541 lines
24 KiB
Plaintext
541 lines
24 KiB
Plaintext
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################################################################################
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## File: Network Queries for Trip Based Approach ###############################
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################################################################################
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## This file is part of SECONDO. ##
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## ##
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## Copyright (C) 2010, University in Hagen, Faculty of Mathematics and ##
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## Computer Science, Database Systems for New Applications. ##
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## ##
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## SECONDO is free software; you can redistribute it and/or modify ##
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## it under the terms of the GNU General Public License as published by ##
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## the Free Software Foundation; either version 2 of the License, or ##
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## (at your option) any later version. ##
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## ##
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## SECONDO is distributed in the hope that it will be useful, ##
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## but WITHOUT ANY WARRANTY; without even the implied warranty of ##
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## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the ##
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## GNU General Public License for more details. ##
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## ##
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## You should have received a copy of the GNU General Public License ##
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## along with SECONDO; if not, write to the Free Software ##
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## Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA ##
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################################################################################
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# #
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# Network queries for the trip based approach of the BerlinMOD Benchmark. #
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# #
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# The script assumes that there is a database berlinmod with a network data #
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# model representation of the BerlinMOD Benchmark data. #
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# #
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# This database can be generated by the script 'BerlinMOD_DataGenerator.SEC'. #
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# The network data model representation and accroding indexes can be generated #
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# with the script 'Network_CreateObjects.SEC' #
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# #
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################################################################################
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# #
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# Start Script Opening the Database #
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# #
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################################################################################
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open database berlinmod;
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query now();
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################################################################################
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# #
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# Query 1: What are the models of the vehicles with license plate numbers from #
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# QueryLicence? #
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# #
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################################################################################
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let TBANres001 =
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QueryLicences feed {l}
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loopjoin [dataMcar_Licence_btree dataMcar exactmatch[.Licence_l]]
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project [Licence, Model]
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consume;
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query now();
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################################################################################
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# #
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# Query 2: How many vehicles exit that are passenger cars? #
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# #
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################################################################################
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let TBANres002 =
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dataMcar feed
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filter [.Type = "passenger"]
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count;
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query now();
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################################################################################
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# #
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# Query 3: Where have the vehicles with licenses from QueryLicence1 been at #
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# each instant from QueryInstant1? #
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# #
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################################################################################
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let TBANres003 =
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QueryLicences1 feed {l}
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loopsel[dataMcar_Licence_btree dataMcar exactmatch[.Licence_l] {ll}]
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loopjoin[dataMNtrip_Moid_btree dataMNtrip exactmatch[.Moid_ll]]
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QueryInstant1 feed {i}
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symmjoin [.Trip present ..Instant_i]
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projectextend[Instant_i, Licence_ll; Pos: val(.Trip atinstant .Instant_i)]
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sortby[Instant_i, Licence_ll]
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consume;
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query now();
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################################################################################
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# #
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# Query 4: Which license plate numbers belong to vehicles that have passed the #
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# points from QueryPoints? #
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# #
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################################################################################
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let TBANres004 =
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QueryPointsNet feed projectextend[Id, Pos; Elem: gpoint2rect(.Pos)]
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loopjoin[dataMNtrip_TrajBoxNet windowintersectsS[.Elem]
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sort rdup dataMNtrip gettuples]
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filter[.Trip passes .Pos]
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project [Moid, Id]
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loopsel[fun(t:TUPLE) dataMcar_Moid_btree dataMcar exactmatch[attr(t, Moid)]
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projectextend[Licence; Id: attr(t,Id)]]
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sortby [Id asc, Licence asc]
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krdup[Id, Licence]
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consume;
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query now();
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################################################################################
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# #
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# Query 5: What is the minimum distance between places, where a vehicle with a #
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# license from QueryLicences1 and a vehicle with Licenses from #
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# QueryLicence2 have been? #
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# #
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################################################################################
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let TBANres005 =
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QueryLicences1 feed project[Licence] {LL1}
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loopsel[ fun(t:TUPLE)
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dataMcar_Licence_btree dataMcar exactmatch[attr(t,Licence_LL1)] {CAR}
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loopsel[dataMNtrip_Moid_btree dataMNtrip exactmatch[.Moid_CAR]]
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projectextend[;Traj: trajectory(.Trip)]
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aggregateB[Traj; fun(L1: gline, L2: gline) L1 union L2; [const gline value ()]]
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feed namedtransformstream[Traxj]
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extend[Licence: attr(t,Licence_LL1)]
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]
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projectextend[Licence; Trax: gline2line(.Traxj)]{c1}
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QueryLicences2 feed project[Licence] {LL2}
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loopsel[ fun(s:TUPLE)
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dataMcar_Licence_btree dataMcar exactmatch[attr(s,Licence_LL2)] {CAR}
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loopsel[dataMNtrip_Moid_btree dataMNtrip exactmatch[.Moid_CAR]]
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projectextend[;Traj: trajectory(.Trip)]
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aggregateB[Traj; fun(L3: gline, L4: gline) L3 union L4; [const gline value ()]]
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feed namedtransformstream[Traxj]
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extend[Licence: attr(s,Licence_LL2)]
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]
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projectextend[Licence; Trax: gline2line(.Traxj)]{c2}
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product
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projectextend [Licence_c1, Licence_c2; Distance: round(distance(.Trax_c1, .Trax_c2),3)]
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sortby[Licence_c1, Licence_c2]
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consume;
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query now();
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################################################################################
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# #
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# Query 6: What are the pairs of license plate numbers of "trucks", that have #
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# been as close as 10m or less to each other? #
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# #
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################################################################################
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let TBANres006tmp1 =
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dataMcar feed filter [.Type = "truck"]
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project [Licence, Moid] {c}
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loopjoin[dataMNtrip_Moid_btree dataMNtrip exactmatch[.Moid_c]]
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projectextend [;Licence: .Licence_c, BBox: mgpbbox(.Trip), Ptrip: mgpoint2mpoint(.Trip)]
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projectextend[Licence, Ptrip; Box: rectangle3(
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(minD(.BBox,1) - 5.0), (maxD(.BBox,1) + 5.0), (minD(.BBox,2) - 5.0), (maxD(.BBox,2) + 5.0), minD(.BBox,3), maxD(.BBox,3))]
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consume;
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query now();
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let TBANres006 =
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TBANres006tmp1 feed {c1}
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TBANres006tmp1 feed {c2}
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symmjoin[(.Box_c1 intersects ..Box_c2) and (.Licence_c1 < ..Licence_c2)]
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filter [everNearerThan(.Ptrip_c1, .Ptrip_c2, 10.0)]
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project [Licence_c1, Licence_c2]
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sortby [Licence_c1 asc, Licence_c2 asc]
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krdup [Licence_c1, Licence_c2]
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consume;
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query now();
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delete TBANres006tmp1;
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query now();
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################################################################################
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# #
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# Query 7: What are the license plate numbers of the "passenger" cars that #
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# have reached points from QueryPoints first of all "passenger" cars #
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# during the complete observation period? #
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# #
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################################################################################
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let TBANres007tmp1 =
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QueryPointsNet feed
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projectextend[Id, Pos; Prect: gpoint2rect(.Pos)]
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loopsel[fun(t:TUPLE) dataMNtrip_TrajBoxNet windowintersectsS[attr(t,Prect)]
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sort rdup dataMNtrip gettuples
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filter[.Trip passes (attr(t,Pos))]
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loopjoin[dataMcar_Moid_btree dataMcar exactmatch [.Moid]
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filter[.Type = "passenger"]
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project[Licence] {X}]
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projectextend[ Licence_X;TimeAtPos: inst(initial(.Trip at attr(t,Pos))), Id: attr(t, Id)]]
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sortby [Id asc, TimeAtPos asc]
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consume;
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query now();
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let TBANres007 =
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TBANres007tmp1 feed
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groupby [Id; FirstTime: group feed min[TimeAtPos]]{b}
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TBANres007tmp1 feed {a}
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symmjoin[(..Id_a = .Id_b)]
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filter[.TimeAtPos_a <= .FirstTime_b]
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project [Id_a, Licence_X_a]
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sortby [Id_a asc, Licence_X_a asc]
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krdup [Id_a, Licence_X_a]
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consume;
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query now();
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delete TBANres007tmp1;
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query now();
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################################################################################
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# #
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# Query 8: What are the overall traveled distances of the vehicles with #
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# license plate numbers from QueryLicences1 during the periods from #
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# QueryPeriods1? #
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# #
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################################################################################
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let TBANres008 =
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QueryLicences1 feed {l}
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loopjoin[dataMcar_Licence_btree dataMcar exactmatch[.Licence_l]]
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project[Licence, Moid]
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loopsel[fun(t:TUPLE) dataMNtrip_Moid_btree dataMNtrip exactmatch[attr(t, Moid)]
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projectextend[Trip; Licence: attr(t,Licence)]]
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QueryPeriods1 feed
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symmjoin [.Trip present ..Period]
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projectextend [Licence, Period, Id; Distance: length(.Trip atperiods .Period)]
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sortby [Id asc, Licence asc, Distance desc]
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groupby[Id, Period, Licence; Dist: round(group feed sum[Distance],3)]
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project[Licence, Period, Dist]
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sortby[Licence, Period, Dist]
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consume;
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query now();
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################################################################################
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# #
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# Query 9: What is the longest distance that was traveled by a vehicle during #
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# each of the periods from QueryPeriods? #
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# #
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################################################################################
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let TBANres009 =
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dataMNtrip feed {c}
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QueryPeriods feed
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filter[not(isempty(.Period))]{p}
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symmjoin[.Trip_c present ..Period_p]
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projectextend [Moid_c, Period_p, Id_p; Distance: length(.Trip_c atperiods .Period_p)]
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sortby [Id_p asc, Period_p asc, Moid_c asc, Distance desc]
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groupby[Id_p, Period_p, Moid_c; Dist: group feed sum[Distance]]
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groupby[Id_p, Period_p; Dista: round(group feed max[Dist],3)]
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filter[.Dista > 0.0]
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project[Period_p, Dista]
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sortby[Period_p, Dista]
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consume;
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query now();
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################################################################################
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# #
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# Query 10: When and where did the vehicles with license plate numbers from #
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# QueryLicences1 meet other vehicles (distance < 3m) and what are #
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# the latter licenses? #
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# #
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################################################################################
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let TBANres010 =
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QueryLicences1 feed project[Licence] {V1}
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loopsel[ fun(t:TUPLE)
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dataMcar_Licence_btree dataMcar exactmatch[attr(t,Licence_V1)]
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project[Moid]
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loopjoin[dataMNtrip_Moid_btree dataMNtrip exactmatch[.Moid] remove[Moid]] {V3}
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extend[T3bbx: mgpbbox(.Trip_V3)]
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extend[PtripA: mgpoint2mpoint(.Trip_V3)]
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loopjoin[ fun(u:TUPLE)
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dataMNtrip_SpatioTemp
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windowintersectsS[rectangle3(
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minD(attr(u,T3bbx),1) - 3.0,
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maxD(attr(u,T3bbx),1) + 3.0,
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minD(attr(u,T3bbx),2) - 3.0,
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maxD(attr(u,T3bbx),2) + 3.0,
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minD(attr(u,T3bbx),3),
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maxD(attr(u,T3bbx),3))
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] sort rdup
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dataMNtrip gettuples
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filter[.Moid # attr(u, Moid_V3)]
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projectextend[Moid; PtripB: mgpoint2mpoint(.Trip)]
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filter[everNearerThan(attr(u, PtripA), .PtripB, 3.0)]
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projectextend[Moid; Times: deftime((distance(attr(u, PtripA), .PtripB) < 3.0) at TRUE)]
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filter[not(isempty(.Times))]
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loopjoin[dataMcar_Moid_btree dataMcar exactmatch[.Moid] project[Licence]]
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]
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projectextend[Times, Trip_V3; QueryLicence:
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attr(t, Licence_V1), OtherLicence: .Licence]
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projectextend[QueryLicence, OtherLicence; Pos: .Trip_V3 atperiods .Times]
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filter[not(isempty(.Pos))]
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]
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sortby[QueryLicence asc, OtherLicence asc]
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groupby [QueryLicence, OtherLicence; AllPos: group feed
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aggregateB[Pos; fun(M1:mgpoint, M2:mgpoint) M1 union M2; [const mgpoint value()]]]
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project[QueryLicence, OtherLicence, AllPos]
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sortby[QueryLicence, OtherLicence, AllPos]
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consume;
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query now();
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################################################################################
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# #
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# Query 11: Which vehicles passed a point from QueryPoints1 at one of the #
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# instants from QueryInstant1? #
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# #
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################################################################################
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let TBANres011 =
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QueryInstant1 feed {i}
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QueryPoints1Net feed projectextend[Id, Pos; Prect: gpoint2rect(.Pos)]{p}
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product
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loopsel[fun(t:TUPLE) dataMNtrip_BoxNet_timespace windowintersectsS[box3d(attr(t,Prect_p), attr(t,Instant_i))]
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sort rdup dataMNtrip gettuples
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filter[.Trip passes (attr(t,Pos_p))]
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projectextend [Moid; Id: attr(t,Id_p), Instant: attr(t,Instant_i)]]{a}
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loopjoin[dataMcar_Moid_btree dataMcar exactmatch[.Moid_a]]
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project[Id_a, Instant_a, Licence]
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sortby [Id_a asc, Instant_a asc, Licence asc]
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krdup [Id_a, Instant_a, Licence]
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consume;
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query now();
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################################################################################
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# #
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# Query 12: Which vehicles met at a point from QueryPoints1 at an instant from #
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# QueryInstant1? #
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# #
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################################################################################
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let TBANres012tmp1 =
|
||
|
|
QueryPoints1Net feed projectextend[Id, Pos; Prect: gpoint2rect(.Pos)]{p}
|
||
|
|
QueryInstant1 feed {i}
|
||
|
|
product
|
||
|
|
projectextend [Id_p, Pos_p, Instant_i; Box: box3d(.Prect_p, .Instant_i)]
|
||
|
|
loopsel[fun(t:TUPLE) dataMNtrip_BoxNet_timespace windowintersectsS[attr(t,Box)]
|
||
|
|
sort rdup dataMNtrip gettuples
|
||
|
|
filter[.Trip passes (attr(t,Pos_p))]
|
||
|
|
projectextend [Moid; Id: attr(t,Id_p), Instant: attr(t,Instant_i)]]{a}
|
||
|
|
loopjoin[dataMcar_Moid_btree dataMcar exactmatch[.Moid_a]]
|
||
|
|
projectextend[Moid, Licence; Id: .Id_a, Instant: .Instant_a]
|
||
|
|
consume;
|
||
|
|
|
||
|
|
query now();
|
||
|
|
|
||
|
|
let TBANres012 =
|
||
|
|
TBANres012tmp1 feed {A}
|
||
|
|
TBANres012tmp1 feed {B}
|
||
|
|
symmjoin [(.Id_A = ..Id_B) and (.Instant_A = ..Instant_B) and (.Moid_A < ..Moid_B)]
|
||
|
|
project [Id_A, Instant_A, Licence_A, Licence_B]
|
||
|
|
sortby [Id_A asc, Instant_A asc, Licence_B asc]
|
||
|
|
consume;
|
||
|
|
|
||
|
|
query now();
|
||
|
|
|
||
|
|
delete TBANres012tmp1;
|
||
|
|
|
||
|
|
query now();
|
||
|
|
|
||
|
|
################################################################################
|
||
|
|
# #
|
||
|
|
# Query 13: Which vehicles traveled within one of the regions from #
|
||
|
|
# QueryRegions1 during the periods from QueryPeriods1? #
|
||
|
|
# #
|
||
|
|
################################################################################
|
||
|
|
|
||
|
|
let TBANres013 =
|
||
|
|
dataMNtrip feed {c}
|
||
|
|
QueryRegions1Net feed filter[not(isempty(.Region))] {r}
|
||
|
|
symmjoin[.Trip_c passes ..Region_r]
|
||
|
|
projectextend[Moid_c, Id_r; Trip: .Trip_c at .Region_r]
|
||
|
|
QueryPeriods1 feed filter[not(isempty(.Period))]{p}
|
||
|
|
symmjoin [.Trip present ..Period_p]
|
||
|
|
loopjoin [dataMcar_Moid_btree dataMcar exactmatch[.Moid_c]]
|
||
|
|
project[Licence, Id_r, Period_p]
|
||
|
|
sortby [ Licence asc, Id_r asc, Period_p asc]
|
||
|
|
krdup [ Licence, Id_r, Period_p]
|
||
|
|
consume;
|
||
|
|
|
||
|
|
query now();
|
||
|
|
|
||
|
|
################################################################################
|
||
|
|
# #
|
||
|
|
# Query 14: Which vehicles traveled within one of the regions from #
|
||
|
|
# QueryRegions1 at one of the instants from QueryInstant1? #
|
||
|
|
# #
|
||
|
|
################################################################################
|
||
|
|
|
||
|
|
let TBANres014 =
|
||
|
|
QueryRegions1Net feed filter[not(isempty(.Region))] projectextendstream[Id, Region; Brect: routeintervals(.Region)]{r}
|
||
|
|
QueryInstant1 feed {i}
|
||
|
|
product
|
||
|
|
projectextend[Id_r, Region_r, Instant_i; Box: box3d(.Brect_r, .Instant_i)]
|
||
|
|
loopsel[fun(t:TUPLE) dataMNtrip_BoxNet_timespace windowintersectsS[attr(t,Box)]
|
||
|
|
sort rdup dataMNtrip gettuples
|
||
|
|
filter[(val(.Trip atinstant (attr(t,Instant_i)))) inside (attr(t,Region_r))]
|
||
|
|
projectextend [Moid;Instant: attr(t,Instant_i), Id: attr(t,Id_r)]]{a}
|
||
|
|
loopjoin[dataMcar_Moid_btree dataMcar exactmatch [.Moid_a]]
|
||
|
|
projectextend[Licence; Id: .Id_a, Instant: .Instant_a]
|
||
|
|
sortby [Id asc, Instant asc, Licence asc]
|
||
|
|
krdup[Id, Instant, Licence]
|
||
|
|
consume;
|
||
|
|
|
||
|
|
query now();
|
||
|
|
|
||
|
|
################################################################################
|
||
|
|
# #
|
||
|
|
# Query 15: Which vehicles passed a point from QueryPoints1 during a period #
|
||
|
|
# from QueryPeriods1? #
|
||
|
|
# #
|
||
|
|
################################################################################
|
||
|
|
|
||
|
|
let TBANres015 =
|
||
|
|
QueryPoints1Net feed projectextend [Id, Pos; Prect: gpoint2rect(.Pos)] {p}
|
||
|
|
QueryPeriods1 feed filter[not(isempty(.Period))]{t}
|
||
|
|
product
|
||
|
|
loopsel[fun(t:TUPLE) dataMNtrip_BoxNet_timespace windowintersectsS[box3d(attr(t,Prect_p), attr(t,Period_t))]
|
||
|
|
sort rdup dataMNtrip gettuples
|
||
|
|
filter[(.Trip atperiods (attr(t,Period_t))) passes (attr(t,Pos_p))]
|
||
|
|
projectextend [Moid;Period: attr(t,Period_t), Id: attr(t,Id_p)]]{a}
|
||
|
|
loopjoin[dataMcar_Moid_btree dataMcar exactmatch [.Moid_a]]
|
||
|
|
projectextend[Licence; Id: .Id_a, Period: .Period_a]
|
||
|
|
sortby [Id asc, Period asc, Licence asc]
|
||
|
|
krdup[Id, Period, Licence]
|
||
|
|
project[Licence, Id, Period]
|
||
|
|
consume;
|
||
|
|
|
||
|
|
query now();
|
||
|
|
|
||
|
|
################################################################################
|
||
|
|
# #
|
||
|
|
# Query 16: List the pairs of licenses for vehicles the first from #
|
||
|
|
# QueryLicences1, the second from QueryLicences2, where the #
|
||
|
|
# corresponding vehicles are both present within a Region from #
|
||
|
|
# QueryRegions1 during a period from QueryPeriod1, but do not meet #
|
||
|
|
# each other there and then. #
|
||
|
|
# #
|
||
|
|
################################################################################
|
||
|
|
|
||
|
|
let TBANres016 =
|
||
|
|
QueryLicences1 feed {l}
|
||
|
|
loopjoin [dataMcar_Licence_btree dataMcar exactmatch[.Licence_l]] {a}
|
||
|
|
loopjoin[dataMNtrip_Moid_btree dataMNtrip exactmatch[.Moid_a]]
|
||
|
|
QueryPeriods1 feed filter[not(isempty(.Period))]{p}
|
||
|
|
symmjoin [.Trip present ..Period_p]
|
||
|
|
projectextend[Id_p, Period_p; Licence: .Licence_a, Trip: .Trip atperiods .Period_p]
|
||
|
|
filter[no_components(.Trip)>0]
|
||
|
|
QueryRegions1Net feed filter[not(isempty(.Region))]{r}
|
||
|
|
symmjoin [.Trip passes ..Region_r]
|
||
|
|
projectextend[Licence, Id_p, Period_p, Id_r; Trip: .Trip at .Region_r]
|
||
|
|
filter [no_components(.Trip) > 0]{a}
|
||
|
|
QueryLicences2 feed {l}
|
||
|
|
loopjoin [dataMcar_Licence_btree dataMcar exactmatch[.Licence_l]]{a}
|
||
|
|
loopjoin[dataMNtrip_Moid_btree dataMNtrip exactmatch[.Moid_a]]
|
||
|
|
QueryPeriods1 feed filter[not(isempty(.Period))]{p}
|
||
|
|
symmjoin [.Trip present ..Period_p]
|
||
|
|
projectextend[Id_p, Period_p; Licence: .Licence_a, Trip: .Trip atperiods .Period_p]
|
||
|
|
filter[no_components(.Trip)>0]
|
||
|
|
QueryRegions1Net feed filter[not(isempty(.Region))]{r}
|
||
|
|
symmjoin [.Trip passes ..Region_r]
|
||
|
|
projectextend[Licence, Id_p, Id_r; Trip: .Trip at .Region_r]
|
||
|
|
filter [no_components(.Trip) > 0]{b}
|
||
|
|
symmjoin[(.Id_r_a = ..Id_r_b) and (.Id_p_a = ..Id_p_b)]
|
||
|
|
filter[.Licence_a # .Licence_b]
|
||
|
|
filter [not(.Trip_a intersects .Trip_b)]
|
||
|
|
project [Id_r_a, Id_p_a, Licence_a, Licence_b]
|
||
|
|
sortby [Id_r_a asc, Id_p_a asc, Licence_a asc, Licence_b asc]
|
||
|
|
krdup [Id_r_a, Id_p_a, Licence_a, Licence_b]
|
||
|
|
consume;
|
||
|
|
|
||
|
|
query now();
|
||
|
|
|
||
|
|
################################################################################
|
||
|
|
# #
|
||
|
|
# Query 17: Which points from QueryPoints have been visited by a maximum #
|
||
|
|
# number of different vehicles? #
|
||
|
|
# #
|
||
|
|
################################################################################
|
||
|
|
|
||
|
|
let TBANres017tmp1 =
|
||
|
|
QueryPointsNet feed
|
||
|
|
projectextend[Id, Pos; Elem: gpoint2rect(.Pos)]
|
||
|
|
loopsel[fun(t:TUPLE) dataMNtrip_TrajBoxNet windowintersectsS[attr(t,Elem)]
|
||
|
|
sort rdup dataMNtrip gettuples
|
||
|
|
filter [.Trip passes (attr(t,Pos))]
|
||
|
|
projectextend [Moid; Id_p: attr(t,Id)]]
|
||
|
|
sortby [Id_p asc, Moid asc]
|
||
|
|
krdup[Id_p, Moid]
|
||
|
|
groupby[Id_p; Hits: group feed count]
|
||
|
|
consume;
|
||
|
|
|
||
|
|
query now();
|
||
|
|
|
||
|
|
let TBANres017 =
|
||
|
|
TBANres017tmp1 feed
|
||
|
|
filter [.Hits = (TBANres017tmp1 feed max[Hits])]
|
||
|
|
project [Id_p, Hits]
|
||
|
|
consume;
|
||
|
|
|
||
|
|
query now();
|
||
|
|
|
||
|
|
delete TBANres017tmp1;
|
||
|
|
|
||
|
|
query now();
|
||
|
|
|
||
|
|
################################################################################
|
||
|
|
# #
|
||
|
|
# Uncomment the next lines if you want to save run time information on disk #
|
||
|
|
# #
|
||
|
|
################################################################################
|
||
|
|
|
||
|
|
let QRT_NET_TBA = SEC2COMMANDS feed consume;
|
||
|
|
|
||
|
|
# save EVAL_SEC2COMMANDS_NETTBA to 'NetworkTBANNNRunTimesRunX.DAT';
|
||
|
|
|
||
|
|
# delete EVAL_SEC2COMMANDS_NETTBA;
|
||
|
|
|
||
|
|
################################################################################
|
||
|
|
# #
|
||
|
|
# Finish Script and Close Database #
|
||
|
|
# #
|
||
|
|
################################################################################
|
||
|
|
|
||
|
|
close database;
|