diff --git a/activitysim/abm/models/disaggregate_accessibility.py b/activitysim/abm/models/disaggregate_accessibility.py index fd79a188dc..e4d1ab9acb 100644 --- a/activitysim/abm/models/disaggregate_accessibility.py +++ b/activitysim/abm/models/disaggregate_accessibility.py @@ -435,6 +435,12 @@ def zone_sampler(self): maz_candidates = maz_candidates[ ~maz_candidates.MAZ.isin(maz_sample_idx) ] + + # Need to make sure we sample from TAZs that still exist in the maz_candidates + taz_candidates = taz_candidates[ + taz_candidates.index.isin(maz_candidates.TAZ) + ] + # Calculate the remaining samples to collect n_samples_remaining = n_samples - len(maz_sample_idx) n_samples_remaining = ( diff --git a/activitysim/examples/placeholder_sandag/test/regress/final_2_zone_proto_disaggregate_accessibility.csv b/activitysim/examples/placeholder_sandag/test/regress/final_2_zone_proto_disaggregate_accessibility.csv index c48e699606..6d95be0ce7 100644 --- a/activitysim/examples/placeholder_sandag/test/regress/final_2_zone_proto_disaggregate_accessibility.csv +++ b/activitysim/examples/placeholder_sandag/test/regress/final_2_zone_proto_disaggregate_accessibility.csv @@ -1,4801 +1,4801 @@ 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-1996,998,11.967951123632266,13.602218292446077,12.266076915587112,2,4,3,13,0,55,1,4,3,0,0,N,False,True,True,True,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,0,False,1092,3.8691011627646583,1,1,2,True,3.8691011627646583,2,2,False,False,998,1,45000,45.0,2,8.81,False,2,0,0,0,0,2,1,1,0,0,2,1,3278,1,1,1,85,202,17.8938,15.42102208,0.0,114,30,0,0,113,1,0,0,0.0,0,5,0,0.0,0.0,1,0.0,5.511956312561093,7.392506113317231,3.1576031137284652 -1997,999,11.881928322319048,13.557312446991828,12.277229720206213,1,4,3,13,0,35,2,1,1,1,35,M,False,True,True,False,True,True,False,False,False,False,False,False,False,False,False,False,False,False,False,0,True,1098,6.880096123520426,1,1,2,True,6.880096123520426,2,2,False,False,999,1,45000,45.0,2,8.81,False,2,0,0,0,0,2,1,1,0,0,2,1,3195,1,1,1,362,818,15.3018,9.5027121225,3.1675707075,14,126,0,0,9,5,0,0,0.0,0,5,0,0.0,0.0,1,0.0,28.570790791100283,1.1049477101530496,1.0638060400941596 -1998,999,11.881928322319048,13.557312446991828,12.277229720206213,2,4,3,13,0,55,1,4,3,0,0,N,False,True,True,True,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,0,False,1098,6.880096123520426,1,1,2,True,6.880096123520426,2,2,False,False,999,1,45000,45.0,2,8.81,False,2,0,0,0,0,2,1,1,0,0,2,1,3195,1,1,1,362,818,15.3018,9.5027121225,3.1675707075,14,126,0,0,9,5,0,0,0.0,0,5,0,0.0,0.0,1,0.0,28.570790791100283,1.1049477101530496,1.0638060400941596 -1999,1000,11.865590014790385,13.520857633339846,12.22455484767052,1,4,3,13,0,35,2,1,1,1,35,M,False,True,True,False,True,True,False,False,False,False,False,False,False,False,False,False,False,False,False,0,True,1099,4.111279834601342,1,1,2,True,4.111279834601342,2,2,False,False,1000,1,45000,45.0,2,8.81,False,2,0,0,0,0,2,1,1,0,0,2,1,3195,1,1,1,136,322,34.9367,27.80936417,0.0,5,56,0,3,0,2,0,0,0.0,0,5,0,0.0,0.0,1,0.0,4.890439032285146,0.17979555265754213,0.1734198238398988 -2000,1000,11.865590014790385,13.520857633339846,12.22455484767052,2,4,3,13,0,55,1,4,3,0,0,N,False,True,True,True,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,0,False,1099,4.111279834601342,1,1,2,True,4.111279834601342,2,2,False,False,1000,1,45000,45.0,2,8.81,False,2,0,0,0,0,2,1,1,0,0,2,1,3195,1,1,1,136,322,34.9367,27.80936417,0.0,5,56,0,3,0,2,0,0,0.0,0,5,0,0.0,0.0,1,0.0,4.890439032285146,0.17979555265754213,0.1734198238398988 -2001,1001,11.72244580396163,13.663041420692469,12.274384157303855,1,4,3,13,0,35,2,1,1,1,35,M,False,True,True,False,True,True,False,False,False,False,False,False,False,False,False,False,False,False,False,0,True,495,2.466974516000677,1,2,2,True,2.466974516000677,2,2,False,False,1001,1,45000,45.0,2,8.81,False,2,0,0,0,0,2,1,1,0,0,2,2,3397,1,1,1,116,380,5.3783,3.2246367375,0.4402305725,7,74,0,0,6,1,0,0,0.0,0,5,0,0.0,0.0,1,0.0,31.651896286526128,1.9100282241869215,1.8013274309405114 -2002,1001,11.72244580396163,13.663041420692469,12.274384157303855,2,4,3,13,0,55,1,4,3,0,0,N,False,True,True,True,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,0,False,495,2.466974516000677,1,2,2,True,2.466974516000677,2,2,False,False,1001,1,45000,45.0,2,8.81,False,2,0,0,0,0,2,1,1,0,0,2,2,3397,1,1,1,116,380,5.3783,3.2246367375,0.4402305725,7,74,0,0,6,1,0,0,0.0,0,5,0,0.0,0.0,1,0.0,31.651896286526128,1.9100282241869215,1.8013274309405114 -2003,1002,11.804990874723892,13.806894714296726,12.413877690022115,1,4,3,13,0,35,2,1,1,1,35,M,False,True,True,False,True,True,False,False,False,False,False,False,False,False,False,False,False,False,False,0,True,496,21.850699459043174,1,2,2,True,21.850699459043174,2,2,False,False,1002,1,45000,45.0,2,8.81,False,2,0,0,0,0,2,1,1,0,0,2,2,3397,1,1,1,75,177,4.8346,3.40995984,0.37877687,14,29,4,3,6,1,0,0,0.0,0,5,0,0.0,0.0,1,0.0,19.795516484965777,3.695163077193612,3.113901469545178 -2004,1002,11.804990874723892,13.806894714296726,12.413877690022115,2,4,3,13,0,55,1,4,3,0,0,N,False,True,True,True,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,0,False,496,21.850699459043174,1,2,2,True,21.850699459043174,2,2,False,False,1002,1,45000,45.0,2,8.81,False,2,0,0,0,0,2,1,1,0,0,2,2,3397,1,1,1,75,177,4.8346,3.40995984,0.37877687,14,29,4,3,6,1,0,0,0.0,0,5,0,0.0,0.0,1,0.0,19.795516484965777,3.695163077193612,3.113901469545178 -2005,1003,11.74087259199443,13.707825153748297,12.379780830258877,2,4,3,13,0,55,1,4,3,0,0,N,False,True,True,True,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,0,False,502,10.79108274852199,1,2,2,True,10.79108274852199,2,2,False,False,1003,1,45000,45.0,2,8.81,False,2,0,0,0,0,2,1,1,0,0,2,2,3396,1,1,1,170,441,8.7935,4.4214501325,0.6437027875,14,99,0,0,12,2,0,0,0.0,0,5,0,0.0,0.0,1,0.0,33.56265895324637,2.763983678502642,2.5536805725296152 -2006,1003,11.74087259199443,13.707825153748297,12.379780830258877,1,4,3,13,0,35,2,1,1,1,35,M,False,True,True,False,True,True,False,False,False,False,False,False,False,False,False,False,False,False,False,0,True,502,10.79108274852199,1,2,2,True,10.79108274852199,2,2,False,False,1003,1,45000,45.0,2,8.81,False,2,0,0,0,0,2,1,1,0,0,2,2,3396,1,1,1,170,441,8.7935,4.4214501325,0.6437027875,14,99,0,0,12,2,0,0,0.0,0,5,0,0.0,0.0,1,0.0,33.56265895324637,2.763983678502642,2.5536805725296152 -2007,1004,11.638034550920793,13.647396618846027,12.27953549830683,1,4,3,13,0,35,2,1,1,1,35,M,False,True,True,False,True,True,False,False,False,False,False,False,False,False,False,False,False,False,False,0,True,504,3.9583601390202388,1,2,2,True,3.9583601390202388,2,2,False,False,1004,1,45000,45.0,2,8.81,False,2,0,0,0,0,2,1,1,0,0,2,2,3396,1,1,1,194,512,10.7013,6.3158268225,0.9096305775,17,105,0,0,15,2,0,0,0.0,0,5,0,0.0,0.0,1,0.0,26.849511284918794,2.3527922259980385,2.163230767031372 -2008,1004,11.638034550920793,13.647396618846027,12.27953549830683,2,4,3,13,0,55,1,4,3,0,0,N,False,True,True,True,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,0,False,504,3.9583601390202388,1,2,2,True,3.9583601390202388,2,2,False,False,1004,1,45000,45.0,2,8.81,False,2,0,0,0,0,2,1,1,0,0,2,2,3396,1,1,1,194,512,10.7013,6.3158268225,0.9096305775,17,105,0,0,15,2,0,0,0.0,0,5,0,0.0,0.0,1,0.0,26.849511284918794,2.3527922259980385,2.163230767031372 -2009,1005,11.517082985309068,13.383636253579226,12.023742696404943,1,4,3,13,0,35,2,1,1,1,35,M,False,True,True,False,True,True,False,False,False,False,False,False,False,False,False,False,False,False,False,0,True,514,1.9607613737119618,1,2,2,True,1.9607613737119618,2,2,False,False,1005,1,45000,45.0,2,8.81,False,2,0,0,0,0,2,1,1,0,0,2,2,3395,1,1,1,176,448,6.232,3.644159895,0.724673405,11,82,0,0,9,2,0,0,0.0,0,5,0,0.0,0.0,1,0.0,40.28535490241754,2.517834681401096,2.3697267589657374 -2010,1005,11.517082985309068,13.383636253579226,12.023742696404943,2,4,3,13,0,55,1,4,3,0,0,N,False,True,True,True,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,0,False,514,1.9607613737119618,1,2,2,True,1.9607613737119618,2,2,False,False,1005,1,45000,45.0,2,8.81,False,2,0,0,0,0,2,1,1,0,0,2,2,3395,1,1,1,176,448,6.232,3.644159895,0.724673405,11,82,0,0,9,2,0,0,0.0,0,5,0,0.0,0.0,1,0.0,40.28535490241754,2.517834681401096,2.3697267589657374 -2011,1006,11.606128374747502,13.568901281302052,12.247639995900256,1,4,3,13,0,35,2,1,1,1,35,M,False,True,True,False,True,True,False,False,False,False,False,False,False,False,False,False,False,False,False,0,True,515,9.593546477581443,1,2,2,True,9.593546477581443,2,2,False,False,1006,1,45000,45.0,2,8.81,False,2,0,0,0,0,2,1,1,0,0,2,2,3395,1,1,1,161,374,5.9379,3.273608405,0.582348215,13,70,0,0,11,2,0,0,0.0,0,5,0,0.0,0.0,1,0.0,41.75358176098983,3.371407222937067,3.119520476395792 -2012,1006,11.606128374747502,13.568901281302052,12.247639995900256,2,4,3,13,0,55,1,4,3,0,0,N,False,True,True,True,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,0,False,515,9.593546477581443,1,2,2,True,9.593546477581443,2,2,False,False,1006,1,45000,45.0,2,8.81,False,2,0,0,0,0,2,1,1,0,0,2,2,3395,1,1,1,161,374,5.9379,3.273608405,0.582348215,13,70,0,0,11,2,0,0,0.0,0,5,0,0.0,0.0,1,0.0,41.75358176098983,3.371407222937067,3.119520476395792 -2013,1007,11.688189878240316,13.74612668150422,12.335227277883732,2,4,3,13,0,55,1,4,3,0,0,N,False,True,True,True,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,0,False,521,8.674653102355933,1,2,2,True,8.674653102355933,2,2,False,False,1007,1,45000,45.0,2,8.81,False,2,0,0,0,0,2,1,1,0,0,2,2,3315,1,1,1,224,510,10.2258,5.900673084999998,1.038710375,16,85,0,2,9,5,0,0,0.0,0,5,0,0.0,0.0,1,0.0,32.27952472884386,2.3056803377745614,2.1519683152562576 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-4030,2015,11.85751973778775,13.716990193037223,12.282272755817912,2,4,3,13,0,55,1,4,3,0,0,N,False,True,True,True,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,0,False,553,6.938178400494644,1,1,2,True,6.938178400494644,2,4,False,False,2015,1,150000,150.0,4,12.86,False,2,0,0,0,0,2,1,1,0,0,2,1,3290,1,1,1,170,392,8.0828,4.718159267500001,0.8191837925000001,51,67,17,17,15,2,0,0,0.0,0,5,0,0.0,0.0,1,0.0,30.700644362821897,9.21019330884657,7.084764083728131 -4031,2016,11.89955935724389,13.661682537736745,12.32012535883946,1,4,3,13,0,35,2,1,1,1,35,M,False,True,True,False,True,True,False,False,False,False,False,False,False,False,False,False,False,False,False,0,True,554,4.991096646923426,1,1,2,True,4.991096646923426,2,4,False,False,2016,1,150000,150.0,4,12.86,False,2,0,0,0,0,2,1,1,0,0,2,1,3290,1,1,1,222,508,11.32,7.99078757,0.93826298,29,86,8,9,9,3,0,0,0.0,0,5,0,0.0,0.0,1,0.0,24.86266582957132,3.247825716475533,2.872578920548081 -4032,2016,11.89955935724389,13.661682537736745,12.32012535883946,2,4,3,13,0,55,1,4,3,0,0,N,False,True,True,True,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,0,False,554,4.991096646923426,1,1,2,True,4.991096646923426,2,4,False,False,2016,1,150000,150.0,4,12.86,False,2,0,0,0,0,2,1,1,0,0,2,1,3290,1,1,1,222,508,11.32,7.99078757,0.93826298,29,86,8,9,9,3,0,0,0.0,0,5,0,0.0,0.0,1,0.0,24.86266582957132,3.247825716475533,2.872578920548081 -4033,2017,11.948723730580536,13.629512927612145,12.303267138103447,1,4,3,13,0,35,2,1,1,1,35,M,False,True,True,False,True,True,False,False,False,False,False,False,False,False,False,False,False,False,False,0,True,556,16.654036671725322,1,1,2,True,16.654036671725322,2,4,False,False,2017,1,150000,150.0,4,12.86,False,2,0,0,0,0,2,1,1,0,0,2,1,3289,1,1,1,216,472,14.2431,6.7280958075,2.7205776025,102,80,9,13,52,28,0,0,0.0,0,5,0,0.0,0.0,1,0.0,22.860351990936262,10.795166217942123,7.33256573294182 -4034,2017,11.948723730580536,13.629512927612145,12.303267138103447,2,4,3,13,0,55,1,4,3,0,0,N,False,True,True,True,False,False,False,False,False,False,True,False,False,False,False,False,False,False,False,0,False,556,16.654036671725322,1,1,2,True,16.654036671725322,2,4,False,False,2017,1,150000,150.0,4,12.86,False,2,0,0,0,0,2,1,1,0,0,2,1,3289,1,1,1,216,472,14.2431,6.7280958075,2.7205776025,102,80,9,13,52,28,0,0,0.0,0,5,0,0.0,0.0,1,0.0,22.860351990936262,10.795166217942123,7.33256573294182 -4035,2018,11.946202518697454,13.708487510845176,12.286394525145479,1,4,3,13,0,35,2,1,1,1,35,M,False,True,True,False,True,True,False,False,False,False,False,False,False,False,False,False,False,False,False,0,True,557,17.905720372114114,1,1,2,True,17.905720372114114,2,4,False,False,2018,1,150000,150.0,4,12.86,False,2,0,0,0,0,2,1,1,0,0,2,1,3289,1,1,1,20,51,3.4403,0.6401741775,1.0669352325,118,14,20,11,87,0,0,0,0.0,0,5,0,0.0,0.0,1,0.0,11.71571071124258,69.12269319633121,10.017781622656699 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