query 230 1.880 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.114 backend-query 0 3.696 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.085 backend-query 228 1.645 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.143 backend-query 0 2.924 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.105 backend-query 229 2.010 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.316 backend-query 0 3.806 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.095 backend-query 230 1.854 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.185 backend-query 229 1.936 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.099 backend-query 0 2.135 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 231 1.479 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 0 5.907 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 1 1.129 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.109 backend-query 0 1.069 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.082 backend-query 231 1.245 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 1.175 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 229 1.308 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.078 backend-query 0 7.058 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.145 backend-query 231 1.655 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.115 backend-query 0 3.946 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.067 backend-query 117 1.231 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 0 11.856 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 230 1.606 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.072 backend-query 0 6.973 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 229 1.445 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 230 1.836 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.098 backend-query 0 2.552 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.088 backend-query 116 1.450 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.060 backend-query 0 4.072 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.062 backend-query 229 1.421 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 0 2.342 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.058 backend-query 229 0.999 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 1.847 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.063 backend-query 229 1.171 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.064 backend-query 0 0.999 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.051 backend-query 228 0.991 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 0 2.107 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.215 backend-query 116 1.678 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.069 backend-query 229 1.578 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 3.649 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.096 backend-query 229 1.619 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.066 backend-query 228 1.549 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.070 backend-query 116 1.610 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.154 backend-query 228 1.746 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.092 backend-query 0 2.958 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.093 backend-query 232 1.698 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.143 backend-query 229 1.719 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.081 backend-query 0 2.809 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.065 backend-query 229 1.410 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.082 backend-query 229 1.458 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.109 backend-query 228 1.651 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.066 backend-query 228 1.417 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.111 backend-query 117 1.536 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.188 backend-query 0 1.660 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.132 backend-query 229 2.361 \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@812bd43d optimization 0.110 backend-query �