diff --git a/src/py/crankshaft/test/fixtures/getis.json b/src/py/crankshaft/test/fixtures/getis.json
index ae67a3c..02566fc 100644
--- a/src/py/crankshaft/test/fixtures/getis.json
+++ b/src/py/crankshaft/test/fixtures/getis.json
@@ -1 +1 @@
-[(0.004793783909323601, 0.17999999999999999, 0.49808756424021061), (-1.0701189472090842, 0.079000000000000001, 0.14228288580832316), (-0.67867750971877305, 0.42099999999999999, 0.24867110969448558), (-0.67407386707620487, 0.246, 0.25013217644612995), (-0.79495689068870035, 0.33200000000000002, 0.21331928959090596), (-0.49279481022182703, 0.058999999999999997, 0.31107878905057329), (-0.38075627530057132, 0.28399999999999997, 0.35169205342069643), (-0.86710921611314895, 0.23699999999999999, 0.19294108571294855), (-0.78618647240956485, 0.050000000000000003, 0.2158791250244505), (-0.76108527223116984, 0.064000000000000001, 0.22330306830813684), (-0.13340753531942209, 0.247, 0.44693554317763651), (-0.57584545722033043, 0.48999999999999999, 0.28235982246156488), (-0.78882694661192831, 0.433, 0.2151065788731219), (-0.38769767950046219, 0.375, 0.34911988661484239), (-0.56057819488052207, 0.41399999999999998, 0.28754255985169652), (-0.41354017495644935, 0.45500000000000002, 0.339605447117173), (-0.23993577722243081, 0.49099999999999999, 0.40519002230969337), (-0.1389080156677496, 0.40400000000000003, 0.44476141839645233), (-0.25485737510500855, 0.376, 0.39941662953554224), (-0.71218610582902353, 0.17399999999999999, 0.23817476979886087), (-0.54533105995872144, 0.13700000000000001, 0.2927629228714812), (-0.39547917847510977, 0.033000000000000002, 0.34624464252424236), (-0.43052658996257548, 0.35399999999999998, 0.33340631435564982), (-0.37296719193774736, 0.40300000000000002, 0.35458643102865428), (-0.66482612169465694, 0.31900000000000001, 0.25308085650392698), (-0.13772133540823422, 0.34699999999999998, 0.44523032843016275), (-0.6765304487868502, 0.20999999999999999, 0.24935196033890672), (-0.64518763494323472, 0.32200000000000001, 0.25940279912025543), (-0.5078622084312413, 0.41099999999999998, 0.30577498972600159), (-0.12652006733772059, 0.42899999999999999, 0.44966013262301163), (-0.32691133022814595, 0.498, 0.37186747562269029), (0.25533848511500978, 0.42399999999999999, 0.39923083899077472), (2.7045138116476508, 0.0050000000000000001, 0.0034202212972238577), (-0.1551614486076057, 0.44400000000000001, 0.43834701985429037), (1.9524487722567723, 0.012999999999999999, 0.025442473674991528), (-1.2055816465306763, 0.017000000000000001, 0.11398941970467646), (3.478472976017831, 0.002, 0.00025213964072468009), (-1.4621715757903719, 0.002, 0.071847099325659136), (-0.84010307600180256, 0.085000000000000006, 0.20042529779230778), (5.7097646237318243, 0.0030000000000000001, 5.6566262784940591e-09), (1.5082367956567375, 0.065000000000000002, 0.065746966514827365), (-0.58337270103430816, 0.44, 0.27982121546450034), (-0.083271860457022437, 0.45100000000000001, 0.46681768733385554), (-0.46872337815000953, 0.34599999999999997, 0.31963368715684204), (0.18490279849545319, 0.23799999999999999, 0.42665263797981101), (3.470424529947997, 0.012, 0.00025981817437825683), (-0.99942612137154796, 0.032000000000000001, 0.15879415560388499), (-1.3650387953594485, 0.034000000000000002, 0.08612042845912049), (1.8617160516432014, 0.081000000000000003, 0.03132156240215267), (1.1321188945775384, 0.11600000000000001, 0.12879222611766061), (0.064116686050580601, 0.27300000000000002, 0.4744386578180424), (-0.42032194540259099, 0.29999999999999999, 0.33712514016213468), (-0.79581215423980922, 0.123, 0.21307061309098785), (-0.42792753720906046, 0.45600000000000002, 0.33435193892883741), (-1.0629378527428395, 0.051999999999999998, 0.14390506780140866), (-0.54164761752225477, 0.33700000000000002, 0.29403064095211839), (1.0934778886820793, 0.13700000000000001, 0.13709201601893539), (-0.094068785378413719, 0.38200000000000001, 0.46252725802998929), (0.13482026574801856, 0.36799999999999999, 0.44637699118865737), (-0.13976995315653129, 0.34699999999999998, 0.44442087706276601), (-0.051047663924746682, 0.32000000000000001, 0.47964376985626245), (-0.21468297736730158, 0.41699999999999998, 0.41500724761906527), (-0.20873154637330626, 0.38800000000000001, 0.41732890604390893), (-0.32427876152583485, 0.49199999999999999, 0.37286349875557478), (-0.65254842943280977, 0.374, 0.25702372075306734), (-0.48611858196118796, 0.23300000000000001, 0.31344154643990074), (-0.14482354344529477, 0.32600000000000001, 0.44242509660469886), (-0.51052030974200002, 0.439, 0.30484349480873729), (0.56814382285283538, 0.14999999999999999, 0.28496865660103166), (0.58680919931668207, 0.161, 0.27866592887231878), (0.013390357044409013, 0.25800000000000001, 0.49465818005865647), (-0.19050728887961568, 0.41399999999999998, 0.4244558160399462), (-0.60531777422216049, 0.35199999999999998, 0.2724839368239631), (1.0899331115425805, 0.127, 0.13787130480311838), (0.17015055382651084, 0.36899999999999999, 0.43244586845546418), (-0.21738337124409801, 0.40600000000000003, 0.41395479459421991), (1.0329303331079593, 0.079000000000000001, 0.15081825117169467), (1.0218317101096221, 0.104, 0.15343027913308094)]
\ No newline at end of file
+[[0.004793783909323601, 0.17999999999999999, 0.49808756424021061], [-1.0701189472090842, 0.079000000000000001, 0.14228288580832316], [-0.67867750971877305, 0.42099999999999999, 0.24867110969448558], [-0.67407386707620487, 0.246, 0.25013217644612995], [-0.79495689068870035, 0.33200000000000002, 0.21331928959090596], [-0.49279481022182703, 0.058999999999999997, 0.31107878905057329], [-0.38075627530057132, 0.28399999999999997, 0.35169205342069643], [-0.86710921611314895, 0.23699999999999999, 0.19294108571294855], [-0.78618647240956485, 0.050000000000000003, 0.2158791250244505], [-0.76108527223116984, 0.064000000000000001, 0.22330306830813684], [-0.13340753531942209, 0.247, 0.44693554317763651], [-0.57584545722033043, 0.48999999999999999, 0.28235982246156488], [-0.78882694661192831, 0.433, 0.2151065788731219], [-0.38769767950046219, 0.375, 0.34911988661484239], [-0.56057819488052207, 0.41399999999999998, 0.28754255985169652], [-0.41354017495644935, 0.45500000000000002, 0.339605447117173], [-0.23993577722243081, 0.49099999999999999, 0.40519002230969337], [-0.1389080156677496, 0.40400000000000003, 0.44476141839645233], [-0.25485737510500855, 0.376, 0.39941662953554224], [-0.71218610582902353, 0.17399999999999999, 0.23817476979886087], [-0.54533105995872144, 0.13700000000000001, 0.2927629228714812], [-0.39547917847510977, 0.033000000000000002, 0.34624464252424236], [-0.43052658996257548, 0.35399999999999998, 0.33340631435564982], [-0.37296719193774736, 0.40300000000000002, 0.35458643102865428], [-0.66482612169465694, 0.31900000000000001, 0.25308085650392698], [-0.13772133540823422, 0.34699999999999998, 0.44523032843016275], [-0.6765304487868502, 0.20999999999999999, 0.24935196033890672], [-0.64518763494323472, 0.32200000000000001, 0.25940279912025543], [-0.5078622084312413, 0.41099999999999998, 0.30577498972600159], [-0.12652006733772059, 0.42899999999999999, 0.44966013262301163], [-0.32691133022814595, 0.498, 0.37186747562269029], [0.25533848511500978, 0.42399999999999999, 0.39923083899077472], [2.7045138116476508, 0.0050000000000000001, 0.0034202212972238577], [-0.1551614486076057, 0.44400000000000001, 0.43834701985429037], [1.9524487722567723, 0.012999999999999999, 0.025442473674991528], [-1.2055816465306763, 0.017000000000000001, 0.11398941970467646], [3.478472976017831, 0.002, 0.00025213964072468009], [-1.4621715757903719, 0.002, 0.071847099325659136], [-0.84010307600180256, 0.085000000000000006, 0.20042529779230778], [5.7097646237318243, 0.0030000000000000001, 5.6566262784940591e-09], [1.5082367956567375, 0.065000000000000002, 0.065746966514827365], [-0.58337270103430816, 0.44, 0.27982121546450034], [-0.083271860457022437, 0.45100000000000001, 0.46681768733385554], [-0.46872337815000953, 0.34599999999999997, 0.31963368715684204], [0.18490279849545319, 0.23799999999999999, 0.42665263797981101], [3.470424529947997, 0.012, 0.00025981817437825683], [-0.99942612137154796, 0.032000000000000001, 0.15879415560388499], [-1.3650387953594485, 0.034000000000000002, 0.08612042845912049], [1.8617160516432014, 0.081000000000000003, 0.03132156240215267], [1.1321188945775384, 0.11600000000000001, 0.12879222611766061], [0.064116686050580601, 0.27300000000000002, 0.4744386578180424], [-0.42032194540259099, 0.29999999999999999, 0.33712514016213468], [-0.79581215423980922, 0.123, 0.21307061309098785], [-0.42792753720906046, 0.45600000000000002, 0.33435193892883741], [-1.0629378527428395, 0.051999999999999998, 0.14390506780140866], [-0.54164761752225477, 0.33700000000000002, 0.29403064095211839], [1.0934778886820793, 0.13700000000000001, 0.13709201601893539], [-0.094068785378413719, 0.38200000000000001, 0.46252725802998929], [0.13482026574801856, 0.36799999999999999, 0.44637699118865737], [-0.13976995315653129, 0.34699999999999998, 0.44442087706276601], [-0.051047663924746682, 0.32000000000000001, 0.47964376985626245], [-0.21468297736730158, 0.41699999999999998, 0.41500724761906527], [-0.20873154637330626, 0.38800000000000001, 0.41732890604390893], [-0.32427876152583485, 0.49199999999999999, 0.37286349875557478], [-0.65254842943280977, 0.374, 0.25702372075306734], [-0.48611858196118796, 0.23300000000000001, 0.31344154643990074], [-0.14482354344529477, 0.32600000000000001, 0.44242509660469886], [-0.51052030974200002, 0.439, 0.30484349480873729], [0.56814382285283538, 0.14999999999999999, 0.28496865660103166], [0.58680919931668207, 0.161, 0.27866592887231878], [0.013390357044409013, 0.25800000000000001, 0.49465818005865647], [-0.19050728887961568, 0.41399999999999998, 0.4244558160399462], [-0.60531777422216049, 0.35199999999999998, 0.2724839368239631], [1.0899331115425805, 0.127, 0.13787130480311838], [0.17015055382651084, 0.36899999999999999, 0.43244586845546418], [-0.21738337124409801, 0.40600000000000003, 0.41395479459421991], [1.0329303331079593, 0.079000000000000001, 0.15081825117169467], [1.0218317101096221, 0.104, 0.15343027913308094]]
diff --git a/src/py/crankshaft/test/fixtures/neighbors_getis.json b/src/py/crankshaft/test/fixtures/neighbors_getis.json
index 5c162d7..be367ff 100644
--- a/src/py/crankshaft/test/fixtures/neighbors_getis.json
+++ b/src/py/crankshaft/test/fixtures/neighbors_getis.json
@@ -1 +1 @@
-[{'neighbors': [3, 6, 7], 'id': 1, 'value': 1.624458}, {'neighbors': [10, 5, 8], 'id': 2, 'value': 2.2554919999999998}, {'neighbors': [1, 4, 7], 'id': 3, 'value': 1.4678899999999999}, {'neighbors': [9, 3, 5, 7], 'id': 4, 'value': 2.4842559999999998}, {'neighbors': [9, 2, 4, 10], 'id': 5, 'value': 0.0}, {'neighbors': [1, 11, 12, 7, 16], 'id': 6, 'value': 9.0486730000000009}, {'neighbors': [1, 3, 4, 6, 9, 11, 18, 19], 'id': 7, 'value': 6.0294889999999999}, {'neighbors': [2, 15, 10], 'id': 8, 'value': 1.8003849999999999}, {'neighbors': [4, 5, 7, 10, 13, 19, 20], 'id': 9, 'value': 4.581251}, {'neighbors': [2, 5, 8, 9, 13, 15, 17, 20, 21], 'id': 10, 'value': 3.7906070000000001}, {'neighbors': [18, 6, 7, 16], 'id': 11, 'value': 1.4474359999999999}, {'neighbors': [16, 6, 14], 'id': 12, 'value': 1.1919660000000001}, {'neighbors': [9, 10, 20], 'id': 13, 'value': 0.0}, {'neighbors': [12, 22, 16], 'id': 14, 'value': 1.608017}, {'neighbors': [17, 10, 23, 8], 'id': 15, 'value': 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\ No newline at end of file
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