From 0021961f8526f6f5b844e245738475b03a8cb3f5 Mon Sep 17 00:00:00 2001 From: Sijia Wang Date: Sun, 17 Mar 2024 16:09:56 -0400 Subject: [PATCH 01/16] auto drop vars in choosers table --- activitysim/core/interaction_simulate.py | 42 ++++++++++++++++++++++++ activitysim/core/simulate.py | 23 +++++++++++++ 2 files changed, 65 insertions(+) diff --git a/activitysim/core/interaction_simulate.py b/activitysim/core/interaction_simulate.py index 30ec2f3f9..09ef0e137 100644 --- a/activitysim/core/interaction_simulate.py +++ b/activitysim/core/interaction_simulate.py @@ -91,6 +91,48 @@ def eval_interaction_utilities( logger.info(f"{trace_label} sharrow_enabled is {sharrow_enabled}") + # keep only variables needed for spec + import re + + # define a regular expression to find variables in spec + pattern = r'[a-zA-Z_][a-zA-Z0-9_]*' + + unique_variables_in_spec = set(spec.reset_index()["Expression"].apply(lambda x: re.findall(pattern, x)).sum()) + + # when sharrow mode, need to keep skim variables in the chooser table + if sharrow_enabled: + unique_variables_in_spec.add(locals_d.get("orig_col_name", None)) + unique_variables_in_spec.add(locals_d.get("dest_col_name", None)) + if locals_d.get("timeframe") == "trip": + orig_col_name = locals_d.get("ORIGIN", None) + dest_col_name = locals_d.get("DESTINATION", None) + stop_col_name = None + parking_col_name = None + primary_origin_col_name = None + if orig_col_name is None and "od_skims" in locals_d: + orig_col_name = locals_d["od_skims"].orig_key + if dest_col_name is None and "od_skims" in locals_d: + dest_col_name = locals_d["od_skims"].dest_key + if stop_col_name is None and "dp_skims" in locals_d: + stop_col_name = locals_d["dp_skims"].dest_key + if primary_origin_col_name is None and "dnt_skims" in locals_d: + primary_origin_col_name = locals_d["dnt_skims"].dest_key + unique_variables_in_spec.add(orig_col_name) + unique_variables_in_spec.add(dest_col_name) + unique_variables_in_spec.add(parking_col_name) + unique_variables_in_spec.add(primary_origin_col_name) + unique_variables_in_spec.add(stop_col_name) + unique_variables_in_spec.add("trip_period") + unique_variables_in_spec.add("purpose_index_num") + # stop_col_name + # parking_col_name + # primary_origin_col_name + # out_period + # out_period_code + + # keep only variables needed for spec + df = df[[c for c in df.columns if c in unique_variables_in_spec]] + trace_eval_results = None with chunk.chunk_log(state, trace_label) as chunk_sizer: diff --git a/activitysim/core/simulate.py b/activitysim/core/simulate.py index 133a8b1dc..a9aa11233 100644 --- a/activitysim/core/simulate.py +++ b/activitysim/core/simulate.py @@ -1513,6 +1513,29 @@ def _simple_simulate( if skims is not None: set_skim_wrapper_targets(choosers, skims) + + # keep only variables needed for spec + import re + + # define a regular expression to find variables in spec + pattern = r'[a-zA-Z_][a-zA-Z0-9_]*' + + unique_variables_in_spec = set(spec.reset_index()["Expression"].apply(lambda x: re.findall(pattern, x)).sum()) + + sharrow_enabled = state.settings.sharrow + + # when sharrow mode, need to keep skim variables in the chooser table + if sharrow_enabled: + unique_variables_in_spec.add(locals_d.get("orig_col_name", None)) + unique_variables_in_spec.add(locals_d.get("dest_col_name", None)) + unique_variables_in_spec.add(locals_d.get("out_time_col_name", None)) + unique_variables_in_spec.add(locals_d.get("in_time_col_name", None)) + unique_variables_in_spec.add("out_period") + unique_variables_in_spec.add("in_period") + unique_variables_in_spec.add("trip_period") + + # keep only variables needed for spec + choosers = choosers[[c for c in choosers.columns if c in unique_variables_in_spec]] if nest_spec is None: choices = eval_mnl( From 7488de76a62d3f8aef28792b9a1032748adf53d5 Mon Sep 17 00:00:00 2001 From: Sijia Wang Date: Sun, 17 Mar 2024 16:11:09 -0400 Subject: [PATCH 02/16] formatting --- activitysim/core/interaction_simulate.py | 6 ++++-- activitysim/core/simulate.py | 8 +++++--- 2 files changed, 9 insertions(+), 5 deletions(-) diff --git a/activitysim/core/interaction_simulate.py b/activitysim/core/interaction_simulate.py index 09ef0e137..749dfbf21 100644 --- a/activitysim/core/interaction_simulate.py +++ b/activitysim/core/interaction_simulate.py @@ -95,9 +95,11 @@ def eval_interaction_utilities( import re # define a regular expression to find variables in spec - pattern = r'[a-zA-Z_][a-zA-Z0-9_]*' + pattern = r"[a-zA-Z_][a-zA-Z0-9_]*" - unique_variables_in_spec = set(spec.reset_index()["Expression"].apply(lambda x: re.findall(pattern, x)).sum()) + unique_variables_in_spec = set( + spec.reset_index()["Expression"].apply(lambda x: re.findall(pattern, x)).sum() + ) # when sharrow mode, need to keep skim variables in the chooser table if sharrow_enabled: diff --git a/activitysim/core/simulate.py b/activitysim/core/simulate.py index a9aa11233..9b81bf366 100644 --- a/activitysim/core/simulate.py +++ b/activitysim/core/simulate.py @@ -1513,14 +1513,16 @@ def _simple_simulate( if skims is not None: set_skim_wrapper_targets(choosers, skims) - + # keep only variables needed for spec import re # define a regular expression to find variables in spec - pattern = r'[a-zA-Z_][a-zA-Z0-9_]*' + pattern = r"[a-zA-Z_][a-zA-Z0-9_]*" - unique_variables_in_spec = set(spec.reset_index()["Expression"].apply(lambda x: re.findall(pattern, x)).sum()) + unique_variables_in_spec = set( + spec.reset_index()["Expression"].apply(lambda x: re.findall(pattern, x)).sum() + ) sharrow_enabled = state.settings.sharrow From fb4cadca57c506b9021472a579c0ab0c486b39d2 Mon Sep 17 00:00:00 2001 From: Sijia Wang Date: Mon, 18 Mar 2024 11:35:25 -0400 Subject: [PATCH 03/16] vars hardcoded in the custom chooser functions --- activitysim/core/simulate.py | 6 + .../test/output_10/data_dict.csv | 213 +++++ .../test/output_10/data_dict.txt | 260 +++++ ...final_proto_disaggregate_accessibility.csv | 901 ++++++++++++++++++ .../test/output_10/final_trips.csv | 546 +++++++++++ .../test/output_10/final_vehicles.csv | 41 + .../test/output_10/skim_usage.txt | 157 +++ .../inbound/num_1/failed_choosers-1a64b6.csv | 7 + .../inbound/num_2/failed_choosers-1a64b6.csv | 7 + .../inbound/num_3/failed_choosers-1a64b6.csv | 5 + .../outbound/num_3/failed_choosers-1a64b6.csv | 3 + .../outbound/num_4/failed_choosers-1a64b6.csv | 4 + .../outbound/num_5/failed_choosers-1a64b6.csv | 4 + .../test/output_10/trips_am.omx | Bin 0 -> 82516 bytes .../test/output_10/trips_ea.omx | Bin 0 -> 82083 bytes .../test/output_10/trips_ev.omx | Bin 0 -> 82423 bytes .../test/output_10/trips_md.omx | Bin 0 -> 82543 bytes .../test/output_10/trips_pm.omx | Bin 0 -> 82601 bytes 18 files changed, 2154 insertions(+) create mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/data_dict.csv create mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/data_dict.txt create mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/final_proto_disaggregate_accessibility.csv create mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/final_trips.csv create mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/final_vehicles.csv create mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/skim_usage.txt create mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_1/failed_choosers-1a64b6.csv create mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_2/failed_choosers-1a64b6.csv create mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_3/failed_choosers-1a64b6.csv create mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_3/failed_choosers-1a64b6.csv create mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_4/failed_choosers-1a64b6.csv create mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_5/failed_choosers-1a64b6.csv create mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trips_am.omx create mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trips_ea.omx create mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trips_ev.omx create mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trips_md.omx create mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trips_pm.omx diff --git a/activitysim/core/simulate.py b/activitysim/core/simulate.py index 9b81bf366..1afeccd3c 100644 --- a/activitysim/core/simulate.py +++ b/activitysim/core/simulate.py @@ -1536,6 +1536,12 @@ def _simple_simulate( unique_variables_in_spec.add("in_period") unique_variables_in_spec.add("trip_period") + if custom_chooser: + import inspect + + custom_chooser_lines = inspect.getsource(custom_chooser) + unique_variables_in_spec.update(re.findall(pattern, custom_chooser_lines)) + # keep only variables needed for spec choosers = choosers[[c for c in choosers.columns if c in unique_variables_in_spec]] diff --git a/activitysim/examples/prototype_mtc_extended/test/output_10/data_dict.csv b/activitysim/examples/prototype_mtc_extended/test/output_10/data_dict.csv new file mode 100644 index 000000000..968c7e2f4 --- /dev/null +++ b/activitysim/examples/prototype_mtc_extended/test/output_10/data_dict.csv @@ -0,0 +1,213 @@ +table_name,column_name,dtype,checkpoint +land_use,zone_id,int64,input_checker +land_use,DISTRICT,int64,input_checker +land_use,SD,int64,input_checker +land_use,county_id,int64,input_checker +land_use,TOTHH,int64,input_checker +land_use,TOTPOP,int64,input_checker +land_use,TOTACRE,float64,input_checker +land_use,RESACRE,float64,input_checker +land_use,CIACRE,float64,input_checker +land_use,TOTEMP,int64,input_checker +land_use,AGE0519,int64,input_checker +land_use,RETEMPN,int64,input_checker +land_use,FPSEMPN,int64,input_checker +land_use,HEREMPN,int64,input_checker +land_use,OTHEMPN,int64,input_checker +land_use,AGREMPN,int64,input_checker +land_use,MWTEMPN,int64,input_checker +land_use,PRKCST,float64,input_checker +land_use,OPRKCST,float64,input_checker +land_use,area_type,int64,input_checker +land_use,HSENROLL,float64,input_checker +land_use,COLLFTE,float64,input_checker +land_use,COLLPTE,float64,input_checker +land_use,TOPOLOGY,int64,input_checker +land_use,TERMINAL,float64,input_checker +land_use,_original_zone_id,int64,input_checker +land_use,household_density,float64,initialize_proto_population +land_use,employment_density,float64,initialize_proto_population +land_use,density_index,float64,initialize_proto_population +land_use,is_cbd,bool,initialize_proto_population +land_use,TOTENR_univ,float64,initialize_proto_population +land_use,ext_work_share,float64,initialize_proto_population +land_use,RETEMPN_scaled,float64,initialize_proto_population +land_use,FPSEMPN_scaled,float64,initialize_proto_population +land_use,HEREMPN_scaled,float64,initialize_proto_population +land_use,OTHEMPN_scaled,float64,initialize_proto_population +land_use,AGREMPN_scaled,float64,initialize_proto_population +land_use,MWTEMPN_scaled,float64,initialize_proto_population +land_use,TOTEMP_scaled,float64,initialize_proto_population +accessibility,zone_id,int64,initialize_proto_population +accessibility,auPkRetail,float64,compute_accessibility +accessibility,auPkTotal,float64,compute_accessibility +accessibility,auOpRetail,float64,compute_accessibility +accessibility,auOpTotal,float64,compute_accessibility +accessibility,trPkRetail,float64,compute_accessibility +accessibility,trPkTotal,float64,compute_accessibility +accessibility,trOpRetail,float64,compute_accessibility +accessibility,trOpTotal,float64,compute_accessibility +accessibility,nmRetail,float64,compute_accessibility +accessibility,nmTotal,float64,compute_accessibility +households,household_id,int64,initialize_households +households,home_zone_id,int64,initialize_households +households,income,int64,initialize_households +households,hhsize,int64,initialize_households +households,HHT,int64,initialize_households +households,auto_ownership,int32,initialize_households +households,num_workers,int64,initialize_households +households,sample_rate,float64,initialize_households +households,income_in_thousands,float64,initialize_households +households,income_segment,int32,initialize_households +households,median_value_of_time,float64,initialize_households +households,hh_value_of_time,float64,initialize_households +households,num_non_workers,int64,initialize_households +households,num_drivers,int8,initialize_households +households,num_adults,int8,initialize_households +households,num_children,int8,initialize_households +households,num_young_children,int8,initialize_households +households,num_children_5_to_15,int8,initialize_households +households,num_children_16_to_17,int8,initialize_households +households,num_college_age,int8,initialize_households +households,num_young_adults,int8,initialize_households +households,non_family,bool,initialize_households +households,family,bool,initialize_households +households,home_is_urban,bool,initialize_households +households,home_is_rural,bool,initialize_households +households,hh_work_auto_savings_ratio,float32,workplace_location +households,num_under16_not_at_school,int8,cdap_simulate +households,num_travel_active,int8,cdap_simulate +households,num_travel_active_adults,int8,cdap_simulate +households,num_travel_active_preschoolers,int8,cdap_simulate +households,num_travel_active_children,int8,cdap_simulate +households,num_travel_active_non_preschoolers,int8,cdap_simulate +households,participates_in_jtf_model,bool,cdap_simulate +households,school_escorting_outbound,float64,school_escorting +households,school_escorting_inbound,float64,school_escorting +households,school_escorting_outbound_cond,float64,school_escorting +households,joint_tour_frequency,category,joint_tour_frequency +households,num_hh_joint_tours,int8,joint_tour_frequency +persons,person_id,int64,initialize_households +persons,household_id,int64,initialize_households +persons,age,int64,initialize_households +persons,PNUM,int64,initialize_households +persons,sex,int64,initialize_households +persons,pemploy,int64,initialize_households +persons,pstudent,int64,initialize_households +persons,ptype,int64,initialize_households +persons,age_16_to_19,bool,initialize_households +persons,age_16_p,bool,initialize_households +persons,adult,bool,initialize_households +persons,male,bool,initialize_households +persons,female,bool,initialize_households +persons,has_non_worker,bool,initialize_households +persons,has_retiree,bool,initialize_households +persons,has_preschool_kid,bool,initialize_households +persons,has_driving_kid,bool,initialize_households +persons,has_school_kid,bool,initialize_households +persons,has_full_time,bool,initialize_households +persons,has_part_time,bool,initialize_households +persons,has_university,bool,initialize_households +persons,student_is_employed,bool,initialize_households +persons,nonstudent_to_school,bool,initialize_households +persons,is_student,bool,initialize_households +persons,is_gradeschool,bool,initialize_households +persons,is_highschool,bool,initialize_households +persons,is_university,bool,initialize_households +persons,school_segment,int8,initialize_households +persons,is_worker,bool,initialize_households +persons,home_zone_id,int64,initialize_households +persons,value_of_time,float64,initialize_households +persons,school_zone_id,int32,school_location +persons,school_location_logsum,float64,school_location +persons,distance_to_school,float32,school_location +persons,roundtrip_auto_time_to_school,float32,school_location +persons,workplace_zone_id,int32,workplace_location +persons,workplace_location_logsum,float64,workplace_location +persons,distance_to_work,float32,workplace_location +persons,workplace_in_cbd,bool,workplace_location +persons,work_zone_area_type,float64,workplace_location +persons,roundtrip_auto_time_to_work,float32,workplace_location +persons,work_auto_savings,float32,workplace_location +persons,work_auto_savings_ratio,float32,workplace_location +persons,free_parking_at_work,bool,free_parking +persons,cdap_activity,category,cdap_simulate +persons,travel_active,bool,cdap_simulate +persons,under16_not_at_school,bool,cdap_simulate +persons,has_preschool_kid_at_home,bool,cdap_simulate +persons,has_school_kid_at_home,bool,cdap_simulate +persons,mandatory_tour_frequency,category,mandatory_tour_frequency +persons,work_and_school_and_worker,bool,mandatory_tour_frequency +persons,work_and_school_and_student,bool,mandatory_tour_frequency +persons,num_mand,int8,mandatory_tour_frequency +persons,num_work_tours,int8,mandatory_tour_frequency +persons,num_joint_tours,int8,joint_tour_participation +persons,non_mandatory_tour_frequency,int16,non_mandatory_tour_frequency +persons,num_non_mand,int8,non_mandatory_tour_frequency +persons,num_escort_tours,int8,non_mandatory_tour_frequency +persons,num_eatout_tours,int8,non_mandatory_tour_frequency +persons,num_shop_tours,int8,non_mandatory_tour_frequency +persons,num_maint_tours,int8,non_mandatory_tour_frequency +persons,num_discr_tours,int8,non_mandatory_tour_frequency +persons,num_social_tours,int8,non_mandatory_tour_frequency +persons,num_non_escort_tours,int8,non_mandatory_tour_frequency +tours,tour_id,int64,mandatory_tour_frequency +tours,person_id,int64,mandatory_tour_frequency +tours,tour_type,category,mandatory_tour_frequency +tours,tour_type_count,int8,mandatory_tour_frequency +tours,tour_type_num,int8,mandatory_tour_frequency +tours,tour_num,int8,mandatory_tour_frequency +tours,tour_count,int8,mandatory_tour_frequency +tours,tour_category,category,mandatory_tour_frequency +tours,number_of_participants,int64,mandatory_tour_frequency +tours,destination,float64,mandatory_tour_frequency +tours,origin,float64,mandatory_tour_frequency +tours,household_id,int64,mandatory_tour_frequency +tours,start,float64,mandatory_tour_scheduling +tours,end,float64,mandatory_tour_scheduling +tours,duration,float64,mandatory_tour_scheduling +tours,school_esc_outbound,category,school_escorting +tours,school_esc_inbound,category,school_escorting +tours,num_escortees,float64,school_escorting +tours,tdd,float64,mandatory_tour_scheduling +tours,composition,category,joint_tour_composition +tours,destination_logsum,float64,joint_tour_destination +tours,vehicle_occup_1,category,vehicle_allocation +tours,vehicle_occup_2,category,vehicle_allocation +tours,vehicle_occup_3.5,category,vehicle_allocation +tours,tour_mode,category,tour_mode_choice_simulate +tours,mode_choice_logsum,float64,tour_mode_choice_simulate +tours,selected_vehicle,object,tour_mode_choice_simulate +tours,atwork_subtour_frequency,category,atwork_subtour_frequency +tours,parent_tour_id,float64,atwork_subtour_frequency +tours,stop_frequency,object,stop_frequency +tours,primary_purpose,category,stop_frequency +trips,trip_id,int64,stop_frequency +trips,person_id,int64,stop_frequency +trips,household_id,int64,stop_frequency +trips,primary_purpose,category,stop_frequency +trips,trip_num,int64,stop_frequency +trips,outbound,bool,stop_frequency +trips,trip_count,int64,stop_frequency +trips,destination,int32,stop_frequency +trips,origin,int32,stop_frequency +trips,tour_id,int64,stop_frequency +trips,escort_participants,object,stop_frequency +trips,school_escort_direction,category,stop_frequency +trips,purpose,object,trip_purpose +trips,destination_logsum,float64,trip_destination +trips,depart,int32,trip_scheduling +trips,trip_mode,category,trip_mode_choice +trips,mode_choice_logsum,float64,trip_mode_choice +joint_tour_participants,participant_id,int64,joint_tour_participation +joint_tour_participants,tour_id,int64,joint_tour_participation +joint_tour_participants,household_id,int64,joint_tour_participation +joint_tour_participants,person_id,int64,joint_tour_participation +joint_tour_participants,participant_num,int64,joint_tour_participation +vehicles,vehicle_id,int64,vehicle_type_choice +vehicles,household_id,int64,vehicle_type_choice +vehicles,vehicle_num,int64,vehicle_type_choice +vehicles,vehicle_type,category,vehicle_type_choice +vehicles,auto_operating_cost,float64,vehicle_type_choice +vehicles,Range,int64,vehicle_type_choice +vehicles,MPG,float64,vehicle_type_choice diff --git a/activitysim/examples/prototype_mtc_extended/test/output_10/data_dict.txt b/activitysim/examples/prototype_mtc_extended/test/output_10/data_dict.txt new file mode 100644 index 000000000..4e72726f4 --- /dev/null +++ b/activitysim/examples/prototype_mtc_extended/test/output_10/data_dict.txt @@ -0,0 +1,260 @@ +### +### land_use (25, 38) +### + +column_name dtype checkpoint +zone_id int64 input_checker +DISTRICT int64 input_checker +SD int64 input_checker +county_id int64 input_checker +TOTHH int64 input_checker +TOTPOP int64 input_checker +TOTACRE float64 input_checker +RESACRE float64 input_checker +CIACRE float64 input_checker +TOTEMP int64 input_checker +AGE0519 int64 input_checker +RETEMPN int64 input_checker +FPSEMPN int64 input_checker +HEREMPN int64 input_checker +OTHEMPN int64 input_checker +AGREMPN int64 input_checker +MWTEMPN int64 input_checker +PRKCST float64 input_checker +OPRKCST float64 input_checker +area_type int64 input_checker +HSENROLL float64 input_checker +COLLFTE float64 input_checker +COLLPTE float64 input_checker +TOPOLOGY int64 input_checker +TERMINAL float64 input_checker +_original_zone_id int64 input_checker +household_density float64 initialize_proto_population +employment_density float64 initialize_proto_population +density_index float64 initialize_proto_population +is_cbd bool initialize_proto_population +TOTENR_univ float64 initialize_proto_population +ext_work_share float64 initialize_proto_population +RETEMPN_scaled float64 initialize_proto_population +FPSEMPN_scaled float64 initialize_proto_population +HEREMPN_scaled float64 initialize_proto_population +OTHEMPN_scaled float64 initialize_proto_population +AGREMPN_scaled float64 initialize_proto_population +MWTEMPN_scaled float64 initialize_proto_population +TOTEMP_scaled float64 initialize_proto_population + +### +### accessibility (25, 10) +### + +column_name dtype checkpoint +zone_id int64 initialize_proto_population +auPkRetail float64 compute_accessibility +auPkTotal float64 compute_accessibility +auOpRetail float64 compute_accessibility +auOpTotal float64 compute_accessibility +trPkRetail float64 compute_accessibility +trPkTotal float64 compute_accessibility +trOpRetail float64 compute_accessibility +trOpTotal float64 compute_accessibility +nmRetail float64 compute_accessibility +nmTotal float64 compute_accessibility + +### +### households (100, 37) +### + +column_name dtype checkpoint +household_id int64 initialize_households +home_zone_id int64 initialize_households +income int64 initialize_households +hhsize int64 initialize_households +HHT int64 initialize_households +auto_ownership int32 initialize_households +num_workers int64 initialize_households +sample_rate float64 initialize_households +income_in_thousands float64 initialize_households +income_segment int32 initialize_households +median_value_of_time float64 initialize_households +hh_value_of_time float64 initialize_households +num_non_workers int64 initialize_households +num_drivers int8 initialize_households +num_adults int8 initialize_households +num_children int8 initialize_households +num_young_children int8 initialize_households +num_children_5_to_15 int8 initialize_households +num_children_16_to_17 int8 initialize_households +num_college_age int8 initialize_households +num_young_adults int8 initialize_households +non_family bool initialize_households +family bool initialize_households +home_is_urban bool initialize_households +home_is_rural bool initialize_households +hh_work_auto_savings_ratio float32 workplace_location +num_under16_not_at_school int8 cdap_simulate +num_travel_active int8 cdap_simulate +num_travel_active_adults int8 cdap_simulate +num_travel_active_preschoolers int8 cdap_simulate +num_travel_active_children int8 cdap_simulate +num_travel_active_non_preschoolers int8 cdap_simulate +participates_in_jtf_model bool cdap_simulate +school_escorting_outbound float64 school_escorting +school_escorting_inbound float64 school_escorting +school_escorting_outbound_cond float64 school_escorting +joint_tour_frequency category joint_tour_frequency +num_hh_joint_tours int8 joint_tour_frequency + +### +### persons (167, 63) +### + +column_name dtype checkpoint +person_id int64 initialize_households +household_id int64 initialize_households +age int64 initialize_households +PNUM int64 initialize_households +sex int64 initialize_households +pemploy int64 initialize_households +pstudent int64 initialize_households +ptype int64 initialize_households +age_16_to_19 bool initialize_households +age_16_p bool initialize_households +adult bool initialize_households +male bool initialize_households +female bool initialize_households +has_non_worker bool initialize_households +has_retiree bool initialize_households +has_preschool_kid bool initialize_households +has_driving_kid bool initialize_households +has_school_kid bool initialize_households +has_full_time bool initialize_households +has_part_time bool initialize_households +has_university bool initialize_households +student_is_employed bool initialize_households +nonstudent_to_school bool initialize_households +is_student bool initialize_households +is_gradeschool bool initialize_households +is_highschool bool initialize_households +is_university bool initialize_households +school_segment int8 initialize_households +is_worker bool initialize_households +home_zone_id int64 initialize_households +value_of_time float64 initialize_households +school_zone_id int32 school_location +school_location_logsum float64 school_location +distance_to_school float32 school_location +roundtrip_auto_time_to_school float32 school_location +workplace_zone_id int32 workplace_location +workplace_location_logsum float64 workplace_location +distance_to_work float32 workplace_location +workplace_in_cbd bool workplace_location +work_zone_area_type float64 workplace_location +roundtrip_auto_time_to_work float32 workplace_location +work_auto_savings float32 workplace_location +work_auto_savings_ratio float32 workplace_location +free_parking_at_work bool free_parking +cdap_activity category cdap_simulate +travel_active bool cdap_simulate +under16_not_at_school bool cdap_simulate +has_preschool_kid_at_home bool cdap_simulate +has_school_kid_at_home bool cdap_simulate +mandatory_tour_frequency category mandatory_tour_frequency +work_and_school_and_worker bool mandatory_tour_frequency +work_and_school_and_student bool mandatory_tour_frequency +num_mand int8 mandatory_tour_frequency +num_work_tours int8 mandatory_tour_frequency +num_joint_tours int8 joint_tour_participation +non_mandatory_tour_frequency int16 non_mandatory_tour_frequency +num_non_mand int8 non_mandatory_tour_frequency +num_escort_tours int8 non_mandatory_tour_frequency +num_eatout_tours int8 non_mandatory_tour_frequency +num_shop_tours int8 non_mandatory_tour_frequency +num_maint_tours int8 non_mandatory_tour_frequency +num_discr_tours int8 non_mandatory_tour_frequency +num_social_tours int8 non_mandatory_tour_frequency +num_non_escort_tours int8 non_mandatory_tour_frequency + +### +### tours (210, 30) +### + +column_name dtype checkpoint +tour_id int64 mandatory_tour_frequency +person_id int64 mandatory_tour_frequency +tour_type category mandatory_tour_frequency +tour_type_count int8 mandatory_tour_frequency +tour_type_num int8 mandatory_tour_frequency +tour_num int8 mandatory_tour_frequency +tour_count int8 mandatory_tour_frequency +tour_category category mandatory_tour_frequency +number_of_participants int64 mandatory_tour_frequency +destination float64 mandatory_tour_frequency +origin float64 mandatory_tour_frequency +household_id int64 mandatory_tour_frequency +start float64 mandatory_tour_scheduling +end float64 mandatory_tour_scheduling +duration float64 mandatory_tour_scheduling +school_esc_outbound category school_escorting +school_esc_inbound category school_escorting +num_escortees float64 school_escorting +tdd float64 mandatory_tour_scheduling +composition category joint_tour_composition +destination_logsum float64 joint_tour_destination +vehicle_occup_1 category vehicle_allocation +vehicle_occup_2 category vehicle_allocation +vehicle_occup_3.5 category vehicle_allocation +tour_mode category tour_mode_choice_simulate +mode_choice_logsum float64 tour_mode_choice_simulate +selected_vehicle object tour_mode_choice_simulate +atwork_subtour_frequency category atwork_subtour_frequency +parent_tour_id float64 atwork_subtour_frequency +stop_frequency object stop_frequency +primary_purpose category stop_frequency + +### +### trips (545, 16) +### + +column_name dtype checkpoint +trip_id int64 stop_frequency +person_id int64 stop_frequency +household_id int64 stop_frequency +primary_purpose category stop_frequency +trip_num int64 stop_frequency +outbound bool stop_frequency +trip_count int64 stop_frequency +destination int32 stop_frequency +origin int32 stop_frequency +tour_id int64 stop_frequency +escort_participants object stop_frequency +school_escort_direction category stop_frequency +purpose object trip_purpose +destination_logsum float64 trip_destination +depart int32 trip_scheduling +trip_mode category trip_mode_choice +mode_choice_logsum float64 trip_mode_choice + +### +### joint_tour_participants (7, 4) +### + +column_name dtype checkpoint +participant_id int64 joint_tour_participation +tour_id int64 joint_tour_participation +household_id int64 joint_tour_participation +person_id int64 joint_tour_participation +participant_num int64 joint_tour_participation + +### +### vehicles (40, 6) +### + +column_name dtype checkpoint +vehicle_id int64 vehicle_type_choice +household_id int64 vehicle_type_choice +vehicle_num int64 vehicle_type_choice +vehicle_type category vehicle_type_choice +auto_operating_cost float64 vehicle_type_choice +Range int64 vehicle_type_choice +MPG float64 vehicle_type_choice + diff --git a/activitysim/examples/prototype_mtc_extended/test/output_10/final_proto_disaggregate_accessibility.csv b/activitysim/examples/prototype_mtc_extended/test/output_10/final_proto_disaggregate_accessibility.csv new file mode 100644 index 000000000..126d3d31f --- /dev/null +++ b/activitysim/examples/prototype_mtc_extended/test/output_10/final_proto_disaggregate_accessibility.csv @@ -0,0 +1,901 @@ +"proto_household_id","workplace_location_accessibility","othdiscr_accessibility","shopping_accessibility","educ","grade","military","pnum","pstudent","DAP","age","hours","pemploy","ptype","sex","weeks","age_16_to_19","age_16_p","adult","male","female","has_non_worker","has_retiree","has_preschool_kid","has_driving_kid","has_school_kid","has_full_time","has_part_time","has_university","student_is_employed","nonstudent_to_school","is_student","is_gradeschool","is_highschool","is_university","school_segment","is_worker","home_zone_id","value_of_time","HHT","auto_ownership","bldgsz","family","hh_value_of_time","hhsize","hinccat1","home_is_rural","home_is_urban","household_serial_no","hworkers","income","income_in_thousands","income_segment","median_value_of_time","non_family","num_adults","num_children","num_children_16_to_17","num_children_5_to_15","num_college_age","num_drivers","num_non_workers","num_workers","num_young_adults","num_young_children","persons","veh","DISTRICT","SD","county_id","TOTHH","TOTPOP","TOTACRE","RESACRE","CIACRE","TOTEMP","AGE0519","RETEMPN","FPSEMPN","HEREMPN","OTHEMPN","AGREMPN","MWTEMPN","PRKCST","OPRKCST","area_type","HSENROLL","COLLFTE","COLLPTE","TOPOLOGY","TERMINAL","_original_zone_id","household_density","employment_density","density_index","is_cbd","TOTENR_univ","ext_work_share","RETEMPN_scaled","FPSEMPN_scaled","HEREMPN_scaled","OTHEMPN_scaled","AGREMPN_scaled","MWTEMPN_scaled","TOTEMP_scaled","proto_person_id" 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+2005,,13.460549582511295,12.26459598416181,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,8.391635274347106,1,1,2,true,8.391635274347106,1,2,false,true,2005,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,200505 +2006,,13.354811959869888,12.258185368000854,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,7.404420603666208,1,2,2,true,7.404420603666208,1,2,false,true,2006,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,200606 +2007,,14.637564697883827,13.421733422665817,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,9.436827799348993,1,0,2,true,9.436827799348993,1,3,false,true,2007,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,200707 +2008,,13.230385426391187,12.160942096520627,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,1.4381608696858772,1,1,2,true,1.4381608696858772,1,3,false,true,2008,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,200808 +2009,,13.437494175830077,12.246825837828183,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,4.943508128050571,1,2,2,true,4.943508128050571,1,3,false,true,2009,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,200909 +2010,,14.644389374766785,13.51589660573967,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,11.492980003374635,1,0,2,true,11.492980003374635,1,4,false,true,2010,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201010 +2011,,13.38232517226405,12.109236397615765,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,1.8341512843049563,1,1,2,true,1.8341512843049563,1,4,false,true,2011,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201111 +2012,,13.466886746244267,12.262344714185785,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,21.53407544142352,1,2,2,true,21.53407544142352,1,4,false,true,2012,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201212 +2013,14.490956747233628,14.344266094854977,13.127940645194728,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,20,3.168990420412315,1,0,2,true,3.168990420412315,2,1,false,true,2013,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201313 +2013,14.490956747233628,14.344266094854977,13.127940645194728,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,20,3.168990420412315,1,0,2,true,3.168990420412315,2,1,false,true,2013,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201314 +2014,12.676268425176316,13.36569402995322,12.161187261738133,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,20,2.24187713853789,1,1,2,true,2.24187713853789,2,1,false,true,2014,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201415 +2014,12.676268425176316,13.36569402995322,12.161187261738133,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,20,2.24187713853789,1,1,2,true,2.24187713853789,2,1,false,true,2014,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201416 +2015,12.714443952302828,13.352907298062322,12.211018001763058,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,20,3.2424923940103274,1,2,2,true,3.2424923940103274,2,1,false,true,2015,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201517 +2015,12.714443952302828,13.352907298062322,12.211018001763058,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,20,3.2424923940103274,1,2,2,true,3.2424923940103274,2,1,false,true,2015,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201518 +2016,14.485328449269183,14.366504713514747,13.101532277500873,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,20,3.4192505022857995,1,0,2,true,3.4192505022857995,2,2,false,true,2016,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201619 +2016,14.485328449269183,14.366504713514747,13.101532277500873,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,20,3.4192505022857995,1,0,2,true,3.4192505022857995,2,2,false,true,2016,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201620 +2017,12.79606517375138,13.443579100326097,12.245505587774769,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,20,11.409180643693631,1,1,2,true,11.409180643693631,2,2,false,true,2017,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201721 +2017,12.79606517375138,13.443579100326097,12.245505587774769,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,20,11.409180643693631,1,1,2,true,11.409180643693631,2,2,false,true,2017,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201722 +2018,12.801133444943986,13.453391443704211,12.282586369687031,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,20,12.266671576852673,1,2,2,true,12.266671576852673,2,2,false,true,2018,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201823 +2018,12.801133444943986,13.453391443704211,12.282586369687031,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,20,12.266671576852673,1,2,2,true,12.266671576852673,2,2,false,true,2018,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201824 +2019,14.62563770995698,14.505090168290515,13.160389748500544,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,20,3.3372519745373803,1,0,2,true,3.3372519745373803,2,3,false,true,2019,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201925 +2019,14.62563770995698,14.505090168290515,13.160389748500544,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,20,3.3372519745373803,1,0,2,true,3.3372519745373803,2,3,false,true,2019,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201926 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a/activitysim/examples/prototype_mtc_extended/test/output_10/final_trips.csv b/activitysim/examples/prototype_mtc_extended/test/output_10/final_trips.csv new file mode 100644 index 000000000..b104fd337 --- /dev/null +++ b/activitysim/examples/prototype_mtc_extended/test/output_10/final_trips.csv @@ -0,0 +1,546 @@ +"person_id","household_id","primary_purpose","trip_num","outbound","trip_count","tour_id","escort_participants","school_escort_direction","purpose","destination_logsum","depart","trip_mode","mode_choice_logsum","trip_id","origin","destination" +26478,26478,"shopping",1,true,1,1270984,,,"shopping",,7,"WALK",3.8048303714597056,12709841,8,21 +26478,26478,"shopping",1,false,3,1270984,,,"othmaint",42.67977848352816,14,"WALK",3.6709103507824734,12709846,21,7 +26478,26478,"shopping",2,false,3,1270984,,,"eatout",62.55591543293209,16,"WALK",14.414866203205955,12709847,7,7 +26478,26478,"shopping",3,false,3,1270984,,,"home",,16,"WALK",14.013106225776852,12709848,7,8 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+7539466,2848131,"univ",3,false,3,361894400,,,"home",,17,"WALK",12.77486299656693,3618944008,7,3 +7539466,2848131,"shopping",1,true,1,361894408,,,"shopping",,5,"WALK_LOC",2.80862314952886,3618944081,3,24 +7539466,2848131,"shopping",1,false,1,361894408,,,"home",,6,"WALK_LOC",2.8791164949952646,3618944086,24,3 +7539708,2848373,"univ",1,true,1,361906016,,,"univ",,18,"WALK",-0.5306958894137668,3619060161,18,13 +7539708,2848373,"univ",1,false,1,361906016,,,"home",,23,"WALK_LRF",0.624653161313168,3619060166,13,18 diff --git a/activitysim/examples/prototype_mtc_extended/test/output_10/final_vehicles.csv b/activitysim/examples/prototype_mtc_extended/test/output_10/final_vehicles.csv new file mode 100644 index 000000000..1bd5d2b02 --- /dev/null +++ b/activitysim/examples/prototype_mtc_extended/test/output_10/final_vehicles.csv @@ -0,0 +1,41 @@ +"household_id","vehicle_num","vehicle_type","auto_operating_cost","Range","MPG","vehicle_id" +112064,1,"Car_20_Gas",21.75450704,0,21.3,1120641 +256841,1,"Car_8_Gas",21.62348837,0,21.5,2568411 +257270,1,"Car_20_Gas",21.75450704,0,21.3,2572701 +257627,1,"SUV_15_Gas",26.03714286,0,16.8,2576271 +287819,1,"Car_9_Gas",21.95571429,0,21,2878191 +287846,1,"Van_18_Gas",26.44354037,0,16.1,2878461 +304036,1,"Motorcycle_14_PEV",8.08,0,0,3040361 +386761,1,"SUV_14_Gas",26.25228916,0,16.6,3867611 +568266,1,"Car_16_Gas",22.09307692,0,20.8,5682661 +568785,1,"Car_13_Gas",22.37588235,0,20.4,5687851 +569828,1,"Car_20_Gas",21.75450704,0,21.3,5698281 +659146,1,"Car_7_Gas",21.49488479,0,21.7,6591461 +703381,1,"Car_4_Hybrid",16.29068966,0,34.8,7033811 +763879,1,"Car_10_Gas",22.30414634,0,20.5,7638791 +764150,1,"Car_13_Gas",22.37588235,0,20.4,7641501 +822837,1,"Car_4_Gas",20.60103448,0,23.2,8228371 +823426,1,"Car_16_Gas",22.09307692,0,20.8,8234261 +823468,1,"SUV_11_Gas",25.22545455,0,17.6,8234681 +824369,1,"SUV_7_Gas",23.64391753,0,19.4,8243691 +932147,1,"Car_3_Gas",20.49051282,0,23.4,9321471 +982875,1,"Car_12_Gas",22.52148515,0,20.2,9828751 +983048,1,"Van_3_Gas",26.21490798,0,16.3,9830481 +1099626,1,"SUV_1_Hybrid",18.31513514,0,29.6,10996261 +1119939,1,"SUV_11_PEV",21.81636364,0,0,11199391 +1173905,1,"Car_9_Gas",21.95571429,0,21,11739051 +1259353,1,"Car_7_Gas",21.49488479,0,21.7,12593531 +1286206,1,"Car_10_Gas",22.30414634,0,20.5,12862061 +1286557,1,"Car_13_Gas",22.37588235,0,20.4,12865571 +1363467,1,"Car_5_Gas",20.65701299,0,23.1,13634671 +1402945,1,"Car_15_Gas",22.30414634,0,20.5,14029451 +1594490,1,"Car_12_Gas",22.52148515,0,20.2,15944901 +1810015,1,"SUV_20_Gas",25.42137931,0,17.4,18100151 +1952792,1,"Car_7_Gas",21.49488479,0,21.7,19527921 +2048809,1,"Car_4_Gas",20.60103448,0,23.2,20488091 +2049629,1,"Van_4_Gas",26.91828025,0,15.7,20496291 +2224629,1,"Car_9_Gas",21.95571429,0,21,22246291 +2727273,1,"SUV_2_Gas",22.19869159,0,21.4,27272731 +2820774,1,"Car_2_Gas",20.32822785,0,23.7,28207741 +2822097,1,"Car_4_Gas",20.60103448,0,23.2,28220971 +2832429,1,"Car_1_Hybrid",15.09574257,0,40.4,28324291 diff --git a/activitysim/examples/prototype_mtc_extended/test/output_10/skim_usage.txt b/activitysim/examples/prototype_mtc_extended/test/output_10/skim_usage.txt new file mode 100644 index 000000000..e0b8f989a --- /dev/null +++ b/activitysim/examples/prototype_mtc_extended/test/output_10/skim_usage.txt @@ -0,0 +1,157 @@ + +### skim_dict usage +DRV_COM_WLK_FAR +DISTWALK +DRV_LOC_WLK_BOARDS +HOV2TOLL_VTOLL +DRV_HVY_WLK_TOTIVT +DRV_LOC_WLK_WAUX +WLK_HVY_DRV_WAUX +HOV3TOLL_VTOLL +SOVTOLL_TIME +WLK_EXP_DRV_WAUX +WLK_COM_WLK_BOARDS +WLK_LRF_DRV_BOARDS +WLK_LOC_WLK_XWAIT +DRV_HVY_WLK_XWAIT +DRV_LRF_WLK_WAUX +WLK_COM_DRV_DDIST +WLK_COM_WLK_FAR +WLK_EXP_DRV_DDIST +DRV_EXP_WLK_WAUX +DRV_HVY_WLK_BOARDS +SOVTOLL_DIST +SOV_BTOLL +WLK_HVY_WLK_KEYIVT +DRV_EXP_WLK_DTIM +DRV_LRF_WLK_IWAIT +HOV2_TIME +WLK_LOC_DRV_IWAIT +WLK_LOC_WLK_IWAIT +WLK_TRN_WLK_WACC +DRV_COM_WLK_XWAIT +DRV_EXP_WLK_KEYIVT +WLK_EXP_WLK_IWAIT +WLK_EXP_DRV_IWAIT +WLK_HVY_WLK_WAUX +WLK_LRF_WLK_WAUX +WLK_LRF_DRV_FERRYIVT +HOV3_BTOLL +WLK_LOC_WLK_TOTIVT +HOV3TOLL_TIME +WLK_TRN_WLK_XWAIT +WLK_EXP_DRV_TOTIVT +HOV3TOLL_BTOLL +WLK_LOC_DRV_WAUX +SOV_TIME +WLK_LOC_DRV_FAR +WLK_LOC_WLK_FAR +WLK_HVY_WLK_IWAIT +WLK_LRF_DRV_KEYIVT +WLK_LRF_WLK_BOARDS +WLK_EXP_WLK_TOTIVT +DRV_EXP_WLK_IWAIT +HOV3_TIME +DRV_LRF_WLK_DTIM +DRV_HVY_WLK_KEYIVT +DRV_LRF_WLK_XWAIT +WLK_HVY_DRV_TOTIVT +SOVTOLL_VTOLL +WLK_LRF_DRV_FAR +WLK_LRF_DRV_IWAIT +DRV_LRF_WLK_TOTIVT +SOVTOLL_BTOLL +WLK_COM_WLK_KEYIVT +DRV_HVY_WLK_IWAIT +DRV_HVY_WLK_FAR +HOV2TOLL_DIST +HOV3_DIST +WLK_COM_DRV_KEYIVT +DRV_LOC_WLK_TOTIVT +WLK_HVY_DRV_FAR +WLK_EXP_WLK_BOARDS +WLK_EXP_DRV_KEYIVT +WLK_COM_DRV_DTIM +DRV_LRF_WLK_FERRYIVT +WLK_TRN_WLK_IVT +DRV_COM_WLK_TOTIVT +WLK_COM_DRV_XWAIT +WLK_TRN_WLK_WAUX +DRV_COM_WLK_IWAIT +HOV2TOLL_BTOLL +WLK_LRF_WLK_TOTIVT +DRV_EXP_WLK_BOARDS +WLK_EXP_WLK_WAUX +WLK_COM_DRV_WAUX +WLK_LRF_WLK_IWAIT +WLK_LRF_DRV_TOTIVT +DIST +WLK_EXP_WLK_XWAIT +WLK_HVY_WLK_XWAIT +DRV_LOC_WLK_XWAIT +DRV_EXP_WLK_XWAIT +DRV_LRF_WLK_BOARDS +WLK_LRF_WLK_FERRYIVT +DRV_LRF_WLK_DDIST +WLK_COM_DRV_TOTIVT +WLK_HVY_WLK_TOTIVT +DRV_LOC_WLK_IWAIT +WLK_LRF_WLK_FAR +WLK_TRN_WLK_IWAIT +DRV_LRF_WLK_FAR +SOV_DIST +WLK_LOC_WLK_BOARDS +DRV_EXP_WLK_TOTIVT +HOV2_BTOLL +WLK_LRF_DRV_DDIST +WLK_EXP_DRV_DTIM +DRV_HVY_WLK_DDIST +WLK_HVY_DRV_BOARDS +WLK_COM_WLK_IWAIT +DRV_COM_WLK_BOARDS +WLK_HVY_DRV_DDIST +HOV2_DIST +WLK_TRN_WLK_WEGR +DRV_COM_WLK_KEYIVT +HOV2TOLL_TIME +WLK_COM_WLK_TOTIVT +WLK_HVY_DRV_XWAIT +DRV_LRF_WLK_KEYIVT +WLK_HVY_DRV_DTIM +DRV_EXP_WLK_FAR +DRV_LOC_WLK_DDIST +HOV3TOLL_DIST +WLK_HVY_DRV_IWAIT +WLK_COM_WLK_WAUX +WLK_LRF_DRV_XWAIT +WLK_LRF_DRV_WAUX +DRV_COM_WLK_WAUX +WLK_LOC_WLK_WAUX +DRV_HVY_WLK_WAUX +DRV_LOC_WLK_DTIM +DRV_COM_WLK_DDIST +WLK_LOC_DRV_DTIM +WLK_COM_DRV_BOARDS +WLK_EXP_DRV_FAR +WLK_COM_DRV_FAR +WLK_LOC_DRV_TOTIVT +WLK_COM_DRV_IWAIT +WLK_COM_WLK_XWAIT +WLK_EXP_DRV_XWAIT +WLK_LOC_DRV_XWAIT +WLK_LOC_DRV_DDIST +WLK_EXP_WLK_KEYIVT +WLK_HVY_DRV_KEYIVT +WLK_LRF_DRV_DTIM +DRV_COM_WLK_DTIM +WLK_EXP_DRV_BOARDS +DRV_LOC_WLK_FAR +WLK_LOC_DRV_BOARDS +WLK_HVY_WLK_FAR +DRV_HVY_WLK_DTIM +WLK_HVY_WLK_BOARDS +WLK_LRF_WLK_XWAIT +DRV_EXP_WLK_DDIST +WLK_LRF_WLK_KEYIVT +DISTBIKE +WLK_EXP_WLK_FAR diff --git a/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_1/failed_choosers-1a64b6.csv b/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_1/failed_choosers-1a64b6.csv new file mode 100644 index 000000000..d2aba4eff --- /dev/null +++ b/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_1/failed_choosers-1a64b6.csv @@ -0,0 +1,7 @@ +trip_id,person_id,household_id,primary_purpose,trip_num,outbound,trip_count,destination,origin,tour_id,escort_participants,school_escort_direction,purpose,destination_logsum,earliest,latest,tour_hour,chunk_id,stop_num,next_trip_id,HR5,HR6,HR7,HR8,HR9,HR10,HR11,HR12,HR13,HR14,HR15,HR16,HR17,HR18,HR19,HR20,HR21,HR22,HR23 +309349308,644477,386761,escort,3,False,4,24,24,30934930,,,social,57.3049584902702,,9.0,9,98,3,309349307,0.0,0.0,0.0,0.21068634,0.78931366,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +754876727,1572659,763879,shopping,2,False,3,7,6,75487672,,,shopping,52.319993702020405,,12.0,12,145,2,754876726,0.0,0.0,0.0,0.0,0.039730806,0.073816678,0.261462334,0.624990182,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +1409544407,2936550,1286259,shopping,2,False,3,5,24,140954440,,,shopping,56.52422423655235,,14.0,14,158,2,1409544406,0.0,0.0,0.0,0.005506763,0.021606723,0.003403522,0.013852092,0.106618856,0.339860692,0.509151352,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 +1409686018,2936845,1286554,shopping,3,False,4,24,6,140968601,,,shopping,62.24201748998653,,19.0,19,161,3,1409686017,0.0,0.0,0.0,0.0,0.0,0.0,0.014614817,0.0,0.0,0.020347906,0.008733406,0.0,0.047735668,0.374113208,0.534454996,0.0,0.0,0.0,0.0 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b/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_3/failed_choosers-1a64b6.csv new file mode 100644 index 000000000..6a43fdcfd --- /dev/null +++ b/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_3/failed_choosers-1a64b6.csv @@ -0,0 +1,5 @@ +trip_id,person_id,household_id,primary_purpose,trip_num,outbound,trip_count,destination,origin,tour_id,escort_participants,school_escort_direction,purpose,destination_logsum,earliest,latest,tour_hour,chunk_id,stop_num,next_trip_id,HR5,HR6,HR7,HR8,HR9,HR10,HR11,HR12,HR13,HR14,HR15,HR16,HR17,HR18,HR19,HR20,HR21,HR22,HR23 +309349306,644477,386761,escort,1,False,4,24,19,30934930,,,shopping,30.097764040165956,,9.0,9,98,1,0,0.0,0.0,0.004282148,0.282836493,0.71288136,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 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b/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_3/failed_choosers-1a64b6.csv new file mode 100644 index 000000000..422425ff6 --- /dev/null +++ b/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_3/failed_choosers-1a64b6.csv @@ -0,0 +1,3 @@ +trip_id,person_id,household_id,primary_purpose,trip_num,outbound,trip_count,destination,origin,tour_id,escort_participants,school_escort_direction,purpose,destination_logsum,earliest,latest,tour_hour,chunk_id,stop_num,next_trip_id,HR5,HR6,HR7,HR8,HR9,HR10,HR11,HR12,HR13,HR14,HR15,HR16,HR17,HR18,HR19,HR20,HR21,HR22,HR23 +607631293,1265898,568785,othdiscr,3,True,5,6,7,60763129,,,othmaint,48.080206393496,6.0,6.0,6,134,2,607631294,0.0,0.024215249,0.736578596,0.018671746,0.050466724,0.0,0.046817344,0.010678175,0.023238019,0.0,0.032556217,0.0,0.035620327,0.021157602,0.0,0.0,0.0,0.0,0.0 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diff --git a/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_5/failed_choosers-1a64b6.csv b/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_5/failed_choosers-1a64b6.csv new file mode 100644 index 000000000..ea7d7caed --- /dev/null +++ b/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_5/failed_choosers-1a64b6.csv @@ -0,0 +1,4 @@ +trip_id,person_id,household_id,primary_purpose,trip_num,outbound,trip_count,destination,origin,tour_id,escort_participants,school_escort_direction,purpose,destination_logsum,earliest,latest,tour_hour,chunk_id,stop_num,next_trip_id,HR5,HR6,HR7,HR8,HR9,HR10,HR11,HR12,HR13,HR14,HR15,HR16,HR17,HR18,HR19,HR20,HR21,HR22,HR23 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.../test/output_10/data_dict.csv | 213 ----- .../test/output_10/data_dict.txt | 260 ----- ...final_proto_disaggregate_accessibility.csv | 901 ------------------ .../test/output_10/final_trips.csv | 546 ----------- .../test/output_10/final_vehicles.csv | 41 - .../test/output_10/skim_usage.txt | 157 --- .../inbound/num_1/failed_choosers-1a64b6.csv | 7 - .../inbound/num_2/failed_choosers-1a64b6.csv | 7 - .../inbound/num_3/failed_choosers-1a64b6.csv | 5 - .../outbound/num_3/failed_choosers-1a64b6.csv | 3 - .../outbound/num_4/failed_choosers-1a64b6.csv | 4 - .../outbound/num_5/failed_choosers-1a64b6.csv | 4 - .../test/output_10/trips_am.omx | Bin 82516 -> 0 bytes .../test/output_10/trips_ea.omx | Bin 82083 -> 0 bytes .../test/output_10/trips_ev.omx | Bin 82423 -> 0 bytes .../test/output_10/trips_md.omx | Bin 82543 -> 0 bytes .../test/output_10/trips_pm.omx | Bin 82601 -> 0 bytes 17 files changed, 2148 deletions(-) delete mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/data_dict.csv delete mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/data_dict.txt delete mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/final_proto_disaggregate_accessibility.csv delete mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/final_trips.csv delete mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/final_vehicles.csv delete mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/skim_usage.txt delete mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_1/failed_choosers-1a64b6.csv delete mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_2/failed_choosers-1a64b6.csv delete mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_3/failed_choosers-1a64b6.csv delete mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_3/failed_choosers-1a64b6.csv delete mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_4/failed_choosers-1a64b6.csv delete mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_5/failed_choosers-1a64b6.csv delete mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trips_am.omx delete mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trips_ea.omx delete mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trips_ev.omx delete mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trips_md.omx delete mode 100644 activitysim/examples/prototype_mtc_extended/test/output_10/trips_pm.omx diff --git a/activitysim/examples/prototype_mtc_extended/test/output_10/data_dict.csv b/activitysim/examples/prototype_mtc_extended/test/output_10/data_dict.csv deleted file mode 100644 index 968c7e2f4..000000000 --- a/activitysim/examples/prototype_mtc_extended/test/output_10/data_dict.csv +++ /dev/null @@ -1,213 +0,0 @@ -table_name,column_name,dtype,checkpoint -land_use,zone_id,int64,input_checker -land_use,DISTRICT,int64,input_checker -land_use,SD,int64,input_checker -land_use,county_id,int64,input_checker -land_use,TOTHH,int64,input_checker -land_use,TOTPOP,int64,input_checker -land_use,TOTACRE,float64,input_checker -land_use,RESACRE,float64,input_checker -land_use,CIACRE,float64,input_checker -land_use,TOTEMP,int64,input_checker -land_use,AGE0519,int64,input_checker -land_use,RETEMPN,int64,input_checker -land_use,FPSEMPN,int64,input_checker -land_use,HEREMPN,int64,input_checker 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-persons,non_mandatory_tour_frequency,int16,non_mandatory_tour_frequency -persons,num_non_mand,int8,non_mandatory_tour_frequency -persons,num_escort_tours,int8,non_mandatory_tour_frequency -persons,num_eatout_tours,int8,non_mandatory_tour_frequency -persons,num_shop_tours,int8,non_mandatory_tour_frequency -persons,num_maint_tours,int8,non_mandatory_tour_frequency -persons,num_discr_tours,int8,non_mandatory_tour_frequency -persons,num_social_tours,int8,non_mandatory_tour_frequency -persons,num_non_escort_tours,int8,non_mandatory_tour_frequency -tours,tour_id,int64,mandatory_tour_frequency -tours,person_id,int64,mandatory_tour_frequency -tours,tour_type,category,mandatory_tour_frequency -tours,tour_type_count,int8,mandatory_tour_frequency -tours,tour_type_num,int8,mandatory_tour_frequency -tours,tour_num,int8,mandatory_tour_frequency -tours,tour_count,int8,mandatory_tour_frequency -tours,tour_category,category,mandatory_tour_frequency -tours,number_of_participants,int64,mandatory_tour_frequency -tours,destination,float64,mandatory_tour_frequency -tours,origin,float64,mandatory_tour_frequency -tours,household_id,int64,mandatory_tour_frequency -tours,start,float64,mandatory_tour_scheduling -tours,end,float64,mandatory_tour_scheduling -tours,duration,float64,mandatory_tour_scheduling -tours,school_esc_outbound,category,school_escorting -tours,school_esc_inbound,category,school_escorting -tours,num_escortees,float64,school_escorting -tours,tdd,float64,mandatory_tour_scheduling -tours,composition,category,joint_tour_composition -tours,destination_logsum,float64,joint_tour_destination -tours,vehicle_occup_1,category,vehicle_allocation -tours,vehicle_occup_2,category,vehicle_allocation -tours,vehicle_occup_3.5,category,vehicle_allocation -tours,tour_mode,category,tour_mode_choice_simulate -tours,mode_choice_logsum,float64,tour_mode_choice_simulate -tours,selected_vehicle,object,tour_mode_choice_simulate -tours,atwork_subtour_frequency,category,atwork_subtour_frequency -tours,parent_tour_id,float64,atwork_subtour_frequency -tours,stop_frequency,object,stop_frequency -tours,primary_purpose,category,stop_frequency -trips,trip_id,int64,stop_frequency -trips,person_id,int64,stop_frequency -trips,household_id,int64,stop_frequency -trips,primary_purpose,category,stop_frequency -trips,trip_num,int64,stop_frequency -trips,outbound,bool,stop_frequency -trips,trip_count,int64,stop_frequency -trips,destination,int32,stop_frequency -trips,origin,int32,stop_frequency -trips,tour_id,int64,stop_frequency -trips,escort_participants,object,stop_frequency -trips,school_escort_direction,category,stop_frequency -trips,purpose,object,trip_purpose -trips,destination_logsum,float64,trip_destination -trips,depart,int32,trip_scheduling -trips,trip_mode,category,trip_mode_choice -trips,mode_choice_logsum,float64,trip_mode_choice -joint_tour_participants,participant_id,int64,joint_tour_participation -joint_tour_participants,tour_id,int64,joint_tour_participation -joint_tour_participants,household_id,int64,joint_tour_participation -joint_tour_participants,person_id,int64,joint_tour_participation -joint_tour_participants,participant_num,int64,joint_tour_participation -vehicles,vehicle_id,int64,vehicle_type_choice -vehicles,household_id,int64,vehicle_type_choice -vehicles,vehicle_num,int64,vehicle_type_choice -vehicles,vehicle_type,category,vehicle_type_choice -vehicles,auto_operating_cost,float64,vehicle_type_choice -vehicles,Range,int64,vehicle_type_choice -vehicles,MPG,float64,vehicle_type_choice diff --git a/activitysim/examples/prototype_mtc_extended/test/output_10/data_dict.txt b/activitysim/examples/prototype_mtc_extended/test/output_10/data_dict.txt deleted file mode 100644 index 4e72726f4..000000000 --- a/activitysim/examples/prototype_mtc_extended/test/output_10/data_dict.txt +++ /dev/null @@ -1,260 +0,0 @@ -### -### land_use (25, 38) -### - -column_name dtype checkpoint -zone_id int64 input_checker -DISTRICT int64 input_checker -SD int64 input_checker -county_id int64 input_checker -TOTHH int64 input_checker -TOTPOP int64 input_checker -TOTACRE float64 input_checker -RESACRE float64 input_checker -CIACRE float64 input_checker -TOTEMP int64 input_checker -AGE0519 int64 input_checker -RETEMPN int64 input_checker -FPSEMPN int64 input_checker -HEREMPN int64 input_checker -OTHEMPN int64 input_checker -AGREMPN int64 input_checker -MWTEMPN int64 input_checker -PRKCST float64 input_checker -OPRKCST float64 input_checker -area_type int64 input_checker -HSENROLL float64 input_checker -COLLFTE float64 input_checker -COLLPTE float64 input_checker -TOPOLOGY int64 input_checker -TERMINAL float64 input_checker -_original_zone_id int64 input_checker -household_density float64 initialize_proto_population -employment_density float64 initialize_proto_population -density_index float64 initialize_proto_population -is_cbd bool initialize_proto_population -TOTENR_univ float64 initialize_proto_population -ext_work_share float64 initialize_proto_population -RETEMPN_scaled float64 initialize_proto_population -FPSEMPN_scaled float64 initialize_proto_population -HEREMPN_scaled float64 initialize_proto_population -OTHEMPN_scaled float64 initialize_proto_population -AGREMPN_scaled float64 initialize_proto_population -MWTEMPN_scaled float64 initialize_proto_population -TOTEMP_scaled float64 initialize_proto_population - -### -### accessibility (25, 10) -### - -column_name dtype checkpoint -zone_id int64 initialize_proto_population -auPkRetail float64 compute_accessibility -auPkTotal float64 compute_accessibility -auOpRetail float64 compute_accessibility -auOpTotal float64 compute_accessibility -trPkRetail float64 compute_accessibility -trPkTotal float64 compute_accessibility -trOpRetail float64 compute_accessibility -trOpTotal float64 compute_accessibility -nmRetail float64 compute_accessibility -nmTotal float64 compute_accessibility - -### -### households (100, 37) -### - -column_name dtype checkpoint -household_id int64 initialize_households -home_zone_id int64 initialize_households -income int64 initialize_households -hhsize int64 initialize_households -HHT int64 initialize_households -auto_ownership int32 initialize_households -num_workers int64 initialize_households -sample_rate float64 initialize_households -income_in_thousands float64 initialize_households -income_segment int32 initialize_households -median_value_of_time float64 initialize_households -hh_value_of_time float64 initialize_households -num_non_workers int64 initialize_households -num_drivers int8 initialize_households -num_adults int8 initialize_households -num_children int8 initialize_households -num_young_children int8 initialize_households -num_children_5_to_15 int8 initialize_households -num_children_16_to_17 int8 initialize_households -num_college_age int8 initialize_households -num_young_adults int8 initialize_households -non_family bool initialize_households -family bool initialize_households -home_is_urban bool initialize_households -home_is_rural bool initialize_households -hh_work_auto_savings_ratio float32 workplace_location -num_under16_not_at_school int8 cdap_simulate -num_travel_active int8 cdap_simulate -num_travel_active_adults int8 cdap_simulate -num_travel_active_preschoolers int8 cdap_simulate -num_travel_active_children int8 cdap_simulate -num_travel_active_non_preschoolers int8 cdap_simulate -participates_in_jtf_model bool cdap_simulate -school_escorting_outbound float64 school_escorting -school_escorting_inbound float64 school_escorting -school_escorting_outbound_cond float64 school_escorting -joint_tour_frequency category joint_tour_frequency -num_hh_joint_tours int8 joint_tour_frequency - -### -### persons (167, 63) -### - -column_name dtype checkpoint -person_id int64 initialize_households -household_id int64 initialize_households -age int64 initialize_households -PNUM int64 initialize_households -sex int64 initialize_households -pemploy int64 initialize_households -pstudent int64 initialize_households -ptype int64 initialize_households -age_16_to_19 bool initialize_households -age_16_p bool initialize_households -adult bool initialize_households -male bool initialize_households -female bool initialize_households -has_non_worker bool initialize_households -has_retiree bool initialize_households -has_preschool_kid bool initialize_households -has_driving_kid bool initialize_households -has_school_kid bool initialize_households -has_full_time bool initialize_households -has_part_time bool initialize_households -has_university bool initialize_households -student_is_employed bool initialize_households -nonstudent_to_school bool initialize_households -is_student bool initialize_households -is_gradeschool bool initialize_households -is_highschool bool initialize_households -is_university bool initialize_households -school_segment int8 initialize_households -is_worker bool initialize_households -home_zone_id int64 initialize_households -value_of_time float64 initialize_households -school_zone_id int32 school_location -school_location_logsum float64 school_location -distance_to_school float32 school_location -roundtrip_auto_time_to_school float32 school_location -workplace_zone_id int32 workplace_location -workplace_location_logsum float64 workplace_location -distance_to_work float32 workplace_location -workplace_in_cbd bool workplace_location -work_zone_area_type float64 workplace_location -roundtrip_auto_time_to_work float32 workplace_location -work_auto_savings float32 workplace_location -work_auto_savings_ratio float32 workplace_location -free_parking_at_work bool free_parking -cdap_activity category cdap_simulate -travel_active bool cdap_simulate -under16_not_at_school bool cdap_simulate -has_preschool_kid_at_home bool cdap_simulate -has_school_kid_at_home bool cdap_simulate -mandatory_tour_frequency category mandatory_tour_frequency -work_and_school_and_worker bool mandatory_tour_frequency -work_and_school_and_student bool mandatory_tour_frequency -num_mand int8 mandatory_tour_frequency -num_work_tours int8 mandatory_tour_frequency -num_joint_tours int8 joint_tour_participation -non_mandatory_tour_frequency int16 non_mandatory_tour_frequency -num_non_mand int8 non_mandatory_tour_frequency -num_escort_tours int8 non_mandatory_tour_frequency -num_eatout_tours int8 non_mandatory_tour_frequency -num_shop_tours int8 non_mandatory_tour_frequency -num_maint_tours int8 non_mandatory_tour_frequency -num_discr_tours int8 non_mandatory_tour_frequency -num_social_tours int8 non_mandatory_tour_frequency -num_non_escort_tours int8 non_mandatory_tour_frequency - -### -### tours (210, 30) -### - -column_name dtype checkpoint -tour_id int64 mandatory_tour_frequency -person_id int64 mandatory_tour_frequency -tour_type category mandatory_tour_frequency -tour_type_count int8 mandatory_tour_frequency -tour_type_num int8 mandatory_tour_frequency -tour_num int8 mandatory_tour_frequency -tour_count int8 mandatory_tour_frequency -tour_category category mandatory_tour_frequency -number_of_participants int64 mandatory_tour_frequency -destination float64 mandatory_tour_frequency -origin float64 mandatory_tour_frequency -household_id int64 mandatory_tour_frequency -start float64 mandatory_tour_scheduling -end float64 mandatory_tour_scheduling -duration float64 mandatory_tour_scheduling -school_esc_outbound category school_escorting -school_esc_inbound category school_escorting -num_escortees float64 school_escorting -tdd float64 mandatory_tour_scheduling -composition category joint_tour_composition -destination_logsum float64 joint_tour_destination -vehicle_occup_1 category vehicle_allocation -vehicle_occup_2 category vehicle_allocation -vehicle_occup_3.5 category vehicle_allocation -tour_mode category tour_mode_choice_simulate -mode_choice_logsum float64 tour_mode_choice_simulate -selected_vehicle object tour_mode_choice_simulate -atwork_subtour_frequency category atwork_subtour_frequency -parent_tour_id float64 atwork_subtour_frequency -stop_frequency object stop_frequency -primary_purpose category stop_frequency - -### -### trips (545, 16) -### - -column_name dtype checkpoint -trip_id int64 stop_frequency -person_id int64 stop_frequency -household_id int64 stop_frequency -primary_purpose category stop_frequency -trip_num int64 stop_frequency -outbound bool stop_frequency -trip_count int64 stop_frequency -destination int32 stop_frequency -origin int32 stop_frequency -tour_id int64 stop_frequency -escort_participants object stop_frequency -school_escort_direction category stop_frequency -purpose object trip_purpose -destination_logsum float64 trip_destination -depart int32 trip_scheduling -trip_mode category trip_mode_choice -mode_choice_logsum float64 trip_mode_choice - -### -### joint_tour_participants (7, 4) -### - -column_name dtype checkpoint -participant_id int64 joint_tour_participation -tour_id int64 joint_tour_participation -household_id int64 joint_tour_participation -person_id int64 joint_tour_participation -participant_num int64 joint_tour_participation - -### -### vehicles (40, 6) -### - -column_name dtype checkpoint -vehicle_id int64 vehicle_type_choice -household_id int64 vehicle_type_choice -vehicle_num int64 vehicle_type_choice -vehicle_type category vehicle_type_choice -auto_operating_cost float64 vehicle_type_choice -Range int64 vehicle_type_choice -MPG float64 vehicle_type_choice - diff --git a/activitysim/examples/prototype_mtc_extended/test/output_10/final_proto_disaggregate_accessibility.csv b/activitysim/examples/prototype_mtc_extended/test/output_10/final_proto_disaggregate_accessibility.csv deleted file mode 100644 index 126d3d31f..000000000 --- a/activitysim/examples/prototype_mtc_extended/test/output_10/final_proto_disaggregate_accessibility.csv +++ /dev/null @@ -1,901 +0,0 @@ -"proto_household_id","workplace_location_accessibility","othdiscr_accessibility","shopping_accessibility","educ","grade","military","pnum","pstudent","DAP","age","hours","pemploy","ptype","sex","weeks","age_16_to_19","age_16_p","adult","male","female","has_non_worker","has_retiree","has_preschool_kid","has_driving_kid","has_school_kid","has_full_time","has_part_time","has_university","student_is_employed","nonstudent_to_school","is_student","is_gradeschool","is_highschool","is_university","school_segment","is_worker","home_zone_id","value_of_time","HHT","auto_ownership","bldgsz","family","hh_value_of_time","hhsize","hinccat1","home_is_rural","home_is_urban","household_serial_no","hworkers","income","income_in_thousands","income_segment","median_value_of_time","non_family","num_adults","num_children","num_children_16_to_17","num_children_5_to_15","num_college_age","num_drivers","num_non_workers","num_workers","num_young_adults","num_young_children","persons","veh","DISTRICT","SD","county_id","TOTHH","TOTPOP","TOTACRE","RESACRE","CIACRE","TOTEMP","AGE0519","RETEMPN","FPSEMPN","HEREMPN","OTHEMPN","AGREMPN","MWTEMPN","PRKCST","OPRKCST","area_type","HSENROLL","COLLFTE","COLLPTE","TOPOLOGY","TERMINAL","_original_zone_id","household_density","employment_density","density_index","is_cbd","TOTENR_univ","ext_work_share","RETEMPN_scaled","FPSEMPN_scaled","HEREMPN_scaled","OTHEMPN_scaled","AGREMPN_scaled","MWTEMPN_scaled","TOTEMP_scaled","proto_person_id" -1,,14.719850002484344,13.400642301364444,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,0,3.6993862007536533,1,0,2,true,3.6993862007536533,1,1,false,true,1,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,46,82,20.3,1,15,27318,7,224,21927,2137,2254,18,758,284.01965,932.83514,0,0,0,0,3,5.89564,1,2.875,1707.375,2.8701670077474053,false,0,0.1,201.6,19734.3,1923.3,2028.6000000000001,16.2,682.2,24586.2,101 -2,,13.389709936456189,12.175629130056526,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,0,4.622160227939781,1,1,2,true,4.622160227939781,1,1,false,true,2,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,46,82,20.3,1,15,27318,7,224,21927,2137,2254,18,758,284.01965,932.83514,0,0,0,0,3,5.89564,1,2.875,1707.375,2.8701670077474053,false,0,0.1,201.6,19734.3,1923.3,2028.6000000000001,16.2,682.2,24586.2,202 -3,,13.509199697942472,12.23601950862529,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,0,6.426304397824429,1,2,2,true,6.426304397824429,1,1,false,true,3,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,46,82,20.3,1,15,27318,7,224,21927,2137,2254,18,758,284.01965,932.83514,0,0,0,0,3,5.89564,1,2.875,1707.375,2.8701670077474053,false,0,0.1,201.6,19734.3,1923.3,2028.6000000000001,16.2,682.2,24586.2,303 -4,,14.718282327471224,13.39075561490384,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,0,4.909464243276379,1,0,2,true,4.909464243276379,1,2,false,true,4,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,46,82,20.3,1,15,27318,7,224,21927,2137,2254,18,758,284.01965,932.83514,0,0,0,0,3,5.89564,1,2.875,1707.375,2.8701670077474053,false,0,0.1,201.6,19734.3,1923.3,2028.6000000000001,16.2,682.2,24586.2,404 -5,,13.489844995798485,12.139637095465222,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,0,4.126703457262647,1,1,2,true,4.126703457262647,1,2,false,true,5,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,46,82,20.3,1,15,27318,7,224,21927,2137,2254,18,758,284.01965,932.83514,0,0,0,0,3,5.89564,1,2.875,1707.375,2.8701670077474053,false,0,0.1,201.6,19734.3,1923.3,2028.6000000000001,16.2,682.2,24586.2,505 -6,,13.444274986245713,12.325277863416922,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,0,15.06183367561913,1,2,2,true,15.06183367561913,1,2,false,true,6,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,46,82,20.3,1,15,27318,7,224,21927,2137,2254,18,758,284.01965,932.83514,0,0,0,0,3,5.89564,1,2.875,1707.375,2.8701670077474053,false,0,0.1,201.6,19734.3,1923.3,2028.6000000000001,16.2,682.2,24586.2,606 -7,,14.547348516961343,13.145669406724942,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,0,2.1488191744937346,1,0,2,true,2.1488191744937346,1,3,false,true,7,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,46,82,20.3,1,15,27318,7,224,21927,2137,2254,18,758,284.01965,932.83514,0,0,0,0,3,5.89564,1,2.875,1707.375,2.8701670077474053,false,0,0.1,201.6,19734.3,1923.3,2028.6000000000001,16.2,682.2,24586.2,707 -8,,13.481706806439034,12.205898429239456,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,0,5.409323033229339,1,1,2,true,5.409323033229339,1,3,false,true,8,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,46,82,20.3,1,15,27318,7,224,21927,2137,2254,18,758,284.01965,932.83514,0,0,0,0,3,5.89564,1,2.875,1707.375,2.8701670077474053,false,0,0.1,201.6,19734.3,1923.3,2028.6000000000001,16.2,682.2,24586.2,808 -9,,13.549893138477694,12.202894686481244,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,0,6.66800064099047,1,2,2,true,6.66800064099047,1,3,false,true,9,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,46,82,20.3,1,15,27318,7,224,21927,2137,2254,18,758,284.01965,932.83514,0,0,0,0,3,5.89564,1,2.875,1707.375,2.8701670077474053,false,0,0.1,201.6,19734.3,1923.3,2028.6000000000001,16.2,682.2,24586.2,909 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-724,13.029311290014373,13.669184155250873,12.20866981638264,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,7,5.149128320921246,1,2,2,true,5.149128320921246,2,4,false,true,724,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,4582,9907,51,8.33042,15,4171,876,344,1413,1690,648,7,69,138.6747,529.59387,0,0,0,0,2,4.64648,8,196.39595000861536,178.7794647503131,93.5870567218022,false,0,0.1,309.6,1271.7,1521,583.2,6.3,62.1,3753.9,72436 -801,,14.844350961636525,13.640953849354558,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,8,10.021214279030778,1,0,2,true,10.021214279030778,1,1,false,true,801,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,5545,10171,112,9.79332,47,31248,1034,123,8750,9500,12434,4,437,181.05391,299.21539,0,26.92893,2035.58118,20.60887,2,5.22542,9,97.63472182996169,550.2055523431277,82.92038669699788,false,2056.1900499999997,0.1,110.7,7875,8550,11190.6,3.6,393.3,28123.2,80101 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-824,13.090865667315718,13.524135127780072,12.156771102792169,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,8,10.735209773841177,1,2,2,true,10.735209773841177,2,4,false,true,824,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,5545,10171,112,9.79332,47,31248,1034,123,8750,9500,12434,4,437,181.05391,299.21539,0,26.92893,2035.58118,20.60887,2,5.22542,9,97.63472182996169,550.2055523431277,82.92038669699788,false,2056.1900499999997,0.1,110.7,7875,8550,11190.6,3.6,393.3,28123.2,82436 -901,,14.487027844349873,13.299163293966505,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,9,3.4081181122950626,1,0,2,true,3.4081181122950626,1,1,false,true,901,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,90101 -902,,13.425681313459974,12.033540912202795,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,9,5.87728801489332,1,1,2,true,5.87728801489332,1,1,false,true,902,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,90202 -903,,13.440176839161818,11.889007472357136,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,9,1.67050582476568,1,2,2,true,1.67050582476568,1,1,false,true,903,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,90303 -904,,14.826332187343207,13.541237152753007,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,9,11.489690689023693,1,0,2,true,11.489690689023693,1,2,false,true,904,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,90404 -905,,13.622918087693904,12.173930355214464,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,9,22.330739855273976,1,1,2,true,22.330739855273976,1,2,false,true,905,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,90505 -906,,13.39172968925688,12.022770238453273,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,9,2.2624809504051413,1,2,2,true,2.2624809504051413,1,2,false,true,906,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,90606 -907,,14.514083870471733,13.218406449551784,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,9,4.890069580785217,1,0,2,true,4.890069580785217,1,3,false,true,907,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,90707 -908,,13.35750571092849,12.163056250460599,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,9,5.900875358985624,1,1,2,true,5.900875358985624,1,3,false,true,908,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,90808 -909,,13.456966323088725,12.039632169208035,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,9,4.198069551928481,1,2,2,true,4.198069551928481,1,3,false,true,909,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,90909 -910,,14.743534038725443,13.475486308813679,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,9,11.296058974138866,1,0,2,true,11.296058974138866,1,4,false,true,910,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,91010 -911,,13.404179174817584,12.008647421397576,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,9,1.6475400439894818,1,1,2,true,1.6475400439894818,1,4,false,true,911,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,91111 -912,,13.539607509335314,12.161491056186847,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,9,17.81827805485441,1,2,2,true,17.81827805485441,1,4,false,true,912,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,91212 -913,14.416526302317276,14.394476704996393,12.777582560659113,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,9,1.2699645506591486,1,0,2,true,1.2699645506591486,2,1,false,true,913,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,91313 -913,14.416526302317276,14.394476704996393,12.777582560659113,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,9,1.2699645506591486,1,0,2,true,1.2699645506591486,2,1,false,true,913,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,91314 -914,12.77459688651838,13.425309632933363,12.185571922003088,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,9,9.395033097462667,1,1,2,true,9.395033097462667,2,1,false,true,914,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,91415 -914,12.77459688651838,13.425309632933363,12.185571922003088,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,9,9.395033097462667,1,1,2,true,9.395033097462667,2,1,false,true,914,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,91416 -915,12.737599614564765,13.352676090237644,12.172126459065858,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,9,4.8269872759014,1,2,2,true,4.8269872759014,2,1,false,true,915,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,91517 -915,12.737599614564765,13.352676090237644,12.172126459065858,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,9,4.8269872759014,1,2,2,true,4.8269872759014,2,1,false,true,915,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,91518 -916,14.527909958497736,14.601120609511977,13.312688262776327,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,9,4.157586619627573,1,0,2,true,4.157586619627573,2,2,false,true,916,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,91619 -916,14.527909958497736,14.601120609511977,13.312688262776327,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,9,4.157586619627573,1,0,2,true,4.157586619627573,2,2,false,true,916,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,5344,9308,73.5,10.37666,35,11172,822,139,3157,3008,4622,1,245,90.6058,277.92566,0,0,690.54974,0,3,4.73802,10,117.76979619037628,246.20586883212647,79.66360880593872,false,690.54974,0.1,125.10000000000001,2841.3,2707.2000000000003,4159.8,0.9,220.5,10054.800000000001,91620 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-1107,,14.801317059514792,13.44320559711289,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,11,5.787148477913971,1,0,2,true,5.787148477913971,1,3,false,true,1107,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,110707 -1108,,13.508171399973254,12.256697571294337,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,11,4.016423287572171,1,1,2,true,4.016423287572171,1,3,false,true,1108,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,110808 -1109,,13.545239670352748,12.326568542742734,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,11,5.017319254697027,1,2,2,true,5.017319254697027,1,3,false,true,1109,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,110909 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-1111,,13.540324280666422,12.398971751973098,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,11,6.719371282503491,1,1,2,true,6.719371282503491,1,4,false,true,1111,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,111111 -1112,,13.642240692484162,12.377382458718127,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,11,25.339119474019476,1,2,2,true,25.339119474019476,1,4,false,true,1112,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,111212 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-1113,14.748419381621753,14.791991252726248,13.234767746873333,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,11,2.819409375015481,1,0,2,true,2.819409375015481,2,1,false,true,1113,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,111314 -1114,12.991677109240351,13.552856927467657,12.254399358054355,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,11,2.3871117179917296,1,1,2,true,2.3871117179917296,2,1,false,true,1114,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,111415 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-1115,13.07269146039508,13.595019904474796,12.325165005454505,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,11,5.012522108094158,1,2,2,true,5.012522108094158,2,1,false,true,1115,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,111517 -1115,13.07269146039508,13.595019904474796,12.325165005454505,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,11,5.012522108094158,1,2,2,true,5.012522108094158,2,1,false,true,1115,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,111518 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-1118,13.043459822211501,13.508244626779753,12.26715027591602,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,11,3.323707700969313,1,2,2,true,3.323707700969313,2,2,false,true,1118,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,111824 -1119,15.07414245704112,14.93144472381462,13.666260168950714,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,11,22.36181451118224,1,0,2,true,22.36181451118224,2,3,false,true,1119,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,111925 -1119,15.07414245704112,14.93144472381462,13.666260168950714,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,11,22.36181451118224,1,0,2,true,22.36181451118224,2,3,false,true,1119,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,111926 -1120,13.019558216498794,13.398047587987897,12.170918456996075,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,11,1.032832171916939,1,1,2,true,1.032832171916939,2,3,false,true,1120,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,112027 -1120,13.019558216498794,13.398047587987897,12.170918456996075,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,11,1.032832171916939,1,1,2,true,1.032832171916939,2,3,false,true,1120,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,112028 -1121,13.12054347087628,13.43437411698878,12.216851059982487,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,11,1.8359021413854497,1,2,2,true,1.8359021413854497,2,3,false,true,1121,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,112129 -1121,13.12054347087628,13.43437411698878,12.216851059982487,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,11,1.8359021413854497,1,2,2,true,1.8359021413854497,2,3,false,true,1121,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,112130 -1122,15.127603437380044,14.886536195999424,13.621597498306706,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,11,9.658168834019811,1,0,2,true,9.658168834019811,2,4,false,true,1122,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,112231 -1122,15.127603437380044,14.886536195999424,13.621597498306706,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,11,9.658168834019811,1,0,2,true,9.658168834019811,2,4,false,true,1122,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,112232 -1123,13.386677109938187,13.659391209150375,12.347884423311857,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,11,27.86165498173045,1,1,2,true,27.86165498173045,2,4,false,true,1123,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,112333 -1123,13.386677109938187,13.659391209150375,12.347884423311857,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,11,27.86165498173045,1,1,2,true,27.86165498173045,2,4,false,true,1123,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,112334 -1124,13.332805097862341,13.615499911363633,12.347980424801131,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,11,19.803560498984016,1,2,2,true,19.803560498984016,2,4,false,true,1124,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,112435 -1124,13.332805097862341,13.615499911363633,12.347980424801131,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,11,19.803560498984016,1,2,2,true,19.803560498984016,2,4,false,true,1124,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,793,1207,53.3,1,16,15184,15,537,5932,4702,3699,13,301,203.38792,893.98761,0,0,3434.2146,2376.73853,3,5.46202,12,46.64705882352941,893.1764705882352,44.33178576556742,false,5810.95313,0.1,483.3,5338.8,4231.8,3329.1,11.700000000000001,270.90000000000003,13665.6,112436 -1201,,14.763954260780972,13.028971715996486,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,12,1.7080116675041466,1,0,2,true,1.7080116675041466,1,1,false,true,1201,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,102,166,26.5,1,19.79609,20289,2,792,15418,2402,1485,5,187,202.04991,888.1063800000001,0,348.71741000000003,1719.16077,3824.83545,3,5.51319,13,4.904768155937005,975.6160893706461,4.880233491040455,false,5543.99622,0.1,712.8000000000001,13876.2,2161.8,1336.5,4.5,168.3,18260.100000000002,120101 -1202,,13.597047924873326,12.301645416392896,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,12,13.979540544423983,1,1,2,true,13.979540544423983,1,1,false,true,1202,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,102,166,26.5,1,19.79609,20289,2,792,15418,2402,1485,5,187,202.04991,888.1063800000001,0,348.71741000000003,1719.16077,3824.83545,3,5.51319,13,4.904768155937005,975.6160893706461,4.880233491040455,false,5543.99622,0.1,712.8000000000001,13876.2,2161.8,1336.5,4.5,168.3,18260.100000000002,120202 -1203,,13.530947785486639,12.299349467962935,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,12,6.462852940191803,1,2,2,true,6.462852940191803,1,1,false,true,1203,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,102,166,26.5,1,19.79609,20289,2,792,15418,2402,1485,5,187,202.04991,888.1063800000001,0,348.71741000000003,1719.16077,3824.83545,3,5.51319,13,4.904768155937005,975.6160893706461,4.880233491040455,false,5543.99622,0.1,712.8000000000001,13876.2,2161.8,1336.5,4.5,168.3,18260.100000000002,120303 -1204,,14.786323938331714,13.485697193170434,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,12,6.920896425999709,1,0,2,true,6.920896425999709,1,2,false,true,1204,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,102,166,26.5,1,19.79609,20289,2,792,15418,2402,1485,5,187,202.04991,888.1063800000001,0,348.71741000000003,1719.16077,3824.83545,3,5.51319,13,4.904768155937005,975.6160893706461,4.880233491040455,false,5543.99622,0.1,712.8000000000001,13876.2,2161.8,1336.5,4.5,168.3,18260.100000000002,120404 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-1221,13.200689401743134,13.564154200520454,12.329873930458831,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,12,15.89802535127935,1,2,2,true,15.89802535127935,2,3,false,true,1221,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,102,166,26.5,1,19.79609,20289,2,792,15418,2402,1485,5,187,202.04991,888.1063800000001,0,348.71741000000003,1719.16077,3824.83545,3,5.51319,13,4.904768155937005,975.6160893706461,4.880233491040455,false,5543.99622,0.1,712.8000000000001,13876.2,2161.8,1336.5,4.5,168.3,18260.100000000002,122130 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-1222,15.141735068527774,14.830269784442137,13.394683064001613,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,12,7.020287425500939,1,0,2,true,7.020287425500939,2,4,false,true,1222,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,102,166,26.5,1,19.79609,20289,2,792,15418,2402,1485,5,187,202.04991,888.1063800000001,0,348.71741000000003,1719.16077,3824.83545,3,5.51319,13,4.904768155937005,975.6160893706461,4.880233491040455,false,5543.99622,0.1,712.8000000000001,13876.2,2161.8,1336.5,4.5,168.3,18260.100000000002,122232 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-1401,,14.427368723882928,13.098789755693534,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,14,2.9835270215658998,1,0,2,true,2.9835270215658998,1,1,false,true,1401,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,140101 -1402,,13.220537941365645,12.171031175138612,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,14,2.0754734624456046,1,1,2,true,2.0754734624456046,1,1,false,true,1402,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,140202 -1403,,13.389702407089356,12.21413398737677,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,14,3.5551624168411964,1,2,2,true,3.5551624168411964,1,1,false,true,1403,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,140303 -1404,,14.862322170358715,13.679941526626468,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,14,16.375047708231584,1,0,2,true,16.375047708231584,1,2,false,true,1404,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,140404 -1405,,13.294796733859544,12.121742650646725,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,14,3.5135086399273665,1,1,2,true,3.5135086399273665,1,2,false,true,1405,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,140505 -1406,,13.26780997242658,12.140737773965666,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,14,1.4933025157478792,1,2,2,true,1.4933025157478792,1,2,false,true,1406,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,140606 -1407,,14.315791243529247,12.73922084071247,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,14,1.688933042229078,1,0,2,true,1.688933042229078,1,3,false,true,1407,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,140707 -1408,,13.485621925227582,12.242783652195875,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,14,8.997593798750682,1,1,2,true,8.997593798750682,1,3,false,true,1408,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,140808 -1409,,13.40957646805871,12.249747031331003,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,14,13.886444836353604,1,2,2,true,13.886444836353604,1,3,false,true,1409,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,140909 -1410,,14.69087460034908,13.489017590250715,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,14,6.852679359488273,1,0,2,true,6.852679359488273,1,4,false,true,1410,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,141010 -1411,,13.38704340990121,12.233662713064685,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,14,8.154478418226141,1,1,2,true,8.154478418226141,1,4,false,true,1411,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,141111 -1412,,13.383640807839432,12.243943353611145,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,14,6.168779826521486,1,2,2,true,6.168779826521486,1,4,false,true,1412,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,141212 -1413,14.954973499570716,14.88368702971909,13.737323993707724,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,14,24.756703815304302,1,0,2,true,24.756703815304302,2,1,false,true,1413,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,141313 -1413,14.954973499570716,14.88368702971909,13.737323993707724,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,14,24.756703815304302,1,0,2,true,24.756703815304302,2,1,false,true,1413,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,141314 -1414,13.04135907773122,13.401500331755164,12.129730029209693,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,14,7.068258137820791,1,1,2,true,7.068258137820791,2,1,false,true,1414,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,141415 -1414,13.04135907773122,13.401500331755164,12.129730029209693,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,14,7.068258137820791,1,1,2,true,7.068258137820791,2,1,false,true,1414,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,141416 -1415,13.029080807623535,13.372108870333294,12.27410551418512,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,14,8.497997221041365,1,2,2,true,8.497997221041365,2,1,false,true,1415,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,141517 -1415,13.029080807623535,13.372108870333294,12.27410551418512,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,14,8.497997221041365,1,2,2,true,8.497997221041365,2,1,false,true,1415,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,141518 -1416,14.786876081991233,14.595022728499972,13.3222420558754,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,14,5.744790332238042,1,0,2,true,5.744790332238042,2,2,false,true,1416,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,141619 -1416,14.786876081991233,14.595022728499972,13.3222420558754,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,14,5.744790332238042,1,0,2,true,5.744790332238042,2,2,false,true,1416,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,141620 -1417,12.955653214539744,13.428522184114314,12.202018292640574,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,14,4.724820535562934,1,1,2,true,4.724820535562934,2,2,false,true,1417,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,141721 -1417,12.955653214539744,13.428522184114314,12.202018292640574,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,14,4.724820535562934,1,1,2,true,4.724820535562934,2,2,false,true,1417,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,141722 -1418,12.963229835913666,13.333716654902886,12.133559436308975,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,14,2.4910154835852163,1,2,2,true,2.4910154835852163,2,2,false,true,1418,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,141823 -1418,12.963229835913666,13.333716654902886,12.133559436308975,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,14,2.4910154835852163,1,2,2,true,2.4910154835852163,2,2,false,true,1418,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,141824 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-1419,14.861673178500478,14.43691965077118,13.155213955878526,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,14,3.748176007766105,1,0,2,true,3.748176007766105,2,3,false,true,1419,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,141926 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-1420,13.03788924443775,13.267090570771053,12.086439840841495,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,14,3.9721742661406894,1,1,2,true,3.9721742661406894,2,3,false,true,1420,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,142028 -1421,12.941416286651966,13.236344676594728,12.025969955787513,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,14,1.4310582649505923,1,2,2,true,1.4310582649505923,2,3,false,true,1421,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,142129 -1421,12.941416286651966,13.236344676594728,12.025969955787513,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,14,1.4310582649505923,1,2,2,true,1.4310582649505923,2,3,false,true,1421,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,142130 -1422,15.103705283292477,14.75512780353022,13.465488864771245,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,14,8.814364772619667,1,0,2,true,8.814364772619667,2,4,false,true,1422,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,142231 -1422,15.103705283292477,14.75512780353022,13.465488864771245,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,14,8.814364772619667,1,0,2,true,8.814364772619667,2,4,false,true,1422,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,142232 -1423,13.250824840618728,13.398120165474596,12.17306914408397,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,14,7.983480603366991,1,1,2,true,7.983480603366991,2,4,false,true,1423,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,142333 -1423,13.250824840618728,13.398120165474596,12.17306914408397,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,14,7.983480603366991,1,1,2,true,7.983480603366991,2,4,false,true,1423,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,142334 -1424,13.365919295132683,13.562298467257168,12.295467290547128,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,14,43.523236255403134,1,2,2,true,43.523236255403134,2,4,false,true,1424,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,142435 -1424,13.365919295132683,13.562298467257168,12.295467290547128,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,14,43.523236255403134,1,2,2,true,43.523236255403134,2,4,false,true,1424,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,279,470,28.5,3,14,16111,6,151,11256,2005,2175,9,515,262.41342000000003,1085.43726,0,0,0,0,3,5.5902400000000005,15,16.41176470588235,947.7058823529412,16.13239421454976,false,0,0.1,135.9,10130.4,1804.5,1957.5,8.1,463.5,14499.9,142436 -1501,,14.342670100073768,13.026497123563036,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,15,2.901012016954405,1,0,2,true,2.901012016954405,1,1,false,true,1501,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,6164,10272,123.4,13.73247,72,23407,279,2791,11982,4588,3569,65,412,164.00706,532.0228900000001,0,0,0,0,2,4.75017,16,71.8980801556283,273.02374467923295,56.91110757846511,false,0,0.1,2511.9,10783.800000000001,4129.2,3212.1,58.5,370.8,21066.3,150101 -1502,,13.230884434587201,12.077619916929404,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,15,1.5056768392228772,1,1,2,true,1.5056768392228772,1,1,false,true,1502,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,6164,10272,123.4,13.73247,72,23407,279,2791,11982,4588,3569,65,412,164.00706,532.0228900000001,0,0,0,0,2,4.75017,16,71.8980801556283,273.02374467923295,56.91110757846511,false,0,0.1,2511.9,10783.800000000001,4129.2,3212.1,58.5,370.8,21066.3,150202 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-1504,,14.822332285696849,13.63760276031174,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,15,21.72292739833604,1,0,2,true,21.72292739833604,1,2,false,true,1504,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,6164,10272,123.4,13.73247,72,23407,279,2791,11982,4588,3569,65,412,164.00706,532.0228900000001,0,0,0,0,2,4.75017,16,71.8980801556283,273.02374467923295,56.91110757846511,false,0,0.1,2511.9,10783.800000000001,4129.2,3212.1,58.5,370.8,21066.3,150404 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-1506,,13.461267923024423,12.29427964087565,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,15,6.87913969689055,1,2,2,true,6.87913969689055,1,2,false,true,1506,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,6164,10272,123.4,13.73247,72,23407,279,2791,11982,4588,3569,65,412,164.00706,532.0228900000001,0,0,0,0,2,4.75017,16,71.8980801556283,273.02374467923295,56.91110757846511,false,0,0.1,2511.9,10783.800000000001,4129.2,3212.1,58.5,370.8,21066.3,150606 -1507,,14.79478012334144,13.629920839097363,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,15,17.458605470163793,1,0,2,true,17.458605470163793,1,3,false,true,1507,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,6164,10272,123.4,13.73247,72,23407,279,2791,11982,4588,3569,65,412,164.00706,532.0228900000001,0,0,0,0,2,4.75017,16,71.8980801556283,273.02374467923295,56.91110757846511,false,0,0.1,2511.9,10783.800000000001,4129.2,3212.1,58.5,370.8,21066.3,150707 -1508,,13.534089164602713,12.308414796082236,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,15,9.380807651596761,1,1,2,true,9.380807651596761,1,3,false,true,1508,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,6164,10272,123.4,13.73247,72,23407,279,2791,11982,4588,3569,65,412,164.00706,532.0228900000001,0,0,0,0,2,4.75017,16,71.8980801556283,273.02374467923295,56.91110757846511,false,0,0.1,2511.9,10783.800000000001,4129.2,3212.1,58.5,370.8,21066.3,150808 -1509,,13.550871622842836,12.288897726842933,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,15,8.137103409946409,1,2,2,true,8.137103409946409,1,3,false,true,1509,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,6164,10272,123.4,13.73247,72,23407,279,2791,11982,4588,3569,65,412,164.00706,532.0228900000001,0,0,0,0,2,4.75017,16,71.8980801556283,273.02374467923295,56.91110757846511,false,0,0.1,2511.9,10783.800000000001,4129.2,3212.1,58.5,370.8,21066.3,150909 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-1524,13.219948642680368,13.459918840259672,12.216023430265519,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,15,6.806437779974391,1,2,2,true,6.806437779974391,2,4,false,true,1524,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,6164,10272,123.4,13.73247,72,23407,279,2791,11982,4588,3569,65,412,164.00706,532.0228900000001,0,0,0,0,2,4.75017,16,71.8980801556283,273.02374467923295,56.91110757846511,false,0,0.1,2511.9,10783.800000000001,4129.2,3212.1,58.5,370.8,21066.3,152435 -1524,13.219948642680368,13.459918840259672,12.216023430265519,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,15,6.806437779974391,1,2,2,true,6.806437779974391,2,4,false,true,1524,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,6164,10272,123.4,13.73247,72,23407,279,2791,11982,4588,3569,65,412,164.00706,532.0228900000001,0,0,0,0,2,4.75017,16,71.8980801556283,273.02374467923295,56.91110757846511,false,0,0.1,2511.9,10783.800000000001,4129.2,3212.1,58.5,370.8,21066.3,152436 -1601,,14.646831964564269,13.50352296134404,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,16,7.205421565761737,1,0,2,true,7.205421565761737,1,1,false,true,1601,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,160101 -1602,,13.361586446331895,12.191698037688266,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,16,6.135434964059372,1,1,2,true,6.135434964059372,1,1,false,true,1602,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,160202 -1603,,13.264379993455888,12.18033735421645,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,16,3.699566719703744,1,2,2,true,3.699566719703744,1,1,false,true,1603,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,160303 -1604,,14.438607556267621,13.340581746159078,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,16,3.6760129183500903,1,0,2,true,3.6760129183500903,1,2,false,true,1604,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,160404 -1605,,13.39873406972382,12.253600080072957,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,16,9.10921974134837,1,1,2,true,9.10921974134837,1,2,false,true,1605,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,160505 -1606,,13.313123846142739,12.140622024146229,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,16,10.004425428358644,1,2,2,true,10.004425428358644,1,2,false,true,1606,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,160606 -1607,,14.392010587562789,13.272254676629743,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,16,3.703729444991227,1,0,2,true,3.703729444991227,1,3,false,true,1607,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,160707 -1608,,13.365306867361959,12.274465928947475,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,16,12.970543822976051,1,1,2,true,12.970543822976051,1,3,false,true,1608,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,160808 -1609,,13.48435770427668,12.13211861916074,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,16,7.505650075985956,1,2,2,true,7.505650075985956,1,3,false,true,1609,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,160909 -1610,,14.661920838937142,13.710113356234658,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,16,15.542683597205045,1,0,2,true,15.542683597205045,1,4,false,true,1610,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,161010 -1611,,13.361964760503124,12.163094065376416,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,16,8.113209669414692,1,1,2,true,8.113209669414692,1,4,false,true,1611,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,161111 -1612,,13.303832078818742,12.201567855187923,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,16,7.253095718806721,1,2,2,true,7.253095718806721,1,4,false,true,1612,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,161212 -1613,14.383213722115242,14.169858665344854,13.018752328222737,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,16,1.9210497547189749,1,0,2,true,1.9210497547189749,2,1,false,true,1613,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,161313 -1613,14.383213722115242,14.169858665344854,13.018752328222737,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,16,1.9210497547189749,1,0,2,true,1.9210497547189749,2,1,false,true,1613,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,161314 -1614,12.799957201015065,13.316721468302635,12.232207758229924,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,16,8.054623718823027,1,1,2,true,8.054623718823027,2,1,false,true,1614,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,161415 -1614,12.799957201015065,13.316721468302635,12.232207758229924,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,16,8.054623718823027,1,1,2,true,8.054623718823027,2,1,false,true,1614,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,161416 -1615,12.744648237277339,13.242860102265617,12.128763572171316,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,16,4.260054590202438,1,2,2,true,4.260054590202438,2,1,false,true,1615,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,161517 -1615,12.744648237277339,13.242860102265617,12.128763572171316,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,16,4.260054590202438,1,2,2,true,4.260054590202438,2,1,false,true,1615,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,161518 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-1616,14.588567317719596,14.591777876283876,13.556303257542872,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,16,7.06670273084727,1,0,2,true,7.06670273084727,2,2,false,true,1616,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,161620 -1617,12.600309194271542,13.305418450858747,12.120355527948334,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,16,1.7974790592774643,1,1,2,true,1.7974790592774643,2,2,false,true,1617,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,161721 -1617,12.600309194271542,13.305418450858747,12.120355527948334,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,16,1.7974790592774643,1,1,2,true,1.7974790592774643,2,2,false,true,1617,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,161722 -1618,12.765728190466364,13.36704787591977,12.199009464193841,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,16,6.151450469443547,1,2,2,true,6.151450469443547,2,2,false,true,1618,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,161823 -1618,12.765728190466364,13.36704787591977,12.199009464193841,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,16,6.151450469443547,1,2,2,true,6.151450469443547,2,2,false,true,1618,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,161824 -1619,14.45476750372489,14.119622226708712,12.852629117742572,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,16,1.166918297261807,1,0,2,true,1.166918297261807,2,3,false,true,1619,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,161925 -1619,14.45476750372489,14.119622226708712,12.852629117742572,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,16,1.166918297261807,1,0,2,true,1.166918297261807,2,3,false,true,1619,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,161926 -1620,12.999909169008887,13.478882868760394,12.261822532338108,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,16,14.953103500820756,1,1,2,true,14.953103500820756,2,3,false,true,1620,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,162027 -1620,12.999909169008887,13.478882868760394,12.261822532338108,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,16,14.953103500820756,1,1,2,true,14.953103500820756,2,3,false,true,1620,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,162028 -1621,12.89666696619704,13.333350428195468,12.146260406761767,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,16,4.79708286672637,1,2,2,true,4.79708286672637,2,3,false,true,1621,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,162129 -1621,12.89666696619704,13.333350428195468,12.146260406761767,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,16,4.79708286672637,1,2,2,true,4.79708286672637,2,3,false,true,1621,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,162130 -1622,14.963674825882729,14.80475343639206,13.873036177032427,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,16,42.721261101579024,1,0,2,true,42.721261101579024,2,4,false,true,1622,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,162231 -1622,14.963674825882729,14.80475343639206,13.873036177032427,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,16,42.721261101579024,1,0,2,true,42.721261101579024,2,4,false,true,1622,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,162232 -1623,13.127708545344593,13.297326480998015,12.222862295866857,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,16,19.433583542009778,1,1,2,true,19.433583542009778,2,4,false,true,1623,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,162333 -1623,13.127708545344593,13.297326480998015,12.222862295866857,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,16,19.433583542009778,1,1,2,true,19.433583542009778,2,4,false,true,1623,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,162334 -1624,13.010060059509227,13.352667721365115,12.14849666754179,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,16,3.7382848337980854,1,2,2,true,3.7382848337980854,2,4,false,true,1624,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,162435 -1624,13.010060059509227,13.352667721365115,12.14849666754179,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,16,3.7382848337980854,1,2,2,true,3.7382848337980854,2,4,false,true,1624,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,4075,7119,152.3,23.84518,36,9077,193,287,3374,1494,3691,5,226,109,477,1,0,0,0,1,4.58156,17,68.09236767271817,151.67470462951235,46.99470965368482,true,0,0.1,258.3,3036.6,1344.6000000000001,3321.9,4.5,203.4,8169.3,162436 -1701,,14.07016512182869,12.77999220077074,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,17,1.7285262874123404,1,0,2,true,1.7285262874123404,1,1,false,true,1701,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,1034,2069,107.3,2.09941,50,6772,137,326,2273,1250,2431,25,467,95,273,1,0,0,0,3,4.1701,18,19.846673887477806,129.98227811025114,17.217739631821637,true,0,0.1,293.40000000000003,2045.7,1125,2187.9,22.5,420.3,6094.8,170101 -1702,,13.252871114106126,12.032334068401902,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,17,3.4921850717712046,1,1,2,true,3.4921850717712046,1,1,false,true,1702,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,1034,2069,107.3,2.09941,50,6772,137,326,2273,1250,2431,25,467,95,273,1,0,0,0,3,4.1701,18,19.846673887477806,129.98227811025114,17.217739631821637,true,0,0.1,293.40000000000003,2045.7,1125,2187.9,22.5,420.3,6094.8,170202 -1703,,13.186043417977178,12.103291346783442,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,17,6.659337179919544,1,2,2,true,6.659337179919544,1,1,false,true,1703,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,1034,2069,107.3,2.09941,50,6772,137,326,2273,1250,2431,25,467,95,273,1,0,0,0,3,4.1701,18,19.846673887477806,129.98227811025114,17.217739631821637,true,0,0.1,293.40000000000003,2045.7,1125,2187.9,22.5,420.3,6094.8,170303 -1704,,14.241359692161744,13.225598925164396,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,17,6.006227360831371,1,0,2,true,6.006227360831371,1,2,false,true,1704,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,1034,2069,107.3,2.09941,50,6772,137,326,2273,1250,2431,25,467,95,273,1,0,0,0,3,4.1701,18,19.846673887477806,129.98227811025114,17.217739631821637,true,0,0.1,293.40000000000003,2045.7,1125,2187.9,22.5,420.3,6094.8,170404 -1705,,12.96819182658704,11.977291993205636,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,17,1.0427333014234188,1,1,2,true,1.0427333014234188,1,2,false,true,1705,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,1034,2069,107.3,2.09941,50,6772,137,326,2273,1250,2431,25,467,95,273,1,0,0,0,3,4.1701,18,19.846673887477806,129.98227811025114,17.217739631821637,true,0,0.1,293.40000000000003,2045.7,1125,2187.9,22.5,420.3,6094.8,170505 -1706,,13.080989712408119,11.736079749698739,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,17,1,1,2,2,true,1,1,2,false,true,1706,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,1034,2069,107.3,2.09941,50,6772,137,326,2273,1250,2431,25,467,95,273,1,0,0,0,3,4.1701,18,19.846673887477806,129.98227811025114,17.217739631821637,true,0,0.1,293.40000000000003,2045.7,1125,2187.9,22.5,420.3,6094.8,170606 -1707,,14.524363628559463,13.38285872607637,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,17,12.624295412430957,1,0,2,true,12.624295412430957,1,3,false,true,1707,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,1034,2069,107.3,2.09941,50,6772,137,326,2273,1250,2431,25,467,95,273,1,0,0,0,3,4.1701,18,19.846673887477806,129.98227811025114,17.217739631821637,true,0,0.1,293.40000000000003,2045.7,1125,2187.9,22.5,420.3,6094.8,170707 -1708,,13.285208171908335,12.218739900005636,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,17,48.961542186919885,1,1,2,true,48.961542186919885,1,3,false,true,1708,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,1034,2069,107.3,2.09941,50,6772,137,326,2273,1250,2431,25,467,95,273,1,0,0,0,3,4.1701,18,19.846673887477806,129.98227811025114,17.217739631821637,true,0,0.1,293.40000000000003,2045.7,1125,2187.9,22.5,420.3,6094.8,170808 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-1724,12.985561417599675,13.240036965817275,12.158880029719946,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,17,13.348949632522523,1,2,2,true,13.348949632522523,2,4,false,true,1724,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,1034,2069,107.3,2.09941,50,6772,137,326,2273,1250,2431,25,467,95,273,1,0,0,0,3,4.1701,18,19.846673887477806,129.98227811025114,17.217739631821637,true,0,0.1,293.40000000000003,2045.7,1125,2187.9,22.5,420.3,6094.8,172435 -1724,12.985561417599675,13.240036965817275,12.158880029719946,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,17,13.348949632522523,1,2,2,true,13.348949632522523,2,4,false,true,1724,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,1034,2069,107.3,2.09941,50,6772,137,326,2273,1250,2431,25,467,95,273,1,0,0,0,3,4.1701,18,19.846673887477806,129.98227811025114,17.217739631821637,true,0,0.1,293.40000000000003,2045.7,1125,2187.9,22.5,420.3,6094.8,172436 -1801,,13.88036574885896,12.95613361346815,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,18,4.937860301659766,1,0,2,true,4.937860301659766,1,1,false,true,1801,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,180101 -1802,,12.892740173265214,11.66009795556273,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,18,1,1,1,2,true,1,1,1,false,true,1802,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,180202 -1803,,13.082724226063107,11.9841776035275,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,18,11.088030926477755,1,2,2,true,11.088030926477755,1,1,false,true,1803,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,180303 -1804,,13.820025741223438,12.379313071613552,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,18,2.479686719937373,1,0,2,true,2.479686719937373,1,2,false,true,1804,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,180404 -1805,,13.019536561394192,11.984814636025911,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,18,3.0824370508823273,1,1,2,true,3.0824370508823273,1,2,false,true,1805,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,180505 -1806,,13.199127381975517,12.06378084104569,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,18,9.509158502340076,1,2,2,true,9.509158502340076,1,2,false,true,1806,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,180606 -1807,,13.756825433272978,12.514725247684721,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,18,3.302924694387936,1,0,2,true,3.302924694387936,1,3,false,true,1807,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,180707 -1808,,13.05280715681652,12.076761745645564,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,18,45.60620330020868,1,1,2,true,45.60620330020868,1,3,false,true,1808,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,180808 -1809,,13.013316353239565,11.77067748932648,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,18,2.037272712144381,1,2,2,true,2.037272712144381,1,3,false,true,1809,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,180909 -1810,,13.896398627888715,12.838164227809537,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,18,4.16238298383436,1,0,2,true,4.16238298383436,1,4,false,true,1810,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,181010 -1811,,13.194858931277345,11.950203275941623,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,18,5.17715517303454,1,1,2,true,5.17715517303454,1,4,false,true,1811,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,181111 -1812,,12.905722500884718,11.796041357724707,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,18,2.6416184537842513,1,2,2,true,2.6416184537842513,1,4,false,true,1812,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,181212 -1813,13.952873638852097,13.788652240462486,12.536853317044557,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,18,2.4721440967468937,1,0,2,true,2.4721440967468937,2,1,false,true,1813,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,181313 -1813,13.952873638852097,13.788652240462486,12.536853317044557,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,18,2.4721440967468937,1,0,2,true,2.4721440967468937,2,1,false,true,1813,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,181314 -1814,12.285947187241435,13.073261281552337,12.053977927423587,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,18,5.888309570138508,1,1,2,true,5.888309570138508,2,1,false,true,1814,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,181415 -1814,12.285947187241435,13.073261281552337,12.053977927423587,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,18,5.888309570138508,1,1,2,true,5.888309570138508,2,1,false,true,1814,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,181416 -1815,12.401765537362373,13.1496825415804,11.992354587007338,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,18,10.963683974378736,1,2,2,true,10.963683974378736,2,1,false,true,1815,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,181517 -1815,12.401765537362373,13.1496825415804,11.992354587007338,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,18,10.963683974378736,1,2,2,true,10.963683974378736,2,1,false,true,1815,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,181518 -1816,14.01834505420675,13.985585622836089,12.718479141712665,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,18,3.2441757274070415,1,0,2,true,3.2441757274070415,2,2,false,true,1816,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,181619 -1816,14.01834505420675,13.985585622836089,12.718479141712665,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,18,3.2441757274070415,1,0,2,true,3.2441757274070415,2,2,false,true,1816,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,181620 -1817,12.308073221714446,13.041590203853087,12.000326669835035,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,18,4.759577823088937,1,1,2,true,4.759577823088937,2,2,false,true,1817,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,181721 -1817,12.308073221714446,13.041590203853087,12.000326669835035,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,18,4.759577823088937,1,1,2,true,4.759577823088937,2,2,false,true,1817,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,181722 -1818,12.411483991199841,13.100370754548809,12.018847890768038,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,18,9.320167309525594,1,2,2,true,9.320167309525594,2,2,false,true,1818,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,181823 -1818,12.411483991199841,13.100370754548809,12.018847890768038,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,18,9.320167309525594,1,2,2,true,9.320167309525594,2,2,false,true,1818,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,181824 -1819,14.566845789062702,14.353911726907427,13.272442785760232,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,18,18.132782963388635,1,0,2,true,18.132782963388635,2,3,false,true,1819,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,181925 -1819,14.566845789062702,14.353911726907427,13.272442785760232,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,18,18.132782963388635,1,0,2,true,18.132782963388635,2,3,false,true,1819,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,181926 -1820,12.705664830208914,13.142396451486322,12.009114004973501,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,18,16.43855305779767,1,1,2,true,16.43855305779767,2,3,false,true,1820,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,182027 -1820,12.705664830208914,13.142396451486322,12.009114004973501,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,18,16.43855305779767,1,1,2,true,16.43855305779767,2,3,false,true,1820,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,182028 -1821,12.465423123311986,13.074689411890224,11.947804050174975,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,18,4.226236412758333,1,2,2,true,4.226236412758333,2,3,false,true,1821,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,182129 -1821,12.465423123311986,13.074689411890224,11.947804050174975,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,18,4.226236412758333,1,2,2,true,4.226236412758333,2,3,false,true,1821,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,182130 -1822,14.552765389355962,14.132897251878134,12.97225426009901,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,18,7.623427472669919,1,0,2,true,7.623427472669919,2,4,false,true,1822,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,182231 -1822,14.552765389355962,14.132897251878134,12.97225426009901,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,18,7.623427472669919,1,0,2,true,7.623427472669919,2,4,false,true,1822,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,182232 -1823,12.760925626759143,13.10424923861985,11.979892160209754,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,18,7.822894140081926,1,1,2,true,7.822894140081926,2,4,false,true,1823,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,182333 -1823,12.760925626759143,13.10424923861985,11.979892160209754,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,18,7.822894140081926,1,1,2,true,7.822894140081926,2,4,false,true,1823,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,182334 -1824,12.80916882144344,13.165314446366253,11.955606034618665,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,18,16.34025649830345,1,2,2,true,16.34025649830345,2,4,false,true,1824,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,182435 -1824,12.80916882144344,13.165314446366253,11.955606034618665,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,18,16.34025649830345,1,2,2,true,16.34025649830345,2,4,false,true,1824,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,843,1608,125.4,14.19946,74,10248,106,929,2892,1130,4388,0,909,82.00709,225.01944,1,0,0,0,3,4.1848,19,9.557881646894437,116.19118756509393,8.831410253121827,true,0,0.1,836.1,2602.8,1017,3949.2000000000003,0,818.1,9223.2,182436 -1901,,14.67448311256515,13.45358626082903,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,19,12.22635983078732,1,0,2,true,12.22635983078732,1,1,false,true,1901,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,2006,3691,98.3,15.35359,35,3610,210,274,995,1046,903,0,392,82,225,1,0,0,0,3,3.99027,20,39.838271710120374,71.69300143246987,25.608290753834503,true,0,0.1,246.6,895.5,941.4,812.7,0,352.8,3249,190101 -1902,,13.333651142048552,12.169722626861212,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,19,7.042757970133572,1,1,2,true,7.042757970133572,1,1,false,true,1902,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,2006,3691,98.3,15.35359,35,3610,210,274,995,1046,903,0,392,82,225,1,0,0,0,3,3.99027,20,39.838271710120374,71.69300143246987,25.608290753834503,true,0,0.1,246.6,895.5,941.4,812.7,0,352.8,3249,190202 -1903,,13.385094894760533,12.061871727322988,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,19,9.750371778812884,1,2,2,true,9.750371778812884,1,1,false,true,1903,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,2006,3691,98.3,15.35359,35,3610,210,274,995,1046,903,0,392,82,225,1,0,0,0,3,3.99027,20,39.838271710120374,71.69300143246987,25.608290753834503,true,0,0.1,246.6,895.5,941.4,812.7,0,352.8,3249,190303 -1904,,14.572547862914622,13.478119547902894,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,19,10.849194592314026,1,0,2,true,10.849194592314026,1,2,false,true,1904,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,2006,3691,98.3,15.35359,35,3610,210,274,995,1046,903,0,392,82,225,1,0,0,0,3,3.99027,20,39.838271710120374,71.69300143246987,25.608290753834503,true,0,0.1,246.6,895.5,941.4,812.7,0,352.8,3249,190404 -1905,,13.107591549526937,12.015876074095466,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,19,1.65816301105714,1,1,2,true,1.65816301105714,1,2,false,true,1905,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,2006,3691,98.3,15.35359,35,3610,210,274,995,1046,903,0,392,82,225,1,0,0,0,3,3.99027,20,39.838271710120374,71.69300143246987,25.608290753834503,true,0,0.1,246.6,895.5,941.4,812.7,0,352.8,3249,190505 -1906,,13.329022786527956,12.021150848630132,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,19,6.77609574086785,1,2,2,true,6.77609574086785,1,2,false,true,1906,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,2006,3691,98.3,15.35359,35,3610,210,274,995,1046,903,0,392,82,225,1,0,0,0,3,3.99027,20,39.838271710120374,71.69300143246987,25.608290753834503,true,0,0.1,246.6,895.5,941.4,812.7,0,352.8,3249,190606 -1907,,14.355108833866055,13.343745464782854,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,19,9.584345839761188,1,0,2,true,9.584345839761188,1,3,false,true,1907,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,2006,3691,98.3,15.35359,35,3610,210,274,995,1046,903,0,392,82,225,1,0,0,0,3,3.99027,20,39.838271710120374,71.69300143246987,25.608290753834503,true,0,0.1,246.6,895.5,941.4,812.7,0,352.8,3249,190707 -1908,,13.336396225238726,12.156495326235309,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,19,9.074860782900881,1,1,2,true,9.074860782900881,1,3,false,true,1908,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,2006,3691,98.3,15.35359,35,3610,210,274,995,1046,903,0,392,82,225,1,0,0,0,3,3.99027,20,39.838271710120374,71.69300143246987,25.608290753834503,true,0,0.1,246.6,895.5,941.4,812.7,0,352.8,3249,190808 -1909,,13.235201157405477,11.995236282132495,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,19,4.333713515785267,1,2,2,true,4.333713515785267,1,3,false,true,1909,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,2006,3691,98.3,15.35359,35,3610,210,274,995,1046,903,0,392,82,225,1,0,0,0,3,3.99027,20,39.838271710120374,71.69300143246987,25.608290753834503,true,0,0.1,246.6,895.5,941.4,812.7,0,352.8,3249,190909 -1910,,14.518523475252136,13.318406226560647,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,19,9.882413728087762,1,0,2,true,9.882413728087762,1,4,false,true,1910,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,2006,3691,98.3,15.35359,35,3610,210,274,995,1046,903,0,392,82,225,1,0,0,0,3,3.99027,20,39.838271710120374,71.69300143246987,25.608290753834503,true,0,0.1,246.6,895.5,941.4,812.7,0,352.8,3249,191010 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-1923,12.874429613019005,13.195296603046943,12.053453847925702,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,19,4.816237251260557,1,1,2,true,4.816237251260557,2,4,false,true,1923,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,2006,3691,98.3,15.35359,35,3610,210,274,995,1046,903,0,392,82,225,1,0,0,0,3,3.99027,20,39.838271710120374,71.69300143246987,25.608290753834503,true,0,0.1,246.6,895.5,941.4,812.7,0,352.8,3249,192334 -1924,12.900851173230228,13.345608471693504,12.117236317841497,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,19,5.158491812509546,1,2,2,true,5.158491812509546,2,4,false,true,1924,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,2006,3691,98.3,15.35359,35,3610,210,274,995,1046,903,0,392,82,225,1,0,0,0,3,3.99027,20,39.838271710120374,71.69300143246987,25.608290753834503,true,0,0.1,246.6,895.5,941.4,812.7,0,352.8,3249,192435 -1924,12.900851173230228,13.345608471693504,12.117236317841497,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,19,5.158491812509546,1,2,2,true,5.158491812509546,2,4,false,true,1924,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,2006,3691,98.3,15.35359,35,3610,210,274,995,1046,903,0,392,82,225,1,0,0,0,3,3.99027,20,39.838271710120374,71.69300143246987,25.608290753834503,true,0,0.1,246.6,895.5,941.4,812.7,0,352.8,3249,192436 -2001,,14.329760656319875,13.016943535601396,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,2.5242672139020135,1,0,2,true,2.5242672139020135,1,1,false,true,2001,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,200101 -2002,,13.277427222320624,12.194976618850795,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,3.5288898720203563,1,1,2,true,3.5288898720203563,1,1,false,true,2002,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,200202 -2003,,13.432307329136044,12.23168031168171,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,5.3172008630795204,1,2,2,true,5.3172008630795204,1,1,false,true,2003,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,200303 -2004,,14.72571664847734,13.417751544914097,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,9.253017929691225,1,0,2,true,9.253017929691225,1,2,false,true,2004,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,200404 -2005,,13.460549582511295,12.26459598416181,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,8.391635274347106,1,1,2,true,8.391635274347106,1,2,false,true,2005,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,200505 -2006,,13.354811959869888,12.258185368000854,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,7.404420603666208,1,2,2,true,7.404420603666208,1,2,false,true,2006,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,200606 -2007,,14.637564697883827,13.421733422665817,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,9.436827799348993,1,0,2,true,9.436827799348993,1,3,false,true,2007,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,200707 -2008,,13.230385426391187,12.160942096520627,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,1.4381608696858772,1,1,2,true,1.4381608696858772,1,3,false,true,2008,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,200808 -2009,,13.437494175830077,12.246825837828183,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,4.943508128050571,1,2,2,true,4.943508128050571,1,3,false,true,2009,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,200909 -2010,,14.644389374766785,13.51589660573967,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,11.492980003374635,1,0,2,true,11.492980003374635,1,4,false,true,2010,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201010 -2011,,13.38232517226405,12.109236397615765,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,1.8341512843049563,1,1,2,true,1.8341512843049563,1,4,false,true,2011,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201111 -2012,,13.466886746244267,12.262344714185785,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,20,21.53407544142352,1,2,2,true,21.53407544142352,1,4,false,true,2012,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201212 -2013,14.490956747233628,14.344266094854977,13.127940645194728,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,20,3.168990420412315,1,0,2,true,3.168990420412315,2,1,false,true,2013,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201313 -2013,14.490956747233628,14.344266094854977,13.127940645194728,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,20,3.168990420412315,1,0,2,true,3.168990420412315,2,1,false,true,2013,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201314 -2014,12.676268425176316,13.36569402995322,12.161187261738133,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,20,2.24187713853789,1,1,2,true,2.24187713853789,2,1,false,true,2014,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201415 -2014,12.676268425176316,13.36569402995322,12.161187261738133,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,20,2.24187713853789,1,1,2,true,2.24187713853789,2,1,false,true,2014,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201416 -2015,12.714443952302828,13.352907298062322,12.211018001763058,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,20,3.2424923940103274,1,2,2,true,3.2424923940103274,2,1,false,true,2015,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201517 -2015,12.714443952302828,13.352907298062322,12.211018001763058,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,20,3.2424923940103274,1,2,2,true,3.2424923940103274,2,1,false,true,2015,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201518 -2016,14.485328449269183,14.366504713514747,13.101532277500873,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,20,3.4192505022857995,1,0,2,true,3.4192505022857995,2,2,false,true,2016,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201619 -2016,14.485328449269183,14.366504713514747,13.101532277500873,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,20,3.4192505022857995,1,0,2,true,3.4192505022857995,2,2,false,true,2016,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201620 -2017,12.79606517375138,13.443579100326097,12.245505587774769,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,20,11.409180643693631,1,1,2,true,11.409180643693631,2,2,false,true,2017,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201721 -2017,12.79606517375138,13.443579100326097,12.245505587774769,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,20,11.409180643693631,1,1,2,true,11.409180643693631,2,2,false,true,2017,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201722 -2018,12.801133444943986,13.453391443704211,12.282586369687031,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,20,12.266671576852673,1,2,2,true,12.266671576852673,2,2,false,true,2018,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201823 -2018,12.801133444943986,13.453391443704211,12.282586369687031,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,20,12.266671576852673,1,2,2,true,12.266671576852673,2,2,false,true,2018,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201824 -2019,14.62563770995698,14.505090168290515,13.160389748500544,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,20,3.3372519745373803,1,0,2,true,3.3372519745373803,2,3,false,true,2019,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201925 -2019,14.62563770995698,14.505090168290515,13.160389748500544,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,20,3.3372519745373803,1,0,2,true,3.3372519745373803,2,3,false,true,2019,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,201926 -2020,12.805900176537618,13.40740074847016,12.174987560058161,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,20,2.8544462982865784,1,1,2,true,2.8544462982865784,2,3,false,true,2020,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,202027 -2020,12.805900176537618,13.40740074847016,12.174987560058161,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,20,2.8544462982865784,1,1,2,true,2.8544462982865784,2,3,false,true,2020,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,202028 -2021,12.920455484920112,13.4721872080163,12.23424540257458,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,20,4.831579618159141,1,2,2,true,4.831579618159141,2,3,false,true,2021,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,202129 -2021,12.920455484920112,13.4721872080163,12.23424540257458,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,20,4.831579618159141,1,2,2,true,4.831579618159141,2,3,false,true,2021,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,202130 -2022,14.857077267187863,14.551094787320157,13.385942695498041,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,20,7.388533450090394,1,0,2,true,7.388533450090394,2,4,false,true,2022,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,202231 -2022,14.857077267187863,14.551094787320157,13.385942695498041,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,20,7.388533450090394,1,0,2,true,7.388533450090394,2,4,false,true,2022,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,202232 -2023,13.014416599896693,13.373980195848617,12.237443412237734,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,20,5.951780276039009,1,1,2,true,5.951780276039009,2,4,false,true,2023,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,202333 -2023,13.014416599896693,13.373980195848617,12.237443412237734,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,20,5.951780276039009,1,1,2,true,5.951780276039009,2,4,false,true,2023,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,202334 -2024,13.05437710671397,13.467309608022275,12.269569446595147,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,20,17.12670802348145,1,2,2,true,17.12670802348145,2,4,false,true,2024,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,202435 -2024,13.05437710671397,13.467309608022275,12.269569446595147,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,20,17.12670802348145,1,2,2,true,17.12670802348145,2,4,false,true,2024,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,3472,6203,78.9,15.189429999999998,44,7211,352,381,2802,1840,1975,0,213,123,355,1,0,0,0,3,4.29617,21,58.659122076357214,121.82918470409328,39.59477012942168,true,0,0.1,342.90000000000003,2521.8,1656,1777.5,0,191.70000000000002,6489.900000000001,202436 -2101,,14.541993683562827,13.283984476535341,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,21,2.5621519751324233,1,0,2,true,2.5621519751324233,1,1,false,true,2101,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,210101 -2102,,13.428660699516483,12.18240320057314,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,21,6.035266889900639,1,1,2,true,6.035266889900639,1,1,false,true,2102,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,210202 -2103,,13.354728575014345,12.135733718077107,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,21,6.868390079083392,1,2,2,true,6.868390079083392,1,1,false,true,2103,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,210303 -2104,,14.819063409187603,13.602726337824606,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,21,11.302492484867594,1,0,2,true,11.302492484867594,1,2,false,true,2104,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,210404 -2105,,13.319331772955696,12.1869847200023,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,21,3.6603483837409594,1,1,2,true,3.6603483837409594,1,2,false,true,2105,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,210505 -2106,,13.423058542166846,12.203777190664159,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,21,21.496929034936294,1,2,2,true,21.496929034936294,1,2,false,true,2106,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,210606 -2107,,14.677439502505747,13.384523528190215,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,21,6.579132371890548,1,0,2,true,6.579132371890548,1,3,false,true,2107,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,210707 -2108,,13.26986864847869,11.986604972075986,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,21,1.228446346273851,1,1,2,true,1.228446346273851,1,3,false,true,2108,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,210808 -2109,,13.40042827597293,12.23436311617981,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,21,23.869290782688783,1,2,2,true,23.869290782688783,1,3,false,true,2109,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,210909 -2110,,14.611808886295757,13.354875639687428,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,21,3.2032481568448636,1,0,2,true,3.2032481568448636,1,4,false,true,2110,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,211010 -2111,,13.307754616969678,12.161824729496649,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,21,10.767710409136003,1,1,2,true,10.767710409136003,1,4,false,true,2111,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,211111 -2112,,13.387421319186323,12.102308360127779,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,21,6.403493708144011,1,2,2,true,6.403493708144011,1,4,false,true,2112,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,211212 -2113,14.683464665449993,14.721733591380646,13.487081663361288,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,21,4.6198887185539155,1,0,2,true,4.6198887185539155,2,1,false,true,2113,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,211313 -2113,14.683464665449993,14.721733591380646,13.487081663361288,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,21,4.6198887185539155,1,0,2,true,4.6198887185539155,2,1,false,true,2113,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,211314 -2114,12.903385694490577,13.302319475510872,12.062104522438887,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,21,4.016014861673139,1,1,2,true,4.016014861673139,2,1,false,true,2114,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,211415 -2114,12.903385694490577,13.302319475510872,12.062104522438887,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,21,4.016014861673139,1,1,2,true,4.016014861673139,2,1,false,true,2114,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,211416 -2115,12.91990649186072,13.328629704777123,12.026942793658572,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,21,2.452053739917272,1,2,2,true,2.452053739917272,2,1,false,true,2115,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,211517 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-2116,14.790294408384616,14.79089550803475,13.636821549701033,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,21,9.397930206922402,1,0,2,true,9.397930206922402,2,2,false,true,2116,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,211619 -2116,14.790294408384616,14.79089550803475,13.636821549701033,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,21,9.397930206922402,1,0,2,true,9.397930206922402,2,2,false,true,2116,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,211620 -2117,12.951759223753093,13.417015616837013,12.157636851233882,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,21,6.2945856801466675,1,1,2,true,6.2945856801466675,2,2,false,true,2117,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,211721 -2117,12.951759223753093,13.417015616837013,12.157636851233882,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,21,6.2945856801466675,1,1,2,true,6.2945856801466675,2,2,false,true,2117,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,211722 -2118,12.838851574489988,13.259762944150188,12.06460604799029,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,21,1.7181007508406492,1,2,2,true,1.7181007508406492,2,2,false,true,2118,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,211823 -2118,12.838851574489988,13.259762944150188,12.06460604799029,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,21,1.7181007508406492,1,2,2,true,1.7181007508406492,2,2,false,true,2118,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,211824 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-2123,13.207271311308418,13.44245052085884,12.109806109886584,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,21,7.601945787196432,1,1,2,true,7.601945787196432,2,4,false,true,2123,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,212334 -2124,13.211068701397096,13.430846408349081,12.122590690354482,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,21,7.940164221097772,1,2,2,true,7.940164221097772,2,4,false,true,2124,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,212435 -2124,13.211068701397096,13.430846408349081,12.122590690354482,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,21,7.940164221097772,1,2,2,true,7.940164221097772,2,4,false,true,2124,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,1195,1925,87.7,9,46,19848,40,310,13956,3965,1218,10,389,191,525,0,0,0,0,3,4.93813,22,21.727272727272727,360.8727272727273,20.493413918685977,false,0,0.1,279,12560.4,3568.5,1096.2,9,350.1,17863.2,212436 -2201,,14.110161699951062,12.95106322884322,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,22,2.678877103828621,1,0,2,true,2.678877103828621,1,1,false,true,2201,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,220101 -2202,,12.868564328680973,11.899762009105249,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,22,1.7418253303361488,1,1,2,true,1.7418253303361488,1,1,false,true,2202,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,220202 -2203,,13.24638810989281,12.021331517645216,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,22,18.670510712806923,1,2,2,true,18.670510712806923,1,1,false,true,2203,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,220303 -2204,,13.97479245854115,12.746814391485337,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,22,2.3175318324077314,1,0,2,true,2.3175318324077314,1,2,false,true,2204,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,220404 -2205,,13.079187695040146,11.887408894743103,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,22,6.527479270675002,1,1,2,true,6.527479270675002,1,2,false,true,2205,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,220505 -2206,,12.900756846221448,11.855425557319457,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,22,1.8864555728363384,1,2,2,true,1.8864555728363384,1,2,false,true,2206,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,220606 -2207,,14.371605292049725,13.431778589380826,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,22,8.346950930213525,1,0,2,true,8.346950930213525,1,3,false,true,2207,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,220707 -2208,,13.095421013813723,12.016597004984511,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,22,14.079474439947946,1,1,2,true,14.079474439947946,1,3,false,true,2208,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,220808 -2209,,13.139170421284396,12.036762655691229,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,22,5.79590217860578,1,2,2,true,5.79590217860578,1,3,false,true,2209,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,220909 -2210,,14.459932626098576,13.442868732380171,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,22,11.632033659576368,1,0,2,true,11.632033659576368,1,4,false,true,2210,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,221010 -2211,,13.290419667032124,12.104929264349366,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,22,26.802643698785417,1,1,2,true,26.802643698785417,1,4,false,true,2211,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,221111 -2212,,13.246156428857178,12.025201933383975,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,22,14.37943915382353,1,2,2,true,14.37943915382353,1,4,false,true,2212,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,221212 -2213,14.54635837269435,14.284050812569678,13.390882670011411,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,22,7.665740731963375,1,0,2,true,7.665740731963375,2,1,false,true,2213,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,221313 -2213,14.54635837269435,14.284050812569678,13.390882670011411,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,22,7.665740731963375,1,0,2,true,7.665740731963375,2,1,false,true,2213,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,221314 -2214,12.607619093024686,13.124706344835088,11.996058700280678,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,22,3.2633375726771194,1,1,2,true,3.2633375726771194,2,1,false,true,2214,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,221415 -2214,12.607619093024686,13.124706344835088,11.996058700280678,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,22,3.2633375726771194,1,1,2,true,3.2633375726771194,2,1,false,true,2214,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,221416 -2215,12.410579728670848,12.658459046145035,11.676749859880331,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,22,1,1,2,2,true,1,2,1,false,true,2215,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,221517 -2215,12.410579728670848,12.658459046145035,11.676749859880331,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,22,1,1,2,2,true,1,2,1,false,true,2215,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,221518 -2216,14.568870893711033,14.41852843226766,13.575389052332948,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,22,11.102596565410508,1,0,2,true,11.102596565410508,2,2,false,true,2216,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,221619 -2216,14.568870893711033,14.41852843226766,13.575389052332948,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,22,11.102596565410508,1,0,2,true,11.102596565410508,2,2,false,true,2216,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,221620 -2217,12.73599948403664,13.0780558996874,12.001070946251925,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,22,8.651353412343044,1,1,2,true,8.651353412343044,2,2,false,true,2217,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,221721 -2217,12.73599948403664,13.0780558996874,12.001070946251925,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,22,8.651353412343044,1,1,2,true,8.651353412343044,2,2,false,true,2217,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,221722 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-2218,12.669298017061259,13.1281014428269,11.941626236788103,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,22,5.04524843005596,1,2,2,true,5.04524843005596,2,2,false,true,2218,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,221824 -2219,14.30072464267852,13.746231409555103,12.372426499607725,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,22,1,1,0,2,true,1,2,3,false,true,2219,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,221925 -2219,14.30072464267852,13.746231409555103,12.372426499607725,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,22,1,1,0,2,true,1,2,3,false,true,2219,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,221926 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-2221,12.944670606247172,13.30815183249042,12.042900740134016,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,22,13.040698649401484,1,2,2,true,13.040698649401484,2,3,false,true,2221,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,222129 -2221,12.944670606247172,13.30815183249042,12.042900740134016,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,22,13.040698649401484,1,2,2,true,13.040698649401484,2,3,false,true,2221,1,80000,80,3,10.44,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,222130 -2222,14.92110281084897,14.570221707767233,13.541147939609358,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,22,13.407209049103908,1,0,2,true,13.407209049103908,2,4,false,true,2222,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,222231 -2222,14.92110281084897,14.570221707767233,13.541147939609358,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,22,13.407209049103908,1,0,2,true,13.407209049103908,2,4,false,true,2222,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,222232 -2223,13.008899742930666,13.147784276921831,12.009922648587658,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,22,6.710169743307294,1,1,2,true,6.710169743307294,2,4,false,true,2223,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,222333 -2223,13.008899742930666,13.147784276921831,12.009922648587658,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,22,6.710169743307294,1,1,2,true,6.710169743307294,2,4,false,true,2223,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,222334 -2224,13.00984228852541,13.186491891786877,12.036601588656252,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,22,7.526808841664227,1,2,2,true,7.526808841664227,2,4,false,true,2224,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,222435 -2224,13.00984228852541,13.186491891786877,12.036601588656252,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,22,7.526808841664227,1,2,2,true,7.526808841664227,2,4,false,true,2224,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,565,906,90.8,4.413,20,11296,19,230,5968,1799,1870,2,1427,164,409,1,0,0,0,1,5.11702,23,23.14340720108139,462.7042968910007,22.040968530765987,true,0,0.1,207,5371.2,1619.1000000000001,1683,1.8,1284.3,10166.4,222436 -2301,,14.510578042277096,13.257628185446785,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,23,6.067516042924418,1,0,2,true,6.067516042924418,1,1,false,true,2301,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,604,979,39,2,20.40358,16572,47,202,10872,2074,2825,13,586,242.73199,784.69391,0,0,0,0,1,5.35851,24,26.959976932258147,739.7032081479834,26.011919988436304,false,0,0.1,181.8,9784.800000000001,1866.6000000000001,2542.5,11.700000000000001,527.4,14914.800000000001,230101 -2302,,13.22823215824684,12.025307815322932,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,23,1,1,1,2,true,1,1,1,false,true,2302,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,604,979,39,2,20.40358,16572,47,202,10872,2074,2825,13,586,242.73199,784.69391,0,0,0,0,1,5.35851,24,26.959976932258147,739.7032081479834,26.011919988436304,false,0,0.1,181.8,9784.800000000001,1866.6000000000001,2542.5,11.700000000000001,527.4,14914.800000000001,230202 -2303,,13.306028650563164,12.154698187161515,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,23,3.999532498543812,1,2,2,true,3.999532498543812,1,1,false,true,2303,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,604,979,39,2,20.40358,16572,47,202,10872,2074,2825,13,586,242.73199,784.69391,0,0,0,0,1,5.35851,24,26.959976932258147,739.7032081479834,26.011919988436304,false,0,0.1,181.8,9784.800000000001,1866.6000000000001,2542.5,11.700000000000001,527.4,14914.800000000001,230303 -2304,,14.72169952260514,13.540048191471337,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,23,18.086651386208228,1,0,2,true,18.086651386208228,1,2,false,true,2304,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,604,979,39,2,20.40358,16572,47,202,10872,2074,2825,13,586,242.73199,784.69391,0,0,0,0,1,5.35851,24,26.959976932258147,739.7032081479834,26.011919988436304,false,0,0.1,181.8,9784.800000000001,1866.6000000000001,2542.5,11.700000000000001,527.4,14914.800000000001,230404 -2305,,13.236002871565342,11.990944930725213,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,23,1.9627291917783165,1,1,2,true,1.9627291917783165,1,2,false,true,2305,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,604,979,39,2,20.40358,16572,47,202,10872,2074,2825,13,586,242.73199,784.69391,0,0,0,0,1,5.35851,24,26.959976932258147,739.7032081479834,26.011919988436304,false,0,0.1,181.8,9784.800000000001,1866.6000000000001,2542.5,11.700000000000001,527.4,14914.800000000001,230505 -2306,,13.264807263436346,12.003218105919547,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,23,3.494345448134347,1,2,2,true,3.494345448134347,1,2,false,true,2306,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,604,979,39,2,20.40358,16572,47,202,10872,2074,2825,13,586,242.73199,784.69391,0,0,0,0,1,5.35851,24,26.959976932258147,739.7032081479834,26.011919988436304,false,0,0.1,181.8,9784.800000000001,1866.6000000000001,2542.5,11.700000000000001,527.4,14914.800000000001,230606 -2307,,14.434456787273938,13.071143566493298,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,23,3.328545095082546,1,0,2,true,3.328545095082546,1,3,false,true,2307,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,604,979,39,2,20.40358,16572,47,202,10872,2074,2825,13,586,242.73199,784.69391,0,0,0,0,1,5.35851,24,26.959976932258147,739.7032081479834,26.011919988436304,false,0,0.1,181.8,9784.800000000001,1866.6000000000001,2542.5,11.700000000000001,527.4,14914.800000000001,230707 -2308,,13.243006167997239,12.070442821650081,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,23,4.4658899694183365,1,1,2,true,4.4658899694183365,1,3,false,true,2308,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,604,979,39,2,20.40358,16572,47,202,10872,2074,2825,13,586,242.73199,784.69391,0,0,0,0,1,5.35851,24,26.959976932258147,739.7032081479834,26.011919988436304,false,0,0.1,181.8,9784.800000000001,1866.6000000000001,2542.5,11.700000000000001,527.4,14914.800000000001,230808 -2309,,13.31689547378101,12.1845584028386,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,23,11.160015889449916,1,2,2,true,11.160015889449916,1,3,false,true,2309,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,604,979,39,2,20.40358,16572,47,202,10872,2074,2825,13,586,242.73199,784.69391,0,0,0,0,1,5.35851,24,26.959976932258147,739.7032081479834,26.011919988436304,false,0,0.1,181.8,9784.800000000001,1866.6000000000001,2542.5,11.700000000000001,527.4,14914.800000000001,230909 -2310,,14.768474807616947,13.610234878316293,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,23,50,1,0,2,true,50,1,4,false,true,2310,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,604,979,39,2,20.40358,16572,47,202,10872,2074,2825,13,586,242.73199,784.69391,0,0,0,0,1,5.35851,24,26.959976932258147,739.7032081479834,26.011919988436304,false,0,0.1,181.8,9784.800000000001,1866.6000000000001,2542.5,11.700000000000001,527.4,14914.800000000001,231010 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-2324,13.12970450849392,13.362404553146215,12.064122679437544,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,23,4.2424564563096085,1,2,2,true,4.2424564563096085,2,4,false,true,2324,1,150000,150,4,12.86,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,604,979,39,2,20.40358,16572,47,202,10872,2074,2825,13,586,242.73199,784.69391,0,0,0,0,1,5.35851,24,26.959976932258147,739.7032081479834,26.011919988436304,false,0,0.1,181.8,9784.800000000001,1866.6000000000001,2542.5,11.700000000000001,527.4,14914.800000000001,232436 -2401,,14.377170895779912,12.94566015711313,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,24,3.03764088188731,1,0,2,true,3.03764088188731,1,1,false,true,2401,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,240101 -2402,,13.429348468673465,12.062380156994191,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,24,7.754793119124121,1,1,2,true,7.754793119124121,1,1,false,true,2402,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,240202 -2403,,13.318613600924646,12.188029492362515,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,24,13.730787005174388,1,2,2,true,13.730787005174388,1,1,false,true,2403,1,15000,15,1,6.01,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,240303 -2404,,14.765177714586091,13.51244490869312,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,24,17.08926807359275,1,0,2,true,17.08926807359275,1,2,false,true,2404,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,240404 -2405,,13.323612834375254,12.092824275128008,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,24,11.227594585686838,1,1,2,true,11.227594585686838,1,2,false,true,2405,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,240505 -2406,,13.200926501361248,12.11969671782458,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,24,1.970293931205519,1,2,2,true,1.970293931205519,1,2,false,true,2406,1,45000,45,2,8.81,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,240606 -2407,,14.374081095757356,12.939475402614084,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,24,4.359567664921924,1,0,2,true,4.359567664921924,1,3,false,true,2407,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,240707 -2408,,13.31972314587015,11.976398022408855,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,24,2.6406115971865995,1,1,2,true,2.6406115971865995,1,3,false,true,2408,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,240808 -2409,,13.334748885363627,12.218047993532398,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,24,10.846117633774533,1,2,2,true,10.846117633774533,1,3,false,true,2409,1,80000,80,3,10.44,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,240909 -2410,,14.400287176361719,13.145018726953401,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,24,4.538777195998891,1,0,2,true,4.538777195998891,1,4,false,true,2410,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,0,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,241010 -2411,,13.356756499888785,12.113255810140346,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,24,8.64131959596256,1,1,2,true,8.64131959596256,1,4,false,true,2411,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,1,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,241111 -2412,,13.314030243216118,12.125971157477704,13,0,4,1,3,"N",70,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,false,false,0,false,24,5.089358669721576,1,2,2,true,5.089358669721576,1,4,false,true,2412,1,150000,150,4,12.86,false,1,0,0,0,0,1,0,1,0,0,1,2,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,241212 -2413,14.527859315329856,14.205829167283913,13.17899318354194,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,24,4.002351386799951,1,0,2,true,4.002351386799951,2,1,false,true,2413,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,241313 -2413,14.527859315329856,14.205829167283913,13.17899318354194,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,24,4.002351386799951,1,0,2,true,4.002351386799951,2,1,false,true,2413,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,241314 -2414,12.750605780927808,13.236002141588965,11.948952099016433,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,24,1.7157263643900125,1,1,2,true,1.7157263643900125,2,1,false,true,2414,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,241415 -2414,12.750605780927808,13.236002141588965,11.948952099016433,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,24,1.7157263643900125,1,1,2,true,1.7157263643900125,2,1,false,true,2414,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,241416 -2415,12.836186560226635,13.293784826667359,12.159274372763509,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,24,5.025487038077181,1,2,2,true,5.025487038077181,2,1,false,true,2415,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,241517 -2415,12.836186560226635,13.293784826667359,12.159274372763509,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,24,5.025487038077181,1,2,2,true,5.025487038077181,2,1,false,true,2415,1,15000,15,1,6.01,false,2,0,0,0,0,2,1,1,0,0,2,2,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,241518 -2416,14.621260032393359,14.384196922502559,13.205530733823506,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,24,4.93634324750144,1,0,2,true,4.93634324750144,2,2,false,true,2416,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,241619 -2416,14.621260032393359,14.384196922502559,13.205530733823506,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,24,4.93634324750144,1,0,2,true,4.93634324750144,2,2,false,true,2416,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,0,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,241620 -2417,12.849719889805275,13.364825619744874,12.195024605581699,13,0,4,1,3,"M",35,35,1,1,2,1,false,true,true,false,true,true,false,false,false,false,false,false,false,false,false,false,false,false,false,0,true,24,11.073090248793825,1,1,2,true,11.073090248793825,2,2,false,true,2417,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,241721 -2417,12.849719889805275,13.364825619744874,12.195024605581699,13,0,4,2,3,"N",55,0,3,4,1,0,false,true,true,true,false,false,false,false,false,false,true,false,false,false,false,false,false,false,false,0,false,24,11.073090248793825,1,1,2,true,11.073090248793825,2,2,false,true,2417,1,45000,45,2,8.81,false,2,0,0,0,0,2,1,1,0,0,2,1,1,1,1,1551,3416,21,4,4,1608,435,302,369,630,220,0,87,232,341,0,0,0,0,1,4.89113,25,193.875,201,98.68660968660969,false,0,0.1,271.8,332.1,567,198,0,78.3,1447.2,241722 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a/activitysim/examples/prototype_mtc_extended/test/output_10/final_trips.csv b/activitysim/examples/prototype_mtc_extended/test/output_10/final_trips.csv deleted file mode 100644 index b104fd337..000000000 --- a/activitysim/examples/prototype_mtc_extended/test/output_10/final_trips.csv +++ /dev/null @@ -1,546 +0,0 @@ -"person_id","household_id","primary_purpose","trip_num","outbound","trip_count","tour_id","escort_participants","school_escort_direction","purpose","destination_logsum","depart","trip_mode","mode_choice_logsum","trip_id","origin","destination" -26478,26478,"shopping",1,true,1,1270984,,,"shopping",,7,"WALK",3.8048303714597056,12709841,8,21 -26478,26478,"shopping",1,false,3,1270984,,,"othmaint",42.67977848352816,14,"WALK",3.6709103507824734,12709846,21,7 -26478,26478,"shopping",2,false,3,1270984,,,"eatout",62.55591543293209,16,"WALK",14.414866203205955,12709847,7,7 -26478,26478,"shopping",3,false,3,1270984,,,"home",,16,"WALK",14.013106225776852,12709848,7,8 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-5390966,2224629,"eatout",1,true,1,258766374,,,"eatout",,20,"WALK",3.564743905988849,2587663741,17,5 -5390966,2224629,"eatout",1,false,1,258766374,,,"home",,20,"WALK",3.369444288479843,2587663746,5,17 -5390966,2224629,"work",1,true,1,258766414,,,"work",,8,"WALK",5.045823845876093,2587664141,17,16 -5390966,2224629,"work",1,false,1,258766414,,,"home",,19,"WALK",5.116223776379752,2587664146,16,17 -5390967,2224629,"work",1,true,1,258766462,,,"work",,8,"WALK",4.872631406347715,2587664621,17,17 -5390967,2224629,"work",1,false,1,258766462,,,"home",,17,"WALK",4.87261906961443,2587664626,17,17 -7305540,2727273,"othdiscr",1,true,1,350665945,,,"othdiscr",,18,"WALK",10.27841369738085,3506659451,20,9 -7305540,2727273,"othdiscr",1,false,1,350665945,,,"home",,21,"WALK",10.45697362465903,3506659456,9,20 -7305540,2727273,"work",1,true,1,350665966,,,"work",,7,"BIKE",1.4695308113788752,3506659661,20,20 -7305540,2727273,"work",1,false,1,350665966,,,"home",,16,"WALK",1.4695308113788752,3506659666,20,20 -7305541,2727273,"work",1,true,1,350666014,,,"work",,7,"WALK",7.774842814489909,3506660141,20,9 -7305541,2727273,"work",1,false,1,350666014,,,"home",,10,"WALK",7.915642733452835,3506660146,9,20 -7305541,2727273,"work",1,true,1,350666015,,,"work",,14,"WALK",7.774842814936839,3506660151,20,9 -7305541,2727273,"work",1,false,1,350666015,,,"home",,17,"WALK",7.91564273351867,3506660156,9,20 -7453413,2762078,"shopping",1,true,1,357763864,,,"shopping",,13,"WALK",4.630322628728613,3577638641,20,11 -7453413,2762078,"shopping",1,false,1,357763864,,,"home",,13,"WALK",4.542044443001468,3577638646,11,20 -7511168,2819833,"work",1,true,1,360536110,,,"work",,6,"WALK",3.103310664432554,3605361101,6,12 -7511168,2819833,"work",1,false,1,360536110,,,"home",,15,"WALK",3.191309998002073,3605361106,12,6 -7512109,2820774,"atwork",1,true,1,360581236,,,"atwork",,13,"WALK",12.896401821316296,3605812361,2,8 -7512109,2820774,"atwork",1,false,1,360581236,,,"work",,13,"WALK",13.071320496342498,3605812366,8,2 -7512109,2820774,"work",1,true,1,360581278,,,"work",,8,"WALK",0.10652171564148853,3605812781,8,2 -7512109,2820774,"work",1,false,4,360581278,,,"othmaint",28.79003935587537,15,"WALK",-0.00928326970276125,3605812786,2,8 -7512109,2820774,"work",2,false,4,360581278,,,"othmaint",50.57045623578383,15,"WALK",10.07205293351633,3605812787,8,7 -7512109,2820774,"work",3,false,4,360581278,,,"othmaint",52.82394576330399,15,"WALK",11.479761498670152,3605812788,7,7 -7512109,2820774,"work",4,false,4,360581278,,,"home",,15,"WALK",11.363634599235729,3605812789,7,8 -7512514,2821179,"othmaint",1,true,1,360600701,,,"othmaint",,9,"WALK_LRF",0.7751207751649315,3606007011,8,1 -7512514,2821179,"othmaint",1,false,1,360600701,,,"home",,9,"WALK_LRF",0.7208609722719941,3606007016,1,8 -7512514,2821179,"shopping",1,true,1,360600712,,,"shopping",,9,"WALK",4.457538179557397,3606007121,8,5 -7512514,2821179,"shopping",1,false,1,360600712,,,"home",,10,"WALK",4.457538178961434,3606007126,5,8 -7512596,2821261,"work",1,true,2,360604654,,,"work",47.45085293219521,16,"WALK",9.814795263253744,3606046541,8,8 -7512596,2821261,"work",2,true,2,360604654,,,"work",,17,"WALK",8.802468311976472,3606046542,8,9 -7512596,2821261,"work",1,false,4,360604654,,,"shopping",41.681718099782444,21,"WALK_LRF",7.412410914297766,3606046546,9,25 -7512596,2821261,"work",2,false,4,360604654,,,"eatout",50.75373941993567,21,"WALK_LOC",10.552865297392856,3606046547,25,7 -7512596,2821261,"work",3,false,4,360604654,,,"shopping",50.716611089321056,21,"WALK",11.32236566017834,3606046548,7,7 -7512596,2821261,"work",4,false,4,360604654,,,"home",,21,"WALK",11.39498166707236,3606046549,7,8 -7513432,2822097,"work",1,true,3,360644782,,,"escort",52.94918933710327,8,"WALK",11.76195725956771,3606447821,8,7 -7513432,2822097,"work",2,true,3,360644782,,,"escort",51.738528799061996,8,"WALK",11.479761687369283,3606447822,7,7 -7513432,2822097,"work",3,true,3,360644782,,,"work",,9,"WALK",11.47976169645461,3606447823,7,7 -7513432,2822097,"work",1,false,1,360644782,,,"home",,18,"WALK",11.602598008214496,3606447826,7,8 -7513546,2822211,"atwork",1,true,1,360650231,,,"atwork",,11,"WALK",5.632319598868166,3606502311,2,5 -7513546,2822211,"atwork",1,false,1,360650231,,,"work",,13,"WALK",5.611280802036458,3606502316,5,2 -7513546,2822211,"work",1,true,1,360650254,,,"work",,6,"WALK_LOC",0.644996592344331,3606502541,8,2 -7513546,2822211,"work",1,false,1,360650254,,,"home",,21,"WALK_LRF",0.749527865041296,3606502546,2,8 -7513554,2822219,"work",1,true,1,360650638,,,"work",,8,"WALK",8.826220613607777,3606506381,8,9 -7513554,2822219,"work",1,false,3,360650638,,,"shopping",46.13164384041079,17,"WALK_LOC",8.716786706050563,3606506386,9,7 -7513554,2822219,"work",2,false,3,360650638,,,"othdiscr",50.46623331666661,18,"WALK",11.451650045319191,3606506387,7,8 -7513554,2822219,"work",3,false,3,360650638,,,"home",,18,"WALK",9.972176602357724,3606506388,8,8 -7513565,2822230,"work",1,true,1,360651166,,,"work",,17,"WALK",10.208443061976432,3606511661,8,25 -7513565,2822230,"work",1,false,1,360651166,,,"home",,21,"WALK_LOC",10.194153968488326,3606511666,25,8 -7523517,2832182,"othdiscr",1,true,1,361128841,,,"othdiscr",,14,"WALK",10.189133602584063,3611288411,7,9 -7523517,2832182,"othdiscr",1,false,1,361128841,,,"home",,16,"WALK",10.345373608331926,3611288416,9,7 -7523648,2832313,"othdiscr",1,true,5,361135129,,,"eatout",60.23392141089525,17,"WALK_LOC",12.832285266033097,3611351291,10,25 -7523648,2832313,"othdiscr",2,true,5,361135129,,,"social",61.81812481568374,17,"WALK_LOC",14.31239264197967,3611351292,25,7 -7523648,2832313,"othdiscr",3,true,5,361135129,,,"othmaint",62.29380969867433,17,"WALK_LOC",12.765835440944844,3611351293,7,8 -7523648,2832313,"othdiscr",4,true,5,361135129,,,"eatout",58.68969354894922,19,"WALK_LOC",11.245950114471071,3611351294,8,9 -7523648,2832313,"othdiscr",5,true,5,361135129,,,"othdiscr",,19,"WALK_LOC",14.86251029221914,3611351295,9,7 -7523648,2832313,"othdiscr",1,false,4,361135129,,,"shopping",59.024814657129795,20,"WALK_LOC",14.109769383124341,3611351296,7,25 -7523648,2832313,"othdiscr",2,false,4,361135129,,,"escort",58.219936995380586,20,"WALK",13.405847303269807,3611351297,25,6 -7523648,2832313,"othdiscr",3,false,4,361135129,,,"social",61.68106077214196,20,"WALK_LOC",12.977743443513791,3611351298,6,7 -7523648,2832313,"othdiscr",4,false,4,361135129,,,"home",,20,"WALK_LRF",14.799378994423337,3611351299,7,10 -7539466,2848131,"univ",1,true,1,361894400,,,"univ",,14,"WALK_LOC",4.903160495383369,3618944001,3,12 -7539466,2848131,"univ",1,false,3,361894400,,,"work",44.91293303770588,17,"WALK_LOC",4.8832634912162565,3618944006,12,7 -7539466,2848131,"univ",2,false,3,361894400,,,"escort",57.19535061945841,17,"WALK",12.563937390920508,3618944007,7,7 -7539466,2848131,"univ",3,false,3,361894400,,,"home",,17,"WALK",12.77486299656693,3618944008,7,3 -7539466,2848131,"shopping",1,true,1,361894408,,,"shopping",,5,"WALK_LOC",2.80862314952886,3618944081,3,24 -7539466,2848131,"shopping",1,false,1,361894408,,,"home",,6,"WALK_LOC",2.8791164949952646,3618944086,24,3 -7539708,2848373,"univ",1,true,1,361906016,,,"univ",,18,"WALK",-0.5306958894137668,3619060161,18,13 -7539708,2848373,"univ",1,false,1,361906016,,,"home",,23,"WALK_LRF",0.624653161313168,3619060166,13,18 diff --git a/activitysim/examples/prototype_mtc_extended/test/output_10/final_vehicles.csv b/activitysim/examples/prototype_mtc_extended/test/output_10/final_vehicles.csv deleted file mode 100644 index 1bd5d2b02..000000000 --- a/activitysim/examples/prototype_mtc_extended/test/output_10/final_vehicles.csv +++ /dev/null @@ -1,41 +0,0 @@ -"household_id","vehicle_num","vehicle_type","auto_operating_cost","Range","MPG","vehicle_id" -112064,1,"Car_20_Gas",21.75450704,0,21.3,1120641 -256841,1,"Car_8_Gas",21.62348837,0,21.5,2568411 -257270,1,"Car_20_Gas",21.75450704,0,21.3,2572701 -257627,1,"SUV_15_Gas",26.03714286,0,16.8,2576271 -287819,1,"Car_9_Gas",21.95571429,0,21,2878191 -287846,1,"Van_18_Gas",26.44354037,0,16.1,2878461 -304036,1,"Motorcycle_14_PEV",8.08,0,0,3040361 -386761,1,"SUV_14_Gas",26.25228916,0,16.6,3867611 -568266,1,"Car_16_Gas",22.09307692,0,20.8,5682661 -568785,1,"Car_13_Gas",22.37588235,0,20.4,5687851 -569828,1,"Car_20_Gas",21.75450704,0,21.3,5698281 -659146,1,"Car_7_Gas",21.49488479,0,21.7,6591461 -703381,1,"Car_4_Hybrid",16.29068966,0,34.8,7033811 -763879,1,"Car_10_Gas",22.30414634,0,20.5,7638791 -764150,1,"Car_13_Gas",22.37588235,0,20.4,7641501 -822837,1,"Car_4_Gas",20.60103448,0,23.2,8228371 -823426,1,"Car_16_Gas",22.09307692,0,20.8,8234261 -823468,1,"SUV_11_Gas",25.22545455,0,17.6,8234681 -824369,1,"SUV_7_Gas",23.64391753,0,19.4,8243691 -932147,1,"Car_3_Gas",20.49051282,0,23.4,9321471 -982875,1,"Car_12_Gas",22.52148515,0,20.2,9828751 -983048,1,"Van_3_Gas",26.21490798,0,16.3,9830481 -1099626,1,"SUV_1_Hybrid",18.31513514,0,29.6,10996261 -1119939,1,"SUV_11_PEV",21.81636364,0,0,11199391 -1173905,1,"Car_9_Gas",21.95571429,0,21,11739051 -1259353,1,"Car_7_Gas",21.49488479,0,21.7,12593531 -1286206,1,"Car_10_Gas",22.30414634,0,20.5,12862061 -1286557,1,"Car_13_Gas",22.37588235,0,20.4,12865571 -1363467,1,"Car_5_Gas",20.65701299,0,23.1,13634671 -1402945,1,"Car_15_Gas",22.30414634,0,20.5,14029451 -1594490,1,"Car_12_Gas",22.52148515,0,20.2,15944901 -1810015,1,"SUV_20_Gas",25.42137931,0,17.4,18100151 -1952792,1,"Car_7_Gas",21.49488479,0,21.7,19527921 -2048809,1,"Car_4_Gas",20.60103448,0,23.2,20488091 -2049629,1,"Van_4_Gas",26.91828025,0,15.7,20496291 -2224629,1,"Car_9_Gas",21.95571429,0,21,22246291 -2727273,1,"SUV_2_Gas",22.19869159,0,21.4,27272731 -2820774,1,"Car_2_Gas",20.32822785,0,23.7,28207741 -2822097,1,"Car_4_Gas",20.60103448,0,23.2,28220971 -2832429,1,"Car_1_Hybrid",15.09574257,0,40.4,28324291 diff --git a/activitysim/examples/prototype_mtc_extended/test/output_10/skim_usage.txt b/activitysim/examples/prototype_mtc_extended/test/output_10/skim_usage.txt deleted file mode 100644 index e0b8f989a..000000000 --- a/activitysim/examples/prototype_mtc_extended/test/output_10/skim_usage.txt +++ /dev/null @@ -1,157 +0,0 @@ - -### skim_dict usage -DRV_COM_WLK_FAR -DISTWALK -DRV_LOC_WLK_BOARDS -HOV2TOLL_VTOLL -DRV_HVY_WLK_TOTIVT -DRV_LOC_WLK_WAUX -WLK_HVY_DRV_WAUX -HOV3TOLL_VTOLL -SOVTOLL_TIME -WLK_EXP_DRV_WAUX -WLK_COM_WLK_BOARDS -WLK_LRF_DRV_BOARDS -WLK_LOC_WLK_XWAIT -DRV_HVY_WLK_XWAIT -DRV_LRF_WLK_WAUX -WLK_COM_DRV_DDIST -WLK_COM_WLK_FAR -WLK_EXP_DRV_DDIST -DRV_EXP_WLK_WAUX -DRV_HVY_WLK_BOARDS -SOVTOLL_DIST -SOV_BTOLL -WLK_HVY_WLK_KEYIVT -DRV_EXP_WLK_DTIM -DRV_LRF_WLK_IWAIT -HOV2_TIME -WLK_LOC_DRV_IWAIT -WLK_LOC_WLK_IWAIT -WLK_TRN_WLK_WACC -DRV_COM_WLK_XWAIT -DRV_EXP_WLK_KEYIVT -WLK_EXP_WLK_IWAIT -WLK_EXP_DRV_IWAIT -WLK_HVY_WLK_WAUX -WLK_LRF_WLK_WAUX -WLK_LRF_DRV_FERRYIVT -HOV3_BTOLL -WLK_LOC_WLK_TOTIVT -HOV3TOLL_TIME -WLK_TRN_WLK_XWAIT -WLK_EXP_DRV_TOTIVT -HOV3TOLL_BTOLL -WLK_LOC_DRV_WAUX -SOV_TIME -WLK_LOC_DRV_FAR -WLK_LOC_WLK_FAR -WLK_HVY_WLK_IWAIT -WLK_LRF_DRV_KEYIVT -WLK_LRF_WLK_BOARDS -WLK_EXP_WLK_TOTIVT -DRV_EXP_WLK_IWAIT -HOV3_TIME -DRV_LRF_WLK_DTIM -DRV_HVY_WLK_KEYIVT -DRV_LRF_WLK_XWAIT -WLK_HVY_DRV_TOTIVT -SOVTOLL_VTOLL -WLK_LRF_DRV_FAR -WLK_LRF_DRV_IWAIT -DRV_LRF_WLK_TOTIVT -SOVTOLL_BTOLL -WLK_COM_WLK_KEYIVT -DRV_HVY_WLK_IWAIT -DRV_HVY_WLK_FAR -HOV2TOLL_DIST -HOV3_DIST -WLK_COM_DRV_KEYIVT -DRV_LOC_WLK_TOTIVT -WLK_HVY_DRV_FAR -WLK_EXP_WLK_BOARDS -WLK_EXP_DRV_KEYIVT -WLK_COM_DRV_DTIM -DRV_LRF_WLK_FERRYIVT -WLK_TRN_WLK_IVT -DRV_COM_WLK_TOTIVT -WLK_COM_DRV_XWAIT -WLK_TRN_WLK_WAUX -DRV_COM_WLK_IWAIT -HOV2TOLL_BTOLL -WLK_LRF_WLK_TOTIVT -DRV_EXP_WLK_BOARDS -WLK_EXP_WLK_WAUX -WLK_COM_DRV_WAUX -WLK_LRF_WLK_IWAIT -WLK_LRF_DRV_TOTIVT -DIST -WLK_EXP_WLK_XWAIT -WLK_HVY_WLK_XWAIT -DRV_LOC_WLK_XWAIT -DRV_EXP_WLK_XWAIT -DRV_LRF_WLK_BOARDS -WLK_LRF_WLK_FERRYIVT -DRV_LRF_WLK_DDIST -WLK_COM_DRV_TOTIVT -WLK_HVY_WLK_TOTIVT -DRV_LOC_WLK_IWAIT -WLK_LRF_WLK_FAR -WLK_TRN_WLK_IWAIT -DRV_LRF_WLK_FAR -SOV_DIST -WLK_LOC_WLK_BOARDS -DRV_EXP_WLK_TOTIVT -HOV2_BTOLL -WLK_LRF_DRV_DDIST -WLK_EXP_DRV_DTIM -DRV_HVY_WLK_DDIST -WLK_HVY_DRV_BOARDS -WLK_COM_WLK_IWAIT -DRV_COM_WLK_BOARDS -WLK_HVY_DRV_DDIST -HOV2_DIST -WLK_TRN_WLK_WEGR -DRV_COM_WLK_KEYIVT -HOV2TOLL_TIME -WLK_COM_WLK_TOTIVT -WLK_HVY_DRV_XWAIT -DRV_LRF_WLK_KEYIVT -WLK_HVY_DRV_DTIM -DRV_EXP_WLK_FAR -DRV_LOC_WLK_DDIST -HOV3TOLL_DIST -WLK_HVY_DRV_IWAIT -WLK_COM_WLK_WAUX -WLK_LRF_DRV_XWAIT -WLK_LRF_DRV_WAUX -DRV_COM_WLK_WAUX -WLK_LOC_WLK_WAUX -DRV_HVY_WLK_WAUX -DRV_LOC_WLK_DTIM -DRV_COM_WLK_DDIST -WLK_LOC_DRV_DTIM -WLK_COM_DRV_BOARDS -WLK_EXP_DRV_FAR -WLK_COM_DRV_FAR -WLK_LOC_DRV_TOTIVT -WLK_COM_DRV_IWAIT -WLK_COM_WLK_XWAIT -WLK_EXP_DRV_XWAIT -WLK_LOC_DRV_XWAIT -WLK_LOC_DRV_DDIST -WLK_EXP_WLK_KEYIVT -WLK_HVY_DRV_KEYIVT -WLK_LRF_DRV_DTIM -DRV_COM_WLK_DTIM -WLK_EXP_DRV_BOARDS -DRV_LOC_WLK_FAR -WLK_LOC_DRV_BOARDS -WLK_HVY_WLK_FAR -DRV_HVY_WLK_DTIM -WLK_HVY_WLK_BOARDS -WLK_LRF_WLK_XWAIT -DRV_EXP_WLK_DDIST -WLK_LRF_WLK_KEYIVT -DISTBIKE -WLK_EXP_WLK_FAR diff --git a/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_1/failed_choosers-1a64b6.csv b/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_1/failed_choosers-1a64b6.csv deleted file mode 100644 index d2aba4eff..000000000 --- a/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_1/failed_choosers-1a64b6.csv +++ /dev/null @@ -1,7 +0,0 @@ -trip_id,person_id,household_id,primary_purpose,trip_num,outbound,trip_count,destination,origin,tour_id,escort_participants,school_escort_direction,purpose,destination_logsum,earliest,latest,tour_hour,chunk_id,stop_num,next_trip_id,HR5,HR6,HR7,HR8,HR9,HR10,HR11,HR12,HR13,HR14,HR15,HR16,HR17,HR18,HR19,HR20,HR21,HR22,HR23 -309349308,644477,386761,escort,3,False,4,24,24,30934930,,,social,57.3049584902702,,9.0,9,98,3,309349307,0.0,0.0,0.0,0.21068634,0.78931366,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -754876727,1572659,763879,shopping,2,False,3,7,6,75487672,,,shopping,52.319993702020405,,12.0,12,145,2,754876726,0.0,0.0,0.0,0.0,0.039730806,0.073816678,0.261462334,0.624990182,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -1409544407,2936550,1286259,shopping,2,False,3,5,24,140954440,,,shopping,56.52422423655235,,14.0,14,158,2,1409544406,0.0,0.0,0.0,0.005506763,0.021606723,0.003403522,0.013852092,0.106618856,0.339860692,0.509151352,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -1409686018,2936845,1286554,shopping,3,False,4,24,6,140968601,,,shopping,62.24201748998653,,19.0,19,161,3,1409686017,0.0,0.0,0.0,0.0,0.0,0.0,0.014614817,0.0,0.0,0.020347906,0.008733406,0.0,0.047735668,0.374113208,0.534454996,0.0,0.0,0.0,0.0 -3605812788,7512109,2820774,work,3,False,4,6,6,360581278,,,othmaint,52.82394576330399,,15.0,15,87,3,3605812787,0.0,0.0,0.0,0.001732532,0.0,0.00508097,0.029352724,0.030967014,0.039664292,0.202228781,0.690973688,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -3606046548,7512596,2821261,work,3,False,4,6,6,360604654,,,shopping,50.716611089321056,,21.0,21,88,3,3606046547,0.0,0.0,0.0,0.0,0.0,0.0,0.008088371,0.016902755,0.023330301,0.010037114,0.04837863,0.047736466,0.100832492,0.115955331,0.150651228,0.252610972,0.225476339,0.0,0.0 diff --git a/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_2/failed_choosers-1a64b6.csv b/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_2/failed_choosers-1a64b6.csv deleted file mode 100644 index d63fa3fc4..000000000 --- a/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_2/failed_choosers-1a64b6.csv +++ /dev/null @@ -1,7 +0,0 @@ -trip_id,person_id,household_id,primary_purpose,trip_num,outbound,trip_count,destination,origin,tour_id,escort_participants,school_escort_direction,purpose,destination_logsum,earliest,latest,tour_hour,chunk_id,stop_num,next_trip_id,HR5,HR6,HR7,HR8,HR9,HR10,HR11,HR12,HR13,HR14,HR15,HR16,HR17,HR18,HR19,HR20,HR21,HR22,HR23 -309349307,644477,386761,escort,2,False,4,24,24,30934930,,,eatout,56.86518961543347,,9.0,9,98,2,309349306,0.0,0.0,0.0,0.171647398,0.828352602,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -754876726,1572659,763879,shopping,1,False,3,6,8,75487672,,,shopping,49.840857938751334,,12.0,12,145,1,0,0.0,0.0,0.002514383,0.0,0.039915577,0.051276757,0.273727641,0.632565641,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -1409544406,2936550,1286259,shopping,1,False,3,24,4,140954440,,,shopping,42.78161374042952,,14.0,14,158,1,0,0.0,0.0,0.0,0.014322812,0.008308251,0.005594512,0.016143904,0.130012933,0.19330349,0.632314098,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -1409686017,2936845,1286554,shopping,2,False,4,6,5,140968601,,,shopping,59.943464325829446,,19.0,19,161,2,1409686016,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.003320994,0.005290597,0.01358355,0.003788453,0.020449742,0.075630163,0.221134543,0.656801959,0.0,0.0,0.0,0.0 -3605812787,7512109,2820774,work,2,False,4,6,7,360581278,,,othmaint,50.57045623578383,,15.0,15,87,2,3605812786,0.0,0.0,0.0,0.001993619,0.008787212,0.008189747,0.015159942,0.009310176,0.054885948,0.253934613,0.647738743,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -3606046547,7512596,2821261,work,2,False,4,6,24,360604654,,,eatout,50.75373941993567,,21.0,21,88,2,3606046546,0.0,0.0,0.005064281,0.0,0.005604807,0.001600494,0.02231608,0.036560998,0.023155074,0.011113847,0.021297782,0.024032721,0.15164875,0.095555611,0.130774865,0.152199827,0.319074864,0.0,0.0 diff --git a/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_3/failed_choosers-1a64b6.csv b/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_3/failed_choosers-1a64b6.csv deleted file mode 100644 index 6a43fdcfd..000000000 --- a/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/inbound/num_3/failed_choosers-1a64b6.csv +++ /dev/null @@ -1,5 +0,0 @@ -trip_id,person_id,household_id,primary_purpose,trip_num,outbound,trip_count,destination,origin,tour_id,escort_participants,school_escort_direction,purpose,destination_logsum,earliest,latest,tour_hour,chunk_id,stop_num,next_trip_id,HR5,HR6,HR7,HR8,HR9,HR10,HR11,HR12,HR13,HR14,HR15,HR16,HR17,HR18,HR19,HR20,HR21,HR22,HR23 -309349306,644477,386761,escort,1,False,4,24,19,30934930,,,shopping,30.097764040165956,,9.0,9,98,1,0,0.0,0.0,0.004282148,0.282836493,0.71288136,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -1409686016,2936845,1286554,shopping,1,False,4,5,0,140968601,,,shopping,32.76960420165227,,19.0,19,161,1,0,0.0,0.002312931,0.007027556,0.00055146,0.0,0.020661977,0.0,0.0,0.011821234,0.002688782,0.004292928,0.007532001,0.051155819,0.156901174,0.735054139,0.0,0.0,0.0,0.0 -3605812786,7512109,2820774,work,1,False,4,7,1,360581278,,,othmaint,28.79003935587537,,15.0,15,87,1,0,0.0,0.005222802,0.000561863,0.003055031,0.006434507,0.007479814,0.009995919,0.013087333,0.058426024,0.310076404,0.585660301,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -3606046546,7512596,2821261,work,1,False,4,24,8,360604654,,,shopping,41.681718099782444,,21.0,21,88,1,0,0.0,0.0,0.00486935,0.004088274,0.009577732,0.013580516,0.019408543,0.027638575,0.028964986,0.013373832,0.01367219,0.088681299,0.105198543,0.066199405,0.05396423,0.186005224,0.3647773,0.0,0.0 diff --git a/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_3/failed_choosers-1a64b6.csv b/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_3/failed_choosers-1a64b6.csv deleted file mode 100644 index 422425ff6..000000000 --- a/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_3/failed_choosers-1a64b6.csv +++ /dev/null @@ -1,3 +0,0 @@ -trip_id,person_id,household_id,primary_purpose,trip_num,outbound,trip_count,destination,origin,tour_id,escort_participants,school_escort_direction,purpose,destination_logsum,earliest,latest,tour_hour,chunk_id,stop_num,next_trip_id,HR5,HR6,HR7,HR8,HR9,HR10,HR11,HR12,HR13,HR14,HR15,HR16,HR17,HR18,HR19,HR20,HR21,HR22,HR23 -607631293,1265898,568785,othdiscr,3,True,5,6,7,60763129,,,othmaint,48.080206393496,6.0,6.0,6,134,2,607631294,0.0,0.024215249,0.736578596,0.018671746,0.050466724,0.0,0.046817344,0.010678175,0.023238019,0.0,0.032556217,0.0,0.035620327,0.021157602,0.0,0.0,0.0,0.0,0.0 -783942983,1633214,824434,othdiscr,3,True,5,5,6,78394298,,,eatout,45.862697197973226,15.0,15.0,15,150,2,783942984,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.122689199,0.717331575,0.030530698,0.123760049,0.005688479,0.0,0.0,0.0,0.0 diff --git a/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_4/failed_choosers-1a64b6.csv b/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_4/failed_choosers-1a64b6.csv deleted file mode 100644 index 7f42a812a..000000000 --- a/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_4/failed_choosers-1a64b6.csv +++ /dev/null @@ -1,4 +0,0 @@ -trip_id,person_id,household_id,primary_purpose,trip_num,outbound,trip_count,destination,origin,tour_id,escort_participants,school_escort_direction,purpose,destination_logsum,earliest,latest,tour_hour,chunk_id,stop_num,next_trip_id,HR5,HR6,HR7,HR8,HR9,HR10,HR11,HR12,HR13,HR14,HR15,HR16,HR17,HR18,HR19,HR20,HR21,HR22,HR23 -607631294,1265898,568785,othdiscr,4,True,5,6,6,60763129,,,social,46.08721078524768,6.0,6.0,6,134,3,607631295,0.0,0.0,0.081847071,0.0,0.338763551,0.0,0.240085302,0.0,0.114633558,0.0,0.146128192,0.0,0.0,0.078542326,0.0,0.0,0.0,0.0,0.0 -783942984,1633214,824434,othdiscr,4,True,5,7,5,78394298,,,escort,43.862767691610436,15.0,15.0,15,150,3,783942985,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.635796163,0.0,0.0,0.364203837,0.0,0.0,0.0,0.0 -1180080734,2458501,1173905,othdiscr,4,True,5,6,6,118008073,,,social,58.75937986255844,9.0,10.0,9,157,3,1180080735,0.0,0.0,0.0,0.0,0.0,0.026872303,0.087815216,0.185433391,0.459158688,0.037962963,0.202757439,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 diff --git a/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_5/failed_choosers-1a64b6.csv b/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_5/failed_choosers-1a64b6.csv deleted file mode 100644 index ea7d7caed..000000000 --- a/activitysim/examples/prototype_mtc_extended/test/output_10/trace/trip_scheduling/i100/outbound/num_5/failed_choosers-1a64b6.csv +++ /dev/null @@ -1,4 +0,0 @@ -trip_id,person_id,household_id,primary_purpose,trip_num,outbound,trip_count,destination,origin,tour_id,escort_participants,school_escort_direction,purpose,destination_logsum,earliest,latest,tour_hour,chunk_id,stop_num,next_trip_id,HR5,HR6,HR7,HR8,HR9,HR10,HR11,HR12,HR13,HR14,HR15,HR16,HR17,HR18,HR19,HR20,HR21,HR22,HR23 -607631295,1265898,568785,othdiscr,5,True,5,10,6,60763129,,,othdiscr,,6.0,6.0,6,134,4,0,0.0,0.0,0.081847071,0.0,0.338763551,0.0,0.240085302,0.0,0.114633558,0.0,0.146128192,0.0,0.0,0.078542326,0.0,0.0,0.0,0.0,0.0 -783942985,1633214,824434,othdiscr,5,True,5,10,7,78394298,,,othdiscr,,15.0,15.0,15,150,4,0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.635796163,0.0,0.0,0.364203837,0.0,0.0,0.0,0.0 -1180080735,2458501,1173905,othdiscr,5,True,5,5,6,118008073,,,othdiscr,,9.0,10.0,9,157,4,0,0.0,0.0,0.0,0.0,0.0,0.026872303,0.087815216,0.185433391,0.459158688,0.037962963,0.202757439,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 diff --git a/activitysim/examples/prototype_mtc_extended/test/output_10/trips_am.omx b/activitysim/examples/prototype_mtc_extended/test/output_10/trips_am.omx deleted file mode 100644 index 8d7fe4606da8a93226415300f6532d17e485ef6c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 82516 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z_{A;EJ906$Wd6LT-qvr;DY&W96t>RA&UVBWbuEtlD^~>>yS(;b#^BDg40C73=IF+i z1|0h7x1`OF9rCH@>RepMC1-86d^g27cKhu3hjqL6y%e@SZT{!wXNSHr<@>eM#=97J z$NL^vdiC|+4`~W%+RhgXAWeVA Date: Mon, 18 Mar 2024 12:27:05 -0400 Subject: [PATCH 05/16] skip dropping when tracing --- activitysim/core/interaction_simulate.py | 80 ++++++++++++------------ activitysim/core/simulate.py | 56 ++++++++++------- 2 files changed, 73 insertions(+), 63 deletions(-) diff --git a/activitysim/core/interaction_simulate.py b/activitysim/core/interaction_simulate.py index 749dfbf21..835491d15 100644 --- a/activitysim/core/interaction_simulate.py +++ b/activitysim/core/interaction_simulate.py @@ -91,49 +91,49 @@ def eval_interaction_utilities( logger.info(f"{trace_label} sharrow_enabled is {sharrow_enabled}") - # keep only variables needed for spec - import re + # check if tracing is enabled and if we have trace targets + if (trace_rows is None) or (not trace_rows.any()): - # define a regular expression to find variables in spec - pattern = r"[a-zA-Z_][a-zA-Z0-9_]*" + # keep only variables needed for spec + import re - unique_variables_in_spec = set( - spec.reset_index()["Expression"].apply(lambda x: re.findall(pattern, x)).sum() - ) + # define a regular expression to find variables in spec + pattern = r"[a-zA-Z_][a-zA-Z0-9_]*" + + unique_variables_in_spec = set( + spec.reset_index()["Expression"] + .apply(lambda x: re.findall(pattern, x)) + .sum() + ) - # when sharrow mode, need to keep skim variables in the chooser table - if sharrow_enabled: - unique_variables_in_spec.add(locals_d.get("orig_col_name", None)) - unique_variables_in_spec.add(locals_d.get("dest_col_name", None)) - if locals_d.get("timeframe") == "trip": - orig_col_name = locals_d.get("ORIGIN", None) - dest_col_name = locals_d.get("DESTINATION", None) - stop_col_name = None - parking_col_name = None - primary_origin_col_name = None - if orig_col_name is None and "od_skims" in locals_d: - orig_col_name = locals_d["od_skims"].orig_key - if dest_col_name is None and "od_skims" in locals_d: - dest_col_name = locals_d["od_skims"].dest_key - if stop_col_name is None and "dp_skims" in locals_d: - stop_col_name = locals_d["dp_skims"].dest_key - if primary_origin_col_name is None and "dnt_skims" in locals_d: - primary_origin_col_name = locals_d["dnt_skims"].dest_key - unique_variables_in_spec.add(orig_col_name) - unique_variables_in_spec.add(dest_col_name) - unique_variables_in_spec.add(parking_col_name) - unique_variables_in_spec.add(primary_origin_col_name) - unique_variables_in_spec.add(stop_col_name) - unique_variables_in_spec.add("trip_period") - unique_variables_in_spec.add("purpose_index_num") - # stop_col_name - # parking_col_name - # primary_origin_col_name - # out_period - # out_period_code - - # keep only variables needed for spec - df = df[[c for c in df.columns if c in unique_variables_in_spec]] + # when sharrow mode, need to keep skim variables in the chooser table + if sharrow_enabled: + unique_variables_in_spec.add(locals_d.get("orig_col_name", None)) + unique_variables_in_spec.add(locals_d.get("dest_col_name", None)) + if locals_d.get("timeframe") == "trip": + orig_col_name = locals_d.get("ORIGIN", None) + dest_col_name = locals_d.get("DESTINATION", None) + stop_col_name = None + parking_col_name = None + primary_origin_col_name = None + if orig_col_name is None and "od_skims" in locals_d: + orig_col_name = locals_d["od_skims"].orig_key + if dest_col_name is None and "od_skims" in locals_d: + dest_col_name = locals_d["od_skims"].dest_key + if stop_col_name is None and "dp_skims" in locals_d: + stop_col_name = locals_d["dp_skims"].dest_key + if primary_origin_col_name is None and "dnt_skims" in locals_d: + primary_origin_col_name = locals_d["dnt_skims"].dest_key + unique_variables_in_spec.add(orig_col_name) + unique_variables_in_spec.add(dest_col_name) + unique_variables_in_spec.add(parking_col_name) + unique_variables_in_spec.add(primary_origin_col_name) + unique_variables_in_spec.add(stop_col_name) + unique_variables_in_spec.add("trip_period") + unique_variables_in_spec.add("purpose_index_num") + + # keep only variables needed for spec + df = df[[c for c in df.columns if c in unique_variables_in_spec]] trace_eval_results = None diff --git a/activitysim/core/simulate.py b/activitysim/core/simulate.py index 1afeccd3c..a0cee024b 100644 --- a/activitysim/core/simulate.py +++ b/activitysim/core/simulate.py @@ -1514,36 +1514,46 @@ def _simple_simulate( if skims is not None: set_skim_wrapper_targets(choosers, skims) - # keep only variables needed for spec - import re + # check if tracing is enabled and if we have trace targets + have_trace_targets = state.tracing.has_trace_targets(choosers) - # define a regular expression to find variables in spec - pattern = r"[a-zA-Z_][a-zA-Z0-9_]*" + # if tracing is not enabled, drop unsed columns + if not have_trace_targets: - unique_variables_in_spec = set( - spec.reset_index()["Expression"].apply(lambda x: re.findall(pattern, x)).sum() - ) + # keep only variables needed for spec + import re - sharrow_enabled = state.settings.sharrow + # define a regular expression to find variables in spec + pattern = r"[a-zA-Z_][a-zA-Z0-9_]*" - # when sharrow mode, need to keep skim variables in the chooser table - if sharrow_enabled: - unique_variables_in_spec.add(locals_d.get("orig_col_name", None)) - unique_variables_in_spec.add(locals_d.get("dest_col_name", None)) - unique_variables_in_spec.add(locals_d.get("out_time_col_name", None)) - unique_variables_in_spec.add(locals_d.get("in_time_col_name", None)) - unique_variables_in_spec.add("out_period") - unique_variables_in_spec.add("in_period") - unique_variables_in_spec.add("trip_period") + unique_variables_in_spec = set( + spec.reset_index()["Expression"] + .apply(lambda x: re.findall(pattern, x)) + .sum() + ) - if custom_chooser: - import inspect + sharrow_enabled = state.settings.sharrow + + # when sharrow mode, need to keep skim variables in the chooser table + if sharrow_enabled: + unique_variables_in_spec.add(locals_d.get("orig_col_name", None)) + unique_variables_in_spec.add(locals_d.get("dest_col_name", None)) + unique_variables_in_spec.add(locals_d.get("out_time_col_name", None)) + unique_variables_in_spec.add(locals_d.get("in_time_col_name", None)) + unique_variables_in_spec.add("out_period") + unique_variables_in_spec.add("in_period") + unique_variables_in_spec.add("trip_period") + + if custom_chooser: + import inspect - custom_chooser_lines = inspect.getsource(custom_chooser) - unique_variables_in_spec.update(re.findall(pattern, custom_chooser_lines)) + custom_chooser_lines = inspect.getsource(custom_chooser) + unique_variables_in_spec.update(re.findall(pattern, custom_chooser_lines)) - # keep only variables needed for spec - choosers = choosers[[c for c in choosers.columns if c in unique_variables_in_spec]] + # keep only variables needed for spec + choosers = choosers[ + [c for c in choosers.columns if c in unique_variables_in_spec] + ] if nest_spec is None: choices = eval_mnl( From 34bb9de0b8f20c3cfe1ede4da1bb3cd40b1c2bcf Mon Sep 17 00:00:00 2001 From: Sijia Wang Date: Mon, 18 Mar 2024 18:22:12 -0400 Subject: [PATCH 06/16] skip dropping if estimation mode --- activitysim/core/interaction_simulate.py | 50 ++++++++++++------------ activitysim/core/simulate.py | 5 ++- 2 files changed, 29 insertions(+), 26 deletions(-) diff --git a/activitysim/core/interaction_simulate.py b/activitysim/core/interaction_simulate.py index 835491d15..dc88661de 100644 --- a/activitysim/core/interaction_simulate.py +++ b/activitysim/core/interaction_simulate.py @@ -92,7 +92,8 @@ def eval_interaction_utilities( logger.info(f"{trace_label} sharrow_enabled is {sharrow_enabled}") # check if tracing is enabled and if we have trace targets - if (trace_rows is None) or (not trace_rows.any()): + # if not estimation mode, drop unused columns + if ((trace_rows is None) or (not trace_rows.any())) and (estimator is None): # keep only variables needed for spec import re @@ -108,29 +109,30 @@ def eval_interaction_utilities( # when sharrow mode, need to keep skim variables in the chooser table if sharrow_enabled: - unique_variables_in_spec.add(locals_d.get("orig_col_name", None)) - unique_variables_in_spec.add(locals_d.get("dest_col_name", None)) - if locals_d.get("timeframe") == "trip": - orig_col_name = locals_d.get("ORIGIN", None) - dest_col_name = locals_d.get("DESTINATION", None) - stop_col_name = None - parking_col_name = None - primary_origin_col_name = None - if orig_col_name is None and "od_skims" in locals_d: - orig_col_name = locals_d["od_skims"].orig_key - if dest_col_name is None and "od_skims" in locals_d: - dest_col_name = locals_d["od_skims"].dest_key - if stop_col_name is None and "dp_skims" in locals_d: - stop_col_name = locals_d["dp_skims"].dest_key - if primary_origin_col_name is None and "dnt_skims" in locals_d: - primary_origin_col_name = locals_d["dnt_skims"].dest_key - unique_variables_in_spec.add(orig_col_name) - unique_variables_in_spec.add(dest_col_name) - unique_variables_in_spec.add(parking_col_name) - unique_variables_in_spec.add(primary_origin_col_name) - unique_variables_in_spec.add(stop_col_name) - unique_variables_in_spec.add("trip_period") - unique_variables_in_spec.add("purpose_index_num") + if locals_d: + unique_variables_in_spec.add(locals_d.get("orig_col_name", None)) + unique_variables_in_spec.add(locals_d.get("dest_col_name", None)) + if locals_d.get("timeframe") == "trip": + orig_col_name = locals_d.get("ORIGIN", None) + dest_col_name = locals_d.get("DESTINATION", None) + stop_col_name = None + parking_col_name = None + primary_origin_col_name = None + if orig_col_name is None and "od_skims" in locals_d: + orig_col_name = locals_d["od_skims"].orig_key + if dest_col_name is None and "od_skims" in locals_d: + dest_col_name = locals_d["od_skims"].dest_key + if stop_col_name is None and "dp_skims" in locals_d: + stop_col_name = locals_d["dp_skims"].dest_key + if primary_origin_col_name is None and "dnt_skims" in locals_d: + primary_origin_col_name = locals_d["dnt_skims"].dest_key + unique_variables_in_spec.add(orig_col_name) + unique_variables_in_spec.add(dest_col_name) + unique_variables_in_spec.add(parking_col_name) + unique_variables_in_spec.add(primary_origin_col_name) + unique_variables_in_spec.add(stop_col_name) + unique_variables_in_spec.add("trip_period") + unique_variables_in_spec.add("purpose_index_num") # keep only variables needed for spec df = df[[c for c in df.columns if c in unique_variables_in_spec]] diff --git a/activitysim/core/simulate.py b/activitysim/core/simulate.py index a0cee024b..25e8bd6b7 100644 --- a/activitysim/core/simulate.py +++ b/activitysim/core/simulate.py @@ -1517,8 +1517,9 @@ def _simple_simulate( # check if tracing is enabled and if we have trace targets have_trace_targets = state.tracing.has_trace_targets(choosers) - # if tracing is not enabled, drop unsed columns - if not have_trace_targets: + # if tracing is not enabled, drop unused columns + # if not estimation mode, drop unused columns + if (not have_trace_targets) and (estimator is None): # keep only variables needed for spec import re From a013b6e804d5063b20671f6505a2ddc40b0f8b1c Mon Sep 17 00:00:00 2001 From: Sijia Wang Date: Sun, 24 Mar 2024 21:05:50 -0400 Subject: [PATCH 07/16] test dropping before interaction df --- activitysim/abm/models/trip_destination.py | 6 +- activitysim/core/interaction_sample.py | 57 ++++++++++ .../core/interaction_sample_simulate.py | 59 +++++++++++ activitysim/core/interaction_simulate.py | 100 ++++++++++-------- activitysim/core/simulate.py | 2 + 5 files changed, 175 insertions(+), 49 deletions(-) diff --git a/activitysim/abm/models/trip_destination.py b/activitysim/abm/models/trip_destination.py index 9b7983c87..6e1d38c43 100644 --- a/activitysim/abm/models/trip_destination.py +++ b/activitysim/abm/models/trip_destination.py @@ -995,7 +995,7 @@ def choose_trip_destination( destination_sample = trip_destination_sample( state, primary_purpose=primary_purpose, - trips=trips, + trips=trips.copy(), alternatives=alternatives, model_settings=model_settings, size_term_matrix=size_term_matrix, @@ -1023,7 +1023,7 @@ def choose_trip_destination( destination_sample = compute_logsums( state, primary_purpose=primary_purpose, - trips=trips, + trips=trips.copy(), destination_sample=destination_sample, tours_merged=tours_merged, model_settings=model_settings, @@ -1036,7 +1036,7 @@ def choose_trip_destination( destinations = trip_destination_simulate( state, primary_purpose=primary_purpose, - trips=trips, + trips=trips.copy(), destination_sample=destination_sample, model_settings=model_settings, want_logsums=want_logsums, diff --git a/activitysim/core/interaction_sample.py b/activitysim/core/interaction_sample.py index 80dc6fb00..77c2eff0c 100644 --- a/activitysim/core/interaction_sample.py +++ b/activitysim/core/interaction_sample.py @@ -231,6 +231,63 @@ def _interaction_sample( interaction_utilities = None interaction_utilities_sh = None + + # drop variables before the interaction dataframe is created + + # check if tracing is enabled and if we have trace targets + # if not estimation mode, drop unused columns + if (not have_trace_targets): + + # keep only variables needed for spec + import re + + # define a regular expression to find variables in spec + pattern = r"[a-zA-Z_][a-zA-Z0-9_]*" + + unique_variables_in_spec = set( + spec.reset_index()["Expression"] + .apply(lambda x: re.findall(pattern, x)) + .sum() + ) + + # when sharrow mode, need to keep skim variables in the chooser table + # if sharrow_enabled: + if locals_d: + unique_variables_in_spec.add(locals_d.get("orig_col_name", None)) + unique_variables_in_spec.add(locals_d.get("dest_col_name", None)) + if locals_d.get("timeframe") == "trip": + orig_col_name = locals_d.get("ORIGIN", None) + dest_col_name = locals_d.get("DESTINATION", None) + stop_col_name = None + parking_col_name = None + primary_origin_col_name = None + if orig_col_name is None and "od_skims" in locals_d: + orig_col_name = locals_d["od_skims"].orig_key + if dest_col_name is None and "od_skims" in locals_d: + dest_col_name = locals_d["od_skims"].dest_key + if stop_col_name is None and "dp_skims" in locals_d: + stop_col_name = locals_d["dp_skims"].dest_key + if primary_origin_col_name is None and "dnt_skims" in locals_d: + primary_origin_col_name = locals_d["dnt_skims"].dest_key + unique_variables_in_spec.add(orig_col_name) + unique_variables_in_spec.add(dest_col_name) + unique_variables_in_spec.add(parking_col_name) + unique_variables_in_spec.add(primary_origin_col_name) + unique_variables_in_spec.add(stop_col_name) + unique_variables_in_spec.add("trip_period") + unique_variables_in_spec.add("purpose_index_num") + + unique_variables_in_spec.add("proto_person_id") + unique_variables_in_spec.add("person_id") + unique_variables_in_spec.add("tour_id") + unique_variables_in_spec.add("tour_mode") + logger.info("Dropping unused variables in chooser table") + + if "school_escorting" not in trace_label: + for c in choosers.columns: + if c not in unique_variables_in_spec: + choosers.drop(c, axis=1, inplace=True) + if sharrow_enabled: ( interaction_utilities, diff --git a/activitysim/core/interaction_sample_simulate.py b/activitysim/core/interaction_sample_simulate.py index b42eb2683..b6cad4419 100644 --- a/activitysim/core/interaction_sample_simulate.py +++ b/activitysim/core/interaction_sample_simulate.py @@ -134,6 +134,65 @@ def _interaction_sample_simulate( logger.info( f"{trace_label} start merging choosers and alternatives to create interaction_df" ) + + # drop variables before the interaction dataframe is created + + # check if tracing is enabled and if we have trace targets + # if not estimation mode, drop unused columns + if (not have_trace_targets): + + # keep only variables needed for spec + import re + + # define a regular expression to find variables in spec + pattern = r"[a-zA-Z_][a-zA-Z0-9_]*" + + unique_variables_in_spec = set( + spec.reset_index()["Expression"] + .apply(lambda x: re.findall(pattern, x)) + .sum() + ) + + # when sharrow mode, need to keep skim variables in the chooser table + # if sharrow_enabled: + if locals_d: + unique_variables_in_spec.add(locals_d.get("orig_col_name", None)) + unique_variables_in_spec.add(locals_d.get("dest_col_name", None)) + if locals_d.get("timeframe") == "trip": + orig_col_name = locals_d.get("ORIGIN", None) + dest_col_name = locals_d.get("DESTINATION", None) + stop_col_name = None + parking_col_name = None + primary_origin_col_name = None + if orig_col_name is None and "od_skims" in locals_d: + orig_col_name = locals_d["od_skims"].orig_key + if dest_col_name is None and "od_skims" in locals_d: + dest_col_name = locals_d["od_skims"].dest_key + if stop_col_name is None and "dp_skims" in locals_d: + stop_col_name = locals_d["dp_skims"].dest_key + if primary_origin_col_name is None and "dnt_skims" in locals_d: + primary_origin_col_name = locals_d["dnt_skims"].dest_key + unique_variables_in_spec.add(orig_col_name) + unique_variables_in_spec.add(dest_col_name) + unique_variables_in_spec.add(parking_col_name) + unique_variables_in_spec.add(primary_origin_col_name) + unique_variables_in_spec.add(stop_col_name) + unique_variables_in_spec.add("trip_period") + unique_variables_in_spec.add("purpose_index_num") + + unique_variables_in_spec.add("proto_person_id") + unique_variables_in_spec.add("person_id") + unique_variables_in_spec.add("tour_id") + unique_variables_in_spec.add("tour_mode") + unique_variables_in_spec.add("household_id") + unique_variables_in_spec.add("parent_tour_id") + logger.info("Dropping unused variables in chooser table") + + if "school_escorting" not in trace_label: + for c in choosers.columns: + if c not in unique_variables_in_spec: + choosers.drop(c, axis=1, inplace=True) + interaction_df = alternatives.join(choosers, how="left", rsuffix="_chooser") logger.info( f"{trace_label} end merging choosers and alternatives to create interaction_df" diff --git a/activitysim/core/interaction_simulate.py b/activitysim/core/interaction_simulate.py index dc88661de..b453d13a9 100644 --- a/activitysim/core/interaction_simulate.py +++ b/activitysim/core/interaction_simulate.py @@ -91,52 +91,6 @@ def eval_interaction_utilities( logger.info(f"{trace_label} sharrow_enabled is {sharrow_enabled}") - # check if tracing is enabled and if we have trace targets - # if not estimation mode, drop unused columns - if ((trace_rows is None) or (not trace_rows.any())) and (estimator is None): - - # keep only variables needed for spec - import re - - # define a regular expression to find variables in spec - pattern = r"[a-zA-Z_][a-zA-Z0-9_]*" - - unique_variables_in_spec = set( - spec.reset_index()["Expression"] - .apply(lambda x: re.findall(pattern, x)) - .sum() - ) - - # when sharrow mode, need to keep skim variables in the chooser table - if sharrow_enabled: - if locals_d: - unique_variables_in_spec.add(locals_d.get("orig_col_name", None)) - unique_variables_in_spec.add(locals_d.get("dest_col_name", None)) - if locals_d.get("timeframe") == "trip": - orig_col_name = locals_d.get("ORIGIN", None) - dest_col_name = locals_d.get("DESTINATION", None) - stop_col_name = None - parking_col_name = None - primary_origin_col_name = None - if orig_col_name is None and "od_skims" in locals_d: - orig_col_name = locals_d["od_skims"].orig_key - if dest_col_name is None and "od_skims" in locals_d: - dest_col_name = locals_d["od_skims"].dest_key - if stop_col_name is None and "dp_skims" in locals_d: - stop_col_name = locals_d["dp_skims"].dest_key - if primary_origin_col_name is None and "dnt_skims" in locals_d: - primary_origin_col_name = locals_d["dnt_skims"].dest_key - unique_variables_in_spec.add(orig_col_name) - unique_variables_in_spec.add(dest_col_name) - unique_variables_in_spec.add(parking_col_name) - unique_variables_in_spec.add(primary_origin_col_name) - unique_variables_in_spec.add(stop_col_name) - unique_variables_in_spec.add("trip_period") - unique_variables_in_spec.add("purpose_index_num") - - # keep only variables needed for spec - df = df[[c for c in df.columns if c in unique_variables_in_spec]] - trace_eval_results = None with chunk.chunk_log(state, trace_label) as chunk_sizer: @@ -742,6 +696,60 @@ def _interaction_simulate( sharrow_enabled = state.settings.sharrow interaction_utilities = None + # drop variables before the interaction dataframe is created + + # check if tracing is enabled and if we have trace targets + # if not estimation mode, drop unused columns + if (not have_trace_targets) and (estimator is None): + + # drop_variable = True + + # keep only variables needed for spec + import re + + # define a regular expression to find variables in spec + pattern = r"[a-zA-Z_][a-zA-Z0-9_]*" + + unique_variables_in_spec = set( + spec.reset_index()["Expression"] + .apply(lambda x: re.findall(pattern, x)) + .sum() + ) + + # when sharrow mode, need to keep skim variables in the chooser table + if sharrow_enabled: + if locals_d: + unique_variables_in_spec.add(locals_d.get("orig_col_name", None)) + unique_variables_in_spec.add(locals_d.get("dest_col_name", None)) + if locals_d.get("timeframe") == "trip": + orig_col_name = locals_d.get("ORIGIN", None) + dest_col_name = locals_d.get("DESTINATION", None) + stop_col_name = None + parking_col_name = None + primary_origin_col_name = None + if orig_col_name is None and "od_skims" in locals_d: + orig_col_name = locals_d["od_skims"].orig_key + if dest_col_name is None and "od_skims" in locals_d: + dest_col_name = locals_d["od_skims"].dest_key + if stop_col_name is None and "dp_skims" in locals_d: + stop_col_name = locals_d["dp_skims"].dest_key + if primary_origin_col_name is None and "dnt_skims" in locals_d: + primary_origin_col_name = locals_d["dnt_skims"].dest_key + unique_variables_in_spec.add(orig_col_name) + unique_variables_in_spec.add(dest_col_name) + unique_variables_in_spec.add(parking_col_name) + unique_variables_in_spec.add(primary_origin_col_name) + unique_variables_in_spec.add(stop_col_name) + unique_variables_in_spec.add("trip_period") + unique_variables_in_spec.add("purpose_index_num") + + logger.info("Dropping unused variables in chooser table") + + if "school_escorting" not in trace_label: + for c in choosers.columns: + if c not in unique_variables_in_spec: + choosers.drop(c, axis=1, inplace=True) + if locals_d is not None and locals_d.get("_sharrow_skip", False): sharrow_enabled = False diff --git a/activitysim/core/simulate.py b/activitysim/core/simulate.py index 25e8bd6b7..c3b864149 100644 --- a/activitysim/core/simulate.py +++ b/activitysim/core/simulate.py @@ -1550,6 +1550,8 @@ def _simple_simulate( custom_chooser_lines = inspect.getsource(custom_chooser) unique_variables_in_spec.update(re.findall(pattern, custom_chooser_lines)) + + logger.info("Dropping unused variables in chooser table") # keep only variables needed for spec choosers = choosers[ From 279987bdcec0e778f489b5f1d9d5fcdba3cd4dd3 Mon Sep 17 00:00:00 2001 From: Sijia Wang Date: Mon, 25 Mar 2024 17:57:28 -0400 Subject: [PATCH 08/16] black --- activitysim/core/interaction_sample.py | 14 ++++++++++++-- activitysim/core/interaction_sample_simulate.py | 4 ++-- activitysim/core/interaction_simulate.py | 2 +- activitysim/core/simulate.py | 2 +- 4 files changed, 16 insertions(+), 6 deletions(-) diff --git a/activitysim/core/interaction_sample.py b/activitysim/core/interaction_sample.py index 77c2eff0c..e091a725c 100644 --- a/activitysim/core/interaction_sample.py +++ b/activitysim/core/interaction_sample.py @@ -236,7 +236,7 @@ def _interaction_sample( # check if tracing is enabled and if we have trace targets # if not estimation mode, drop unused columns - if (not have_trace_targets): + if not have_trace_targets: # keep only variables needed for spec import re @@ -276,7 +276,7 @@ def _interaction_sample( unique_variables_in_spec.add(stop_col_name) unique_variables_in_spec.add("trip_period") unique_variables_in_spec.add("purpose_index_num") - + unique_variables_in_spec.add("proto_person_id") unique_variables_in_spec.add("person_id") unique_variables_in_spec.add("tour_id") @@ -284,9 +284,19 @@ def _interaction_sample( logger.info("Dropping unused variables in chooser table") if "school_escorting" not in trace_label: + logger.info( + "before dropping, the choosers table has {} columns: {}".format( + len(choosers.columns), choosers.columns + ) + ) for c in choosers.columns: if c not in unique_variables_in_spec: choosers.drop(c, axis=1, inplace=True) + logger.info( + "after dropping, the choosers table has {} columns: {}".format( + len(choosers.columns), choosers.columns + ) + ) if sharrow_enabled: ( diff --git a/activitysim/core/interaction_sample_simulate.py b/activitysim/core/interaction_sample_simulate.py index b6cad4419..ffac4ebee 100644 --- a/activitysim/core/interaction_sample_simulate.py +++ b/activitysim/core/interaction_sample_simulate.py @@ -139,7 +139,7 @@ def _interaction_sample_simulate( # check if tracing is enabled and if we have trace targets # if not estimation mode, drop unused columns - if (not have_trace_targets): + if not have_trace_targets: # keep only variables needed for spec import re @@ -179,7 +179,7 @@ def _interaction_sample_simulate( unique_variables_in_spec.add(stop_col_name) unique_variables_in_spec.add("trip_period") unique_variables_in_spec.add("purpose_index_num") - + unique_variables_in_spec.add("proto_person_id") unique_variables_in_spec.add("person_id") unique_variables_in_spec.add("tour_id") diff --git a/activitysim/core/interaction_simulate.py b/activitysim/core/interaction_simulate.py index b453d13a9..c7b04d795 100644 --- a/activitysim/core/interaction_simulate.py +++ b/activitysim/core/interaction_simulate.py @@ -742,7 +742,7 @@ def _interaction_simulate( unique_variables_in_spec.add(stop_col_name) unique_variables_in_spec.add("trip_period") unique_variables_in_spec.add("purpose_index_num") - + logger.info("Dropping unused variables in chooser table") if "school_escorting" not in trace_label: diff --git a/activitysim/core/simulate.py b/activitysim/core/simulate.py index c3b864149..d4cd0110a 100644 --- a/activitysim/core/simulate.py +++ b/activitysim/core/simulate.py @@ -1550,7 +1550,7 @@ def _simple_simulate( custom_chooser_lines = inspect.getsource(custom_chooser) unique_variables_in_spec.update(re.findall(pattern, custom_chooser_lines)) - + logger.info("Dropping unused variables in chooser table") # keep only variables needed for spec From b6fd307bf6da0a77de9fb603068f2d234735ffb4 Mon Sep 17 00:00:00 2001 From: Sijia Wang Date: Tue, 26 Mar 2024 15:41:02 -0400 Subject: [PATCH 09/16] revert drop inplace --- activitysim/abm/models/trip_destination.py | 6 ++--- activitysim/core/interaction_sample.py | 23 +++++++++---------- .../core/interaction_sample_simulate.py | 7 +++--- activitysim/core/interaction_simulate.py | 7 +++--- 4 files changed, 20 insertions(+), 23 deletions(-) diff --git a/activitysim/abm/models/trip_destination.py b/activitysim/abm/models/trip_destination.py index 6e1d38c43..9b7983c87 100644 --- a/activitysim/abm/models/trip_destination.py +++ b/activitysim/abm/models/trip_destination.py @@ -995,7 +995,7 @@ def choose_trip_destination( destination_sample = trip_destination_sample( state, primary_purpose=primary_purpose, - trips=trips.copy(), + trips=trips, alternatives=alternatives, model_settings=model_settings, size_term_matrix=size_term_matrix, @@ -1023,7 +1023,7 @@ def choose_trip_destination( destination_sample = compute_logsums( state, primary_purpose=primary_purpose, - trips=trips.copy(), + trips=trips, destination_sample=destination_sample, tours_merged=tours_merged, model_settings=model_settings, @@ -1036,7 +1036,7 @@ def choose_trip_destination( destinations = trip_destination_simulate( state, primary_purpose=primary_purpose, - trips=trips.copy(), + trips=trips, destination_sample=destination_sample, model_settings=model_settings, want_logsums=want_logsums, diff --git a/activitysim/core/interaction_sample.py b/activitysim/core/interaction_sample.py index e091a725c..98afacd8f 100644 --- a/activitysim/core/interaction_sample.py +++ b/activitysim/core/interaction_sample.py @@ -283,20 +283,19 @@ def _interaction_sample( unique_variables_in_spec.add("tour_mode") logger.info("Dropping unused variables in chooser table") - if "school_escorting" not in trace_label: - logger.info( - "before dropping, the choosers table has {} columns: {}".format( - len(choosers.columns), choosers.columns - ) + logger.info( + "before dropping, the choosers table has {} columns: {}".format( + len(choosers.columns), choosers.columns ) - for c in choosers.columns: - if c not in unique_variables_in_spec: - choosers.drop(c, axis=1, inplace=True) - logger.info( - "after dropping, the choosers table has {} columns: {}".format( - len(choosers.columns), choosers.columns - ) + ) + for c in choosers.columns: + if c not in unique_variables_in_spec: + choosers = choosers.drop(c, axis=1) + logger.info( + "after dropping, the choosers table has {} columns: {}".format( + len(choosers.columns), choosers.columns ) + ) if sharrow_enabled: ( diff --git a/activitysim/core/interaction_sample_simulate.py b/activitysim/core/interaction_sample_simulate.py index ffac4ebee..66a46036f 100644 --- a/activitysim/core/interaction_sample_simulate.py +++ b/activitysim/core/interaction_sample_simulate.py @@ -188,10 +188,9 @@ def _interaction_sample_simulate( unique_variables_in_spec.add("parent_tour_id") logger.info("Dropping unused variables in chooser table") - if "school_escorting" not in trace_label: - for c in choosers.columns: - if c not in unique_variables_in_spec: - choosers.drop(c, axis=1, inplace=True) + for c in choosers.columns: + if c not in unique_variables_in_spec: + choosers = choosers.drop(c, axis=1) interaction_df = alternatives.join(choosers, how="left", rsuffix="_chooser") logger.info( diff --git a/activitysim/core/interaction_simulate.py b/activitysim/core/interaction_simulate.py index c7b04d795..2530db8e1 100644 --- a/activitysim/core/interaction_simulate.py +++ b/activitysim/core/interaction_simulate.py @@ -745,10 +745,9 @@ def _interaction_simulate( logger.info("Dropping unused variables in chooser table") - if "school_escorting" not in trace_label: - for c in choosers.columns: - if c not in unique_variables_in_spec: - choosers.drop(c, axis=1, inplace=True) + for c in choosers.columns: + if c not in unique_variables_in_spec: + choosers = choosers.drop(c, axis=1) if locals_d is not None and locals_d.get("_sharrow_skip", False): sharrow_enabled = False From e5d98783f1199b91ec74e80c7df43521d047bca1 Mon Sep 17 00:00:00 2001 From: Sijia Wang Date: Wed, 27 Mar 2024 18:59:10 -0400 Subject: [PATCH 10/16] cleaning dup codes to function --- activitysim/core/interaction_sample.py | 64 ++-------------- .../core/interaction_sample_simulate.py | 58 ++------------ activitysim/core/interaction_simulate.py | 52 ++----------- activitysim/core/simulate.py | 45 +++-------- activitysim/core/util.py | 75 +++++++++++++++++++ 5 files changed, 106 insertions(+), 188 deletions(-) diff --git a/activitysim/core/interaction_sample.py b/activitysim/core/interaction_sample.py index 98afacd8f..33f498029 100644 --- a/activitysim/core/interaction_sample.py +++ b/activitysim/core/interaction_sample.py @@ -14,6 +14,7 @@ simulate, tracing, workflow, + util, ) from activitysim.core.skim_dataset import DatasetWrapper from activitysim.core.skim_dictionary import SkimWrapper @@ -238,63 +239,12 @@ def _interaction_sample( # if not estimation mode, drop unused columns if not have_trace_targets: - # keep only variables needed for spec - import re - - # define a regular expression to find variables in spec - pattern = r"[a-zA-Z_][a-zA-Z0-9_]*" - - unique_variables_in_spec = set( - spec.reset_index()["Expression"] - .apply(lambda x: re.findall(pattern, x)) - .sum() - ) - - # when sharrow mode, need to keep skim variables in the chooser table - # if sharrow_enabled: - if locals_d: - unique_variables_in_spec.add(locals_d.get("orig_col_name", None)) - unique_variables_in_spec.add(locals_d.get("dest_col_name", None)) - if locals_d.get("timeframe") == "trip": - orig_col_name = locals_d.get("ORIGIN", None) - dest_col_name = locals_d.get("DESTINATION", None) - stop_col_name = None - parking_col_name = None - primary_origin_col_name = None - if orig_col_name is None and "od_skims" in locals_d: - orig_col_name = locals_d["od_skims"].orig_key - if dest_col_name is None and "od_skims" in locals_d: - dest_col_name = locals_d["od_skims"].dest_key - if stop_col_name is None and "dp_skims" in locals_d: - stop_col_name = locals_d["dp_skims"].dest_key - if primary_origin_col_name is None and "dnt_skims" in locals_d: - primary_origin_col_name = locals_d["dnt_skims"].dest_key - unique_variables_in_spec.add(orig_col_name) - unique_variables_in_spec.add(dest_col_name) - unique_variables_in_spec.add(parking_col_name) - unique_variables_in_spec.add(primary_origin_col_name) - unique_variables_in_spec.add(stop_col_name) - unique_variables_in_spec.add("trip_period") - unique_variables_in_spec.add("purpose_index_num") - - unique_variables_in_spec.add("proto_person_id") - unique_variables_in_spec.add("person_id") - unique_variables_in_spec.add("tour_id") - unique_variables_in_spec.add("tour_mode") - logger.info("Dropping unused variables in chooser table") - - logger.info( - "before dropping, the choosers table has {} columns: {}".format( - len(choosers.columns), choosers.columns - ) - ) - for c in choosers.columns: - if c not in unique_variables_in_spec: - choosers = choosers.drop(c, axis=1) - logger.info( - "after dropping, the choosers table has {} columns: {}".format( - len(choosers.columns), choosers.columns - ) + choosers = util.drop_unused_chooser_columns( + choosers, + spec, + locals_d, + custom_chooser=None, + sharrow_enabled=sharrow_enabled, ) if sharrow_enabled: diff --git a/activitysim/core/interaction_sample_simulate.py b/activitysim/core/interaction_sample_simulate.py index 66a46036f..bee7c79a7 100644 --- a/activitysim/core/interaction_sample_simulate.py +++ b/activitysim/core/interaction_sample_simulate.py @@ -7,7 +7,7 @@ import numpy as np import pandas as pd -from activitysim.core import chunk, interaction_simulate, logit, tracing, workflow +from activitysim.core import chunk, interaction_simulate, logit, tracing, workflow, util from activitysim.core.simulate import set_skim_wrapper_targets logger = logging.getLogger(__name__) @@ -136,62 +136,20 @@ def _interaction_sample_simulate( ) # drop variables before the interaction dataframe is created + sharrow_enabled = state.settings.sharrow # check if tracing is enabled and if we have trace targets # if not estimation mode, drop unused columns if not have_trace_targets: - # keep only variables needed for spec - import re - - # define a regular expression to find variables in spec - pattern = r"[a-zA-Z_][a-zA-Z0-9_]*" - - unique_variables_in_spec = set( - spec.reset_index()["Expression"] - .apply(lambda x: re.findall(pattern, x)) - .sum() + choosers = util.drop_unused_chooser_columns( + choosers, + spec, + locals_d, + custom_chooser=None, + sharrow_enabled=sharrow_enabled, ) - # when sharrow mode, need to keep skim variables in the chooser table - # if sharrow_enabled: - if locals_d: - unique_variables_in_spec.add(locals_d.get("orig_col_name", None)) - unique_variables_in_spec.add(locals_d.get("dest_col_name", None)) - if locals_d.get("timeframe") == "trip": - orig_col_name = locals_d.get("ORIGIN", None) - dest_col_name = locals_d.get("DESTINATION", None) - stop_col_name = None - parking_col_name = None - primary_origin_col_name = None - if orig_col_name is None and "od_skims" in locals_d: - orig_col_name = locals_d["od_skims"].orig_key - if dest_col_name is None and "od_skims" in locals_d: - dest_col_name = locals_d["od_skims"].dest_key - if stop_col_name is None and "dp_skims" in locals_d: - stop_col_name = locals_d["dp_skims"].dest_key - if primary_origin_col_name is None and "dnt_skims" in locals_d: - primary_origin_col_name = locals_d["dnt_skims"].dest_key - unique_variables_in_spec.add(orig_col_name) - unique_variables_in_spec.add(dest_col_name) - unique_variables_in_spec.add(parking_col_name) - unique_variables_in_spec.add(primary_origin_col_name) - unique_variables_in_spec.add(stop_col_name) - unique_variables_in_spec.add("trip_period") - unique_variables_in_spec.add("purpose_index_num") - - unique_variables_in_spec.add("proto_person_id") - unique_variables_in_spec.add("person_id") - unique_variables_in_spec.add("tour_id") - unique_variables_in_spec.add("tour_mode") - unique_variables_in_spec.add("household_id") - unique_variables_in_spec.add("parent_tour_id") - logger.info("Dropping unused variables in chooser table") - - for c in choosers.columns: - if c not in unique_variables_in_spec: - choosers = choosers.drop(c, axis=1) - interaction_df = alternatives.join(choosers, how="left", rsuffix="_chooser") logger.info( f"{trace_label} end merging choosers and alternatives to create interaction_df" diff --git a/activitysim/core/interaction_simulate.py b/activitysim/core/interaction_simulate.py index 2530db8e1..dedc6759f 100644 --- a/activitysim/core/interaction_simulate.py +++ b/activitysim/core/interaction_simulate.py @@ -13,6 +13,7 @@ import pandas as pd from . import chunk, config, logit, simulate, tracing, workflow +from activitysim.core import util logger = logging.getLogger(__name__) @@ -702,53 +703,14 @@ def _interaction_simulate( # if not estimation mode, drop unused columns if (not have_trace_targets) and (estimator is None): - # drop_variable = True - - # keep only variables needed for spec - import re - - # define a regular expression to find variables in spec - pattern = r"[a-zA-Z_][a-zA-Z0-9_]*" - - unique_variables_in_spec = set( - spec.reset_index()["Expression"] - .apply(lambda x: re.findall(pattern, x)) - .sum() + choosers = util.drop_unused_chooser_columns( + choosers, + spec, + locals_d, + custom_chooser=None, + sharrow_enabled=sharrow_enabled, ) - # when sharrow mode, need to keep skim variables in the chooser table - if sharrow_enabled: - if locals_d: - unique_variables_in_spec.add(locals_d.get("orig_col_name", None)) - unique_variables_in_spec.add(locals_d.get("dest_col_name", None)) - if locals_d.get("timeframe") == "trip": - orig_col_name = locals_d.get("ORIGIN", None) - dest_col_name = locals_d.get("DESTINATION", None) - stop_col_name = None - parking_col_name = None - primary_origin_col_name = None - if orig_col_name is None and "od_skims" in locals_d: - orig_col_name = locals_d["od_skims"].orig_key - if dest_col_name is None and "od_skims" in locals_d: - dest_col_name = locals_d["od_skims"].dest_key - if stop_col_name is None and "dp_skims" in locals_d: - stop_col_name = locals_d["dp_skims"].dest_key - if primary_origin_col_name is None and "dnt_skims" in locals_d: - primary_origin_col_name = locals_d["dnt_skims"].dest_key - unique_variables_in_spec.add(orig_col_name) - unique_variables_in_spec.add(dest_col_name) - unique_variables_in_spec.add(parking_col_name) - unique_variables_in_spec.add(primary_origin_col_name) - unique_variables_in_spec.add(stop_col_name) - unique_variables_in_spec.add("trip_period") - unique_variables_in_spec.add("purpose_index_num") - - logger.info("Dropping unused variables in chooser table") - - for c in choosers.columns: - if c not in unique_variables_in_spec: - choosers = choosers.drop(c, axis=1) - if locals_d is not None and locals_d.get("_sharrow_skip", False): sharrow_enabled = False diff --git a/activitysim/core/simulate.py b/activitysim/core/simulate.py index d4cd0110a..5cc4ce1c5 100644 --- a/activitysim/core/simulate.py +++ b/activitysim/core/simulate.py @@ -1517,47 +1517,20 @@ def _simple_simulate( # check if tracing is enabled and if we have trace targets have_trace_targets = state.tracing.has_trace_targets(choosers) + sharrow_enabled = state.settings.sharrow + # if tracing is not enabled, drop unused columns # if not estimation mode, drop unused columns if (not have_trace_targets) and (estimator is None): - - # keep only variables needed for spec - import re - - # define a regular expression to find variables in spec - pattern = r"[a-zA-Z_][a-zA-Z0-9_]*" - - unique_variables_in_spec = set( - spec.reset_index()["Expression"] - .apply(lambda x: re.findall(pattern, x)) - .sum() + # drop unused variables in chooser table + choosers = util.drop_unused_chooser_columns( + choosers, + spec, + locals_d, + custom_chooser, + sharrow_enabled=sharrow_enabled, ) - sharrow_enabled = state.settings.sharrow - - # when sharrow mode, need to keep skim variables in the chooser table - if sharrow_enabled: - unique_variables_in_spec.add(locals_d.get("orig_col_name", None)) - unique_variables_in_spec.add(locals_d.get("dest_col_name", None)) - unique_variables_in_spec.add(locals_d.get("out_time_col_name", None)) - unique_variables_in_spec.add(locals_d.get("in_time_col_name", None)) - unique_variables_in_spec.add("out_period") - unique_variables_in_spec.add("in_period") - unique_variables_in_spec.add("trip_period") - - if custom_chooser: - import inspect - - custom_chooser_lines = inspect.getsource(custom_chooser) - unique_variables_in_spec.update(re.findall(pattern, custom_chooser_lines)) - - logger.info("Dropping unused variables in chooser table") - - # keep only variables needed for spec - choosers = choosers[ - [c for c in choosers.columns if c in unique_variables_in_spec] - ] - if nest_spec is None: choices = eval_mnl( state, diff --git a/activitysim/core/util.py b/activitysim/core/util.py index 3130b18f5..7d4f213fd 100644 --- a/activitysim/core/util.py +++ b/activitysim/core/util.py @@ -638,3 +638,78 @@ def zarr_file_modification_time(zarr_dir: Path): if t == 0: raise FileNotFoundError(zarr_dir) return t + + +def drop_unused_chooser_columns( + choosers, spec, locals_d, custom_chooser, sharrow_enabled=False +): + """ + Drop unused columns from the chooser table, based on the spec and custom_chooser function. + """ + # keep only variables needed for spec + import re + + # define a regular expression to find variables in spec + pattern = r"[a-zA-Z_][a-zA-Z0-9_]*" + + unique_variables_in_spec = set( + spec.reset_index()["Expression"].apply(lambda x: re.findall(pattern, x)).sum() + ) + + if locals_d: + unique_variables_in_spec.add(locals_d.get("orig_col_name", None)) + unique_variables_in_spec.add(locals_d.get("dest_col_name", None)) + if locals_d.get("timeframe") == "trip": + orig_col_name = locals_d.get("ORIGIN", None) + dest_col_name = locals_d.get("DESTINATION", None) + stop_col_name = None + parking_col_name = locals_d.get("PARKING", None) + primary_origin_col_name = None + if orig_col_name is None and "od_skims" in locals_d: + orig_col_name = locals_d["od_skims"].orig_key + if dest_col_name is None and "od_skims" in locals_d: + dest_col_name = locals_d["od_skims"].dest_key + if stop_col_name is None and "dp_skims" in locals_d: + stop_col_name = locals_d["dp_skims"].dest_key + if primary_origin_col_name is None and "dnt_skims" in locals_d: + primary_origin_col_name = locals_d["dnt_skims"].dest_key + unique_variables_in_spec.add(orig_col_name) + unique_variables_in_spec.add(dest_col_name) + unique_variables_in_spec.add(parking_col_name) + unique_variables_in_spec.add(primary_origin_col_name) + unique_variables_in_spec.add(stop_col_name) + unique_variables_in_spec.add("trip_period") + # when using trip_scheduling_choice for trup scheduling + unique_variables_in_spec.add("last_outbound_stop") + unique_variables_in_spec.add("last_inbound_stop") + + # when sharrow mode, need to keep the following columns in the choosers table + if sharrow_enabled: + unique_variables_in_spec.add("out_period") + unique_variables_in_spec.add("in_period") + unique_variables_in_spec.add("purpose_index_num") + + if custom_chooser: + import inspect + + custom_chooser_lines = inspect.getsource(custom_chooser) + unique_variables_in_spec.update(re.findall(pattern, custom_chooser_lines)) + + logger.info("Dropping unused variables in chooser table") + + logger.info( + "before dropping, the choosers table has {} columns: {}".format( + len(choosers.columns), choosers.columns + ) + ) + + # keep only variables needed for spec + choosers = choosers[[c for c in choosers.columns if c in unique_variables_in_spec]] + + logger.info( + "after dropping, the choosers table has {} columns: {}".format( + len(choosers.columns), choosers.columns + ) + ) + + return choosers From 93031bd13f0fbab59ea22ea7baa0ecb51f3bd5c5 Mon Sep 17 00:00:00 2001 From: Sijia Wang Date: Wed, 17 Apr 2024 16:23:28 -0400 Subject: [PATCH 11/16] drop unused columns for logsum calculation --- activitysim/core/simulate.py | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/activitysim/core/simulate.py b/activitysim/core/simulate.py index 5cc4ce1c5..db67687c6 100644 --- a/activitysim/core/simulate.py +++ b/activitysim/core/simulate.py @@ -1935,6 +1935,20 @@ def _simple_simulate_logsums( if skims is not None: set_skim_wrapper_targets(choosers, skims) + # check if tracing is enabled and if we have trace targets + have_trace_targets = state.tracing.has_trace_targets(choosers) + + # if tracing is not enabled, drop unused columns + if not have_trace_targets: + # drop unused variables in chooser table + choosers = util.drop_unused_chooser_columns( + choosers, + spec, + locals_d, + custom_chooser=None, + sharrow_enabled=state.settings.sharrow, + ) + if nest_spec is None: logsums = eval_mnl_logsums( state, From 7fde7b4ce107383786d941700450a9218335a112 Mon Sep 17 00:00:00 2001 From: Sijia Wang Date: Fri, 19 Apr 2024 10:51:41 -0400 Subject: [PATCH 12/16] blacken --- activitysim/core/interaction_simulate.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/activitysim/core/interaction_simulate.py b/activitysim/core/interaction_simulate.py index fbd375de6..cdda2b239 100644 --- a/activitysim/core/interaction_simulate.py +++ b/activitysim/core/interaction_simulate.py @@ -710,7 +710,7 @@ def _interaction_simulate( else: sharrow_enabled = state.settings.sharrow interaction_utilities = None - + # drop variables before the interaction dataframe is created # check if tracing is enabled and if we have trace targets From ef9e9e80d31c0edbf9868921842d4714fa07b762 Mon Sep 17 00:00:00 2001 From: Sijia Wang Date: Fri, 19 Apr 2024 17:45:11 -0400 Subject: [PATCH 13/16] add drop_unused_columns to compute_settings --- activitysim/core/configuration/base.py | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/activitysim/core/configuration/base.py b/activitysim/core/configuration/base.py index 556dd9916..94c1d0de0 100644 --- a/activitysim/core/configuration/base.py +++ b/activitysim/core/configuration/base.py @@ -201,6 +201,13 @@ class ComputeSettings(PydanticBase): for more information. """ + drop_unused_columns: bool = True + """Drop unused columns in the choosers df. + + Set to True or False to drop unused columns in data table for specific component. + Default to True. If set to False, all columns in the data table will be kept. + """ + def should_skip(self, subcomponent: str) -> bool: """Check if sharrow should be skipped for a particular subcomponent.""" if isinstance(self.sharrow_skip, dict): @@ -232,6 +239,7 @@ def subcomponent_settings(self, subcomponent: str) -> ComputeSettings: use_bottleneck=self.use_bottleneck, use_numexpr=self.use_numexpr, use_numba=self.use_numba, + drop_unused_columns=self.drop_unused_columns, ) From 2beb488a7ccc7208c05173c1a15f54e755ba16a7 Mon Sep 17 00:00:00 2001 From: Sijia Wang Date: Fri, 19 Apr 2024 17:46:32 -0400 Subject: [PATCH 14/16] check setting before dropping columns --- activitysim/abm/models/util/logsums.py | 1 + activitysim/abm/models/util/tour_destination.py | 1 + activitysim/abm/models/util/tour_od.py | 1 + activitysim/core/interaction_sample.py | 5 ++++- activitysim/core/interaction_sample_simulate.py | 9 ++++++++- activitysim/core/interaction_simulate.py | 9 ++++++++- activitysim/core/simulate.py | 14 ++++++++++++-- 7 files changed, 35 insertions(+), 5 deletions(-) diff --git a/activitysim/abm/models/util/logsums.py b/activitysim/abm/models/util/logsums.py index 328957965..82eef1c60 100644 --- a/activitysim/abm/models/util/logsums.py +++ b/activitysim/abm/models/util/logsums.py @@ -261,6 +261,7 @@ def compute_location_choice_logsums( chunk_size=chunk_size, chunk_tag=chunk_tag, trace_label=trace_label, + compute_settings=logsum_settings.compute_settings, ) return logsums diff --git a/activitysim/abm/models/util/tour_destination.py b/activitysim/abm/models/util/tour_destination.py index 22b0744da..751301d6a 100644 --- a/activitysim/abm/models/util/tour_destination.py +++ b/activitysim/abm/models/util/tour_destination.py @@ -780,6 +780,7 @@ def run_destination_simulate( trace_choice_name="destination", estimator=estimator, skip_choice=skip_choice, + compute_settings=model_settings.compute_settings, ) if not want_logsums: diff --git a/activitysim/abm/models/util/tour_od.py b/activitysim/abm/models/util/tour_od.py index 89dc7fdc3..06a9364ff 100644 --- a/activitysim/abm/models/util/tour_od.py +++ b/activitysim/abm/models/util/tour_od.py @@ -1057,6 +1057,7 @@ def run_od_simulate( trace_label=trace_label, trace_choice_name="origin_destination", estimator=estimator, + compute_settings=model_settings.compute_settings, ) if not want_logsums: diff --git a/activitysim/core/interaction_sample.py b/activitysim/core/interaction_sample.py index 27ba5ca74..7ab85cd27 100644 --- a/activitysim/core/interaction_sample.py +++ b/activitysim/core/interaction_sample.py @@ -242,11 +242,14 @@ def _interaction_sample( interaction_utilities = None interaction_utilities_sh = None + if compute_settings is None: + compute_settings = ComputeSettings() + # drop variables before the interaction dataframe is created # check if tracing is enabled and if we have trace targets # if not estimation mode, drop unused columns - if not have_trace_targets: + if (not have_trace_targets) and (compute_settings.drop_unused_columns): choosers = util.drop_unused_chooser_columns( choosers, diff --git a/activitysim/core/interaction_sample_simulate.py b/activitysim/core/interaction_sample_simulate.py index e27716dfb..5911f579d 100644 --- a/activitysim/core/interaction_sample_simulate.py +++ b/activitysim/core/interaction_sample_simulate.py @@ -141,9 +141,16 @@ def _interaction_sample_simulate( # drop variables before the interaction dataframe is created sharrow_enabled = state.settings.sharrow + if compute_settings is None: + compute_settings = ComputeSettings() + # check if tracing is enabled and if we have trace targets # if not estimation mode, drop unused columns - if not have_trace_targets: + if ( + (not have_trace_targets) + and (estimator is None) + and (compute_settings.drop_unused_columns) + ): choosers = util.drop_unused_chooser_columns( choosers, diff --git a/activitysim/core/interaction_simulate.py b/activitysim/core/interaction_simulate.py index cdda2b239..859514ffa 100644 --- a/activitysim/core/interaction_simulate.py +++ b/activitysim/core/interaction_simulate.py @@ -711,11 +711,18 @@ def _interaction_simulate( sharrow_enabled = state.settings.sharrow interaction_utilities = None + if compute_settings is None: + compute_settings = ComputeSettings() + # drop variables before the interaction dataframe is created # check if tracing is enabled and if we have trace targets # if not estimation mode, drop unused columns - if (not have_trace_targets) and (estimator is None): + if ( + (not have_trace_targets) + and (estimator is None) + and (compute_settings.drop_unused_columns) + ): choosers = util.drop_unused_chooser_columns( choosers, diff --git a/activitysim/core/simulate.py b/activitysim/core/simulate.py index 0a3e598c3..afd9912d8 100644 --- a/activitysim/core/simulate.py +++ b/activitysim/core/simulate.py @@ -1533,9 +1533,16 @@ def _simple_simulate( sharrow_enabled = state.settings.sharrow + if compute_settings is None: + compute_settings = ComputeSettings() + # if tracing is not enabled, drop unused columns # if not estimation mode, drop unused columns - if (not have_trace_targets) and (estimator is None): + if ( + (not have_trace_targets) + and (estimator is None) + and (compute_settings.drop_unused_columns) + ): # drop unused variables in chooser table choosers = util.drop_unused_chooser_columns( choosers, @@ -1969,8 +1976,11 @@ def _simple_simulate_logsums( # check if tracing is enabled and if we have trace targets have_trace_targets = state.tracing.has_trace_targets(choosers) + if compute_settings is None: + compute_settings = ComputeSettings() + # if tracing is not enabled, drop unused columns - if not have_trace_targets: + if (not have_trace_targets) and (compute_settings.drop_unused_columns): # drop unused variables in chooser table choosers = util.drop_unused_chooser_columns( choosers, From ba37be372e0865b1cd9289125908452ec2b744bd Mon Sep 17 00:00:00 2001 From: Sijia Wang Date: Fri, 19 Apr 2024 18:35:28 -0400 Subject: [PATCH 15/16] rename method; cherry-pick parking location changes from https://github.com/ActivitySim/activitysim/pull/849 --- .../abm/models/parking_location_choice.py | 22 ++++++++++++++----- activitysim/core/interaction_sample.py | 2 +- .../core/interaction_sample_simulate.py | 2 +- activitysim/core/interaction_simulate.py | 2 +- activitysim/core/simulate.py | 4 ++-- activitysim/core/util.py | 2 +- 6 files changed, 22 insertions(+), 12 deletions(-) diff --git a/activitysim/abm/models/parking_location_choice.py b/activitysim/abm/models/parking_location_choice.py index d594dcfa3..f40c5d9fe 100644 --- a/activitysim/abm/models/parking_location_choice.py +++ b/activitysim/abm/models/parking_location_choice.py @@ -21,7 +21,7 @@ from activitysim.core.configuration.logit import LogitComponentSettings from activitysim.core.interaction_sample_simulate import interaction_sample_simulate from activitysim.core.tracing import print_elapsed_time -from activitysim.core.util import assign_in_place +from activitysim.core.util import assign_in_place, drop_unused_columns logger = logging.getLogger(__name__) @@ -106,6 +106,7 @@ def parking_destination_simulate( destination_sample, model_settings: ParkingLocationSettings, skims, + locals_dict, chunk_size, trace_hh_id, trace_label, @@ -132,11 +133,6 @@ def parking_destination_simulate( logger.info("Running parking_destination_simulate with %d trips", len(trips)) - locals_dict = config.get_model_constants(model_settings).copy() - locals_dict.update(skims) - locals_dict["timeframe"] = "trip" - locals_dict["PARKING"] = skims["op_skims"].dest_key - parking_locations = interaction_sample_simulate( state, choosers=trips, @@ -181,6 +177,19 @@ def choose_parking_location( t0 = print_elapsed_time() alt_dest_col_name = model_settings.ALT_DEST_COL_NAME + + # remove trips and alts columns that are not used in spec + locals_dict = config.get_model_constants(model_settings).copy() + locals_dict.update(skims) + locals_dict["timeframe"] = "trip" + locals_dict["PARKING"] = skims["op_skims"].dest_key + + spec = get_spec_for_segment(state, model_settings, segment_name) + trips = drop_unused_columns(trips, spec, locals_dict, custom_chooser=None) + alternatives = drop_unused_columns( + alternatives, spec, locals_dict, custom_chooser=None + ) + destination_sample = logit.interaction_dataset( state, trips, alternatives, alt_index_id=alt_dest_col_name ) @@ -194,6 +203,7 @@ def choose_parking_location( destination_sample=destination_sample, model_settings=model_settings, skims=skims, + locals_dict=locals_dict, chunk_size=chunk_size, trace_hh_id=trace_hh_id, trace_label=trace_label, diff --git a/activitysim/core/interaction_sample.py b/activitysim/core/interaction_sample.py index 7ab85cd27..5a05b7e8b 100644 --- a/activitysim/core/interaction_sample.py +++ b/activitysim/core/interaction_sample.py @@ -251,7 +251,7 @@ def _interaction_sample( # if not estimation mode, drop unused columns if (not have_trace_targets) and (compute_settings.drop_unused_columns): - choosers = util.drop_unused_chooser_columns( + choosers = util.drop_unused_columns( choosers, spec, locals_d, diff --git a/activitysim/core/interaction_sample_simulate.py b/activitysim/core/interaction_sample_simulate.py index 5911f579d..3d729ad49 100644 --- a/activitysim/core/interaction_sample_simulate.py +++ b/activitysim/core/interaction_sample_simulate.py @@ -152,7 +152,7 @@ def _interaction_sample_simulate( and (compute_settings.drop_unused_columns) ): - choosers = util.drop_unused_chooser_columns( + choosers = util.drop_unused_columns( choosers, spec, locals_d, diff --git a/activitysim/core/interaction_simulate.py b/activitysim/core/interaction_simulate.py index 859514ffa..1c145ae6c 100644 --- a/activitysim/core/interaction_simulate.py +++ b/activitysim/core/interaction_simulate.py @@ -724,7 +724,7 @@ def _interaction_simulate( and (compute_settings.drop_unused_columns) ): - choosers = util.drop_unused_chooser_columns( + choosers = util.drop_unused_columns( choosers, spec, locals_d, diff --git a/activitysim/core/simulate.py b/activitysim/core/simulate.py index afd9912d8..0647883ce 100644 --- a/activitysim/core/simulate.py +++ b/activitysim/core/simulate.py @@ -1544,7 +1544,7 @@ def _simple_simulate( and (compute_settings.drop_unused_columns) ): # drop unused variables in chooser table - choosers = util.drop_unused_chooser_columns( + choosers = util.drop_unused_columns( choosers, spec, locals_d, @@ -1982,7 +1982,7 @@ def _simple_simulate_logsums( # if tracing is not enabled, drop unused columns if (not have_trace_targets) and (compute_settings.drop_unused_columns): # drop unused variables in chooser table - choosers = util.drop_unused_chooser_columns( + choosers = util.drop_unused_columns( choosers, spec, locals_d, diff --git a/activitysim/core/util.py b/activitysim/core/util.py index 7d4f213fd..08d1a3475 100644 --- a/activitysim/core/util.py +++ b/activitysim/core/util.py @@ -640,7 +640,7 @@ def zarr_file_modification_time(zarr_dir: Path): return t -def drop_unused_chooser_columns( +def drop_unused_columns( choosers, spec, locals_d, custom_chooser, sharrow_enabled=False ): """ From 8aee9996b52adfe16e171e06ac3bde1d4bcf4ec8 Mon Sep 17 00:00:00 2001 From: Jeff Newman Date: Thu, 18 Apr 2024 12:44:54 -0500 Subject: [PATCH 16/16] protect additional columns not in spec --- activitysim/abm/models/joint_tour_participation.py | 11 ++++++++++- activitysim/core/configuration/base.py | 3 +++ activitysim/core/simulate.py | 1 + activitysim/core/util.py | 9 ++++++++- 4 files changed, 22 insertions(+), 2 deletions(-) diff --git a/activitysim/abm/models/joint_tour_participation.py b/activitysim/abm/models/joint_tour_participation.py index 98a8c70c7..55d5367b3 100644 --- a/activitysim/abm/models/joint_tour_participation.py +++ b/activitysim/abm/models/joint_tour_participation.py @@ -18,7 +18,7 @@ tracing, workflow, ) -from activitysim.core.configuration.base import PreprocessorSettings +from activitysim.core.configuration.base import ComputeSettings, PreprocessorSettings from activitysim.core.configuration.logit import LogitComponentSettings from activitysim.core.util import assign_in_place, reindex @@ -408,6 +408,15 @@ def joint_tour_participation( ) candidates["chunk_id"] = reindex(household_chunk_ids, candidates.household_id) + # these hardcoded columns need to be protected from being dropped + assert model_settings is not None + if model_settings.compute_settings is None: + model_settings.compute_settings = ComputeSettings() + assert model_settings.compute_settings is not None + for i in ["person_is_preschool", "composition", "adult"]: + if i not in model_settings.compute_settings.protect_columns: + model_settings.compute_settings.protect_columns.append(i) + choices = simulate.simple_simulate_by_chunk_id( state, choosers=candidates, diff --git a/activitysim/core/configuration/base.py b/activitysim/core/configuration/base.py index 94c1d0de0..5b1cbc22f 100644 --- a/activitysim/core/configuration/base.py +++ b/activitysim/core/configuration/base.py @@ -208,6 +208,9 @@ class ComputeSettings(PydanticBase): Default to True. If set to False, all columns in the data table will be kept. """ + protect_columns: list[str] = [] + """Protect these columns from being dropped from the chooser table.""" + def should_skip(self, subcomponent: str) -> bool: """Check if sharrow should be skipped for a particular subcomponent.""" if isinstance(self.sharrow_skip, dict): diff --git a/activitysim/core/simulate.py b/activitysim/core/simulate.py index 0647883ce..d97b87a0d 100644 --- a/activitysim/core/simulate.py +++ b/activitysim/core/simulate.py @@ -1550,6 +1550,7 @@ def _simple_simulate( locals_d, custom_chooser, sharrow_enabled=sharrow_enabled, + additional_columns=compute_settings.protect_columns, ) if nest_spec is None: diff --git a/activitysim/core/util.py b/activitysim/core/util.py index 08d1a3475..eb874f284 100644 --- a/activitysim/core/util.py +++ b/activitysim/core/util.py @@ -641,7 +641,12 @@ def zarr_file_modification_time(zarr_dir: Path): def drop_unused_columns( - choosers, spec, locals_d, custom_chooser, sharrow_enabled=False + choosers, + spec, + locals_d, + custom_chooser, + sharrow_enabled=False, + additional_columns=None, ): """ Drop unused columns from the chooser table, based on the spec and custom_chooser function. @@ -656,6 +661,8 @@ def drop_unused_columns( spec.reset_index()["Expression"].apply(lambda x: re.findall(pattern, x)).sum() ) + unique_variables_in_spec |= set(additional_columns or []) + if locals_d: unique_variables_in_spec.add(locals_d.get("orig_col_name", None)) unique_variables_in_spec.add(locals_d.get("dest_col_name", None))