From 10c01acd11540aa5d346c751b160e537957ced74 Mon Sep 17 00:00:00 2001 From: "neiljp (Neil Pilgrim)" Date: Thu, 10 May 2018 21:50:23 -0700 Subject: [PATCH 1/2] tests: Add example fruit_flow csv fixtures & test from_csv against them. --- test/fixtures/fruit_flows.csv | 11392 ++++++++++++++++++++++++++++ test/fixtures/fruit_processes.csv | 40 + test/test_dataset.py | 13 + 3 files changed, 11445 insertions(+) create mode 100644 test/fixtures/fruit_flows.csv create mode 100644 test/fixtures/fruit_processes.csv diff --git a/test/fixtures/fruit_flows.csv b/test/fixtures/fruit_flows.csv new file mode 100644 index 0000000..14f1630 --- /dev/null +++ b/test/fixtures/fruit_flows.csv @@ -0,0 +1,11392 @@ +source,target,material,time,value +farm1,eat1,apples,2011-08-01,2.7206914664766906 +eat1,landfill Cambridge,apples,2011-08-01,1.9044840265336835 +eat1,composting Cambridge,apples,2011-08-01,0.8162074399430072 +farm1,eat1,apples,2011-08-02,8.802195320072627 +eat1,landfill Cambridge,apples,2011-08-02,6.161536724050838 +eat1,composting Cambridge,apples,2011-08-02,2.640658596021788 +farm1,eat1,apples,2011-08-03,7.133362614117048 +eat1,landfill Cambridge,apples,2011-08-03,4.993353829881934 +eat1,composting Cambridge,apples,2011-08-03,2.140008784235114 +farm1,eat1,apples,2011-08-04,0.062169641893969986 +eat1,landfill Cambridge,apples,2011-08-04,0.04351874932577899 +eat1,composting Cambridge,apples,2011-08-04,0.018650892568191 +farm1,eat1,apples,2011-08-05,2.926891015659516 +eat1,landfill Cambridge,apples,2011-08-05,2.0488237109616607 +eat1,composting Cambridge,apples,2011-08-05,0.8780673046978548 +farm1,eat1,apples,2011-08-06,5.494496388424731 +eat1,landfill Cambridge,apples,2011-08-06,3.846147471897312 +eat1,composting Cambridge,apples,2011-08-06,1.6483489165274197 +farm1,eat1,apples,2011-08-07,0.2345853904704886 +eat1,landfill Cambridge,apples,2011-08-07,0.164209773329342 +eat1,composting Cambridge,apples,2011-08-07,0.07037561714114657 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Cambridge,apples,2011-08-13,1.9101152210748769 +farm1,eat1,apples,2011-08-14,2.1008444555762376 +eat1,landfill Cambridge,apples,2011-08-14,1.4705911189033662 +eat1,composting Cambridge,apples,2011-08-14,0.6302533366728712 +farm1,eat1,apples,2011-08-15,0.7361720277033865 +eat1,landfill Cambridge,apples,2011-08-15,0.5153204193923705 +eat1,composting Cambridge,apples,2011-08-15,0.22085160831101594 +farm1,eat1,apples,2011-08-16,0.14780583299934194 +eat1,landfill Cambridge,apples,2011-08-16,0.10346408309953936 +eat1,composting Cambridge,apples,2011-08-16,0.04434174989980258 +farm1,eat1,apples,2011-08-17,9.258393490679065 +eat1,landfill Cambridge,apples,2011-08-17,6.480875443475343 +eat1,composting Cambridge,apples,2011-08-17,2.7775180472037184 +farm1,eat1,apples,2011-08-18,6.980572834279535 +eat1,landfill Cambridge,apples,2011-08-18,4.8864009839956735 +eat1,composting Cambridge,apples,2011-08-18,2.0941718502838604 +farm1,eat1,apples,2011-08-19,8.123229959197046 +eat1,landfill Cambridge,apples,2011-08-19,5.686260971437933 +eat1,composting Cambridge,apples,2011-08-19,2.4369689877591134 +farm1,eat1,apples,2011-08-20,6.779747574758928 +eat1,landfill Cambridge,apples,2011-08-20,4.7458233023312495 +eat1,composting Cambridge,apples,2011-08-20,2.033924272427678 +farm1,eat1,apples,2011-08-21,5.682353944206231 +eat1,landfill Cambridge,apples,2011-08-21,3.977647760944361 +eat1,composting Cambridge,apples,2011-08-21,1.7047061832618688 +farm1,eat1,apples,2011-08-22,1.5414045776170568 +eat1,landfill Cambridge,apples,2011-08-22,1.0789832043319396 +eat1,composting Cambridge,apples,2011-08-22,0.462421373285117 +farm1,eat1,apples,2011-08-23,0.21820854077685609 +eat1,landfill Cambridge,apples,2011-08-23,0.1527459785437992 +eat1,composting Cambridge,apples,2011-08-23,0.06546256223305681 +farm1,eat1,apples,2011-08-24,5.344839314473616 +eat1,landfill Cambridge,apples,2011-08-24,3.7413875201315294 +eat1,composting Cambridge,apples,2011-08-24,1.6034517943420843 +farm1,eat1,apples,2011-08-25,6.133837285529534 +eat1,landfill Cambridge,apples,2011-08-25,4.293686099870674 +eat1,composting Cambridge,apples,2011-08-25,1.8401511856588602 +farm1,eat1,apples,2011-08-26,4.514583714279839 +eat1,landfill Cambridge,apples,2011-08-26,3.1602085999958867 +eat1,composting Cambridge,apples,2011-08-26,1.3543751142839515 +farm1,eat1,apples,2011-08-27,4.201822477502619 +eat1,landfill Cambridge,apples,2011-08-27,2.9412757342518328 +eat1,composting Cambridge,apples,2011-08-27,1.2605467432507855 +farm1,eat1,apples,2011-08-28,9.060787325476316 +eat1,landfill Cambridge,apples,2011-08-28,6.34255112783342 +eat1,composting Cambridge,apples,2011-08-28,2.7182361976428937 +farm1,eat1,apples,2011-08-29,6.80743658778595 +eat1,landfill Cambridge,apples,2011-08-29,4.765205611450164 +eat1,composting Cambridge,apples,2011-08-29,2.0422309763357847 +farm1,eat1,apples,2011-08-30,0.7995432488333248 +eat1,landfill Cambridge,apples,2011-08-30,0.5596802741833273 +eat1,composting Cambridge,apples,2011-08-30,0.23986297464999745 +farm1,eat1,apples,2011-08-31,9.003127528176254 +eat1,landfill Cambridge,apples,2011-08-31,6.302189269723378 +eat1,composting Cambridge,apples,2011-08-31,2.7009382584528763 +farm1,eat2,apples,2011-08-01,6.251911270027968 +eat2,landfill Ely,apples,2011-08-01,4.3763378890195765 +eat2,composting Ely,apples,2011-08-01,1.8755733810083897 +farm1,eat2,apples,2011-08-02,2.0506883637796203 +eat2,landfill Ely,apples,2011-08-02,1.4354818546457335 +eat2,composting Ely,apples,2011-08-02,0.615206509133886 +farm1,eat2,apples,2011-08-03,4.171087338757545 +eat2,landfill Ely,apples,2011-08-03,2.919761137130281 +eat2,composting Ely,apples,2011-08-03,1.2513262016272633 +farm1,eat2,apples,2011-08-04,0.13654201672505542 +eat2,landfill Ely,apples,2011-08-04,0.0955794117075388 +eat2,composting Ely,apples,2011-08-04,0.04096260501751663 +farm1,eat2,apples,2011-08-05,5.811447218005212 +eat2,landfill Ely,apples,2011-08-05,4.068013052603649 +eat2,composting Ely,apples,2011-08-05,1.743434165401564 +farm1,eat2,apples,2011-08-06,6.488744848853017 +eat2,landfill Ely,apples,2011-08-06,4.542121394197112 +eat2,composting Ely,apples,2011-08-06,1.9466234546559047 +farm1,eat2,apples,2011-08-07,7.129711500917455 +eat2,landfill Ely,apples,2011-08-07,4.990798050642218 +eat2,composting Ely,apples,2011-08-07,2.1389134502752367 +farm1,eat2,apples,2011-08-08,2.2389638698405188 +eat2,landfill Ely,apples,2011-08-08,1.567274708888363 +eat2,composting Ely,apples,2011-08-08,0.6716891609521556 +farm1,eat2,apples,2011-08-09,0.11243026152505832 +eat2,landfill Ely,apples,2011-08-09,0.07870118306754081 +eat2,composting Ely,apples,2011-08-09,0.03372907845751748 +farm1,eat2,apples,2011-08-10,8.40091604553831 +eat2,landfill Ely,apples,2011-08-10,5.880641231876818 +eat2,composting Ely,apples,2011-08-10,2.520274813661493 +farm1,eat2,apples,2011-08-11,0.4666375693576382 +eat2,landfill Ely,apples,2011-08-11,0.3266462985503467 +eat2,composting Ely,apples,2011-08-11,0.13999127080729146 +farm1,eat2,apples,2011-08-12,1.7220219274590165 +eat2,landfill Ely,apples,2011-08-12,1.205415349221311 +eat2,composting Ely,apples,2011-08-12,0.5166065782377048 +farm1,eat2,apples,2011-08-13,1.4047049607746087 +eat2,landfill Ely,apples,2011-08-13,0.983293472542226 +eat2,composting Ely,apples,2011-08-13,0.4214114882323826 +farm1,eat2,apples,2011-08-14,6.357184252588749 +eat2,landfill Ely,apples,2011-08-14,4.450028976812124 +eat2,composting Ely,apples,2011-08-14,1.9071552757766248 +farm1,eat2,apples,2011-08-15,8.181359656650015 +eat2,landfill Ely,apples,2011-08-15,5.72695175965501 +eat2,composting Ely,apples,2011-08-15,2.4544078969950043 +farm1,eat2,apples,2011-08-16,2.032186974175624 +eat2,landfill Ely,apples,2011-08-16,1.4225308819229368 +eat2,composting Ely,apples,2011-08-16,0.6096560922526871 +farm1,eat2,apples,2011-08-17,3.583722094428026 +eat2,landfill Ely,apples,2011-08-17,2.508605466099618 +eat2,composting Ely,apples,2011-08-17,1.0751166283284077 +farm1,eat2,apples,2011-08-18,5.232110981925078 +eat2,landfill Ely,apples,2011-08-18,3.662477687347554 +eat2,composting Ely,apples,2011-08-18,1.569633294577523 +farm1,eat2,apples,2011-08-19,4.711185785951557 +eat2,landfill Ely,apples,2011-08-19,3.297830050166089 +eat2,composting Ely,apples,2011-08-19,1.4133557357854667 +farm1,eat2,apples,2011-08-20,4.103728997409611 +eat2,landfill Ely,apples,2011-08-20,2.8726102981867276 +eat2,composting Ely,apples,2011-08-20,1.2311186992228833 +farm1,eat2,apples,2011-08-21,0.4259942839319977 +eat2,landfill Ely,apples,2011-08-21,0.29819599875239833 +eat2,composting Ely,apples,2011-08-21,0.1277982851795993 +farm1,eat2,apples,2011-08-22,0.9497444743693252 +eat2,landfill Ely,apples,2011-08-22,0.6648211320585276 +eat2,composting Ely,apples,2011-08-22,0.2849233423107975 +farm1,eat2,apples,2011-08-23,5.972857740036549 +eat2,landfill Ely,apples,2011-08-23,4.181000418025583 +eat2,composting Ely,apples,2011-08-23,1.7918573220109644 +farm1,eat2,apples,2011-08-24,2.299449459854181 +eat2,landfill Ely,apples,2011-08-24,1.6096146218979266 +eat2,composting Ely,apples,2011-08-24,0.6898348379562544 +farm1,eat2,apples,2011-08-25,0.4581188418852482 +eat2,landfill Ely,apples,2011-08-25,0.32068318931967377 +eat2,composting Ely,apples,2011-08-25,0.13743565256557447 +farm1,eat2,apples,2011-08-26,7.4213527234168355 +eat2,landfill Ely,apples,2011-08-26,5.1949469063917855 +eat2,composting Ely,apples,2011-08-26,2.2264058170250505 +farm1,eat2,apples,2011-08-27,8.229986004126081 +eat2,landfill Ely,apples,2011-08-27,5.760990202888258 +eat2,composting Ely,apples,2011-08-27,2.4689958012378246 +farm1,eat2,apples,2011-08-28,0.7888487824089989 +eat2,landfill Ely,apples,2011-08-28,0.5521941476862992 +eat2,composting Ely,apples,2011-08-28,0.23665463472269965 +farm1,eat2,apples,2011-08-29,9.636539920141583 +eat2,landfill Ely,apples,2011-08-29,6.745577944099106 +eat2,composting Ely,apples,2011-08-29,2.8909619760424743 +farm1,eat2,apples,2011-08-30,0.014875555898094462 +eat2,landfill Ely,apples,2011-08-30,0.010412889128666123 +eat2,composting Ely,apples,2011-08-30,0.004462666769428338 +farm1,eat2,apples,2011-08-31,2.9277390432498698 +eat2,landfill Ely,apples,2011-08-31,2.0494173302749092 +eat2,composting Ely,apples,2011-08-31,0.8783217129749611 +farm1,eat3,oranges,2011-08-01,0.787977626728019 +eat3,landfill Ely,oranges,2011-08-01,0.5515843387096132 +eat3,composting Ely,oranges,2011-08-01,0.2363932880184057 +farm1,eat3,oranges,2011-08-02,0.04736795742221154 +eat3,landfill Ely,oranges,2011-08-02,0.033157570195548075 +eat3,composting Ely,oranges,2011-08-02,0.01421038722666346 +farm1,eat3,oranges,2011-08-03,5.798336503848209 +eat3,landfill Ely,oranges,2011-08-03,4.058835552693746 +eat3,composting Ely,oranges,2011-08-03,1.7395009511544628 +farm1,eat3,oranges,2011-08-04,8.207090557358006 +eat3,landfill Ely,oranges,2011-08-04,5.744963390150603 +eat3,composting Ely,oranges,2011-08-04,2.462127167207402 +farm1,eat3,oranges,2011-08-05,0.9014323944271913 +eat3,landfill Ely,oranges,2011-08-05,0.6310026760990337 +eat3,composting Ely,oranges,2011-08-05,0.2704297183281573 +farm1,eat3,oranges,2011-08-06,8.5917136012519 +eat3,landfill Ely,oranges,2011-08-06,6.01419952087633 +eat3,composting Ely,oranges,2011-08-06,2.5775140803755696 +farm1,eat3,oranges,2011-08-07,9.40947070659876 +eat3,landfill Ely,oranges,2011-08-07,6.586629494619131 +eat3,composting Ely,oranges,2011-08-07,2.822841211979628 +farm1,eat3,oranges,2011-08-08,4.031857582803955 +eat3,landfill Ely,oranges,2011-08-08,2.8223003079627684 +eat3,composting Ely,oranges,2011-08-08,1.2095572748411865 +farm1,eat3,oranges,2011-08-09,1.6937056549612062 +eat3,landfill Ely,oranges,2011-08-09,1.1855939584728443 +eat3,composting Ely,oranges,2011-08-09,0.5081116964883619 +farm1,eat3,oranges,2011-08-10,0.2422814063419612 +eat3,landfill Ely,oranges,2011-08-10,0.16959698443937282 +eat3,composting Ely,oranges,2011-08-10,0.07268442190258835 +farm1,eat3,oranges,2011-08-11,3.4889679681707584 +eat3,landfill Ely,oranges,2011-08-11,2.4422775777195302 +eat3,composting Ely,oranges,2011-08-11,1.0466903904512272 +farm1,eat3,oranges,2011-08-12,5.0359314753952775 +eat3,landfill Ely,oranges,2011-08-12,3.5251520327766936 +eat3,composting Ely,oranges,2011-08-12,1.5107794426185832 +farm1,eat3,oranges,2011-08-13,3.155805773436461 +eat3,landfill Ely,oranges,2011-08-13,2.2090640414055227 +eat3,composting Ely,oranges,2011-08-13,0.9467417320309386 +farm1,eat3,oranges,2011-08-14,1.9484979811868253 +eat3,landfill Ely,oranges,2011-08-14,1.363948586830778 +eat3,composting Ely,oranges,2011-08-14,0.5845493943560477 +farm1,eat3,oranges,2011-08-15,1.2096581175559198 +eat3,landfill Ely,oranges,2011-08-15,0.8467606822891438 +eat3,composting Ely,oranges,2011-08-15,0.3628974352667759 +farm1,eat3,oranges,2011-08-16,7.498430420332979 +eat3,landfill Ely,oranges,2011-08-16,5.248901294233085 +eat3,composting Ely,oranges,2011-08-16,2.249529126099893 +farm1,eat3,oranges,2011-08-17,0.0934975827445884 +eat3,landfill Ely,oranges,2011-08-17,0.06544830792121188 +eat3,composting Ely,oranges,2011-08-17,0.02804927482337652 +farm1,eat3,oranges,2011-08-18,1.1905777012669332 +eat3,landfill Ely,oranges,2011-08-18,0.8334043908868531 +eat3,composting Ely,oranges,2011-08-18,0.35717331038007993 +farm1,eat3,oranges,2011-08-19,1.658586599013845 +eat3,landfill Ely,oranges,2011-08-19,1.1610106193096914 +eat3,composting Ely,oranges,2011-08-19,0.4975759797041535 +farm1,eat3,oranges,2011-08-20,0.5792921302074782 +eat3,landfill Ely,oranges,2011-08-20,0.4055044911452347 +eat3,composting Ely,oranges,2011-08-20,0.17378763906224345 +farm1,eat3,oranges,2011-08-21,2.2199015114603813 +eat3,landfill Ely,oranges,2011-08-21,1.5539310580222667 +eat3,composting Ely,oranges,2011-08-21,0.6659704534381143 +farm1,eat3,oranges,2011-08-22,4.590557579580138 +eat3,landfill Ely,oranges,2011-08-22,3.2133903057060964 +eat3,composting 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Newmarket,oranges,2011-08-27,0.11265916897865162 +eat11,composting Newmarket,oranges,2011-08-27,0.048282500990850685 +farm15,eat11,oranges,2011-08-28,1.4205276069966124 +eat11,landfill Newmarket,oranges,2011-08-28,0.9943693248976286 +eat11,composting Newmarket,oranges,2011-08-28,0.4261582820989837 +farm15,eat11,oranges,2011-08-29,1.3064209776095381 +eat11,landfill Newmarket,oranges,2011-08-29,0.9144946843266766 +eat11,composting Newmarket,oranges,2011-08-29,0.39192629328286144 +farm15,eat11,oranges,2011-08-30,0.9418812775941559 +eat11,landfill Newmarket,oranges,2011-08-30,0.6593168943159092 +eat11,composting Newmarket,oranges,2011-08-30,0.2825643832782468 +farm15,eat11,oranges,2011-08-31,0.8462053438369155 +eat11,landfill Newmarket,oranges,2011-08-31,0.5923437406858408 +eat11,composting Newmarket,oranges,2011-08-31,0.25386160315107464 +farm1,compost Cambridge,compost,2011-08-01,2.0262255371930364 +farm2,compost Cambridge,compost,2011-08-01,2.1152653388545475 +farm8,compost Newmarket,compost,2011-08-01,2.2684837460277207 +farm9,compost Newmarket,compost,2011-08-01,1.8527532888725284 +farm11,compost Cambridge,compost,2011-08-01,2.722763796805885 +farm13,compost Newmarket,compost,2011-08-01,1.2519684455057165 +farm14,compost Cambridge,compost,2011-08-01,2.933032887244232 +inputs,farm1,inputs,2011-08-01,15.601936636386382 +compost Cambridge,farm1,compost,2011-08-01,6.686544272737021 +inputs,farm2,inputs,2011-08-01,16.287543109180017 +compost Cambridge,farm2,compost,2011-08-01,6.980375618220006 +inputs,farm3,inputs,2011-08-01,25.591612190883232 +compost Ely,farm3,compost,2011-08-01,10.967833796092815 +inputs,farm4,inputs,2011-08-01,19.796106261139432 +compost Ely,farm4,compost,2011-08-01,8.48404554048833 +inputs,farm5,inputs,2011-08-01,10.384951417980169 +compost Newmarket,farm5,compost,2011-08-01,4.450693464848643 +inputs,farm6,inputs,2011-08-01,11.815873725194704 +compost Ely,farm6,compost,2011-08-01,5.063945882226302 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Ely,farm3,compost,2011-08-02,9.89433608426067 +inputs,farm4,inputs,2011-08-02,22.231184233718853 +compost Ely,farm4,compost,2011-08-02,9.527650385879507 +inputs,farm5,inputs,2011-08-02,8.357305899024457 +compost Newmarket,farm5,compost,2011-08-02,3.5817025281533392 +inputs,farm6,inputs,2011-08-02,27.313237196671203 +compost Ely,farm6,compost,2011-08-02,11.70567308428766 +inputs,farm7,inputs,2011-08-02,12.326290249987448 +compost Ely,farm7,compost,2011-08-02,5.282695821423191 +inputs,farm8,inputs,2011-08-02,27.545877315450234 +compost Newmarket,farm8,compost,2011-08-02,11.805375992335815 +inputs,farm9,inputs,2011-08-02,17.441214138851155 +compost Newmarket,farm9,compost,2011-08-02,7.474806059507638 +inputs,farm10,inputs,2011-08-02,16.019931157431866 +compost Ely,farm10,compost,2011-08-02,6.865684781756513 +inputs,farm11,inputs,2011-08-02,15.947313288240473 +compost Cambridge,farm11,compost,2011-08-02,6.8345628378173435 +inputs,farm12,inputs,2011-08-02,10.221705690152774 +compost Newmarket,farm12,compost,2011-08-02,4.380731010065476 +inputs,farm13,inputs,2011-08-02,8.450025734530788 +compost Newmarket,farm13,compost,2011-08-02,3.621439600513195 +inputs,farm14,inputs,2011-08-02,22.50676516526634 +compost Cambridge,farm14,compost,2011-08-02,9.64575649939986 +inputs,farm15,inputs,2011-08-02,10.911349620019994 +compost Ely,farm15,compost,2011-08-02,4.676292694294284 +composting Cambridge,compost Cambridge,compost,2011-08-02,49.50922618422478 +composting Ely,compost Ely,compost,2011-08-02,20.067377355467254 +composting Newmarket,compost Newmarket,compost,2011-08-02,19.54303037904575 +farm1,compost Cambridge,compost,2011-08-03,2.4285313436930083 +farm4,compost Ely,compost,2011-08-03,3.340605683975421 +farm5,compost Newmarket,compost,2011-08-03,0.6327369522092496 +farm6,compost Ely,compost,2011-08-03,3.4893516039803902 +farm13,compost Newmarket,compost,2011-08-03,1.700840735674798 +farm14,compost Cambridge,compost,2011-08-03,1.1986479096646274 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Ely,compost,2011-08-04,4.250925219751319 +farm5,compost Newmarket,compost,2011-08-04,1.543602538003585 +farm6,compost Ely,compost,2011-08-04,4.261486603858296 +farm7,compost Ely,compost,2011-08-04,2.8022513533192708 +farm10,compost Ely,compost,2011-08-04,1.7845124696320989 +farm12,compost Newmarket,compost,2011-08-04,1.1042692189469692 +farm13,compost Newmarket,compost,2011-08-04,0.5503400877755004 +farm15,compost Ely,compost,2011-08-04,2.2855547412032755 +inputs,farm1,inputs,2011-08-04,22.407788792701712 +compost Cambridge,farm1,compost,2011-08-04,9.603338054015019 +inputs,farm2,inputs,2011-08-04,6.935717378656008 +compost Cambridge,farm2,compost,2011-08-04,2.9724503051382887 +inputs,farm3,inputs,2011-08-04,32.732124192085145 +compost Ely,farm3,compost,2011-08-04,14.02805322517935 +inputs,farm4,inputs,2011-08-04,16.683152023368542 +compost Ely,farm4,compost,2011-08-04,7.149922295729376 +inputs,farm5,inputs,2011-08-04,11.885739542627602 +compost Newmarket,farm5,compost,2011-08-04,5.09388837541183 +inputs,farm6,inputs,2011-08-04,32.813446849708875 +compost Ely,farm6,compost,2011-08-04,14.062905792732375 +inputs,farm7,inputs,2011-08-04,21.577335420558384 +compost Ely,farm7,compost,2011-08-04,9.247429465953592 +inputs,farm8,inputs,2011-08-04,27.17403811287963 +compost Newmarket,farm8,compost,2011-08-04,11.646016334091273 +inputs,farm9,inputs,2011-08-04,14.684055084259867 +compost Newmarket,farm9,compost,2011-08-04,6.293166464682801 +inputs,farm10,inputs,2011-08-04,13.740746016167162 +compost Ely,farm10,compost,2011-08-04,5.888891149785926 +inputs,farm11,inputs,2011-08-04,25.86176309351789 +compost Cambridge,farm11,compost,2011-08-04,11.083612754364808 +inputs,farm12,inputs,2011-08-04,8.502872985891662 +compost Newmarket,farm12,compost,2011-08-04,3.644088422524998 +inputs,farm13,inputs,2011-08-04,4.237618675871353 +compost Newmarket,farm13,compost,2011-08-04,1.816122289659152 +inputs,farm14,inputs,2011-08-04,20.82938512051321 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Cambridge,farm2,compost,2011-08-05,8.276971155228754 +inputs,farm3,inputs,2011-08-05,24.007525045666892 +compost Ely,farm3,compost,2011-08-05,10.28893930528581 +inputs,farm4,inputs,2011-08-05,23.22194035546067 +compost Ely,farm4,compost,2011-08-05,9.952260152340283 +inputs,farm5,inputs,2011-08-05,10.215528435096656 +compost Newmarket,farm5,compost,2011-08-05,4.378083615041424 +inputs,farm6,inputs,2011-08-05,20.172651448715293 +compost Ely,farm6,compost,2011-08-05,8.645422049449412 +inputs,farm7,inputs,2011-08-05,10.099531863460912 +compost Ely,farm7,compost,2011-08-05,4.328370798626105 +inputs,farm8,inputs,2011-08-05,17.129162821986846 +compost Newmarket,farm8,compost,2011-08-05,7.3410697808515035 +inputs,farm9,inputs,2011-08-05,17.04824668283959 +compost Newmarket,farm9,compost,2011-08-05,7.3063914355026816 +inputs,farm10,inputs,2011-08-05,11.651264600563355 +compost Ely,farm10,compost,2011-08-05,4.993399114527152 +inputs,farm11,inputs,2011-08-05,26.710369654921198 +compost Cambridge,farm11,compost,2011-08-05,11.447301280680517 +inputs,farm12,inputs,2011-08-05,22.21711251992545 +compost Newmarket,farm12,compost,2011-08-05,9.52161965139662 +inputs,farm13,inputs,2011-08-05,13.464274813765304 +compost Newmarket,farm13,compost,2011-08-05,5.770403491613702 +inputs,farm14,inputs,2011-08-05,10.729485977339381 +compost Cambridge,farm14,compost,2011-08-05,4.598351133145449 +inputs,farm15,inputs,2011-08-05,14.916831960462305 +compost Ely,farm15,compost,2011-08-05,6.392927983055272 +composting Cambridge,compost Cambridge,compost,2011-08-05,43.2495299888044 +composting Ely,compost Ely,compost,2011-08-05,24.647856400632897 +composting Newmarket,compost Newmarket,compost,2011-08-05,18.440886135152336 +farm1,compost Cambridge,compost,2011-08-06,3.6346181982357813 +farm6,compost Ely,compost,2011-08-06,1.2720755885252686 +farm7,compost Ely,compost,2011-08-06,3.4672187239559378 +farm11,compost Cambridge,compost,2011-08-06,1.0452816699101009 +farm12,compost Newmarket,compost,2011-08-06,1.109097877764876 +farm13,compost Newmarket,compost,2011-08-06,0.6297807592964353 +inputs,farm1,inputs,2011-08-06,27.986560126415515 +compost Cambridge,farm1,compost,2011-08-06,11.994240054178078 +inputs,farm2,inputs,2011-08-06,18.93710002224745 +compost Cambridge,farm2,compost,2011-08-06,8.11590000953462 +inputs,farm3,inputs,2011-08-06,29.24927910753665 +compost Ely,farm3,compost,2011-08-06,12.53540533180142 +inputs,farm4,inputs,2011-08-06,30.12440934145596 +compost Ely,farm4,compost,2011-08-06,12.91046114633827 +inputs,farm5,inputs,2011-08-06,10.270029768884957 +compost Newmarket,farm5,compost,2011-08-06,4.4014413295221235 +inputs,farm6,inputs,2011-08-06,9.794982031644569 +compost Ely,farm6,compost,2011-08-06,4.1978494421333865 +inputs,farm7,inputs,2011-08-06,26.697584174460722 +compost Ely,farm7,compost,2011-08-06,11.441821789054597 +inputs,farm8,inputs,2011-08-06,28.99941838691053 +compost Newmarket,farm8,compost,2011-08-06,12.4283221658188 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Newmarket,compost,2011-08-06,21.77122663748202 +farm1,compost Cambridge,compost,2011-08-07,3.326240476973667 +farm2,compost Cambridge,compost,2011-08-07,2.045062204292747 +farm3,compost Ely,compost,2011-08-07,1.4991537723393678 +farm4,compost Ely,compost,2011-08-07,3.146171270260305 +farm5,compost Newmarket,compost,2011-08-07,0.7116274724217839 +farm6,compost Ely,compost,2011-08-07,1.9738156225991108 +farm7,compost Ely,compost,2011-08-07,2.6981982510802727 +farm9,compost Newmarket,compost,2011-08-07,1.835686472523241 +farm12,compost Newmarket,compost,2011-08-07,2.8013393496217347 +inputs,farm1,inputs,2011-08-07,25.612051672697238 +compost Cambridge,farm1,compost,2011-08-07,10.976593574013105 +inputs,farm2,inputs,2011-08-07,15.746978973054151 +compost Cambridge,farm2,compost,2011-08-07,6.748705274166063 +inputs,farm3,inputs,2011-08-07,11.54348404701313 +compost Ely,farm3,compost,2011-08-07,4.947207448719913 +inputs,farm4,inputs,2011-08-07,24.225518781004357 +compost Ely,farm4,compost,2011-08-07,10.382365191859009 +inputs,farm5,inputs,2011-08-07,5.479531537647736 +compost Newmarket,farm5,compost,2011-08-07,2.3483706589918865 +inputs,farm6,inputs,2011-08-07,15.198380294013155 +compost Ely,farm6,compost,2011-08-07,6.513591554577067 +inputs,farm7,inputs,2011-08-07,20.776126533318106 +compost Ely,farm7,compost,2011-08-07,8.904054228564899 +inputs,farm8,inputs,2011-08-07,27.42496710524185 +compost Newmarket,farm8,compost,2011-08-07,11.753557330817936 +inputs,farm9,inputs,2011-08-07,14.134785838428956 +compost Newmarket,farm9,compost,2011-08-07,6.057765359326696 +inputs,farm10,inputs,2011-08-07,18.01828994014476 +compost Ely,farm10,compost,2011-08-07,7.72212426006204 +inputs,farm11,inputs,2011-08-07,27.784538953045807 +compost Cambridge,farm11,compost,2011-08-07,11.907659551305347 +inputs,farm12,inputs,2011-08-07,21.57031299208736 +compost Newmarket,farm12,compost,2011-08-07,9.244419853751726 +inputs,farm13,inputs,2011-08-07,11.980479764749456 +compost Newmarket,farm13,compost,2011-08-07,5.134491327749767 +inputs,farm14,inputs,2011-08-07,13.721728393373368 +compost Cambridge,farm14,compost,2011-08-07,5.880740740017158 +inputs,farm15,inputs,2011-08-07,20.808529230198182 +compost Ely,farm15,compost,2011-08-07,8.917941098656364 +composting Cambridge,compost Cambridge,compost,2011-08-07,41.32543208470217 +composting Ely,compost Ely,compost,2011-08-07,33.37558046793301 +composting Newmarket,compost Newmarket,compost,2011-08-07,23.502229691174346 +farm2,compost Cambridge,compost,2011-08-08,2.2490103322540578 +farm4,compost Ely,compost,2011-08-08,2.9688903945340286 +farm5,compost Newmarket,compost,2011-08-08,0.8168210807407796 +farm6,compost Ely,compost,2011-08-08,4.914830947241494 +farm7,compost Ely,compost,2011-08-08,3.253491630124205 +farm10,compost Ely,compost,2011-08-08,1.694956397198855 +farm12,compost Newmarket,compost,2011-08-08,1.4487754823036385 +farm14,compost Cambridge,compost,2011-08-08,3.5260118420282267 +farm15,compost Ely,compost,2011-08-08,2.206547752003421 +inputs,farm1,inputs,2011-08-08,18.58708628625482 +compost Cambridge,farm1,compost,2011-08-08,7.965894122680638 +inputs,farm2,inputs,2011-08-08,17.317379558356244 +compost Cambridge,farm2,compost,2011-08-08,7.42173409643839 +inputs,farm3,inputs,2011-08-08,13.09070485248512 +compost Ely,farm3,compost,2011-08-08,5.61030207963648 +inputs,farm4,inputs,2011-08-08,22.86045603791202 +compost Ely,farm4,compost,2011-08-08,9.797338301962293 +inputs,farm5,inputs,2011-08-08,6.289522321704003 +compost Newmarket,farm5,compost,2011-08-08,2.6955095664445734 +inputs,farm6,inputs,2011-08-08,37.84419829375951 +compost Ely,farm6,compost,2011-08-08,16.21894212589693 +inputs,farm7,inputs,2011-08-08,25.051885551956378 +compost Ely,farm7,compost,2011-08-08,10.736522379409877 +inputs,farm8,inputs,2011-08-08,15.295205565096113 +compost Newmarket,farm8,compost,2011-08-08,6.5550880993269045 +inputs,farm9,inputs,2011-08-08,5.286721921708437 +compost Newmarket,farm9,compost,2011-08-08,2.265737966446473 +inputs,farm10,inputs,2011-08-08,13.051164258431188 +compost Ely,farm10,compost,2011-08-08,5.593356110756222 +inputs,farm11,inputs,2011-08-08,30.443289748292703 +compost Cambridge,farm11,compost,2011-08-08,13.047124177839732 +inputs,farm12,inputs,2011-08-08,11.155571213738014 +compost Newmarket,farm12,compost,2011-08-08,4.780959091602006 +inputs,farm13,inputs,2011-08-08,9.516712482635123 +compost Newmarket,farm13,compost,2011-08-08,4.078591063986481 +inputs,farm14,inputs,2011-08-08,27.15029118361735 +compost Cambridge,farm14,compost,2011-08-08,11.635839078693152 +inputs,farm15,inputs,2011-08-08,16.99041769042634 +compost Ely,farm15,compost,2011-08-08,7.281607581611289 +composting Cambridge,compost Cambridge,compost,2011-08-08,53.87130464388042 +composting Ely,compost Ely,compost,2011-08-08,27.94458464242408 +composting Newmarket,compost Newmarket,compost,2011-08-08,15.466497536365821 +farm4,compost Ely,compost,2011-08-09,4.522219979204099 +farm5,compost Newmarket,compost,2011-08-09,0.4312645866712675 +farm7,compost Ely,compost,2011-08-09,1.4875589426669575 +farm9,compost Newmarket,compost,2011-08-09,1.067703426997879 +farm14,compost Cambridge,compost,2011-08-09,3.1288952607896583 +inputs,farm1,inputs,2011-08-09,7.340134448648097 +compost Cambridge,farm1,compost,2011-08-09,3.1457719065634704 +inputs,farm2,inputs,2011-08-09,16.382478006506126 +compost Cambridge,farm2,compost,2011-08-09,7.021062002788337 +inputs,farm3,inputs,2011-08-09,17.44598512651076 +compost Ely,farm3,compost,2011-08-09,7.476850768504613 +inputs,farm4,inputs,2011-08-09,34.82109383987156 +compost Ely,farm4,compost,2011-08-09,14.923325931373524 +inputs,farm5,inputs,2011-08-09,3.3207373173687595 +compost Newmarket,farm5,compost,2011-08-09,1.4231731360151827 +inputs,farm6,inputs,2011-08-09,20.426451723302925 +compost Ely,farm6,compost,2011-08-09,8.754193595701253 +inputs,farm7,inputs,2011-08-09,11.454203858535571 +compost Ely,farm7,compost,2011-08-09,4.90894451080096 +inputs,farm8,inputs,2011-08-09,18.57107436778513 +compost Newmarket,farm8,compost,2011-08-09,7.95903187190791 +inputs,farm9,inputs,2011-08-09,8.221316387883668 +compost Newmarket,farm9,compost,2011-08-09,3.5234213090930004 +inputs,farm10,inputs,2011-08-09,6.8625016879564775 +compost Ely,farm10,compost,2011-08-09,2.9410721519813467 +inputs,farm11,inputs,2011-08-09,13.316392645257919 +compost Cambridge,farm11,compost,2011-08-09,5.707025419396253 +inputs,farm12,inputs,2011-08-09,9.253890822414052 +compost Newmarket,farm12,compost,2011-08-09,3.965953209606023 +inputs,farm13,inputs,2011-08-09,12.968272396057875 +compost Newmarket,farm13,compost,2011-08-09,5.557831026881948 +inputs,farm14,inputs,2011-08-09,24.092493508080373 +compost Cambridge,farm14,compost,2011-08-09,10.325354360605873 +inputs,farm15,inputs,2011-08-09,16.989126923493586 +compost Ely,farm15,compost,2011-08-09,7.281054395782966 +composting Cambridge,compost Cambridge,compost,2011-08-09,40.56682453406224 +composting Ely,compost Ely,compost,2011-08-09,27.76092884665946 +composting Newmarket,compost Newmarket,compost,2011-08-09,13.93507907018763 +farm3,compost Ely,compost,2011-08-10,3.7113193326570895 +farm5,compost Newmarket,compost,2011-08-10,1.0873730119213283 +farm8,compost Newmarket,compost,2011-08-10,3.4778459709296747 +farm10,compost Ely,compost,2011-08-10,2.2117178282673042 +farm12,compost Newmarket,compost,2011-08-10,1.4437649860224655 +farm13,compost Newmarket,compost,2011-08-10,2.4486929528476105 +inputs,farm1,inputs,2011-08-10,13.660052948133318 +compost Cambridge,farm1,compost,2011-08-10,5.8543084063428505 +inputs,farm2,inputs,2011-08-10,3.1206931217728697 +compost Cambridge,farm2,compost,2011-08-10,1.33743990933123 +inputs,farm3,inputs,2011-08-10,28.57715886145959 +compost Ely,farm3,compost,2011-08-10,12.247353797768396 +inputs,farm4,inputs,2011-08-10,24.970798630662518 +compost Ely,farm4,compost,2011-08-10,10.701770841712507 +inputs,farm5,inputs,2011-08-10,8.372772191794228 +compost Newmarket,farm5,compost,2011-08-10,3.588330939340384 +inputs,farm6,inputs,2011-08-10,18.323851713284586 +compost Ely,farm6,compost,2011-08-10,7.853079305693394 +inputs,farm7,inputs,2011-08-10,14.94687950345622 +compost Ely,farm7,compost,2011-08-10,6.405805501481238 +inputs,farm8,inputs,2011-08-10,26.77941397615849 +compost Newmarket,farm8,compost,2011-08-10,11.47689170406793 +inputs,farm9,inputs,2011-08-10,16.81969791240012 +compost Newmarket,farm9,compost,2011-08-10,7.208441962457193 +inputs,farm10,inputs,2011-08-10,17.03022727765824 +compost Ely,farm10,compost,2011-08-10,7.298668833282104 +inputs,farm11,inputs,2011-08-10,20.789317137878896 +compost Cambridge,farm11,compost,2011-08-10,8.909707344805241 +inputs,farm12,inputs,2011-08-10,11.116990392372985 +compost Newmarket,farm12,compost,2011-08-10,4.7644244538741365 +inputs,farm13,inputs,2011-08-10,18.854935736926606 +compost Newmarket,farm13,compost,2011-08-10,8.080686744397116 +inputs,farm14,inputs,2011-08-10,19.680814684876847 +compost Cambridge,farm14,compost,2011-08-10,8.43463486494722 +inputs,farm15,inputs,2011-08-10,12.521820019874625 +compost Ely,farm15,compost,2011-08-10,5.366494294231981 +composting Cambridge,compost Cambridge,compost,2011-08-10,45.95067761204795 +composting Ely,compost Ely,compost,2011-08-10,32.73468627193839 +composting Newmarket,compost Newmarket,compost,2011-08-10,15.041697638432069 +farm1,compost Cambridge,compost,2011-08-11,3.008594733138647 +farm3,compost Ely,compost,2011-08-11,1.8805470917042253 +farm6,compost Ely,compost,2011-08-11,3.414176446266344 +farm8,compost Newmarket,compost,2011-08-11,4.147668884124388 +farm11,compost Cambridge,compost,2011-08-11,2.767831495493942 +farm13,compost Newmarket,compost,2011-08-11,1.3937541024506517 +farm14,compost Cambridge,compost,2011-08-11,3.7904720495541167 +farm15,compost Ely,compost,2011-08-11,3.243245477569696 +inputs,farm1,inputs,2011-08-11,23.16617944516758 +compost Cambridge,farm1,compost,2011-08-11,9.928362619357534 +inputs,farm2,inputs,2011-08-11,19.539701090870224 +compost Cambridge,farm2,compost,2011-08-11,8.374157610372954 +inputs,farm3,inputs,2011-08-11,14.480212606122535 +compost Ely,farm3,compost,2011-08-11,6.2058054026239455 +inputs,farm4,inputs,2011-08-11,24.883122424301053 +compost Ely,farm4,compost,2011-08-11,10.664195324700447 +inputs,farm5,inputs,2011-08-11,4.827034981602869 +compost Newmarket,farm5,compost,2011-08-11,2.0687292778298008 +inputs,farm6,inputs,2011-08-11,26.289158636250843 +compost Ely,farm6,compost,2011-08-11,11.266782272678931 +inputs,farm7,inputs,2011-08-11,15.507496373667054 +compost Ely,farm7,compost,2011-08-11,6.646069874428741 +inputs,farm8,inputs,2011-08-11,31.937050407757802 +compost Newmarket,farm8,compost,2011-08-11,13.687307317610486 +inputs,farm9,inputs,2011-08-11,10.24448993107922 +compost Newmarket,farm9,compost,2011-08-11,4.390495684748236 +inputs,farm10,inputs,2011-08-11,7.663096679416433 +compost Ely,farm10,compost,2011-08-11,3.2841842911784718 +inputs,farm11,inputs,2011-08-11,21.31230251530335 +compost Cambridge,farm11,compost,2011-08-11,9.133843935130008 +inputs,farm12,inputs,2011-08-11,11.284421364595735 +compost Newmarket,farm12,compost,2011-08-11,4.836180584826745 +inputs,farm13,inputs,2011-08-11,10.731906588870014 +compost Newmarket,farm13,compost,2011-08-11,4.59938853808715 +inputs,farm14,inputs,2011-08-11,29.186634781566703 +compost Cambridge,farm14,compost,2011-08-11,12.508557763528586 +inputs,farm15,inputs,2011-08-11,24.972990177286658 +compost Ely,farm15,compost,2011-08-11,10.70271007598 +composting Cambridge,compost Cambridge,compost,2011-08-11,49.04907328446705 +composting Ely,compost Ely,compost,2011-08-11,30.50797514702579 +composting Newmarket,compost Newmarket,compost,2011-08-11,21.177354677087926 +farm1,compost Cambridge,compost,2011-08-12,2.754802250171644 +farm2,compost Cambridge,compost,2011-08-12,2.3284078892271305 +farm3,compost Ely,compost,2011-08-12,3.4670985359334128 +farm4,compost Ely,compost,2011-08-12,3.9904817157656094 +farm6,compost Ely,compost,2011-08-12,1.4356287008702635 +farm9,compost Newmarket,compost,2011-08-12,2.04042611214714 +farm10,compost Ely,compost,2011-08-12,3.182244721246543 +farm11,compost Cambridge,compost,2011-08-12,3.1966358073186507 +farm14,compost Cambridge,compost,2011-08-12,2.2405575227390737 +farm15,compost Ely,compost,2011-08-12,1.8270867783521525 +inputs,farm1,inputs,2011-08-12,21.211977326321648 +compost Cambridge,farm1,compost,2011-08-12,9.090847425566425 +inputs,farm2,inputs,2011-08-12,17.928740747048906 +compost Cambridge,farm2,compost,2011-08-12,7.6837460344495305 +inputs,farm3,inputs,2011-08-12,26.696658726687282 +compost Ely,farm3,compost,2011-08-12,11.44142516858026 +inputs,farm4,inputs,2011-08-12,30.726709211395196 +compost Ely,farm4,compost,2011-08-12,13.16858966202651 +inputs,farm5,inputs,2011-08-12,5.761040554428092 +compost Newmarket,farm5,compost,2011-08-12,2.469017380469184 +inputs,farm6,inputs,2011-08-12,11.054340996701029 +compost Ely,farm6,compost,2011-08-12,4.73757471287187 +inputs,farm7,inputs,2011-08-12,6.2908160054769375 +compost Ely,farm7,compost,2011-08-12,2.6960640023472595 +inputs,farm8,inputs,2011-08-12,29.48531979121584 +compost Newmarket,farm8,compost,2011-08-12,12.636565624806789 +inputs,farm9,inputs,2011-08-12,15.711281063532978 +compost Newmarket,farm9,compost,2011-08-12,6.733406170085562 +inputs,farm10,inputs,2011-08-12,24.50328435359838 +compost Ely,farm10,compost,2011-08-12,10.501407580113591 +inputs,farm11,inputs,2011-08-12,24.614095716353606 +compost Cambridge,farm11,compost,2011-08-12,10.548898164151547 +inputs,farm12,inputs,2011-08-12,13.729388782179072 +compost Newmarket,farm12,compost,2011-08-12,5.88402376379103 +inputs,farm13,inputs,2011-08-12,5.779076263513472 +compost Newmarket,farm13,compost,2011-08-12,2.4767469700772025 +inputs,farm14,inputs,2011-08-12,17.252292925090867 +compost Cambridge,farm14,compost,2011-08-12,7.393839825038944 +inputs,farm15,inputs,2011-08-12,14.068568193311574 +compost Ely,farm15,compost,2011-08-12,6.029386368562102 +composting Cambridge,compost Cambridge,compost,2011-08-12,46.21419771730374 +composting Ely,compost Ely,compost,2011-08-12,31.255257323351398 +composting Newmarket,compost Newmarket,compost,2011-08-12,18.378622826504397 +farm1,compost Cambridge,compost,2011-08-13,2.336246752464879 +farm3,compost Ely,compost,2011-08-13,3.3748969047158366 +farm4,compost Ely,compost,2011-08-13,3.607148131830662 +farm5,compost Newmarket,compost,2011-08-13,0.9580375197272506 +farm7,compost Ely,compost,2011-08-13,2.0942366749637515 +farm10,compost Ely,compost,2011-08-13,1.3378978788491331 +farm11,compost Cambridge,compost,2011-08-13,0.8557536511679633 +inputs,farm1,inputs,2011-08-13,17.989099993979572 +compost Cambridge,farm1,compost,2011-08-13,7.7096142831340995 +inputs,farm2,inputs,2011-08-13,17.248491588348735 +compost Cambridge,farm2,compost,2011-08-13,7.392210680720887 +inputs,farm3,inputs,2011-08-13,25.98670616631194 +compost Ely,farm3,compost,2011-08-13,11.13715978556226 +inputs,farm4,inputs,2011-08-13,27.775040615096092 +compost Ely,farm4,compost,2011-08-13,11.903588835041184 +inputs,farm5,inputs,2011-08-13,7.376888901899829 +compost Newmarket,farm5,compost,2011-08-13,3.1615238150999265 +inputs,farm6,inputs,2011-08-13,23.34262727593595 +compost Ely,farm6,compost,2011-08-13,10.003983118258263 +inputs,farm7,inputs,2011-08-13,16.125622397220887 +compost Ely,farm7,compost,2011-08-13,6.910981027380379 +inputs,farm8,inputs,2011-08-13,30.81020015485527 +compost Newmarket,farm8,compost,2011-08-13,13.204371494937973 +inputs,farm9,inputs,2011-08-13,6.948355598938358 +compost Newmarket,farm9,compost,2011-08-13,2.977866685259296 +inputs,farm10,inputs,2011-08-13,10.301813667138322 +compost Ely,farm10,compost,2011-08-13,4.415063000202138 +inputs,farm11,inputs,2011-08-13,6.589303113993317 +compost Cambridge,farm11,compost,2011-08-13,2.823987048854279 +inputs,farm12,inputs,2011-08-13,6.913148098102484 +compost Newmarket,farm12,compost,2011-08-13,2.962777756329636 +inputs,farm13,inputs,2011-08-13,6.109682762821926 +compost Newmarket,farm13,compost,2011-08-13,2.618435469780825 +inputs,farm14,inputs,2011-08-13,17.500951254792245 +compost Cambridge,farm14,compost,2011-08-13,7.5004076806252495 +inputs,farm15,inputs,2011-08-13,20.480265067212493 +compost Ely,farm15,compost,2011-08-13,8.777256457376781 +composting Cambridge,compost Cambridge,compost,2011-08-13,45.811002680363366 +composting Ely,compost Ely,compost,2011-08-13,24.71039325881343 +composting Newmarket,compost Newmarket,compost,2011-08-13,18.357004789006766 +farm2,compost Cambridge,compost,2011-08-14,3.0656235261610414 +farm4,compost Ely,compost,2011-08-14,2.147765797530464 +farm5,compost Newmarket,compost,2011-08-14,1.813943480531584 +farm6,compost Ely,compost,2011-08-14,2.131953208944387 +farm8,compost Newmarket,compost,2011-08-14,2.441452124383316 +farm9,compost Newmarket,compost,2011-08-14,2.0024929267523928 +farm10,compost Ely,compost,2011-08-14,2.0252652660826724 +farm13,compost Newmarket,compost,2011-08-14,1.0688357076417834 +farm14,compost Cambridge,compost,2011-08-14,2.623742620918524 +inputs,farm1,inputs,2011-08-14,17.39561778575265 +compost Cambridge,farm1,compost,2011-08-14,7.455264765322562 +inputs,farm2,inputs,2011-08-14,23.60530115144001 +compost Cambridge,farm2,compost,2011-08-14,10.116557636331436 +inputs,farm3,inputs,2011-08-14,20.478757405338445 +compost Ely,farm3,compost,2011-08-14,8.776610316573619 +inputs,farm4,inputs,2011-08-14,16.53779664098457 +compost Ely,farm4,compost,2011-08-14,7.087627131850531 +inputs,farm5,inputs,2011-08-14,13.967364800093193 +compost Newmarket,farm5,compost,2011-08-14,5.986013485754228 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Cambridge,farm14,compost,2011-08-14,8.65835064903113 +inputs,farm15,inputs,2011-08-14,25.27350864941544 +compost Ely,farm15,compost,2011-08-14,10.831503706892333 +composting Cambridge,compost Cambridge,compost,2011-08-14,48.49958541087594 +composting Ely,compost Ely,compost,2011-08-14,26.131819801376103 +composting Newmarket,compost Newmarket,compost,2011-08-14,22.519842097229727 +farm1,compost Cambridge,compost,2011-08-15,1.4577149119695827 +farm3,compost Ely,compost,2011-08-15,2.592049249246025 +farm6,compost Ely,compost,2011-08-15,2.891969868820811 +farm7,compost Ely,compost,2011-08-15,3.9405030225671482 +farm9,compost Newmarket,compost,2011-08-15,1.6898269660385268 +farm10,compost Ely,compost,2011-08-15,1.9149302908422832 +farm11,compost Cambridge,compost,2011-08-15,5.202654712607209 +farm12,compost Newmarket,compost,2011-08-15,2.845293133794496 +farm13,compost Newmarket,compost,2011-08-15,1.2007500692107382 +farm14,compost Cambridge,compost,2011-08-15,1.6379247207933807 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Cambridge,compost,2011-08-16,3.3890999065915923 +farm3,compost Ely,compost,2011-08-16,1.8037812405269296 +farm5,compost Newmarket,compost,2011-08-16,1.7316926890301272 +farm6,compost Ely,compost,2011-08-16,3.633228759636007 +farm8,compost Newmarket,compost,2011-08-16,2.0099542512411745 +farm10,compost Ely,compost,2011-08-16,1.3157265069130584 +farm13,compost Newmarket,compost,2011-08-16,2.0161246459325053 +inputs,farm1,inputs,2011-08-16,21.042160059077435 +compost Cambridge,farm1,compost,2011-08-16,9.01806859674747 +inputs,farm2,inputs,2011-08-16,26.096069280755266 +compost Cambridge,farm2,compost,2011-08-16,11.184029691752254 +inputs,farm3,inputs,2011-08-16,13.889115552057355 +compost Ely,farm3,compost,2011-08-16,5.952478093738867 +inputs,farm4,inputs,2011-08-16,13.948825943740792 +compost Ely,farm4,compost,2011-08-16,5.978068261603197 +inputs,farm5,inputs,2011-08-16,13.334033705531981 +compost Newmarket,farm5,compost,2011-08-16,5.714585873799419 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Cambridge,farm14,compost,2011-08-16,1.066103539416382 +inputs,farm15,inputs,2011-08-16,7.167392941645978 +compost Ely,farm15,compost,2011-08-16,3.0717398321339897 +composting Cambridge,compost Cambridge,compost,2011-08-16,36.63759835250536 +composting Ely,compost Ely,compost,2011-08-16,34.49211099150257 +composting Newmarket,compost Newmarket,compost,2011-08-16,19.33751693245652 +farm1,compost Cambridge,compost,2011-08-17,1.940543606742107 +farm4,compost Ely,compost,2011-08-17,3.816288950446917 +farm5,compost Newmarket,compost,2011-08-17,1.4042770907118158 +farm7,compost Ely,compost,2011-08-17,2.1818238240087644 +farm8,compost Newmarket,compost,2011-08-17,2.613613599073448 +farm9,compost Newmarket,compost,2011-08-17,2.667808811728271 +farm12,compost Newmarket,compost,2011-08-17,1.6053909477561623 +inputs,farm1,inputs,2011-08-17,14.942185771914222 +compost Cambridge,farm1,compost,2011-08-17,6.403793902248952 +inputs,farm2,inputs,2011-08-17,19.67330923868445 +compost Cambridge,farm2,compost,2011-08-17,8.431418245150475 +inputs,farm3,inputs,2011-08-17,18.853276156797122 +compost Ely,farm3,compost,2011-08-17,8.079975495770194 +inputs,farm4,inputs,2011-08-17,29.385424918441267 +compost Ely,farm4,compost,2011-08-17,12.593753536474829 +inputs,farm5,inputs,2011-08-17,10.81293359848098 +compost Newmarket,farm5,compost,2011-08-17,4.634114399348992 +inputs,farm6,inputs,2011-08-17,18.468321246448294 +compost Ely,farm6,compost,2011-08-17,7.914994819906412 +inputs,farm7,inputs,2011-08-17,16.800043444867484 +compost Ely,farm7,compost,2011-08-17,7.200018619228923 +inputs,farm8,inputs,2011-08-17,20.124824712865546 +compost Newmarket,farm8,compost,2011-08-17,8.624924876942378 +inputs,farm9,inputs,2011-08-17,20.542127850307683 +compost Newmarket,farm9,compost,2011-08-17,8.803769078703292 +inputs,farm10,inputs,2011-08-17,12.955220048510366 +compost Ely,farm10,compost,2011-08-17,5.5522371636472965 +inputs,farm11,inputs,2011-08-17,25.064006348228844 +compost Cambridge,farm11,compost,2011-08-17,10.741717006383785 +inputs,farm12,inputs,2011-08-17,12.361510297722447 +compost Newmarket,farm12,compost,2011-08-17,5.297790127595335 +inputs,farm13,inputs,2011-08-17,1.3511325260307911 +compost Newmarket,farm13,compost,2011-08-17,0.579056796870339 +inputs,farm14,inputs,2011-08-17,17.620054478700865 +compost Cambridge,farm14,compost,2011-08-17,7.5514519194432275 +inputs,farm15,inputs,2011-08-17,13.940824661843244 +compost Ely,farm15,compost,2011-08-17,5.974639140789963 +composting Cambridge,compost Cambridge,compost,2011-08-17,52.7854872023747 +composting Ely,compost Ely,compost,2011-08-17,26.3684321344696 +composting Newmarket,compost Newmarket,compost,2011-08-17,13.497207913699178 +farm3,compost Ely,compost,2011-08-18,2.637836644263369 +farm7,compost Ely,compost,2011-08-18,3.1553476404241367 +farm9,compost Newmarket,compost,2011-08-18,0.588600048362223 +farm11,compost Cambridge,compost,2011-08-18,3.5885590642391567 +farm15,compost Ely,compost,2011-08-18,3.318280781431545 +inputs,farm1,inputs,2011-08-18,20.796778554067245 +compost Cambridge,farm1,compost,2011-08-18,8.912905094600248 +inputs,farm2,inputs,2011-08-18,6.969637108214258 +compost Cambridge,farm2,compost,2011-08-18,2.9869873320918243 +inputs,farm3,inputs,2011-08-18,20.311342160827934 +compost Ely,farm3,compost,2011-08-18,8.704860926069117 +inputs,farm4,inputs,2011-08-18,24.631462121013858 +compost Ely,farm4,compost,2011-08-18,10.55634090900594 +inputs,farm5,inputs,2011-08-18,13.927022356015348 +compost Newmarket,farm5,compost,2011-08-18,5.968723866863723 +inputs,farm6,inputs,2011-08-18,28.74812193492013 +compost Ely,farm6,compost,2011-08-18,12.320623686394345 +inputs,farm7,inputs,2011-08-18,24.29617683126585 +compost Ely,farm7,compost,2011-08-18,10.412647213399651 +inputs,farm8,inputs,2011-08-18,19.13460757152349 +compost Newmarket,farm8,compost,2011-08-18,8.200546102081494 +inputs,farm9,inputs,2011-08-18,4.5322203723891175 +compost Newmarket,farm9,compost,2011-08-18,1.942380159595336 +inputs,farm10,inputs,2011-08-18,18.27003514580273 +compost Ely,farm10,compost,2011-08-18,7.830015062486884 +inputs,farm11,inputs,2011-08-18,27.631904794641514 +compost Cambridge,farm11,compost,2011-08-18,11.842244911989221 +inputs,farm12,inputs,2011-08-18,6.105996368819874 +compost Newmarket,farm12,compost,2011-08-18,2.6168555866370897 +inputs,farm13,inputs,2011-08-18,18.75696665711031 +compost Newmarket,farm13,compost,2011-08-18,8.038699995904418 +inputs,farm14,inputs,2011-08-18,13.304627655861044 +compost Cambridge,farm14,compost,2011-08-18,5.701983281083305 +inputs,farm15,inputs,2011-08-18,25.55076201702289 +compost Ely,farm15,compost,2011-08-18,10.950326578724097 +composting Cambridge,compost Cambridge,compost,2011-08-18,46.62347115145499 +composting Ely,compost Ely,compost,2011-08-18,33.73172023466661 +composting Newmarket,compost Newmarket,compost,2011-08-18,21.144872047456644 +farm1,compost Cambridge,compost,2011-08-19,2.9665473606044843 +farm5,compost Newmarket,compost,2011-08-19,0.6495514985543052 +farm7,compost Ely,compost,2011-08-19,3.3729199541741477 +farm8,compost Newmarket,compost,2011-08-19,3.971176341216458 +farm10,compost Ely,compost,2011-08-19,2.8582062488187354 +farm11,compost Cambridge,compost,2011-08-19,1.6599278354242353 +farm14,compost Cambridge,compost,2011-08-19,2.70750946915272 +farm15,compost Ely,compost,2011-08-19,2.098616242133349 +inputs,farm1,inputs,2011-08-19,22.84241467665453 +compost Cambridge,farm1,compost,2011-08-19,9.7896062899948 +inputs,farm2,inputs,2011-08-19,17.110373377168564 +compost Cambridge,farm2,compost,2011-08-19,7.333017161643671 +inputs,farm3,inputs,2011-08-19,12.703439623155436 +compost Ely,farm3,compost,2011-08-19,5.444331267066616 +inputs,farm4,inputs,2011-08-19,28.621658799287186 +compost Ely,farm4,compost,2011-08-19,12.266425199694504 +inputs,farm5,inputs,2011-08-19,5.00154653886815 +compost Newmarket,farm5,compost,2011-08-19,2.143519945229208 +inputs,farm6,inputs,2011-08-19,18.85567109637812 +compost Ely,farm6,compost,2011-08-19,8.081001898447765 +inputs,farm7,inputs,2011-08-19,25.97148364714093 +compost Ely,farm7,compost,2011-08-19,11.130635848774684 +inputs,farm8,inputs,2011-08-19,30.578057827366727 +compost Newmarket,farm8,compost,2011-08-19,13.104881926014311 +inputs,farm9,inputs,2011-08-19,21.950788517128053 +compost Newmarket,farm9,compost,2011-08-19,9.407480793054878 +inputs,farm10,inputs,2011-08-19,22.00818811590426 +compost Ely,farm10,compost,2011-08-19,9.432080621101827 +inputs,farm11,inputs,2011-08-19,12.781444332766617 +compost Cambridge,farm11,compost,2011-08-19,5.477761856899977 +inputs,farm12,inputs,2011-08-19,6.987370732884005 +compost Newmarket,farm12,compost,2011-08-19,2.9945874569502884 +inputs,farm13,inputs,2011-08-19,8.71342395625861 +compost Newmarket,farm13,compost,2011-08-19,3.734324552682261 +inputs,farm14,inputs,2011-08-19,20.847822912475944 +compost Cambridge,farm14,compost,2011-08-19,8.934781248203976 +inputs,farm15,inputs,2011-08-19,16.159345064426788 +compost Ely,farm15,compost,2011-08-19,6.9254335990400495 +composting Cambridge,compost Cambridge,compost,2011-08-19,54.89645728269373 +composting Ely,compost Ely,compost,2011-08-19,29.67182140880692 +composting Newmarket,compost Newmarket,compost,2011-08-19,17.167766241624342 +farm2,compost Cambridge,compost,2011-08-20,2.0074419433361492 +farm4,compost Ely,compost,2011-08-20,2.385503958111152 +farm8,compost Newmarket,compost,2011-08-20,3.1415725406188577 +farm10,compost Ely,compost,2011-08-20,2.5172878287832496 +farm11,compost Cambridge,compost,2011-08-20,3.5997454037893437 +farm12,compost Newmarket,compost,2011-08-20,1.5952268780554877 +farm13,compost Newmarket,compost,2011-08-20,3.2186154359988395 +farm15,compost Ely,compost,2011-08-20,2.3972147097858243 +inputs,farm1,inputs,2011-08-20,21.77535732052347 +compost Cambridge,farm1,compost,2011-08-20,9.33229599451006 +inputs,farm2,inputs,2011-08-20,15.457302963688347 +compost Cambridge,farm2,compost,2011-08-20,6.624558413009293 +inputs,farm3,inputs,2011-08-20,18.677938766071428 +compost Ely,farm3,compost,2011-08-20,8.004830899744897 +inputs,farm4,inputs,2011-08-20,18.368380477455872 +compost Ely,farm4,compost,2011-08-20,7.872163061766804 +inputs,farm5,inputs,2011-08-20,12.968841248915744 +compost Newmarket,farm5,compost,2011-08-20,5.558074820963888 +inputs,farm6,inputs,2011-08-20,21.098728538561172 +compost Ely,farm6,compost,2011-08-20,9.042312230811932 +inputs,farm7,inputs,2011-08-20,12.80213660901971 +compost Ely,farm7,compost,2011-08-20,5.486629975294162 +inputs,farm8,inputs,2011-08-20,24.190108562765204 +compost Newmarket,farm8,compost,2011-08-20,10.36718938404223 +inputs,farm9,inputs,2011-08-20,15.687491358881465 +compost Newmarket,farm9,compost,2011-08-20,6.723210582377773 +inputs,farm10,inputs,2011-08-20,19.383116281631025 +compost Ely,farm10,compost,2011-08-20,8.307049834984728 +inputs,farm11,inputs,2011-08-20,27.718039609177946 +compost Cambridge,farm11,compost,2011-08-20,11.879159832504834 +inputs,farm12,inputs,2011-08-20,12.283246961027253 +compost Newmarket,farm12,compost,2011-08-20,5.264248697583109 +inputs,farm13,inputs,2011-08-20,24.783338857191065 +compost Newmarket,farm13,compost,2011-08-20,10.62143093879617 +inputs,farm14,inputs,2011-08-20,8.839728236861799 +compost Cambridge,farm14,compost,2011-08-20,3.7884549586550564 +inputs,farm15,inputs,2011-08-20,18.458553265350847 +compost Ely,farm15,compost,2011-08-20,7.9108085422932195 +composting Cambridge,compost Cambridge,compost,2011-08-20,44.354008721024464 +composting Ely,compost Ely,compost,2011-08-20,30.44258819893159 +composting Newmarket,compost Newmarket,compost,2011-08-20,26.979503728970084 +farm1,compost Cambridge,compost,2011-08-21,1.7649010918594161 +farm4,compost Ely,compost,2011-08-21,3.366406088592888 +farm5,compost Newmarket,compost,2011-08-21,2.011044481012956 +farm8,compost Newmarket,compost,2011-08-21,2.3215879434836544 +farm11,compost Cambridge,compost,2011-08-21,3.194990486115648 +farm15,compost Ely,compost,2011-08-21,2.0398529035902846 +inputs,farm1,inputs,2011-08-21,13.589738407317505 +compost Cambridge,farm1,compost,2011-08-21,5.8241736031360745 +inputs,farm2,inputs,2011-08-21,21.93807081081459 +compost Cambridge,farm2,compost,2011-08-21,9.402030347491966 +inputs,farm3,inputs,2011-08-21,5.992357142085768 +compost Ely,farm3,compost,2011-08-21,2.568153060893901 +inputs,farm4,inputs,2011-08-21,25.921326882165232 +compost Ely,farm4,compost,2011-08-21,11.109140092356524 +inputs,farm5,inputs,2011-08-21,15.485042503799761 +compost Newmarket,farm5,compost,2011-08-21,6.636446787342755 +inputs,farm6,inputs,2011-08-21,11.794831477477805 +compost Ely,farm6,compost,2011-08-21,5.054927776061918 +inputs,farm7,inputs,2011-08-21,25.1539494024432 +compost Ely,farm7,compost,2011-08-21,10.780264029618516 +inputs,farm8,inputs,2011-08-21,17.87622716482414 +compost Newmarket,farm8,compost,2011-08-21,7.661240213496059 +inputs,farm9,inputs,2011-08-21,15.665299253387664 +compost Newmarket,farm9,compost,2011-08-21,6.713699680023285 +inputs,farm10,inputs,2011-08-21,10.857682693602976 +compost Ely,farm10,compost,2011-08-21,4.653292582972705 +inputs,farm11,inputs,2011-08-21,24.601426743090485 +compost Cambridge,farm11,compost,2011-08-21,10.543468604181637 +inputs,farm12,inputs,2011-08-21,8.781384265775213 +compost Newmarket,farm12,compost,2011-08-21,3.7634503996179487 +inputs,farm13,inputs,2011-08-21,5.773946880188675 +compost Newmarket,farm13,compost,2011-08-21,2.474548662938004 +inputs,farm14,inputs,2011-08-21,8.85591592977711 +compost Cambridge,farm14,compost,2011-08-21,3.795392541333047 +inputs,farm15,inputs,2011-08-21,15.706867357645194 +compost Ely,farm15,compost,2011-08-21,6.73151458184794 +composting Cambridge,compost Cambridge,compost,2011-08-21,37.65484075605347 +composting Ely,compost Ely,compost,2011-08-21,26.926225261865984 +composting Newmarket,compost Newmarket,compost,2011-08-21,17.550597911662575 +farm1,compost Cambridge,compost,2011-08-22,2.2011792587894035 +farm2,compost Cambridge,compost,2011-08-22,1.6357767203273907 +farm3,compost Ely,compost,2011-08-22,3.2522305814830696 +farm5,compost Newmarket,compost,2011-08-22,0.4758662618083392 +farm7,compost Ely,compost,2011-08-22,3.5206881828804315 +farm9,compost Newmarket,compost,2011-08-22,2.736874017687987 +farm10,compost Ely,compost,2011-08-22,2.24053101073514 +farm12,compost Newmarket,compost,2011-08-22,2.590609838771952 +farm13,compost Newmarket,compost,2011-08-22,0.6758691943014786 +farm15,compost Ely,compost,2011-08-22,3.22377224097392 +inputs,farm1,inputs,2011-08-22,16.949080292678403 +compost Cambridge,farm1,compost,2011-08-22,7.263891554005033 +inputs,farm2,inputs,2011-08-22,12.595480746520913 +compost Cambridge,farm2,compost,2011-08-22,5.398063177080389 +inputs,farm3,inputs,2011-08-22,25.04217547741964 +compost Ely,farm3,compost,2011-08-22,10.73236091889413 +inputs,farm4,inputs,2011-08-22,30.344990886816106 +compost Ely,farm4,compost,2011-08-22,13.004996094349758 +inputs,farm5,inputs,2011-08-22,3.6641702159242113 +compost Newmarket,farm5,compost,2011-08-22,1.570358663967519 +inputs,farm6,inputs,2011-08-22,16.970781271760238 +compost Ely,farm6,compost,2011-08-22,7.2731919736115325 +inputs,farm7,inputs,2011-08-22,27.10929900817932 +compost Ely,farm7,compost,2011-08-22,11.618271003505425 +inputs,farm8,inputs,2011-08-22,26.223323875953326 +compost Newmarket,farm8,compost,2011-08-22,11.238567375408573 +inputs,farm9,inputs,2011-08-22,21.073929936197494 +compost Newmarket,farm9,compost,2011-08-22,9.031684258370355 +inputs,farm10,inputs,2011-08-22,17.25208878266058 +compost Ely,farm10,compost,2011-08-22,7.3937523354259636 +inputs,farm11,inputs,2011-08-22,20.324637689800387 +compost Cambridge,farm11,compost,2011-08-22,8.710559009914451 +inputs,farm12,inputs,2011-08-22,19.94769575854403 +compost Newmarket,farm12,compost,2011-08-22,8.54901246794744 +inputs,farm13,inputs,2011-08-22,5.2041927961213865 +compost Newmarket,farm13,compost,2011-08-22,2.23036834119488 +inputs,farm14,inputs,2011-08-22,25.28074733336061 +compost Cambridge,farm14,compost,2011-08-22,10.834606000011695 +inputs,farm15,inputs,2011-08-22,24.823046255499182 +compost Ely,farm15,compost,2011-08-22,10.638448395213931 +composting Cambridge,compost Cambridge,compost,2011-08-22,55.60000816835927 +composting Ely,compost Ely,compost,2011-08-22,31.318834614384137 +composting Newmarket,compost Newmarket,compost,2011-08-22,19.074328196950702 +farm4,compost Ely,compost,2011-08-23,1.5131175548123916 +farm6,compost Ely,compost,2011-08-23,2.90734473065118 +farm7,compost Ely,compost,2011-08-23,1.0366527719503065 +farm8,compost Newmarket,compost,2011-08-23,2.8634540175852488 +farm9,compost Newmarket,compost,2011-08-23,1.7069912888324763 +farm10,compost Ely,compost,2011-08-23,1.0368666026030562 +farm11,compost Cambridge,compost,2011-08-23,3.9776737487509095 +farm14,compost Cambridge,compost,2011-08-23,2.7832873718690005 +farm15,compost Ely,compost,2011-08-23,2.5154484049691264 +inputs,farm1,inputs,2011-08-23,18.463300977689677 +compost Cambridge,farm1,compost,2011-08-23,7.912843276152719 +inputs,farm2,inputs,2011-08-23,16.305047208341453 +compost Cambridge,farm2,compost,2011-08-23,6.987877375003481 +inputs,farm3,inputs,2011-08-23,19.451525691658407 +compost Ely,farm3,compost,2011-08-23,8.336368153567888 +inputs,farm4,inputs,2011-08-23,11.651005172055418 +compost Ely,farm4,compost,2011-08-23,4.993287930880894 +inputs,farm5,inputs,2011-08-23,10.875363760301124 +compost Newmarket,farm5,compost,2011-08-23,4.660870182986195 +inputs,farm6,inputs,2011-08-23,22.38655442601408 +compost Ely,farm6,compost,2011-08-23,9.594237611148893 +inputs,farm7,inputs,2011-08-23,7.98222634401736 +compost Ely,farm7,compost,2011-08-23,3.4209541474360114 +inputs,farm8,inputs,2011-08-23,22.048595935406414 +compost Newmarket,farm8,compost,2011-08-23,9.449398258031321 +inputs,farm9,inputs,2011-08-23,13.14383292401007 +compost Newmarket,farm9,compost,2011-08-23,5.633071253147173 +inputs,farm10,inputs,2011-08-23,7.9838728400435315 +compost Ely,farm10,compost,2011-08-23,3.4216597885900857 +inputs,farm11,inputs,2011-08-23,30.628087865382 +compost Cambridge,farm11,compost,2011-08-23,13.126323370878 +inputs,farm12,inputs,2011-08-23,16.579887271471307 +compost Newmarket,farm12,compost,2011-08-23,7.105665973487704 +inputs,farm13,inputs,2011-08-23,15.408769522088726 +compost Newmarket,farm13,compost,2011-08-23,6.603758366609457 +inputs,farm14,inputs,2011-08-23,21.4313127633913 +compost Cambridge,farm14,compost,2011-08-23,9.1848483271677 +inputs,farm15,inputs,2011-08-23,19.36895271826227 +compost Ely,farm15,compost,2011-08-23,8.300979736398117 +composting Cambridge,compost Cambridge,compost,2011-08-23,49.9210275424938 +composting Ely,compost Ely,compost,2011-08-23,26.909343871210872 +composting Newmarket,compost Newmarket,compost,2011-08-23,18.47450567917016 +farm1,compost Cambridge,compost,2011-08-24,1.8621395883950629 +farm11,compost Cambridge,compost,2011-08-24,2.6725226173431795 +farm15,compost Ely,compost,2011-08-24,1.5222029047982533 +inputs,farm1,inputs,2011-08-24,14.338474830641985 +compost Cambridge,farm1,compost,2011-08-24,6.145060641703707 +inputs,farm2,inputs,2011-08-24,11.0095796583729 +compost Cambridge,farm2,compost,2011-08-24,4.718391282159813 +inputs,farm3,inputs,2011-08-24,27.34018793367466 +compost Ely,farm3,compost,2011-08-24,11.717223400146285 +inputs,farm4,inputs,2011-08-24,37.84396431950829 +compost Ely,farm4,compost,2011-08-24,16.21884185121784 +inputs,farm5,inputs,2011-08-24,6.63425229243482 +compost Newmarket,farm5,compost,2011-08-24,2.843250982472066 +inputs,farm6,inputs,2011-08-24,29.873666524768037 +compost Ely,farm6,compost,2011-08-24,12.802999939186304 +inputs,farm7,inputs,2011-08-24,20.906640165104196 +compost Ely,farm7,compost,2011-08-24,8.95998864218751 +inputs,farm8,inputs,2011-08-24,25.68888095023287 +compost Newmarket,farm8,compost,2011-08-24,11.009520407242661 +inputs,farm9,inputs,2011-08-24,7.5671235201666525 +compost Newmarket,farm9,compost,2011-08-24,3.2430529372142796 +inputs,farm10,inputs,2011-08-24,14.141341545216177 +compost Ely,farm10,compost,2011-08-24,6.06057494794979 +inputs,farm11,inputs,2011-08-24,20.578424153542482 +compost Cambridge,farm11,compost,2011-08-24,8.81932463723249 +inputs,farm12,inputs,2011-08-24,7.947413801861652 +compost Newmarket,farm12,compost,2011-08-24,3.4060344865121364 +inputs,farm13,inputs,2011-08-24,17.302900686215242 +compost Newmarket,farm13,compost,2011-08-24,7.41552886552082 +inputs,farm14,inputs,2011-08-24,19.948787232928073 +compost Cambridge,farm14,compost,2011-08-24,8.549480242683456 +inputs,farm15,inputs,2011-08-24,11.720962366946551 +compost Ely,farm15,compost,2011-08-24,5.023269585834236 +composting Cambridge,compost Cambridge,compost,2011-08-24,63.857081241107856 +composting Ely,compost Ely,compost,2011-08-24,23.28077737767705 +composting Newmarket,compost Newmarket,compost,2011-08-24,17.347407928033427 +farm1,compost Cambridge,compost,2011-08-25,2.1101299204034247 +farm2,compost Cambridge,compost,2011-08-25,2.0161432519913642 +farm4,compost Ely,compost,2011-08-25,3.658391138104567 +farm7,compost Ely,compost,2011-08-25,3.103133578195786 +farm8,compost Newmarket,compost,2011-08-25,2.5042948684703683 +farm9,compost Newmarket,compost,2011-08-25,1.2585656834683108 +farm15,compost Ely,compost,2011-08-25,0.9446917516168428 +inputs,farm1,inputs,2011-08-25,16.248000387106373 +compost Cambridge,farm1,compost,2011-08-25,6.963428737331302 +inputs,farm2,inputs,2011-08-25,15.524303040333505 +compost Cambridge,farm2,compost,2011-08-25,6.653272731571502 +inputs,farm3,inputs,2011-08-25,19.410401838191444 +compost Ely,farm3,compost,2011-08-25,8.318743644939191 +inputs,farm4,inputs,2011-08-25,28.169611763405165 +compost Ely,farm4,compost,2011-08-25,12.07269075574507 +inputs,farm5,inputs,2011-08-25,2.296666127699454 +compost Newmarket,farm5,compost,2011-08-25,0.9842854832997661 +inputs,farm6,inputs,2011-08-25,12.029380133029097 +compost Ely,farm6,compost,2011-08-25,5.155448628441042 +inputs,farm7,inputs,2011-08-25,23.89412855210755 +compost Ely,farm7,compost,2011-08-25,10.240340808046094 +inputs,farm8,inputs,2011-08-25,19.283070487221828 +compost Newmarket,farm8,compost,2011-08-25,8.264173065952214 +inputs,farm9,inputs,2011-08-25,9.690955762705993 +compost Newmarket,farm9,compost,2011-08-25,4.153266755445426 +inputs,farm10,inputs,2011-08-25,19.62437150398484 +compost Ely,farm10,compost,2011-08-25,8.410444930279214 +inputs,farm11,inputs,2011-08-25,33.81743952116557 +compost Cambridge,farm11,compost,2011-08-25,14.493188366213815 +inputs,farm12,inputs,2011-08-25,18.23463049211678 +compost Newmarket,farm12,compost,2011-08-25,7.814841639478619 +inputs,farm13,inputs,2011-08-25,10.036741671419472 +compost Newmarket,farm13,compost,2011-08-25,4.301460716322631 +inputs,farm14,inputs,2011-08-25,20.82830726593138 +compost Cambridge,farm14,compost,2011-08-25,8.926417399684878 +inputs,farm15,inputs,2011-08-25,7.27412648744969 +compost Ely,farm15,compost,2011-08-25,3.1174827803355813 +composting Cambridge,compost Cambridge,compost,2011-08-25,45.70708672818921 +composting Ely,compost Ely,compost,2011-08-25,25.568347578156704 +composting Newmarket,compost Newmarket,compost,2011-08-25,19.203330738949198 +farm1,compost Cambridge,compost,2011-08-26,2.666933469390941 +farm3,compost Ely,compost,2011-08-26,2.6912282902229827 +farm4,compost Ely,compost,2011-08-26,1.879746085888697 +farm6,compost Ely,compost,2011-08-26,5.524284701239552 +farm7,compost Ely,compost,2011-08-26,1.5158576705902194 +farm8,compost Newmarket,compost,2011-08-26,3.918604541065871 +farm9,compost Newmarket,compost,2011-08-26,2.89240331653048 +farm14,compost Cambridge,compost,2011-08-26,2.479785989290836 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+id,type,location,function,sector +inputs,stock,*,inputs, +farm1,process,Cambridge,small farm,farming +farm2,process,Cambridge,small farm,farming +farm3,process,Ely,small farm,farming +farm4,process,Ely,allotment,farming +farm5,process,Newmarket,allotment,farming +farm6,process,Ely,allotment,farming +farm7,process,Ely,allotment,farming +farm8,process,Newmarket,large farm,farming +farm9,process,Newmarket,large farm,farming +farm10,process,Ely,large farm,farming +farm11,process,Cambridge,allotment,farming +farm12,process,Newmarket,small farm,farming +farm13,process,Newmarket,small farm,farming +farm14,process,Cambridge,large farm,farming +farm15,process,Ely,small farm,farming +eat1,process,Cambridge,consumers,domestic +eat2,process,Ely,consumers,domestic +eat3,process,Ely,consumers,government +eat4,process,Ely,consumers,industry +eat5,process,Cambridge,consumers,domestic +eat6,process,Cambridge,consumers,industry +eat7,process,Cambridge,consumers,industry +eat8,process,Cambridge,consumers,domestic +eat9,process,London,consumers,industry +eat10,process,Newmarket,consumers,domestic +eat11,process,Newmarket,consumers,industry +landfill Cambridge,stock,Cambridge,landfill, +composting Cambridge,process,Cambridge,composting process, +compost Cambridge,stock,Cambridge,composting stock, +landfill Ely,stock,Ely,landfill, +composting Ely,process,Ely,composting process, +compost Ely,stock,Ely,composting stock, +landfill Newmarket,stock,Newmarket,landfill, +composting Newmarket,process,Newmarket,composting process, +compost Newmarket,stock,Newmarket,composting stock, +landfill London,stock,London,landfill, +composting London,process,London,composting process, +compost London,stock,London,composting stock, diff --git a/test/test_dataset.py b/test/test_dataset.py index 3732200..6422a6f 100644 --- a/test/test_dataset.py +++ b/test/test_dataset.py @@ -6,6 +6,19 @@ from floweaver.sankey_definition import ProcessGroup, Bundle, Elsewhere +def test_dataset_from_csv_simple(): + d = Dataset.from_csv('./fixtures/fruit_flows.csv') + assert set(d._table.columns) == {'source', 'target', 'material', 'time', 'value'} + + +def test_dataset_from_csv_with_process_table(): + d = Dataset.from_csv('./fixtures/fruit_flows.csv', + './fixtures/fruit_processes.csv') + assert set(d._table.columns) == {'source', 'target', 'material', 'time', 'value', + 'source.type', 'source.location', 'source.function', 'source.sector', + 'target.type', 'target.location', 'target.function', 'target.sector'} + + def _dataset(): dim_process = pd.DataFrame.from_records( [ From bbdd2c32580b13fb4a0cc42f44a1f2f88ce9fd82 Mon Sep 17 00:00:00 2001 From: "neiljp (Neil Pilgrim)" Date: Fri, 11 May 2018 09:59:37 -0700 Subject: [PATCH 2/2] Add example fruit_flow excel fixtures, tests & implementation. --- floweaver/dataset.py | 20 ++++++++++++++++++ .../fruit_flows_MSexcel2007_2013XML.xlsx | Bin 0 -> 370439 bytes test/fixtures/fruit_flows_officeopenxml.xlsx | Bin 0 -> 370380 bytes .../fruit_processes_MSExcel2007_2013XML.xlsx | Bin 0 -> 5985 bytes .../fruit_processes_OfficeOpenXML.xlsx | Bin 0 -> 5989 bytes test/test_dataset.py | 19 +++++++++++++++++ 6 files changed, 39 insertions(+) create mode 100644 test/fixtures/fruit_flows_MSexcel2007_2013XML.xlsx create mode 100644 test/fixtures/fruit_flows_officeopenxml.xlsx create mode 100644 test/fixtures/fruit_processes_MSExcel2007_2013XML.xlsx create mode 100644 test/fixtures/fruit_processes_OfficeOpenXML.xlsx diff --git a/floweaver/dataset.py b/floweaver/dataset.py index aa5a04e..25bd761 100644 --- a/floweaver/dataset.py +++ b/floweaver/dataset.py @@ -126,6 +126,26 @@ def read(filename): dim_time = read(dim_time_filename) return cls(flows, dim_process, dim_material, dim_time) + @classmethod + def from_excel(cls, + flows_filename, + dim_process_filename=None, + dim_material_filename=None, + dim_time_filename=None): + + if dim_material_filename or dim_time_filename: + print("material and time filenames are not supported at this time.") + + def read(filename): + if filename is not None: + return pd.read_excel(filename).set_index('id') + else: + return None + + flows = pd.read_excel(flows_filename) + dim_process = read(dim_process_filename) + return cls(flows, dim_process) + def find_flows(flows, source_query, diff --git a/test/fixtures/fruit_flows_MSexcel2007_2013XML.xlsx b/test/fixtures/fruit_flows_MSexcel2007_2013XML.xlsx new file mode 100644 index 0000000000000000000000000000000000000000..53ef0449c3ea108254bdc16577b57902bed113a1 GIT binary patch literal 370439 zcmaI6cU)85(gsQ=bP%Kn8j2uF2LTZw6e$)|iu4|OFCs_?y{RA|Rq2AF(t8aE(xfBO zdkGyvO@I(`cYNP-?)S&NM}JsYJG0h2^UO0dYxC?8DH#h92m~TB;wyYi^nZTQ0ROh| zvUTwm6D9mv{C@BusRUyb3jQV@=38_5zD*?}dMI5J9-P*9VI})PoWlnW3j-N{`%D@4 zAn>qXR`uiTCA;G{85(cY-MZK+53u9%ak z%MC9Xe2N#r2&#)oH8DLMys!H_=gN~t7ct*c*b|W8m`V9Uv}b0WUS&*Li_g9KD6dQi z^ICYxg|}QCNImYN>AluQufyn%;TsMRqGyjNL3ZCmYZm~wgVc`8UOU@PjT7~RKS~CQ`K7E)IWT=%?$GVNEQ`Z_uOd7P5HE-J+s06 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'source.sector', 'target.type', 'target.location', 'target.function', 'target.sector'} +def test_dataset_from_excel_simple(): + d = Dataset.from_excel('./fixtures/fruit_flows_MSexcel2007_2013XML.xlsx') + assert set(d._table.columns) == {'source', 'target', 'material', 'time', 'value'} + d2 = Dataset.from_excel('./fixtures/fruit_flows_officeopenxml.xlsx') + assert set(d2._table.columns) == {'source', 'target', 'material', 'time', 'value'} + + +def test_dataset_from_excel_with_process_table(): + d = Dataset.from_excel('./fixtures/fruit_flows_MSexcel2007_2013XML.xlsx', + './fixtures/fruit_processes_MSExcel2007_2013XML.xlsx') + assert set(d._table.columns) == {'source', 'target', 'material', 'time', 'value', + 'source.type', 'source.location', 'source.function', 'source.sector', + 'target.type', 'target.location', 'target.function', 'target.sector'} + d2 = Dataset.from_excel('./fixtures/fruit_flows_MSexcel2007_2013XML.xlsx', + './fixtures/fruit_processes_MSExcel2007_2013XML.xlsx') + assert set(d2._table.columns) == {'source', 'target', 'material', 'time', 'value', + 'source.type', 'source.location', 'source.function', 'source.sector', + 'target.type', 'target.location', 'target.function', 'target.sector'} + def _dataset(): dim_process = pd.DataFrame.from_records(