diff --git a/EmmeProject.py b/EmmeProject.py index 3743d409..df98580c 100644 --- a/EmmeProject.py +++ b/EmmeProject.py @@ -1,3 +1,17 @@ +#Copyright [2014] [Puget Sound Regional Council] + +#Licensed under the Apache License, Version 2.0 (the "License"); +#you may not use this file except in compliance with the License. +#You may obtain a copy of the License at + +# http://www.apache.org/licenses/LICENSE-2.0 + +#Unless required by applicable law or agreed to in writing, software +#distributed under the License is distributed on an "AS IS" BASIS, +#WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +#See the License for the specific language governing permissions and +#limitations under the License. + import inro.emme.desktop.app as app import inro.modeller as _m import inro.emme.matrix as ematrix @@ -12,6 +26,7 @@ from multiprocessing import Pool, pool sys.path.append(os.path.join(os.getcwd(),"inputs")) from input_configuration import * +from EmmeProject import * class EmmeProject: @@ -101,20 +116,32 @@ def process_shape(self, linkshape_file): scenario = self.current_scenario) def change_scenario(self): self.current_scenario = list(self.bank.scenarios())[0] + def delete_matrix(self, matrix): NAMESPACE = "inro.emme.data.matrix.delete_matrix" process = self.m.tool(NAMESPACE) process(matrix, self.bank) + def delete_matrices(self, matrix_type): + NAMESPACE = "inro.emme.data.matrix.delete_matrix" + process = self.m.tool(NAMESPACE) + for matrix in self.bank.matrices(): + if matrix_type == "ALL": + process(matrix, self.bank) + elif matrix.type == matrix_type: + process(matrix, self.bank) + def create_matrix (self, matrix_name, matrix_description, matrix_type): NAMESPACE = "inro.emme.data.matrix.create_matrix" process = self.m.tool(NAMESPACE) + print self.current_scenario process (matrix_id= self.bank.available_matrix_identifier(matrix_type), matrix_name= matrix_name, matrix_description= matrix_description, default_value=0, overwrite=True, scenario=self.current_scenario) + def matrix_calculator(self, **kwargs): spec = json_to_dictionary('matrix_calc_spec') for name, value in kwargs.items(): @@ -179,7 +206,7 @@ def network_calculator(self, type, **kwargs): spec[name] = value NAMESPACE = "inro.emme.network_calculation.network_calculator" network_calc = self.m.tool(NAMESPACE) - self.link_calc_result = network_calc(spec) + self.network_calc_result = network_calc(spec) def process_function_file(self, file_name): NAMESPACE=("inro.emme.data.function.function_transaction" ) @@ -203,6 +230,32 @@ def matrix_balancing(self, **kwargs): compute_matrix = self.m.tool(NAMESPACE) report = compute_matrix(spec) + def import_matrices(self, matrix_name): + NAMESPACE = "inro.emme.data.matrix.matrix_transaction" + process = self.m.tool(NAMESPACE) + process(transaction_file = matrix_name, + throw_on_error = False, + scenario = self.current_scenario) + + def transit_line_calculator(self, **kwargs): + spec = json_to_dictionary("transit_line_calculation") + for name, value in kwargs.items(): + spec[name] = value + + NAMESPACE = "inro.emme.network_calculation.network_calculator" + network_calc = self.m.tool(NAMESPACE) + self.transit_line_calc_result = network_calc(spec) + + def transit_segment_calculator(self, **kwargs): + spec = json_to_dictionary("transit_segment_calculation") + for name, value in kwargs.items(): + spec[name] = value + + NAMESPACE = "inro.emme.network_calculation.network_calculator" + network_calc = self.m.tool(NAMESPACE) + self.transit_segment_calc_result = network_calc(spec) + + def json_to_dictionary(dict_name): #Determine the Path to the input files and load them diff --git a/README.md b/README.md index 15d15e3f..b74e66aa 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,229 @@ -soundcat -======== +#SoundCast: PSRC's Travel Skims to Activity Based Model# -It's like soundcast, but less ess +##Background## +This code is intended to control the exchange of data between the PSRC's network model in Inro's Emme 4.0 software to our new Activity Based Model (ABM) system that is being developed in the DaySim software. DaySim requires several measures of accessibility from our network model in the form of matrices of travel times, costs, and distances. This Python code is intended to: -soundcat is the repository for the code before it has been fully vetted by the team into an official version. + + Import estimates of personal travel by vehicle class and time of day from DaySim + + Estimate Truck Trips by time of day for: + - Light Trucks + - Medium Trucks + - Heavy Trucks + + Estimate any special generators of travel not captured in DaySim for items like + - External Stations + - Sport's Stadiums + - Airports + - Convention Centers + + Run Highway, Transit and Non-Motorized Assignments for various vehicle classes and times of day + + Generate matrices of travel information related to Time, Cost and Distance for all od-pairs in our 4000 zone travel model system. + +The vehicle skims include 756 matrices (12 time periods x 63 skims). Previous data exchanges between our model systems relied upon transfer via comma-separated formats. We have implemented code that utilizes an HDF5 database as a storage container for all Emme model output. The intent is to use hdf5 during runtime for all model processes as there are a variety of api's in various languages to access the data. For now we are assuming an HDF5 database for each time period but this might change as we move forward with implementation. + +##Emme Data Structure## +To effectively utilize multiple cores on a pc for model runs, we need to have a separate Emme databank and corresponding Emme project for every time period that we wish to run in parallel. So in order to run 12 highway assignments concurrently, we need to have 12 distinct project files with only one databank in each. + +The current folder structure is: + +Root Directory (for example, C:\ABM) + -> Banks + -> Bank1 + -> Bank2 + -> Bank3 + -> Bank4 + etc. + -> Projects + -> Project1 + -> Project2 + -> Project3 + -> Project4 + etc. + +During code testing, we are relying on hardcoding all paths to the project files in the code. Once testing of the code is complete, we plan to implement a refined approach to selecting the projects either through the use of a control file or possibly a tkinter based dialog selection using tkFileDialog. + +##Input Files## +As of now, there are a variety of input files that exist in various ascii formats. These files currently reside in the "Inputs" folder under each bank. The inputs inlcude: + + 1. user_classes.txt (dictionary) + This file contains relevant data about the vehicle classes used in the skimming process. It is used to create all relevant matrices, link attributes and assignment and skim parameters used in the course of the run. + 2. vdfs.txt (input) + This file contains the specification of the volume delay functions need for assignments in Emme + 3. tolls.txt (input) + This file contains the specification of the link level tolls for the network + 4. link_calculation.txt (Emme Tool Specification) + This file contains the specification for the link calculator tool from Emme Modeller + 5. node_calculation.txt (Emme Tool Specification) + This file contains the specification for the node calculator tool from Emme Modeller + 6. general_attribute_based_skim.txt (Emme Tool Specification) + This file contains the specification for Path Based Skimming of a network attribute from Emme Modeller + 7. general_generalized_cost_skim.txt (Emme Tool Specification) + This file contains the specification for Path Based Skimming of an od object from Emme Modeller + 8. general_path_based_assignment.txt (Emme Tool Specification) + This file contains the specification for Path Based Assignments from Emme Modeller + 9. general_path_based_volume.txt (Emme Tool Specification) + This file contains the specification for Path Based Class Specific volumes from Emme Modeller + +We are working on a solution to generalize the creation of as many of these inputs as possible. The vdfs and tolls file could reside in our hdf5 datastore. The Emme specifications might be auto-generated based on the inputs in the user_class dictionary. For now, these specification files work for networks with 21 user classes. + +##Time Periods## +DaySim calculates travel for all hours of the day. In order to provide meaningful accessibility data to DaySim and still maintain reasonable model run times, the PSRC network model will be various time periods per day for various modal purposes. The difference by mode reflects the availability of network related data b ymode and time of day. + +###Time Periods for Highway Assignments### +The time periods for Highway Assignments are are defined as: + + 1. Early AM 5:00 am - 6:00 am + 2. AM Peak Hour 1 6:00 am - 7:00 am + 3. AM Peak Hour 2 7:00 am - 8:00 am + 4. AM Peak Hour 3 8:00 am - 9:00 am + 5. AM Peak Hour 4 9:00 am - 10:00 am + 6. Midday 10:00 am - 2:00 pm + 7. PM Peak Hour 1 2:00 pm - 3:00 pm + 8. PM Peak Hour 2 3:00 pm - 4:00 pm + 9. PM Peak Hour 3 4:00 pm - 5:00 pm + 10. PM Peak Hour 4 5:00 pm - 6:00 pm + 11. Evening 6:00 pm � 8:00 pm + 12. Overnight 8:00 pm - 5:00 am + +###Time Periods for Transit Assignments### +The time periods for Transit Assignments are are defined as: + + 1. AM 6:00 am - 9:00 am + 2. Midday 9:00 am - 3:00 pm + 3. PM 3:00 pm - 6:00 pm + 4. Evening 6:00 pm - 8:00 pm + 5. Night 8:00 pm - 6:00 am + +###Vehicle Classification for Highway Assignments### +Assignment Specifications are currently set to work for a 21 class assignments as needed by DaySim. The 21 classes are: + + 1. SOV Toll Income Level 1 + 2. SOV Toll Income Level 2 + 3. SOV Toll Income Level 3 + 4. SOV No Toll Income Level 1 + 5. SOV No Toll Income Level 2 + 6. SOV No Toll Income Level 3 + 7. HOV 2 Toll Income Level 1 + 8. HOV 2 Toll Income Level 2 + 9. HOV 2 Toll Income Level 3 + 10. HOV 2 No Toll Income Level 1 + 11. HOV 2 No Toll Income Level 2 + 12. HOV 2 No Toll Income Level 3 + 13. HOV 3 Toll Income Level 1 + 14. HOV 3 Toll Income Level 2 + 15. HOV 3 Toll Income Level 3 + 16. HOV 3 No Toll Income Level 1 + 17. HOV 3 No Toll Income Level 2 + 18. HOV 3 No Toll Income Level 3 + 19. Light Trucks + 20. Medium Trucks + 21. Heavy Trucks + +###Value of Time### +The values of time are currently being refined. Originally, the value of time categories used the assignment are coming from DaySim and are: + + Class $ per Hour + Cat #1 Cat #2 Cat #3 + SOV $2.00 $8.00 $20.00 + HOV 2 $4.00 $16.00 $40.00 + HOV 3+ $6.00 $24.00 $60.00 + Trucks $40.00 $45.00 $50.00 + + Class minutes per cent + Cat #1 Cat #2 Cat #3 + SOV 0.3000 0.0750 0.0300 + HOV 2 0.1500 0.0375 0.0150 + HOV 3+ 0.1000 0.0250 0.0100 + Trucks 0.0150 0.0133 0.0120 + + +###Matrix Definition### +The code uses the Emme Tool for creating matrices to create the 84 total demand and skim matrices needed for the model run. The code overwrites any existing matrices as DaySim will be feeding new demand each time it access Emme for skimming and the skims should change due to the new demand. There are 21 demand trip tables and 63 total skim tables being created for auto modes (time, cost and distance). + +Naming convention is: class (2 characters), toll/notoll(2 characters), income (1 number), type (1 character) + + 1. svtl1v - SOV Toll Income Level 1 Demand + 2. svtl2v - SOV Toll Income Level 1 Demand + 3. svtl3v - SOV Toll Income Level 1 Demand + 4. svnt1v - SOV No Toll Income Level 1 Demand + 5. svnt2v - SOV No Toll Income Level 1 Demand + 6. svnt3v - SOV No Toll Income Level 1 Demand + 7. h2tl1v - HOV 2 Toll Income Level 1 Demand + 8. h2tl2v - HOV 2 Toll Income Level 1 Demand + 9. h2tl3v - HOV 2 Toll Income Level 1 Demand + 10. h2nt1v - HOV 2 No Toll Income Level 1 Demand + 11. h2nt2v - HOV 2 No Toll Income Level 1 Demand + 12. h2nt3v - HOV 2 No Toll Income Level 1 Demand + 13. h3tl1v - HOV 3+ Toll Income Level 1 Demand + 14. h3tl2v - HOV 3+ Toll Income Level 1 Demand + 15. h3tl3v - HOV 3+ Toll Income Level 1 Demand + 16. h3nt1v - HOV 3+ No Toll Income Level 1 Demand + 17. h3nt2v - HOV 3+ No Toll Income Level 1 Demand + 18. h3nt3v - HOV 3+ No Toll Income + 19. lttrkv - Light Truck Demand + 20. mdtrkv - Medium Truck Demand + 21. hvtrkv - Heavy Truck Demand + 22. svtl1t - SOV Toll Income Level 1 Time + 23. svtl2t - SOV Toll Income Level 1 Time + 24. svtl3t - SOV Toll Income Level 1 Time + 25. svnt1t - SOV No Toll Income Level 1 Time + 26. svnt2t - SOV No Toll Income Level 1 Time + 27. svnt3t - SOV No Toll Income Level 1 Time + 28. h2tl1t - HOV 2 Toll Income Level 1 Time + 29. h2tl2t - HOV 2 Toll Income Level 1 Time + 30. h2tl3t - HOV 2 Toll Income Level 1 Time + 31. h2nt1t - HOV 2 No Toll Income Level 1 Time + 32. h2nt2t - HOV 2 No Toll Income Level 1 Time + 33. h2nt3t - HOV 2 No Toll Income Level 1 Time + 34. h3tl1t - HOV 3+ Toll Income Level 1 Time + 35. h3tl2t - HOV 3+ Toll Income Level 1 Time + 36. h3tl3t - HOV 3+ Toll Income Level 1 Time + 37. h3nt1t - HOV 3+ No Toll Income Level 1 Time + 38. h3nt2t - HOV 3+ No Toll Income Level 1 Time + 39. h3nt3t - HOV 3+ No Toll Income + 40. lttrkt - Light Truck Time + 41. mdtrkt - Medium Truck Time + 42. hvtrkt - Heavy Truck Time + 43. svtl1c - SOV Toll Income Level 1 Cost + 44. svtl2c - SOV Toll Income Level 1 Cost + 45. svtl3c - SOV Toll Income Level 1 Cost + 46. svnt1c - SOV No Toll Income Level 1 Cost + 47. svnt2c - SOV No Toll Income Level 1 Cost + 48. svnt3c - SOV No Toll Income Level 1 Cost + 49. h2cl1c - HOV 2 Toll Income Level 1 Cost + 50. h2cl2c - HOV 2 Toll Income Level 1 Cost + 51. h2cl3c - HOV 2 Toll Income Level 1 Cost + 52. h2nt1c - HOV 2 No Toll Income Level 1 Cost + 53. h2nt2c - HOV 2 No Toll Income Level 1 Cost + 54. h2nt3c - HOV 2 No Toll Income Level 1 Cost + 55. h3cl1c - HOV 3+ Toll Income Level 1 Cost + 56. h3cl2c - HOV 3+ Toll Income Level 1 Cost + 57. h3cl3c - HOV 3+ Toll Income Level 1 Cost + 58. h3nt1c - HOV 3+ No Toll Income Level 1 Cost + 59. h3nt2c - HOV 3+ No Toll Income Level 1 Cost + 60. h3nt3c - HOV 3+ No Toll Income + 61. lttrkc - Light Truck Cost + 62. mdtrkc - Medium Truck Cost + 63. hvtrkc - Heavy Truck Cost + 64. svtl1d - SOV Toll Income Level 1 Distance + 65. svtl2d - SOV Toll Income Level 1 Distance + 66. svtl3d - SOV Toll Income Level 1 Distance + 67. svnt1d - SOV No Toll Income Level 1 Distance + 68. svnt2d - SOV No Toll Income Level 1 Distance + 69. svnt3d - SOV No Toll Income Level 1 Distance + 70. h2dl1d - HOV 2 Toll Income Level 1 Distance + 71. h2dl2d - HOV 2 Toll Income Level 1 Distance + 72. h2dl3d - HOV 2 Toll Income Level 1 Distance + 73. h2nt1d - HOV 2 No Toll Income Level 1 Distance + 74. h2nt2d - HOV 2 No Toll Income Level 1 Distance + 75. h2nt3d - HOV 2 No Toll Income Level 1 Distance + 76. h3dl1d - HOV 3+ Toll Income Level 1 Distance + 77. h3dl2d - HOV 3+ Toll Income Level 1 Distance + 78. h3dl3d - HOV 3+ Toll Income Level 1 Distance + 79. h3nt1d - HOV 3+ No Toll Income Level 1 Distance + 80. h3nt2d - HOV 3+ No Toll Income Level 1 Distance + 81. h3nt3d - HOV 3+ No Toll Income + 82. lttrkd - Light Truck Distance + 83. mdtrkd - Medium Truck Distance + 84. hvtrkd - Heavy Truck Distance + +###Vehicle Matrix Calculations### +The code creates three sets of skims for use by DaySim - travel time, generalized cost and distance. All three skim procedures utilize the standard path based assignment analysis toolkits from Emme Modeller. The travel time skims are created by skimming auto time (timau) across all paths, distance skims are based on link length and the generalized cost skims use the conversion of toll costs to time via values of time as noted above. -When it's done, we put it in SoundCast diff --git a/configuration_template.properties b/configuration_template.properties index 507fb8dd..e7b58498 100644 --- a/configuration_template.properties +++ b/configuration_template.properties @@ -107,12 +107,12 @@ IxxiFirstLineIsHeader = false # zone list, district lookup ImportZones = true -RawZonePath = TAZIndex_5_28_14.txt +RawZonePath = TAZIndex.txt RawZoneDelimiter = 9 # park and ride nodes ImportParkAndRideNodes = true -RawParkAndRideNodePath = p_rNodes_040814.csv +RawParkAndRideNodePath = p_r_nodes.csv RawParkAndRideNodeDelimiter = 44 # daysim output text files @@ -259,9 +259,9 @@ PathImpedance_TransitFerryPathConstant = 0.0 PathImpedance_TransitUsePathTypeSpecificTime = true PathImpedance_TransitPremiumBusTimeAdditiveWeight = 0.00 -PathImpedance_TransitLightRailTimeAdditiveWeight = -0.10 -PathImpedance_TransitCommuterRailTimeAdditiveWeight = -0.35 -PathImpedance_TransitFerryTimeAdditiveWeight = -0.60 +PathImpedance_TransitLightRailTimeAdditiveWeight = -0.10 +PathImpedance_TransitCommuterRailTimeAdditiveWeight = -0.50 +PathImpedance_TransitFerryTimeAdditiveWeight = -0.50 PathImpedance_BikeUseTypeSpecificDistanceFractions = false PathImpedance_BikeType1DistanceFractionAdditiveWeight = 0.0 PathImpedance_BikeType2DistanceFractionAdditiveWeight = 0.0 diff --git a/data_wrangling.py b/data_wrangling.py index 3c13baf6..dc09fdd0 100644 --- a/data_wrangling.py +++ b/data_wrangling.py @@ -1,3 +1,17 @@ +#Copyright [2014] [Puget Sound Regional Council] + +#Licensed under the Apache License, Version 2.0 (the "License"); +#you may not use this file except in compliance with the License. +#You may obtain a copy of the License at + +# http://www.apache.org/licenses/LICENSE-2.0 + +#Unless required by applicable law or agreed to in writing, software +#distributed under the License is distributed on an "AS IS" BASIS, +#WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +#See the License for the specific language governing permissions and +#limitations under the License. + import os,sys,datetime,re import subprocess import inro.emme.desktop.app as app @@ -7,10 +21,13 @@ import re import inro.emme.database.emmebank as _eb import random -import shutil +import shutil sys.path.append(os.path.join(os.getcwd(),"inputs")) from input_configuration import * from sc_email import * +from logcontroller import * +from input_configuration import * +import input_configuration # Import as a module to access inputs as a dictionary def multipleReplace(text, wordDict): @@ -18,6 +35,7 @@ def multipleReplace(text, wordDict): text = text.replace(key, wordDict[key]) return text +@timed def copy_daysim_code(): print 'Copying Daysim executables...' if not os.path.exists(os.path.join(os.getcwd(), 'daysim')): @@ -39,6 +57,7 @@ def copy_daysim_code(): shcopy(daysim_code +'/msvcp100.dll', 'daysim') shcopy(daysim_code +'/svn_stamp_out.txt', 'daysim') +@timed def copy_parcel_buffering_files(): if not os.path.exists('Inputs/parcel_buffer'): os.makedirs('Inputs/parcel_buffer') @@ -73,6 +92,15 @@ def copy_parcel_buffering_files(): print 'error copying military parcel file at ' + base_inputs+'/landuse/parcels_military.csv' sys.exit(1) + print 'Copying Hourly and Daily Parking Files' + if run_update_parking: + try: + shcopy(base_inputs+'/landuse/hourly_parking_costs.csv','Inputs/parcel_buffer') + shcopy(base_inputs+'/landuse/daily_parking_costs.csv','Inputs/parcel_buffer') + except: + print 'error copying parking file at' + base_inputs+'/landuse/' + ' either hourly or daily parking costs' + sys.exit(1) + print 'Copying Parcel Buffering Code' try: dir_util.copy_tree(network_buffer_code,'scripts/parcel_buffer') @@ -100,7 +128,7 @@ def json_to_dictionary(dict_name): return(my_dictionary) - +@timed def setup_emme_bank_folders(): tod_dict = text_to_dictionary('time_of_day') emmebank_dimensions_dict = json_to_dictionary('emme_bank_dimensions') @@ -130,7 +158,7 @@ def setup_emme_bank_folders(): scenario.publish_network(network) emmebank.dispose() - +@timed def setup_emme_project_folders(): #tod_dict = json.load(open(os.path.join('inputs', 'skim_params', 'time_of_day.json'))) @@ -165,21 +193,23 @@ def setup_emme_project_folders(): desktop.close() - +@timed def copy_large_inputs(): print 'Copying large inputs...' shcopy(base_inputs+'/etc/daysim_outputs_seed_trips.h5','Inputs') dir_util.copy_tree(base_inputs+'/networks','Inputs/networks') dir_util.copy_tree(base_inputs+'/trucks','Inputs/trucks') dir_util.copy_tree(base_inputs+'/tolls','Inputs/tolls') + dir_util.copy_tree (base_inputs+'/supplemental/distribution','inputs/supplemental/distribution') + dir_util.copy_tree (base_inputs+'/supplemental/generation','inputs/supplemental/generation') dir_util.copy_tree (base_inputs+'/supplemental/trips','outputs/supplemental') shcopy(base_inputs+'/landuse/hh_and_persons.h5','Inputs') shcopy(base_inputs+'/etc/survey.h5','scripts/summarize') shcopy(base_inputs+'/4k/auto.h5','Inputs/4k') shcopy(base_inputs+'/4k/transit.h5','Inputs/4k') if run_parcel_buffering == False: - shcopy(base_inputs+'/etc/buffered_parcels.dat','Inputs') - + shcopy(base_inputs+'/landuse/buffered_parcels.dat','Inputs') +@timed def copy_shadow_price_file(): print 'Copying shadow price file.' if not os.path.exists('working'): @@ -187,14 +217,14 @@ def copy_shadow_price_file(): shcopy(base_inputs+'/shadow_prices/shadow_prices.txt','working') - +@timed def rename_network_outs(iter): for summary_name in network_summary_files: csv_output = os.path.join(os.getcwd(), 'outputs',summary_name+'.csv') if os.path.isfile(csv_output): shcopy(csv_output, os.path.join(os.getcwd(), 'outputs',summary_name+str(iter)+'.csv')) os.remove(csv_output) - +@timed def create_buffer_xml(): try: 'Creating xml file for the parcel buffering script pointing to your inputs' @@ -226,7 +256,7 @@ def create_buffer_xml(): buffer_template.close() buffer_config.close() - +@timed def clean_up(): delete_files = ['outputs\\_tour.tsv', 'outputs\\_trip.tsv','outputs\\_household.tsv','outputs\\_household_day.tsv', 'outputs\\_person.tsv', 'outputs\\_person_day.tsv','outputs\\tdm_trip_list.csv', 'outputs\\_full_half_tour.csv','outputs\\_joint_tour.csv', @@ -244,5 +274,31 @@ def clean_up(): else: print file - - +def find_inputs(base_directory, save_list): + for root, dirs, files in os.walk(base_directory): + for file in files: + if '.' in file: + save_list.append(file) + +def check_inputs(): + ''' Warn user if any inputs are missing ''' + + logger = logging.getLogger('main_logger') + + # Build list of existing inputs from local inputs + input_list = [] + find_inputs(os.getcwd(), input_list) # local inputs + + # Compare lists and report inconsistenies + missing_list = [] + for f in commonly_missing_files: + if not any(f in input for input in input_list): + missing_list.append(f) + + # Save missing file list to soundcast log and print to console + if len(missing_list) > 0: + logger.info('Warning: the following files are missing and may be needed to complete the model run:') + print 'Warning: the following files are missing and may be needed to complete the model run:' + for file in missing_list: + logger.info('- ' + file) + print file \ No newline at end of file diff --git a/input_configuration.py b/input_configuration.py index 7b0d719c..056a8139 100644 --- a/input_configuration.py +++ b/input_configuration.py @@ -11,31 +11,34 @@ network_buffer_inputs = 'R:/soundcast/inputs/parcel_buffering_network/parcel_buff_network_inputs.7z' network_buffer_code = 'R:/SoundCast/util/parcel_buffering/' -recipients = ['SChildress@psrc.org'] +recipients = [] -# Script and subprocess controls +# Script and subprocess controls + +# Only update parking for future-year analysis! +run_update_parking = False +run_convert_hhinc_2000_2010 = True run_parcel_buffering = True run_copy_daysim_code = True run_setup_emme_project_folders = True run_setup_emme_bank_folders = True -run_copy_large_inputs = True +run_copy_large_inputs =True run_import_networks = True run_skims_and_paths_seed_trips = True -should_build_shadow_price = True +should_build_shadow_price =True run_skims_and_paths = True -run_truck_model = True +run_truck_model =True run_supplemental_trips = True run_daysim = True run_network_summary = True run_soundcast_summary = True run_travel_time_summary = True -# Only update parking for future-year analysis! -run_update_parking = False + # Model iterations, population sampling, log files, etc. pop_sample = [10, 5, 1, 1, 1] # start building shadow prices - only run work locations -shadow_work = [1, 1, 1, 1] +shadow_work = [2, 1, 1, 1] shadow_con = 10 #%RMSE for shadow pricing to consider being converged parcel_decay_file = 'inputs/buffered_parcels.dat' #File with parcel data to be compared to # run daysim and assignment in feedback until convergence @@ -44,52 +47,45 @@ main_log_file = 'soundcast_log.txt' network_summary_files = ['6to7_transit', '7to8_transit', '8to9_transit', '9to10_transit', 'counts_output', 'network_summary'] -good_thing = ["cookie", "pickle", "puppy", "beer", "snack", "nap","venti cinnamon dolce latte"] +good_thing = ["cookie", "run", "puppy", "beer", "snack", "nap","venti cinnamon dolce latte"] +# These files are often missing from a run. We want to check they are present and warn if not. +# Please add to this list as you find files that are missing. +commonly_missing_files = ['buffered_parcels.dat', 'tazdata.in'] #################################### SKIMS AND PATHS #################################### log_file_name = 'skims_log.txt' STOP_THRESHOLD = 0.025 parallel_instances = 12 # Number of simultaneous parallel processes. Must be a factor of 12. -max_iter = 50 # Assignment Convergence Criteria -b_rel_gap = 0.0001 # Assignment Convergence Criteria -MIN_EXTERNAL = 3733-1 #zone of externals (subtract 1 because numpy is zero-based) -MAX_EXTERNAL = 3750-1 #zone of externals (subtract 1 because numpy is zero-based) +max_iter = 50 # Assignment Convergence Criteria +best_relative_gap = 0.01 # Assignment Convergence Criteria +relative_gap = .0001 +normalized_gap = 0.01 + +MIN_EXTERNAL = 3733 #zone of externals (subtract 1 because numpy is zero-based) +MAX_EXTERNAL = 3750 #zone of externals (subtract 1 because numpy is zero-based) HIGH_TAZ = 3700 LOW_PNR = 3751 HIGH_PNR = 4000 -# this is the zone -1 one because numpy is zone based -SPECIAL_GENERATORS = {"SeaTac":982,"Tacoma Dome":3109,"exhibition center":630, "Seattle Center":437} +SPECIAL_GENERATORS = {"SeaTac":983,"Tacoma Dome":3110,"exhibition center":631, "Seattle Center":438} feedback_list = ['Banks/7to8/emmebank','Banks/17to18/emmebank'] -project_list = ['Projects/5to6/5to6.emp', - 'Projects/6to7/6to7.emp', - 'Projects/7to8/7to8.emp', - 'Projects/8to9/8to9.emp', - 'Projects/9to10/9to10.emp', - 'Projects/10to14/10to14.emp', - 'Projects/14to15/14to15.emp', - 'Projects/15to16/15to16.emp', - 'projects/16to17/16to17.emp', - 'Projects/17to18/17to18.emp', - 'Projects/18to20/18to20.emp', - 'Projects/20to5/20to5.emp' ] - -## Alternate creation for project_list -#tods = sound_cast_net_dict.keys() -#proj_list = b = ['Projects/' + tod + '/' + tod + '.emp.' for tod in tods] + +# Time of day periods +tods = ['5to6', '6to7', '7to8', '8to9', '9to10', '10to14', '14to15', '15to16', '16to17', '17to18', '18to20', '20to5' ] +project_list = ['Projects/' + tod + '/' + tod + '.emp' for tod in tods] ## HDF5 Groups and Subgroups hdf5_maingroups = ["Daysim","Emme","Truck Model","UrbanSim"] -hdf5_emme_subgroups = ["5to6","6to7","7to8","8to9","9to10","10to14","14to15","15to16","16to17","17to18","18to20","20to5"] +hdf5_emme_subgroups = tods emme_matrix_subgroups = ["Highway", "Walk", "Bike", "Transit"] hdf5_urbansim_subgroups = ["Households","Parcels","Persons"] hdf5_freight_subgroups = ["Inputs","Outputs","Rates"] hdf5_daysim_subgroups = ["Household","Person","Trip","Tour"] # Skim for time, cost -skim_matrix_designation_all_tods = ['t','c'] -skim_matrix_designation_limited = ['d'] +skim_matrix_designation_all_tods = ['t','c'] # Time (t) and direct cost (c) skims +skim_matrix_designation_limited = ['d'] # Distance skim # Skim for distance for only these time periods distance_skim_tod = ['7to8', '17to18'] @@ -98,12 +94,6 @@ # Bike/Walk Skims bike_walk_skim_tod = ['5to6'] -bike_walk_matrix_dict = {'walk':{'time' : 'walkt', 'description' : 'walk time', - 'demand' : 'walk', 'modes' : ["w", "x"], - 'intrazonal_time' : 'izwtim'}, - 'bike':{'time' : 'biket', 'description' : 'bike time', - 'demand' : 'bike', 'modes' : ["k", "l", "q"], - 'intrazonal_time' : 'izbtim'}} # Transit Inputs: transit_skim_tod = ['6to7', '7to8', '8to9', '9to10', '10to14', '14to15'] @@ -141,17 +131,21 @@ group_quarters_trips = 'outputs/supplemental/group_quarters/' ext_spg_trips = 'outputs/supplemental/ext_spg/' supplemental_modes = ['svtl2', 'trnst', 'bike', 'h2tl2', 'h3tl2', 'walk', 'lttrk','metrk','hvtrk'] -hh_trip_loc = 'R:/SoundCast/Inputs/2010/supplemental/generation/rates/hh_triprates.in' -nonhh_trip_loc = 'R:/SoundCast/Inputs/2010/supplemental/generation/rates/nonhh_triprates.in' -puma_taz_loc = 'R:/SoundCast/Inputs/2010/supplemental/generation/ensembles/puma00.ens' -taz_data_loc = 'R:/SoundCast/Inputs/2010/supplemental/generation/landuse/tazdata.in' -pums_data_loc = 'R:/SoundCast/Inputs/2010/supplemental/generation/pums/' -externals_loc = 'R:/SoundCast/Inputs/2010/supplemental/generation/externals.csv' - -# Assuming AM skims (8 to 9 AM) +hh_trip_loc = '/supplemental/generation/rates/hh_triprates.in' +nonhh_trip_loc = '/supplemental/generation/rates/nonhh_triprates.in' +puma_taz_loc = '/supplemental/generation/ensembles/puma00.ens' +taz_data_loc = '/supplemental/generation/landuse/tazdata.in' +pums_data_loc = '/supplemental/generation/pums/' +externals_loc = '/supplemental/generation/externals.csv' +# Special generator zones and demand (dictionary key is TAZ, value is demand) +spg_general = {3110: 1682, + 631: 7567, + 438: 14013} +spg_airport = {983: 101838} + +# Using one AM and one PM time period to represent AM and PM skims am_skim_file_loc = 'inputs/7to8.h5' pm_skim_file_loc = 'inputs/17to18.h5' -base_skim_file_loc = 'R:/SoundCast/Inputs/2010/seed_skims/7to8.h5' trip_table_loc = 'outputs/prod_att.csv' output_dir = 'outputs/supplemental/' ext_spg_dir = 'outputs/supplemental/ext_spg' @@ -237,24 +231,6 @@ LOW_STATION = 3733 HIGH_STATION = 3750 EXTERNAL_DISTRICT = 'ga20' -truck_matrix_import_list = ['tazdata', 'agshar', 'minshar', 'prodshar', 'equipshar', 'tcushar', 'whlsshar', 'const', - 'special_gen_light_trucks','special_gen_medium_trucks', 'special_gen_heavy_trucks', - 'heavy_trucks_reeb_ee', 'heavy_trucks_reeb_ei', 'heavy_trucks_reeb_ie'] - -truck_tod_factor_dict = {'lttrk' : {'daily_trips' : 'mflgtod', - 'am' : '.194', 'md' : '.346', 'pm' : '.240', 'ev' : '.126', 'ni' : '.094'}, - 'mdtrk' : {'daily_trips' : 'mfmedod', - 'am' : '.208', 'md' : '.417', 'pm' : '.204', 'ev' : '.095', 'ni' : '.076'}, - 'hvtrk' : {'daily_trips' : 'mfhvyod', - 'am' : '.209', 'md' : '.417', 'pm' : '.189', 'ev' : '.071', 'ni' : '.063'}} - -truck_emp_dict = {"agffsh" : "agshar * manu", "mining" : "minshr * manu", "manup" : "prodsh*manu", - "manue" : "eqshar * manu", "tcu" : "tcushr * wtcu", "whls" : "whlssh * wtcu", - "retail" : "ret1 + ret2 + ret3", "fires" : "fires1 + fires2 + fires3", - "govedu" : "gov1 + gov2 + gov3 + edu"} - -origin_emp_dict = {'ret1' : '109', 'ret2' : '110', 'ret3' : '111', 'fires1' : '112', 'fires2' : '113', 'fires3' : '114', - 'gov1' : '115', 'gov2' : '116', 'gov3' : '117','edu' : '118', 'wtcu' : '119', 'manu' : '120'} #################################### SOUNDCAST SUMMARY #################################### h5_results_file = 'outputs/daysim_outputs.h5' @@ -265,7 +241,6 @@ districtfile = 'scripts/summarize/TAZ_TAD_County.csv' report_output_location = 'outputs' -parcel_decay_file = 'inputs/buffered_parcels.dat' travel_time_file = 'inputs/ObservedTravelTimes.xlsx' topsheet = 'outputs/Topsheet.xlsx' @@ -278,3 +253,6 @@ run_long_term_report = True run_time_choice_report = True run_district_summary_report = True + +output_list = ['prod_att.csv', 'gq_prod_att.csv', 'network_summary.csv', 'counts_output.csv', 'daysim_outputs.h5', + 'screenline_volumes', 'Topsheet.xlsx'] \ No newline at end of file diff --git a/inputs/ObservedBoardings.xlsx b/inputs/ObservedBoardings.xlsx index a4a95e1f..15235a83 100644 Binary files a/inputs/ObservedBoardings.xlsx and b/inputs/ObservedBoardings.xlsx differ diff --git a/inputs/TransitRouteKey.xlsx b/inputs/TransitRouteKey.xlsx index 97baa1e7..9d5f4166 100644 Binary files a/inputs/TransitRouteKey.xlsx and b/inputs/TransitRouteKey.xlsx differ diff --git a/inputs/coefficients/AutoOwnershipCoefficients_SACOG-v1.5.F12 b/inputs/coefficients/AutoOwnershipCoefficients_SACOG-v1.5.F12 deleted file mode 100644 index 1f64626c..00000000 --- a/inputs/coefficients/AutoOwnershipCoefficients_SACOG-v1.5.F12 +++ /dev/null @@ -1,243 +0,0 @@ -Auto availability auto27.ALO -Created by ALOGIT version 4 11:16:44 on 3 Apr 12 -END - 1 Beta00001 F -3.68980699472 .485432341916 - 2 Beta00002 F -1.89173210014 .120667788954 - 3 Beta00003 F -3.01751420136 .181623902077 - 4 Beta00004 F -4.48541134142 .347582961233 - 5 Beta00005 F -4.42926969485 .485933923292 - 6 Beta00006 F -1.63925305126 .171204853891 - 7 Beta00007 F -1.39815888260 .108778102305 - 8 Beta00008 F -2.22856904333 .162199862000 - 9 Beta00009 F -3.82534713003 .687312315918 - 10 Beta00010 F -1.36969646512 .261316908165 - 11 Beta00011 F -.363866293938 .204749856644 - 12 Beta00012 F -.515886705238 .203518529877 - 13 Beta00013 F -5.13340364938 1.22007612531 - 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ALOGIT version 4 15:26:24 on 2 Apr 12 -END - 2 timeutil F 3.34159510526 .223434381139 - 30 s3-const F -2.18008627392 .323294375335 - 31 s3-hhcu5 F 1.16680397388 .130722300127 - 32 s3-hh515 F .482284206810 .541961930628E-01 - 33 s3-hhdas F .777334281522E-01 .136128994134 - 40 s2-const F -1.30158585060 .324473474263 - 41 sr-nocars T -5.91400000000 .000000000000 - 42 sr-carsltd F -.325674900205E-01 .135989377400 - 50 hov-const T -10.0000000000 .000000000000 - 60 bi-const T -10.0000000000 .000000000000 - 73 wk-ageo50 F -2.38050196296 .708459334484 - 76 wk-dintd F .151036007855E-02 .983833313175E-02 - 81 wk-hhcu5 F .915003358316 .284050222420 - 82 wk-hh515 F -.272328311712E-01 .140527941382 - 83 wk-hhdas F -1.41548419308 .543121560620 - -1 - 1432 -.124804256077E+04 -.222563580474E+04 -.111399388909E+04 - 8 015:26:24 on 2 Apr 12 - 13152 1048 -4458 4709 -6639 -3707 1760 -6584 13307 -2743 - 14855 95729 4263 10498 -1616 0 0 0 0 0 - 0 1334 -594 -428 -8083 35744 -11111 0 0 0 - 0 0 0 0 0 0 0 0 0 0 - 0 0 0 0 0 10476 23391 731 2316 -668 - 24118 0 -2217 0 0 28220 52674 -23 314 503 - 52615 0 2357 0 0 -8776 17406 22412 34636 -42 - 2587 24724 0 -614 0 0 17241 -14877 18352 41749 - -696 27795 -3478 46031 0 -5552 0 0 24109 -13978 - 3611 11065 19010 1713 -1438 14571 19035 0 9437 0 - 0 6240 5269 15768 -2667 diff --git a/inputs/coefficients/IndividualPersonDayPatternCoefficients_SACOG-v1.5.F12 b/inputs/coefficients/IndividualPersonDayPatternCoefficients_SACOG-v1.5.F12 deleted file mode 100644 index 767d01da..00000000 --- a/inputs/coefficients/IndividualPersonDayPatternCoefficients_SACOG-v1.5.F12 +++ /dev/null @@ -1,6464 +0,0 @@ -pattern020115.ALO (SACOG2000 v020115) -Created by ALO4: Estimate 8:54:49 on 8 Apr 12 -END - 100 W-TASC F .593601626601 .129231586609 - 101 W-SASC F 2.26076299855 .738854795340 - 102 W-PTW F -.677021800345 .920811957556E-01 - 105 W-UNI F -1.22910965818 .168488228873 - 106 W-DAS F -1.88719601199 .265396927126 - 109 W-VLINC F -.104539156562 .112866430124 - 110 W-LOINC 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b/inputs/coefficients/OtherHomeBasedTourModeModel_psrcper1.F12 index 312a7716..b2437920 100644 --- a/inputs/coefficients/OtherHomeBasedTourModeModel_psrcper1.F12 +++ b/inputs/coefficients/OtherHomeBasedTourModeModel_psrcper1.F12 @@ -1,31 +1,31 @@ Other HB tour mode choice Created by ALOGIT version 4 13:31:18 on 1 Nov 13 END - 1 costutil F .166762505382 .755248800417E-01 + 1 costutil F .566762505382 .755248800417E-01 2 timeutil F 2.24910444267 .119837449887 - 20 wt-const F -2.68818836885 .258113893495 + 20 wt-const F -1.100000000000 .258113893495 21 wt-nocars F 3.68020681424 .460439766689 - 30 s3-const F 0.46741768181 .177135704000 + 30 s3-const F -1.80000000000 .177135704000 31 sr-hhcu5 F .590277108049 .859465771422E-01 32 sr-hh515 F .350828135052 .520945356561E-01 34 sr-hhnwa F .184890134869 .399075096198E-01 35 sr-lndist F .207326696214 .332626566569E-01 38 s3-onephh F -2.86645211123 .178039831093 39 s3-twophh F -2.09364715825 .831553544149E-01 - 40 s2-const F 0.20649775988 .176242477513 + 40 s2-const F -1.60000000000 .176242477513 41 sr-nocars F -.527236954667 .352617006962 43 sr-carsltw F -.730377373274 .204597728931 48 s2-onephh F -1.52431951895 .143971096348 - 50 da-const F 2.806555933677 .163324895112 + 50 da-const F 1.106555933677 .163324895112 52 da-carsltd F -.751612000528 .973529055219E-01 54 inc0to25k F -.178646408355 .150272698657 - 60 bi-const F -5.87615643153 .332601805058 + 60 bi-const F -3.40000000000 .332601805058 61 bi-male F 0.0794014553 .251487881620 63 bi-ageo50 F -1.34273873030 .279258248695 73 wk-ageo50 F -.291359905895 .111605161590 120 tr-shop F -0.512843005750 .357857869528 124 tr-omixed T .000000000000 .000000000000 - 128 tr-dempdn F .00022789868E-04 .692863141941E-05 + 128 tr-dempdn F .00092789868E-04 .692863141941E-05 131 da-escsptr T .000000000000 .000000000000 132 da-othsptr F -.649487849786E-01 .352326417638E-01 133 sr-escsptr F .546360770412 .198634246829 @@ -38,13 +38,13 @@ 162 bi-class2 T .000000000000 .000000000000 163 bi-gauntl T .000000000000 .000000000000 164 bi-omixed T .000000000000 .000000000000 - 165 bi-ohhddn F .054522729867E-04 .103463442002E-03 - 168 bi-dempdn F .030580654028E-05 .150153454239E-04 + 165 bi-ohhddn F .084522729867E-05 .103463442002E-03 + 168 bi-dempdn F .040580654028E-05 .150153454239E-04 169 bi-dmixed T .000000000000 .000000000000 - 171 wk-meal F 1.25220827159 .200552401119 - 172 wk-socrec F 1.29693865502 .151601794503 - 175 wk-ohhddn F .002999854205E-04 .631973886309E-04 - 178 wk-dempdn F .002465134914E-04 .545263850970E-04 + 171 wk-meal F 2.70000000000 .200552401119 + 172 wk-socrec F 2.70000000000 .151601794503 + 175 wk-ohhddn F .005999854205E-04 .631973886309E-04 + 178 wk-dempdn F .006465134914E-04 .545263850970E-04 99 modenest F .803146390820 .465382843275E-01 -1 10119 -.128317443135E+05 -.166617454229E+05 -.972339696045E+04 diff --git a/inputs/coefficients/OtherHomeBasedTourTimeCoefficients_SACOG-v1.5.F12 b/inputs/coefficients/OtherHomeBasedTourTimeCoefficients_SACOG-v1.5.F12 deleted file mode 100644 index c7f4d89f..00000000 --- a/inputs/coefficients/OtherHomeBasedTourTimeCoefficients_SACOG-v1.5.F12 +++ /dev/null @@ -1,548 +0,0 @@ -tod other hb tours -Created by ALOGIT version 4 16:13:56 on 7 Apr 12 -END - 11 arr3-5 F -4.73828474328 .266304655099 - 12 arr=6 F -2.20312351734 .164275681277 - 13 arr=7 F -.842404611395 .833374670803E-01 - 14 arr=8 T .000000000000 .000000000000 - 15 arr=9 F -.414344466529E-01 .791612864270E-01 - 16 arr10-12 F .381838665041 .969247253049E-01 - 17 arr13-15 F .436059734515 .139746400404 - 18 arr16-18 F .741002620543 .181476778936 - 19 arr19-21 F .292069639005 .219191551370 - 20 arr22-26 F -1.22734249384 .292556472927 - 21 dep3-6 F -.838472551976 .300515627961 - 22 dep7-9 F -.522386090781 .187941957668 - 23 dep10-12 F -.223825804129 .137647443101 - 24 dep13-14 F .909000547946E-01 .915446978314E-01 - 25 dep=16 T .000000000000 .000000000000 - 26 dep=17 F 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a/inputs/coefficients/PersonExactNumberOfToursModel_psrcper1.F12 +++ b/inputs/coefficients/PersonExactNumberOfToursModel_psrcper1.F12 @@ -86,9 +86,9 @@ 252 SC-2Tours F -4.93459728768 .364068090484 253 SC-3Tours F -8.03517142880 .738839692791 301 ET-FTW T .000000000000 .000000000000 - 302 ET-PTW F .446334843137 .151860901975 + 302 ET-PTW F .946334843137 .151860901975 303 ET-RET T .000000000000 .000000000000 - 304 ET-NWA F .506286647945 .139195901735 + 304 ET-NWA F .906286647945 .139195901735 305 ET-UNI T .000000000000 .000000000000 306 ET-DAS T .000000000000 .000000000000 307 ET-PAS F .701266711617 .269501949292 diff --git a/inputs/coefficients/SchoolLocationCoefficients_SACOG-v1.5.F12 b/inputs/coefficients/SchoolLocationCoefficients_SACOG-v1.5.F12 deleted file mode 100644 index 1cf0768e..00000000 --- a/inputs/coefficients/SchoolLocationCoefficients_SACOG-v1.5.F12 +++ /dev/null @@ -1,243 +0,0 @@ -SchoolLocation (SACOG2000 MNL v1201, NL v1301) -Created by ALOGIT version 4 16:42:20 on 5 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-.700000000000 .000000000000 - 14 Beta00014 T -.500000000000 .000000000000 + 12 Beta00012 F -2.84376337803 .110924621270 + 13 Beta00013 T -.750000000000 .000000000000 + 14 Beta00014 T -.550000000000 .000000000000 15 Beta00015 T .000000000000 .000000000000 16 Beta00016 T .000000000000 .000000000000 17 Beta00017 F .137659996005 .220348615691 diff --git a/inputs/coefficients/SchoolTourModeCoefficients_SACOG-v1.5.F12 b/inputs/coefficients/SchoolTourModeCoefficients_SACOG-v1.5.F12 deleted file mode 100644 index 7069f505..00000000 --- a/inputs/coefficients/SchoolTourModeCoefficients_SACOG-v1.5.F12 +++ /dev/null @@ -1,135 +0,0 @@ -School tour mode choice -Created by ALOGIT version 4 14:17:24 on 2 Apr 12 -END - 1 costutil F .827142923764E-01 .191135877837 - 2 timeutil F 1.02203548652 .209521505883 - 10 sb-const F -0.79447009286 .334334340399 - 17 sb-chun5 F -.373883586500 .642840537473 - 18 sb-univtr F -2.15521894596 .761989066138 - 20 wt-const F -3.50062176924 1.77277210452 - 21 wt-nocars F 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F .419108565762 .257176818740 - 129 tr-dmixed F 2.58949177655 1.69509817347 - 131 da-escsptr F -1.78374770832 .766156808830 - 132 da-othsptr F .219607287175 .121539610360 - 133 sr-escsptr F 1.28842096954 .392371995432 - 134 sr-othsptr F .221357560465 .893929072413E-01 - 161 bi-class1 F 1.07764073896 .320582410587 - 162 bi-class2 F .881804792107 .376006836217 - 163 bi-gauntl F -1.15327481569 .375908351068 - 164 bi-omixed F .935831738076 .559678185750 - 168 bi-dempdn F .176531082403E-04 .636144363905E-04 - 169 bi-dmixed F .211709180180 .631253163752 - 179 wk-dmixed F .187281463359 .214364693631 - 99 modenest F 1.000000000000 .242297673194 - -1 - 1568 -.240041890127E+04 -.273321671462E+04 -.193166104036E+04 - 14 014:17:24 on 2 Apr 12 - -1296 249 -73359 1012 -10368 7702 -1624 -51229 38419 8575 - 10813 -41167 39570 7388 29121 4558 32880 -25653 -5807 -18650 - -21428 3593 14939 -11794 -1864 -9311 -16901 27508 0 0 - 0 0 0 0 0 0 -17615 56894 -43980 -8836 - -31448 -58833 24091 -5503 0 -7389 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9834 0 39200 43062 5059 -36316 -14548 1905 -39561 -26374 - -29742 38718 47832 -53194 -37799 15412 -58846 -11906 13955 -44749 - 30718 25802 24430 -27457 24123 52224 33334 13882 -5564 4914 - 17243 1951 -18066 14105 5087 11386 10115 -8038 -3271 0 - -12457 -12123 -263 10119 4415 654 9693 8841 7793 -7289 - -11805 14031 12938 -4978 16387 -38767 -4666 -18726 -6295 -7052 - -7081 5321 -5314 -15492 -6737 -5473 -431 15033 -25618 -34834 - -2553 31085 32828 1462 -17919 -6572 10996 4302 0 19882 - 20117 77023 -15578 -6344 74802 -16767 -9331 -10931 24280 66434 - -24514 -14717 7113 -26256 19908 4087 -771 -11851 14440 12108 - -14231 12312 22942 18421 9340 -107 -1137 9356 22349 -5641 - 3630 -88744 69152 13509 57561 50682 -34967 -14855 0 -62752 - -63016 -6584 51867 20574 -1820 54341 38367 41812 -54471 -66745 - 74444 55527 -24356 84312 30978 -14017 3165 -40225 -38671 -34558 - 44575 -34931 -71328 -48401 -29021 1616 3215 -22007 -69680 19208 - -31742 diff --git a/inputs/coefficients/SchoolTourModeModel_psrcper1.F12 b/inputs/coefficients/SchoolTourModeModel_psrcper1.F12 index 35461118..7ef59aac 100644 --- a/inputs/coefficients/SchoolTourModeModel_psrcper1.F12 +++ b/inputs/coefficients/SchoolTourModeModel_psrcper1.F12 @@ -1,21 +1,21 @@ School tour mode choice Created by ALOGIT version 4 11:58:55 on 1 Nov 13 END - 1 costutil T .827000000000E-01 .000000000000 + 1 costutil T .100000000000 .000000000000 2 timeutil F 1.89142263855 .183029834661 10 sb-const F -0.431495406361 .163271700135 17 sb-chun5 F -5.74753763074 1.18922144119 18 sb-univtr T -5.00000000000 .000000000000 - 20 wt-const F -1.670936272473 .587217296085 + 20 wt-const F -1.70000000000 .587217296085 21 wt-nocars F 3.41657642678 .924747732272 22 wt-carsltd F 2.02310015303 .395435506658 27 wt-chun5 T -5.00000000000 .000000000000 28 wt-univtr F 3.43283072960 .529107546153 29 wt-ch1617 F -.370224947843 .458006910905 - 30 s3-const F -.004789027165 .169422616870 + 30 s3-const F -.247890271650 .169422616870 37 s3-twophh F -1.44252090230 .306649587658 38 s2-onephh F -.257306754189 1.23461974795 - 40 s2-const F -0.45896157630 .172233155757 + 40 s2-const F -1.0000000000 .172233155757 41 sr-nocars T -5.00000000000 .000000000000 44 sr-incu25 F -1.93687442866 .460598636177 45 sr-inc2550 F -1.03485262466 .199274827964 @@ -25,7 +25,7 @@ 54 da-incu25 F -.296834865108 .658368174438 56 da-inco75 F .555738705946 .274603169733 59 da-ch1617 F -1.06336344691 .379634084470 - 60 bi-const F -3.98793015701 .506654478645 + 60 bi-const F -4.00000000000 .506654478645 61 bi-male F .689614681753 .366698208148 69 bi-univtr F 0.43816197740 .802127756202 79 wk-univtr F .309433370169 .747899140418 @@ -38,10 +38,10 @@ 161 bi-class1 T .000000000000 .000000000000 162 bi-class2 T .000000000000 .000000000000 163 bi-gauntl T .000000000000 .000000000000 - 164 bi-omixed F .325158503852E-03 .768240220279 + 164 bi-omixed F .505158503852E-02 .768240220279 168 bi-dempdn T .000000000000 .000000000000 169 bi-dmixed T .000000000000 .000000000000 - 179 wk-dmixed T .000000000000 .000000000000 + 179 wk-dmixed T .200000000000 .000000000000 99 modenest F .703002152128 .643601069673E-01 -1 3248 -.463067548594E+04 -.558364849086E+04 -.383069687875E+04 diff --git a/inputs/coefficients/SchoolTourTimeCoefficients_SACOG-v1.5.F12 b/inputs/coefficients/SchoolTourTimeCoefficients_SACOG-v1.5.F12 deleted file mode 100644 index a6c362a8..00000000 --- a/inputs/coefficients/SchoolTourTimeCoefficients_SACOG-v1.5.F12 +++ /dev/null @@ -1,258 +0,0 @@ -tod school tours -Created by ALOGIT version 4 15:24:18 on 7 Apr 12 -END - 11 arr3-5 T -10.0000000000 .000000000000 - 12 arr=6 F -3.25373144395 .212443725818 - 13 arr=7 F -.215976782478 .813952998646E-01 - 14 arr=8 T .000000000000 .000000000000 - 15 arr=9 F -1.26149526674 .116570218502 - 16 arr10-12 F -2.25578381447 .184213844610 - 17 arr13-15 F -2.94293851078 .331562004175 - 18 arr16-18 F -2.04227501311 .454650257912 - 19 arr19-21 F -3.46744143053 .638446131266 - 20 arr22-26 T -10.0000000000 .000000000000 - 21 dep3-6 T -10.0000000000 .000000000000 - 22 dep7-9 F -.700798022897 .395429096954 - 23 dep10-12 F .902444834504 .240054726957 - 24 dep13-14 F 1.61170533928 .156285482088 - 25 dep=16 T .000000000000 .000000000000 - 26 dep=17 F -.105359289906E-01 .144719460918 - 27 dep=18 F -.919684868702 .204967787735 - 28 dep19-20 F -1.48753745410 .245169334865 - 29 dep21-23 F -2.23020758136 .334528694448 - 30 dep24-26 T -10.0000000000 .000000000000 - 31 dur0-2 F -1.40478014384 .366671435812 - 32 dur3-4 F -.895021227911 .279724819012 - 33 dur5-6 F -.638048999903 .204520301355 - 34 dur7-8 F -.160162876372 .147904033164 - 35 dur=9 T .000000000000 .000000000000 - 36 dur=10 F -.748817144839 .197936565531 - 37 dur=11 F -1.76817044484 .364141763985 - 38 dur12-13 F -3.06070281512 .518362265926 - 39 dur14-17 F -4.28620355462 .820740270509 - 40 dur18-23 T -10.0000000000 .000000000000 - 41 ptwk-arr F .289320225827 .817908196215E-01 - 42 ptwk-dur F -.126020317947 .144447591040 - 43 nwad-arr F .218891699704 .114107825336 - 44 nwad-dur F -.130191110389 .182029341178 - 45 univ-arr F .165687150412 .200001377649E-01 - 46 univ-dur F -.756493816974E-01 .186101230999E-01 - 49 dkid-arr F -.626153571026E-01 .347103047964E-01 - 50 dkid-dur F .589368013015E-01 .209206377095E-01 - 61 ns*ot-arr F .138940694527E-01 .834119377460E-02 - 62 ns*ot-dur F -.335065604818E-01 .838002977703E-02 - 65 rs*mt-arr F -.548673724781E-02 .739175226046E-02 - 66 rs*mt-dur F -.361935747362E-01 .785445932368E-02 - 67 iescs-arr F -.212729108975E-01 .179160136509E-01 - 68 iescs-dur F .385317858873E-01 .151247039989E-01 - 85 ctim-out T .250000000000 .000000000000 - 86 ctim-ret T .250000000000 .000000000000 - 87 ttim-out T .250000000000 .000000000000 - 88 ttim-ret T .250000000000 .000000000000 - 91 arrpused F 4.39849125511 1.96603329105 - 92 deppused F 1.29765316660 1.17205505393 - 93 cempbef1 F -.137126030300 .328754574592E-01 - 94 cempaft1 F -.117727254534 .282168740236E-01 - 95 cempbef2 F -.809032959824E-01 .385636338485E-01 - 96 cempaft2 F -.202594309486E-01 .301211486939E-01 - 97 toursdtwin F -88.1478240573 14.1788588719 - 99 toursdbwin F -.515327957738 .262787750020 - 100 toursdawin F -1.48342258525 .628388145719 - 124 dep15 F 1.68479088092 .124449884057 - 139 ftwk-arr F .285530180582 .396616510337E-01 - 140 ftwk-dur F .115396426521 .462688882889E-01 - 143 pres-arr F .104985302947 .390999463370E-01 - 144 pres-dur F .155345239063 .287841043560E-01 - -1 - 1422 -.644904491962E+04 -.989017443631E+04 -.670824784665E+04 - 7 015:24:18 on 7 Apr 12 - 0 0 43065 0 0 0 0 -13227 -6069 0 - 0 -30183 -32672 0 43352 0 -32876 -39428 0 39740 - 73936 0 -35223 -42359 0 39035 72702 84825 0 -28385 - -34705 0 32029 61936 73707 83491 0 0 0 0 - 0 0 0 0 0 0 0 0 0 0 - 0 0 0 0 0 0 -23828 -30176 0 22496 - 40406 43130 45841 39776 0 0 0 -25249 -30577 0 - 22293 37926 39928 44544 38858 0 0 68512 0 -24009 - -26436 0 17489 25846 28999 36369 30497 0 0 59021 - 82246 0 0 0 0 0 0 0 0 0 - 0 0 0 0 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.164704180489 - 30 s3-const F 3.55441477466 .224163388181 + 30 s3-const F 3.25441477466 .224163388181 32 sr-hh515 F -.251767435214 .211160602715E-01 34 sr-hhnwa F .135795937689 .290307457609E-01 36 s3-onephh F -.945277172709 .116754417542 37 s3-twophh F -.474933436911 .611844484606E-01 38 s2-onephh F -.734399620600 .953365102401E-01 - 40 s2-const F 3.12007744540 .211663185792 + 40 s2-const F 3.20000000000 .211663185792 41 sr-nocars F -1.81993286436 .264666683175 - 50 da-const F 5.04782762678 .183418332858 + 50 da-const F 5.3000000000 .183418332858 52 da-carsltd F -.271868582964 .617443792060E-01 54 da-incu25 F -.192019394625 .139296441624 55 da-inc2545 F -.386713967804 .814774232772E-01 59 da-ch1617 F -.656105661334 .151144276796 - 60 bi-const F -4.91480501560 .285446232815 + 60 bi-const F -3.00000000000 .285446232815 61 bi-male F .307232014636 .182223348332 62 bi-ageu35 F .168786919465 .215307901918 - 65 bi-ointd F .000003181615E-02 .238695724998E-02 + 65 bi-ointd F .050023181615E-02 .238695724998E-02 72 wk-ageu35 F .002058313764 .116622939123 - 75 wk-ointd F .150000000000 .129621669668E-02 - 78 wk-dmixed F .100099010586 .203878149657 + 75 wk-ointd F .100000000000 .129621669668E-02 + 78 wk-dmixed F .100000000000 .203878149657 100 mainmode F 5.5000000000 .210207963926 102 mm-onlyob F 1.01828922918 .591341053549E-01 103 mm-onlyrt F .936460195531 .622411428975E-01 diff --git a/inputs/coefficients/TripTimeCoefficients_SACOG-v1.5.F12 b/inputs/coefficients/TripTimeCoefficients_SACOG-v1.5.F12 deleted file mode 100644 index 8addd787..00000000 --- a/inputs/coefficients/TripTimeCoefficients_SACOG-v1.5.F12 +++ /dev/null @@ -1,334 +0,0 @@ -MOD 25 TOD intermediate stops -Created by ALOGIT version 4 17:36:04 on 3 Apr 12 -END - 11 arr3-5 F -5.22742540964 .323319191447 - 12 arr=6 F -3.05163555880 .193408868349 - 13 arr=7 F -1.08937842013 .118510764152 - 14 arr=8 T .000000000000 .000000000000 - 15 arr=9 F .641482637013 .120043917647 - 16 arr10-12 F 1.37600244117 .147810705699 - 17 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-3474 -6094 -7502 0 13088 14845 15128 10334 - 5825 4599 0 0 0 0 0 0 -2010 0 - -2574 0 -2470 0 -13320 0 -8961 0 -1859 0 - 0 0 8519 1402 0 2029 -5297 0 349 0 - -24050 0 -23854 0 141 0 20338 0 26642 0 - 22964 0 34649 0 28273 0 diff --git a/inputs/coefficients/WorkLocationModel_psrcper1_Calib3.F12 b/inputs/coefficients/WorkLocationModel_psrcper1_Calib3.F12 index 35c5ef4c..5a447ba1 100644 --- a/inputs/coefficients/WorkLocationModel_psrcper1_Calib3.F12 +++ b/inputs/coefficients/WorkLocationModel_psrcper1_Calib3.F12 @@ -5,7 +5,7 @@ 2 Beta00002 F .297555314269 .688595095523E-01 3 Beta00003 F .354215583188 .155632315602 4 Beta00004 T .370000000000 .000000000000 - 5 Beta00005 F -1.35196717700 .339282886989 + 5 Beta00005 F -1.70000000000 .339282886989 6 Beta00006 F -1.00000000000 .421597216602 7 Beta00007 F 0.70000000000 .266729343235 8 Beta00008 F 0.1361775451 .932177966778E-01 @@ -44,7 +44,7 @@ 41 Beta00041 F -4.50000000000 3.07889795309 42 Beta00042 F 3.46218086565 5.28980434223 43 Beta00043 F 2.07949484955 10.5621762255 - 44 Beta00044 F .000000000000 .000000000000 + 44 Beta00044 F -4.000000000000 .000000000000 45 Beta00045 F -3.00000000000 .000000000000 46 Beta00046 F -0.40000000000 .000000000000 47 Beta00047 F -3.5000000000 .000000000000 diff --git a/inputs/coefficients/WorkTourDestinationCoefficients_SACOG-v1.5.F12 b/inputs/coefficients/WorkTourDestinationCoefficients_SACOG-v1.5.F12 deleted file mode 100644 index 9785c3f4..00000000 --- a/inputs/coefficients/WorkTourDestinationCoefficients_SACOG-v1.5.F12 +++ /dev/null @@ -1,88 +0,0 @@ -Tour Destination (SACOG2000 v0501 MNL and 0601 NL) -Created by ALOGIT version 4 15:44:17 on 5 Apr 12 -END - 1 Beta00001 F 34.1969119693 14.3134684406 - 2 Beta00002 F -5.87727074294 3.67161570527 - 3 Beta00003 F -6.36213573724 4.46717355738 - 4 Beta00004 F -4.00800736699 2.80926267804 - 5 Beta00005 F -17.4035896487 9.67292285271 - 6 Beta00006 F -8.47370471785 4.43387635261 - 11 Beta00011 T 1.00000000000 .000000000000 - 12 Beta00012 T 30.0840635749 .000000000000 - 13 Beta00013 T .632869045348 .000000000000 - 14 Beta00014 T .894362804115 .000000000000 - 15 Beta00015 T 1.52348159866 .000000000000 - 16 Beta00016 T -3.70599471075 .000000000000 - 17 Beta00017 T -1.85025293029 .000000000000 - 18 Beta00018 T -2.10405226813 .000000000000 - 19 Beta00019 T .749210909547 .000000000000 - 31 Beta00031 T .112772036918 .000000000000 - 32 Beta00032 T .111706204825 .000000000000 - 33 Beta00033 T -.123315152689 .000000000000 - 34 Beta00034 T -.105730744708 .000000000000 - 39 LSM_0039 T .224690592169 .000000000000 - 40 Gamma040 T -1.33099569133 .000000000000 - 41 Gamma041 T -4.95853789178 .000000000000 - 42 Gamma042 T .000000000000 .000000000000 - 43 Gamma043 T -3.66918399679 .000000000000 - 44 Gamma044 T -4.29486902429 .000000000000 - 45 Gamma045 T -4.54264556174 .000000000000 - 46 Gamma046 T -3.58517202811 .000000000000 - 47 Gamma047 T -4.13186461262 .000000000000 - 48 Gamma048 T -80.0000000000 .000000000000 - 49 Gamma049 T 1.43999225960 .000000000000 - 50 Gamma050 T .000000000000 .000000000000 - 60 LSUvsN F .152865192286 .850984688610E-01 - -1 - 3339 -.139412457003E+04 -.130129107022E+05 -.185781336450E+04 - 9 015:44:17 on 5 Apr 12 - -93937 -86807 83370 -79777 74643 68851 -99558 92921 85930 78203 - -92219 88339 81403 75798 90852 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 0 0 -99774 92855 85943 78871 99316 - 91486 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 diff --git a/inputs/coefficients/WorkTourDestinationModel_psrcper1.F12 b/inputs/coefficients/WorkTourDestinationModel_psrcper1.F12 index 7dc054b1..652f2717 100644 --- a/inputs/coefficients/WorkTourDestinationModel_psrcper1.F12 +++ b/inputs/coefficients/WorkTourDestinationModel_psrcper1.F12 @@ -13,7 +13,7 @@ 14 Beta00014 F .575103823634 .475009515273E-01 15 Beta00015 T 1.52350000000 .000000000000 16 Beta00016 T -3.70600000000 .000000000000 - 17 Beta00017 T -1.0030000000 .000000000000 + 17 Beta00017 T -1.50000000000 .000000000000 18 Beta00018 F 2.57905292785 .886454199304 19 Beta00019 F -.687340631088 .111243668109 31 Beta00031 T .112800000000 .000000000000 diff --git a/inputs/coefficients/WorkTourModeCoefficients_SACOG-v1.5.F12 b/inputs/coefficients/WorkTourModeCoefficients_SACOG-v1.5.F12 deleted file mode 100644 index 7a8ce3b4..00000000 --- a/inputs/coefficients/WorkTourModeCoefficients_SACOG-v1.5.F12 +++ /dev/null @@ -1,105 +0,0 @@ -Work tour mode choice -Created by ALOGIT version 4 14:02:09 on 2 Apr 12 -END - 1 costutil F .528792256207 .191310023044 - 2 timeutil F .558792763568 .957386348522E-01 - 10 dt-const F -1.60381217582 .742734994859 - 11 dt-nocars T -2.00000000000 .000000000000 - 13 dt-carsltw F -1.01072071817 1.06878667775 - 20 wt-const F -1.91815542704 1.11172541893 - 30 s3-const F -.969579911020 .722338259772 - 31 sr-hhcu5 F .323318836849 .145612234307 - 32 sr-hh515 F .278826268758 .832146104839E-01 - 35 sr-lndist F -.135816439973 .560428476677E-01 - 38 s3-onephh F -.617533637617 .312474491313 - 39 s3-twophh F -1.24532834343 .213118850300 - 40 s2-const F -.436681738596 .716299709696 - 41 sr-nocars F -3.10627813911 .817922923434 - 42 sr-carsltd F .433421447134 .167422504942 - 48 s2-onephh F -.393323274987 .243292757481 - 50 da-const F 2.20032936544 .863749284952 - 53 da-carsltw F -1.27744217244 .286229192597 - 54 da-incu25 F -.174154676666 .156629433666 - 60 bi-const F -9.57210452226 1.65254607194 - 61 bi-male F .766172385533 .348813074533 - 63 bi-ageo50 F -.661876145052 .358944499192 - 71 wk-male F -.659709011367 .326755562274 - 124 tr-omixed F 2.00231073060 1.00140530087 - 127 tr-dintdn F .109879018164E-01 .565902513954E-02 - 128 tr-dempdn F .980729939965E-04 .230724688748E-04 - 131 da-escsptr F -2.21704167962 .659487992423 - 132 da-othsptr F -.317670873650E-01 .832212472100E-01 - 133 sr-escsptr F 3.70309999676 .773084675395 - 134 sr-othsptr F .242992523728 .967139254545E-01 - 162 bi-class2 F .479933127878 .239277896792 - 164 bi-omixed F 2.40963425082 .769785565282 - 168 bi-dempdn F .153239144248E-03 .308930980545E-04 - 169 bi-dmixed F 7.17103222828 1.51598803150 - 179 wk-dmixed F .925274561946 .532094157465 - 99 modenest F .959685901855 .149724836834 - -1 - 3313 -.318593819649E+04 -.574793431732E+04 -.222027669861E+04 - 19 014:02:09 on 2 Apr 12 - 36263 1893 1002 0 0 0 -7340 -12958 -7335 0 - 4205 8480 59354 0 -2651 9042 812 81485 0 -4179 - 51403 18807 32644 1618 0 -6850 3345 6671 27479 49033 - 915 0 -11038 4037 6625 20222 -15904 -36456 4430 0 - 4918 -99 -14008 -14767 -16348 -8542 -15082 476 0 3004 - -533 -8317 -1184 -411 8749 -8878 -15532 -286 0 3319 - -1228 -9745 -2106 -2414 7430 17025 8802 -50 82156 0 - -3984 51775 99279 6766 6806 -13594 -5369 -5193 -23682 -43852 - 236 0 9006 -1848 -14239 -23290 -32567 19645 4116 9951 - -13691 19012 37916 -2067 0 -1946 1171 -1378 16225 30182 - -7308 1929 -3034 -1410 -21200 -8377 -14770 707 0 2904 - -304 -6031 -937 151 9078 37122 7889 -6522 2346 3319 - 26198 32793 69816 0 -10605 46007 88345 24758 36684 -10342 - -10042 -11359 88235 -33449 23814 -9628 -32033 -53406 -5673 0 - 18263 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29994 -11628 38192 -44895 -14133 -19386 - 3672 -9024 -8779 15345 -12487 -28658 -42444 -3059 0 8648 - -4568 -14502 -23819 -31126 21784 11347 10109 -13951 19386 -22248 - 11630 -33900 38398 9740 19019 -5885 6899 5699 -5065 -15535 - -30567 -2345 -6523 5099 0 -1539 2226 -2328 -696 -1564 - 2712 -372 364 -2355 5245 1683 -620 -3385 5823 3129 - 3899 1475 2726 3208 -373 1898 417 -4063 28580 59216 - -88 0 -12783 3718 10956 27522 44934 -18861 -12469 -14074 - 10076 -47154 38716 -11959 42160 -51478 -14012 -24963 3512 -13703 - -10764 6534 25820 51239 7849 -6350 16601 29082 5083 0 - -8743 4606 4883 18676 29063 -15506 -9500 -8719 4278 -17233 - 24538 -9742 23067 -26817 -6304 -11651 4304 -4832 -3007 3518 - 15916 28378 -26587 79464 26811 10356 24779 2992 0 -3822 - 2349 4045 9122 13864 -8857 -4152 -4628 3791 -10223 10742 - -3974 12769 -15864 -2275 -20083 12032 -4584 -5767 3475 4599 - 15212 -12793 -1822 16574 8327 16365 27159 6637 0 -6354 - 3484 16510 16391 23485 -12099 -6246 -7454 16114 -19205 18314 - -5864 30215 -27834 -5672 -38131 1359 -3355 -5602 7470 14114 - 25266 -22916 -4930 27475 12770 20440 9312 24622 -1402 0 - -5818 307 8626 14531 23004 -9815 -6952 -6964 8172 -25293 - 16136 -6931 22552 -25964 -7132 -48666 6236 -9993 -4582 3949 - 14149 30695 -16528 1903 29226 17398 -18934 14493 24126 23477 - 3056 0 -6509 4476 13318 14616 23469 -10985 -7179 -7162 - 12935 -25570 16558 -7155 26645 -26570 -3619 -82441 2663 -7651 - -7757 1436 15469 19672 -19924 -463 27228 15668 -380 13002 - 52630 20642 35703 74418 0 -8670 49262 87084 21089 30254 - -13041 -8299 -9460 87146 -27737 21764 -7925 93978 -36534 -6847 - 11983 365 -8635 -22545 7876 18448 31809 -27045 1543 36391 - 22787 13082 26900 17930 21904 -43616 -79407 -1956 0 16653 - -6275 -20064 -40860 -62494 31427 18337 19401 -18894 53233 -46816 - 17929 -58880 69411 17623 34195 -7007 16434 12962 -9052 -32427 - -64561 52632 2331 -75116 -41518 -22819 -39028 -36083 -36748 -49425 diff --git a/inputs/coefficients/WorkTourModeModel_psrcper1.F12 b/inputs/coefficients/WorkTourModeModel_psrcper1.F12 index fc99ca9f..2b0885cc 100644 --- a/inputs/coefficients/WorkTourModeModel_psrcper1.F12 +++ b/inputs/coefficients/WorkTourModeModel_psrcper1.F12 @@ -2,40 +2,40 @@ Created by ALOGIT version 4 15:56:33 on 31 Oct 13 END 1 costutil F .507393891916 .782703448758E-01 - 2 timeutil F .607294134943 .289154834289E-01 - 10 dt-const F -.10000000000 .407510764150 + 2 timeutil F .500000000000 .289154834289E-01 + 10 dt-const F .20000000000 .407510764150 11 dt-nocars T -2.00000000000 .000000000000 13 dt-carsltw F -.584075521946 .275346562061 - 20 wt-const F 0.355257778982 .478677576039 - 30 s3-const F -.205058320603 .409008173503 + 20 wt-const F 0.70000000000 .478677576039 + 30 s3-const F -.300000000000 .409008173503 31 sr-hhcu5 F .409727656948 .752103285598E-01 32 sr-hh515 F .343029231378 .530896802624E-01 35 sr-lndist F -.134369499075 .326013105801E-01 - 38 s3-onephh F -1.03780667378 .175181444809 - 39 s3-twophh F -1.06482781884 .119000244215 - 40 s2-const F .400000000000 .405988018564 + 38 s3-onephh F -1.53780667378 .175181444809 + 39 s3-twophh F -1.56482781884 .119000244215 + 40 s2-const F .000000000000 .405988018564 41 sr-nocars F -3.34225047469 .559581251683 42 sr-carsltd F -.152837625179 .975393164185E-01 48 s2-onephh F -.955798021938 .152391148626 - 50 da-const F 2.24704701102 .438459044760 + 50 da-const F 1.80000000000 .438459044760 53 da-carsltw F -1.72128922804 .184153293589 54 da-incu25 F -.262196860866 .220640750674 - 60 bi-const F -4.00160595903 .592328513785 + 60 bi-const F -3.00160595903 .592328513785 61 bi-male F 1.44432502608 .202166009755 63 bi-ageo50 F -1.04535475986 .217693103485 71 wk-male F .272291221127 .205078343112 - 124 tr-omixed F .382039568775 .320142360488 - 127 tr-dintdn F .015757263467E-02 .150943994739E-02 - 128 tr-dempdn F .485832095376E-04 .415353706015E-05 + 124 tr-omixed F .472039568775 .320142360488 + 127 tr-dintdn F .019757263467E-02 .150943994739E-02 + 128 tr-dempdn F .385832095376E-04 .415353706015E-05 131 da-escsptr F -3.44085589538 .412090673870 132 da-othsptr F .116751635957 .491141029552E-01 133 sr-escsptr F 2.23825099406 .269616962175 134 sr-othsptr F .133113788328 .556644376549E-01 162 bi-class2 T .479900000000 .000000000000 - 164 bi-omixed F .244403354757 .431139089812 - 168 bi-dempdn F .573445878186E-04 .491638694775E-05 - 169 bi-dmixed F 1.88971131417 .498637170797 - 179 wk-dmixed F .623085356460 .270092477409 + 164 bi-omixed F .100000000000 .431139089812 + 168 bi-dempdn F .400000000000E-04 .491638694775E-05 + 169 bi-dmixed F 1.00000000000 .498637170797 + 179 wk-dmixed F .923085356460 .270092477409 99 modenest F .914054414925 .677134942318E-01 -1 8234 -.993051005470E+04 -.149261370356E+05 -.771279596858E+04 diff --git a/inputs/coefficients/WorkTourTimeCoefficients_SACOG-v1.5.F12 b/inputs/coefficients/WorkTourTimeCoefficients_SACOG-v1.5.F12 deleted file mode 100644 index 59dc7f89..00000000 --- a/inputs/coefficients/WorkTourTimeCoefficients_SACOG-v1.5.F12 +++ /dev/null @@ -1,351 +0,0 @@ -tod work tours -Created by ALOGIT version 4 16:21:25 on 7 Apr 12 -END - 11 arr3-5 F -2.33946981704 .166554058826 - 12 arr=6 F -.671062203843 .981357175651E-01 - 13 arr=7 F -.181869725389E-01 .616066120838E-01 - 14 arr=8 T .000000000000 .000000000000 - 15 arr=9 F -.936499248755 .796168443126E-01 - 16 arr10-12 F -1.77743849575 .131835941939 - 17 arr13-15 F -1.86737256636 .221713542435 - 18 arr16-18 F -2.26568763106 .330963594316 - 19 arr19-21 F -3.16130926914 .490778396070 - 20 arr22-26 F -4.12095481158 .817399693506 - 21 dep3-6 F -1.18600807319 .506107638444 - 22 dep7-9 F -1.76409598423 .326935585779 - 23 dep10-12 F -.675435161773 .198111687814 - 24 dep13-14 F -.569209242716 .115798211597 - 25 dep=16 T .000000000000 .000000000000 - 26 dep=17 F .364034170912E-01 .663872519181E-01 - 27 dep=18 F -.726434757655 .103880499463 - 28 dep19-20 F -1.83603488785 .160808698962 - 29 dep21-23 F -1.98923759637 .247496421287 - 30 dep24-26 F -3.33787696480 .394526618537 - 31 dur0-2 F .847595985218 .299874525630 - 32 dur3-4 F 1.04808445172 .226897888656 - 33 dur5-6 F .478358395184 .174895181077 - 34 dur7-8 F .615781103351 .128575576299 - 35 dur=9 T .000000000000 .000000000000 - 36 dur=10 F -1.01822365930 .738470245769E-01 - 37 dur=11 F -2.11404984054 .126142595118 - 38 dur12-13 F -3.34290713603 .185177550816 - 39 dur14-17 F -6.02927061695 .352039370825 - 40 dur18-23 F -9.49833403860 1.11916797919 - 41 ptwk-arr F .400371369567E-01 .996857462811E-02 - 42 ptwk-dur F -.290297886346E-01 .126785707225E-01 - 43 nwad-arr F .600837274217E-01 .253722810947E-01 - 44 nwad-dur F -.136342497252 .363903816558E-01 - 45 univ-arr F .103738819739 .166160313513E-01 - 46 univ-dur F .135703205954E-01 .228690317452E-01 - 49 dkid-arr F .190688245504 .265279140342E-01 - 50 dkid-dur F -.476589025285E-01 .414784769526E-01 - 51 linc-arr F .174365636267E-01 .114025243500E-01 - 52 linc-dur F -.110765557837E-01 .128587326062E-01 - 53 hinc-arr F -.457993935318E-02 .178623776976E-01 - 54 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+302,215834.000000000000000,1,0.000000000000000,0.000000000000000,81421.000000000000000,81750.000000000000000,29386.000000000000000,2.000000000000000,252.000000000000000 +303,215836.000000000000000,1,0.000000000000000,0.000000000000000,81801.000000000000000,81808.000000000000000,34791.000000000000000,0.000000000000000,28.000000000000000 +304,215842.000000000000000,1,0.000000000000000,0.000000000000000,81659.000000000000000,81893.000000000000000,12754.000000000000000,2.000000000000000,141.000000000000000 +305,215855.000000000000000,1,0.000000000000000,0.000000000000000,184577.000000000000000,83261.000000000000000,4932.000000000000000,2.000000000000000,207.000000000000000 +306,215859.000000000000000,1,0.000000000000000,0.000000000000000,83205.000000000000000,83379.000000000000000,4265.000000000000000,2.000000000000000,143.000000000000000 +307,215862.000000000000000,1,0.000000000000000,0.000000000000000,83624.000000000000000,83789.000000000000000,15412.000000000000000,2.000000000000000,39.000000000000000 +308,215865.000000000000000,2,0.000000000000000,0.000000000000000,83789.000000000000000,83970.000000000000000,13096.500000000000000,2.000000000000000,203.000000000000000 +309,215888.000000000000000,1,0.000000000000000,0.000000000000000,84942.000000000000000,84819.000000000000000,12268.000000000000000,2.000000000000000,66.000000000000000 +310,215933.000000000000000,1,0.000000000000000,0.000000000000000,87812.000000000000000,87618.000000000000000,18953.000000000000000,2.000000000000000,221.000000000000000 +311,216109.000000000000000,1,0.000000000000000,0.000000000000000,102028.000000000000000,102282.000000000000000,38583.000000000000000,2.000000000000000,20.000000000000000 +312,216126.000000000000000,1,0.000000000000000,0.000000000000000,184949.000000000000000,104070.000000000000000,15488.000000000000000,2.000000000000000,253.000000000000000 +313,216127.000000000000000,1,0.000000000000000,0.000000000000000,104404.000000000000000,104070.000000000000000,31856.000000000000000,2.000000000000000,216.000000000000000 +314,216132.000000000000000,1,0.000000000000000,0.000000000000000,104848.000000000000000,104671.000000000000000,31856.000000000000000,2.000000000000000,150.000000000000000 +315,216133.000000000000000,1,0.000000000000000,0.000000000000000,105360.000000000000000,104848.000000000000000,5171.000000000000000,2.000000000000000,111.000000000000000 +316,216137.000000000000000,3,0.000000000000000,0.000000000000000,106061.000000000000000,105360.000000000000000,5672.000000000000000,2.000000000000000,7.000000000000000 +317,216152.000000000000000,1,0.000000000000000,0.000000000000000,107290.000000000000000,107083.000000000000000,13101.000000000000000,2.000000000000000,184.000000000000000 +318,216154.000000000000000,1,0.000000000000000,0.000000000000000,107502.000000000000000,107043.000000000000000,28302.000000000000000,2.000000000000000,319.000000000000000 +319,216232.000000000000000,1,0.000000000000000,0.000000000000000,111475.000000000000000,111463.000000000000000,35885.000000000000000,2.000000000000000,80.000000000000000 +320,216381.000000000000000,1,0.000000000000000,0.000000000000000,125815.000000000000000,125834.000000000000000,21853.000000000000000,2.000000000000000,131.000000000000000 +321,216624.000000000000000,1,0.000000000000000,0.000000000000000,71888.000000000000000,72263.000000000000000,18404.000000000000000,2.000000000000000,56.000000000000000 +322,216625.000000000000000,1,0.000000000000000,0.000000000000000,71676.000000000000000,71888.000000000000000,16157.000000000000000,2.000000000000000,36.000000000000000 +323,216810.000000000000000,1,0.000000000000000,0.000000000000000,151422.000000000000000,151342.000000000000000,11917.000000000000000,2.000000000000000,330.000000000000000 +324,216853.000000000000000,1,0.000000000000000,0.000000000000000,148181.000000000000000,148756.000000000000000,17372.000000000000000,2.000000000000000,347.000000000000000 +325,216880.000000000000000,1,0.000000000000000,0.000000000000000,148194.000000000000000,148671.000000000000000,15846.000000000000000,2.000000000000000,351.000000000000000 +326,216905.000000000000000,1,0.000000000000000,0.000000000000000,163428.000000000000000,163555.000000000000000,1967.000000000000000,2.000000000000000,336.000000000000000 +327,216966.000000000000000,1,0.000000000000000,0.000000000000000,164242.000000000000000,163428.000000000000000,2176.000000000000000,2.000000000000000,280.000000000000000 +328,216990.000000000000000,1,0.000000000000000,0.000000000000000,166941.000000000000000,166891.000000000000000,21790.000000000000000,2.000000000000000,335.000000000000000 +329,216995.000000000000000,1,0.000000000000000,0.000000000000000,166585.000000000000000,166224.000000000000000,19734.000000000000000,2.000000000000000,289.000000000000000 +330,217014.000000000000000,1,0.000000000000000,0.000000000000000,152070.000000000000000,152005.000000000000000,12077.000000000000000,2.000000000000000,306.000000000000000 +331,217064.000000000000000,1,0.000000000000000,0.000000000000000,160056.000000000000000,159336.000000000000000,20177.000000000000000,2.000000000000000,356.000000000000000 +332,217747.000000000000000,1,0.000000000000000,0.000000000000000,37450.000000000000000,37440.000000000000000,18019.000000000000000,2.000000000000000,304.000000000000000 +333,218116.000000000000000,1,0.000000000000000,0.000000000000000,26984.000000000000000,26877.000000000000000,25406.000000000000000,2.000000000000000,265.000000000000000 +334,218164.000000000000000,1,0.000000000000000,0.000000000000000,31338.000000000000000,185438.000000000000000,36834.000000000000000,2.000000000000000,224.000000000000000 +335,218169.000000000000000,1,0.000000000000000,0.000000000000000,31333.000000000000000,31326.000000000000000,37170.000000000000000,2.000000000000000,54.000000000000000 +336,218186.000000000000000,1,0.000000000000000,0.000000000000000,13359.000000000000000,13355.000000000000000,16253.000000000000000,2.000000000000000,90.000000000000000 +337,218328.000000000000000,1,0.000000000000000,0.000000000000000,141189.000000000000000,141055.000000000000000,7318.000000000000000,2.000000000000000,45.000000000000000 +338,218371.000000000000000,1,0.000000000000000,0.000000000000000,118146.000000000000000,118126.000000000000000,37856.000000000000000,2.000000000000000,75.000000000000000 +339,219170.000000000000000,1,0.000000000000000,0.000000000000000,166800.000000000000000,166537.000000000000000,18954.000000000000000,2.000000000000000,91.000000000000000 +340,219583.000000000000000,1,0.000000000000000,0.000000000000000,99332.000000000000000,99631.000000000000000,9876.000000000000000,2.000000000000000,189.000000000000000 +341,219980.000000000000000,1,0.000000000000000,0.000000000000000,151166.000000000000000,150507.000000000000000,15718.000000000000000,2.000000000000000,126.000000000000000 +342,220221.000000000000000,1,0.000000000000000,0.000000000000000,116312.000000000000000,115473.000000000000000,21003.000000000000000,2.000000000000000,23.000000000000000 +343,221207.000000000000000,1,0.000000000000000,0.000000000000000,183925.000000000000000,80279.000000000000000,49842.000000000000000,2.000000000000000,58.000000000000000 +344,222988.000000000000000,1,0.000000000000000,0.000000000000000,185460.000000000000000,56767.000000000000000,12132.000000000000000,2.000000000000000,273.000000000000000 +345,223515.000000000000000,1,0.000000000000000,0.000000000000000,88940.000000000000000,186442.000000000000000,20354.000000000000000,2.000000000000000,55.000000000000000 +346,225033.000000000000000,2,0.000000000000000,0.000000000000000,198152.000000000000000,198147.000000000000000,5343.000000000000000,2.000000000000000,69.000000000000000 +347,225731.000000000000000,1,0.000000000000000,0.000000000000000,138414.000000000000000,140780.000000000000000,15670.000000000000000,2.000000000000000,206.000000000000000 +348,247110.000000000000000,2,0.000000000000000,0.000000000000000,65473.000000000000000,65815.000000000000000,18103.000000000000000,2.000000000000000,97.000000000000000 +349,247135.000000000000000,1,0.000000000000000,0.000000000000000,153974.000000000000000,198168.000000000000000,9407.000000000000000,2.000000000000000,29.000000000000000 +350,247907.000000000000000,3,0.000000000000000,0.000000000000000,151155.000000000000000,152154.000000000000000,15579.666666666666000,2.000000000000000,175.000000000000000 \ No newline at end of file diff --git a/inputs/network_summary/soundcast_tptt.csv b/inputs/network_summary/soundcast_tptt.csv new file mode 100644 index 00000000..9a632995 --- /dev/null +++ b/inputs/network_summary/soundcast_tptt.csv @@ -0,0 +1,825 @@ +OBJECTID,Join_Count,TARGET_FID,Join_Count_1,TARGET_FID_1,ID,SRID,ARM,Year_2010,Direction_,Location,LOC_ERROR,estimated,PSRCEdgeID,Oneway,HOV_I,HOV_J,NewINode,NewJNode,Shape_Length +1,1,300,1,5,4498,522,4.210000000000000,32000.000000000000000,Bothways,"Before Milepost 4.22 A: RIGHT INTERSECTION NE 145TH ST, LEFT INTERSECTION SR 523-NE 145TH ST",NO ERROR,32000.695556600000000,16993.000000000000000,2.000000000000000,194865.000000000000000,194866.000000000000000,58459,58835,660.358068897493130 +2,1,273,1,20,2427,099,34.170000000000002,30000.000000000000000,Bothways,Before Milepost 40.44 A: RIGHT WYE CONNECTION N ROOSEVELT WAY,NO ERROR,18432.154995000001000,202297.000000000000000,2.000000000000000,194897.000000000000000,194872.000000000000000,58318,58621,549.982921573414730 +3,1,266,1,31,1853,099,43.930000000000000,30000.000000000000000,Bothways,Before Milepost 50.21 A: LEFT WYE CONNECTION 148TH ST SW,NO ERROR,33434.333068799999000,213377.000000000000000,2.000000000000000,194917.000000000000000,194918.000000000000000,33943,35110,2430.957526529028200 +4,1,304,1,38,4392,522,7.200000000000000,44000.000000000000000,Bothways,Before Milepost 7.21 A: BOTHWAYS INTERSECTION 68TH AVE NE,NO ERROR,39425.354999499999000,202101.000000000000000,2.000000000000000,195298.000000000000000,195299.000000000000000,54170,54134,547.135631373338920 +5,1,269,1,47,2431,099,40.549999999999997,30000.000000000000000,Bothways,Before Milepost 46.83 A: LEFT WYE CONNECTION SR 524,NO ERROR,22026.201477099999000,213773.000000000000000,2.000000000000000,195318.000000000000000,195316.000000000000000,41875,41731,393.756054836282660 +6,1,195,1,70,3658,304,0.250000000000000,28000.000000000000000,Bothways,After Milepost 0.19 A: LEFT OFF RAMP SR 3 NB,NO ERROR,32284.761436500001000,201257.000000000000000,2.000000000000000,195364.000000000000000,195290.000000000000000,98303,97079,3101.513190491638900 +7,1,294,1,100,2840,104,28.809999999999999,44000.000000000000000,Bothways,"After Milepost 29.33 A: RIGHT INTERSECTION 5TH AVE NE, LEFT ENTRANCE/EXIT NILE TEMPLE",NO ERROR,37372.689575199998000,9581.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,50415,50421,360.811059376053660 +8,1,282,1,143,6801,099R103203,0.040000000000000,1900.000000000000000,South Bound,On R1 RAMP (SR 99 SB TO WESTERN AVE) After LEFT INTERSECTION SR 99 SB,NO ERROR,5601.790283200000000,5928.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,84251,84364,282.292454146990680 +9,1,20,2,154,556,005,214.650000000000010,56000.000000000000000,Bothways,Before Milepost 214.61 A: LEFT ON RAMP 300TH ST NW,NO ERROR,54830.473632800000000,8277.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,5304,6817,10661.244379189371000 +10,1,668,1,1375,2967,166,2.870000000000000,14000.000000000000000,Bothways,Before Milepost 2.90 A: BOTHWAYS INTERSECTION SIDNEY AVE,NO ERROR,10364.388168300000000,111411.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,99775,99880,393.834259695958740 +11,1,667,1,1376,2966,166,2.890000000000000,17000.000000000000000,Bothways,After Milepost 2.90 A: BOTHWAYS INTERSECTION SIDNEY AVE,NO ERROR,11656.707824700001000,111412.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,99915,99880,402.243356270048480 +12,1,649,1,1601,3000,163,1.710000000000000,11000.000000000000000,Bothways,"After Milepost 1.70 A: CENTER INTERSECTION MED XROAD, BOTHWAYS INTERSECTION N 37TH ST",NO ERROR,11415.011611899999000,140391.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,144241,143801,885.588375911983800 +13,1,372,1,1707,2292,092,5.270000000000000,12000.000000000000000,Bothways,After Milepost 5.26 A: LEFT INTERSECTION 75TH ST NE,NO ERROR,12066.985809300000000,164321.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,16162,16117,270.057013481589140 +14,1,393,1,1740,4759,529,1.450000000000000,4700.000000000000000,Bothways,Before Milepost 1.46 A: LEFT INTERSECTION W MARINE VIEW DR,NO ERROR,5415.532501220000100,168596.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,21218,21220,346.773250445017770 +15,1,554,1,1864,4837,525,8.510000000000000,9800.000000000000000,Bothways,Before Milepost 8.35 A: RIGHT INTERSECTION 2ND ST,NO ERROR,8346.678466800000000,193678.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,24036,24140,333.559136976765270 +16,1,314,1,1891,4799,527,1.990000000000000,20000.000000000000000,Bothways,After Milepost 1.98 A: LEFT INTERSECTION 234TH ST SE,NO ERROR,19648.052978500000000,194707.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,48949,49071,238.509313480731520 +17,1,592,1,1895,2203,096,1.410000000000000,32000.000000000000000,Bothways,After Milepost 1.40 A: LEFT WYE CONNECTION SR 527,NO ERROR,40350.719848599998000,198937.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,31839,31855,700.285787252905610 +18,1,287,1,1951,2854,104,25.390000000000001,9600.000000000000000,Bothways,Before Milepost 25.44 A: LEFT INTERSECTION SR 104 W BND,NO ERROR,4264.589904790000200,201749.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,45768,46266,972.512041749223390 +19,1,288,1,1952,2851,104,25.670000000000002,17000.000000000000000,Bothways,After Milepost 25.70 A: LEFT INTERSECTION SR 104 W BND,NO ERROR,8328.701263430000800,201751.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,46266,46682,856.745590796604460 +20,1,387,1,2023,697,009,19.270000000000000,13000.000000000000000,Bothways,After Milepost 19.26 A: LEFT INTERSECTION SR 528,NO ERROR,26010.250854499998000,201775.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,15326,16882,6789.890873072479700 +21,1,298,1,2051,2833,104,31.710000000000001,18000.000000000000000,Bothways,Before Milepost 32.25 A: BOTHWAYS WYE CONNECTION SR 522,NO ERROR,19604.892761200001000,202141.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,54956,54751,658.770557788338120 +22,1,303,1,2053,4464,522,5.880000000000000,46000.000000000000000,Bothways,After Milepost 5.87 A: LEFT WYE CONNECTION SR 104,NO ERROR,51214.641078900000000,202148.000000000000000,2.000000000000000,194895.000000000000000,194896.000000000000000,54912,54807,436.072071268667170 +23,1,650,1,2374,2999,163,2.340000000000000,8700.000000000000000,Bothways,After Milepost 2.33 A: BOTHWAYS INTERSECTION N 46TH ST,NO ERROR,6155.695663450000200,209882.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,142562,142415,315.022566454805770 +24,1,654,1,2459,2981,164,11.940000000000000,10000.000000000000000,Bothways,After Milepost 12.24 A: BOTHWAYS INTERSECTION 228TH AVE SE,NO ERROR,12515.365570100001000,207794.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,157345,157366,2498.014232714072900 +25,1,532,1,2478,3617,310,0.770000000000000,35000.000000000000000,Bothways,Before Milepost 0.78 A: RIGHT WYE CONNECTION NATIONAL AVE,NO ERROR,16739.461883500000000,208077.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,93219,93233,623.678829881833850 +26,1,134,1,2512,2830,104COKNGSTN,0.270000000000000,4000.000000000000000,West Bound,After Milepost 24.79 A: BOTHWAYS INTERSECTION IOWA AVE,NO ERROR,1010.782527920000000,208281.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,45795,45653,291.738957247705510 +27,1,538,1,2514,3671,303,2.900000000000000,34000.000000000000000,Bothways,Before Milepost 2.75 A: BOTHWAYS INTERSECTION NE RIDDELL RD,NO ERROR,24713.182617200000000,208292.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,85807,84917,1563.651231638256400 +28,1,536,1,2535,3673,303,1.610000000000000,35000.000000000000000,Bothways,"Before Milepost 1.46 A: RIGHT INTERSECTION OLD SR 303 SPUR MANETT, LEFT INTERSECTION SHERIDAN RD",NO ERROR,21709.298034700001000,208589.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,88799,88478,631.862728901665720 +29,1,61,1,2647,7582,005LX20247,0.065000000000000,20000.000000000000000,Bothways,"On LX RAMP (116TH ST NE) After RIGHT OFF RAMP S120206, LEFT ON RAMP R120273",NO ERROR,18819.886169400001000,214656.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,13346,13355,316.848370175729200 +30,1,286,1,2651,2855,104,25.120000000000001,9600.000000000000000,Bothways,After Milepost 25.15 A: LEFT WYE CONNECTION SR 524 SPUR,NO ERROR,9732.636444089999700,214677.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,45124,45256,195.585810639091310 +31,1,646,1,2672,3014,162,0.820000000000000,18000.000000000000000,Bothways,"Before Milepost 3.21 A: RIGHT INTERSECTION PIONEER WAY E, LEFT INTERSECTION BOWMAN HILTON RD E",NO ERROR,17799.838623000000000,210798.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,162551,161890,1340.814924735987700 +32,1,285,1,2791,2856,104,25.070000000000000,10000.000000000000000,Bothways,Before Milepost 25.12 A: RIGHT WYE CONNECTION PINE ST,NO ERROR,7551.508941650000500,213962.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,45124,44429,1187.577179473984000 +33,1,292,1,2833,2845,104,27.469999999999999,20000.000000000000000,Bothways,After Milepost 27.58 A: LEFT WYE CONNECTION 238TH ST SW,NO ERROR,23880.612243700001000,214278.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,49278,49488,643.830887463866360 +34,1,345,1,3106,3421,202,18.239999999999998,7400.000000000000000,Bothways,After Milepost 18.25 A: RIGHT INTERSECTION 292ND AVE SE,NO ERROR,7531.036895750000400,204710.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,90400,91905,3388.166864160337400 +35,1,426,1,3176,6647,090S102212,0.082000000000000,6400.000000000000000,West Bound,On S1 RAMP (SE 82ND ST TO SR 90 WB) After BOTHWAYS INTERSECTION LX02252-SE 82ND ST,NO ERROR,10234.896545400001000,6811.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,104883,104623,728.934425968410550 +36,1,441,1,3181,6558,090R103091,0.256000000000000,3700.000000000000000,West Bound,On R1 RAMP (SR 90 WB TO SR 202) After LEFT INTERSECTION SR 90 WB,NO ERROR,3784.487365720000100,9078.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,111882,111508,801.432225258912690 +37,1,438,1,3182,6643,090S103023,0.070000000000000,6200.000000000000000,West Bound,On S1 RAMP (SR 202 TO SR 90 WB) After BOTHWAYS INTERSECTION SR 202,NO ERROR,9228.104919429999400,9079.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,111508,111440,536.141917718070430 +38,1,698,1,3183,6853,167P101934,0.232000000000000,15000.000000000000000,North Bound,On P1 RAMP (SR 167 NB TO SR 516) After LEFT INTERSECTION SR 167 NB,NO ERROR,18527.423584000000000,9174.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,128055,127502,1086.774684080260200 +39,1,68,1,3205,5903,005S120018,0.120000000000000,13000.000000000000000,South Bound,"On S1 RAMP (88TH ST NE TO SR 5 SB) After RIGHT INTERSECTION 88TH ST NE, LEFT INTERSECTION LX20078",NO ERROR,14802.585083000000000,193144.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,14920,15217,1218.925555113543900 +40,1,40,1,3206,5900,005S120837,0.068000000000000,7900.000000000000000,South Bound,On S1 RAMP (PIONEER HWY E TO SR 5 SB) After BOTHWAYS INTERSECTION LX20867-PIONEER HWY E,NO ERROR,3633.279327390000200,193147.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,8797,8920,1203.769406449782300 +41,1,39,1,3207,5757,005R120889,0.152000000000000,4800.000000000000000,South Bound,On R1 RAMP (SR 5 SB TO PIONEER HWY E) After LEFT INTERSECTION SR 5 SB,NO ERROR,2446.941375729999900,193148.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,8666,8797,845.235714295565000 +42,1,453,1,3228,6556,090R103500,0.280000000000000,920.000000000000000,West Bound,On R1 RAMP (SR 90 WB TO 468TH AVE SE) After LEFT INTERSECTION SR 90 WB,NO ERROR,441.570164680000000,206481.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,115736,115463,1272.867521696370700 +43,1,712,1,3229,6889,167R102473,0.120000000000000,12000.000000000000000,South Bound,On R1 RAMP (SR 167 SB TO E VALLEY RD) After LEFT INTERSECTION SR 167 SB,NO ERROR,8439.206542969999600,206633.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,117746,117860,601.075047594481130 +44,1,710,1,3230,6902,167Q102504,0.132000000000000,11000.000000000000000,North Bound,On Q1 RAMP (S 180TH ST TO SR 167 NB) After RIGHT WYE CONNECTION S 180TH ST,NO ERROR,13968.628784200000000,206672.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,118201,117747,1328.089152987993700 +45,1,702,1,3231,6891,167R102166,0.224000000000000,9900.000000000000000,South Bound,On R1 RAMP (SR 167 SB TO 84TH AVE SE) After LEFT INTERSECTION SR 167 SB,NO ERROR,11137.350219700000000,206912.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,123454,123644,955.597820993552430 +46,1,693,1,3232,6840,167Q101845,0.106000000000000,9500.000000000000000,North Bound,On Q1 RAMP (S 277TH ST TO SR 167 NB) After BOTHWAYS INTERSECTION LX01793-S 277TH ST,NO ERROR,7692.293579100000000,207146.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,132046,131272,1608.374787396427100 +47,1,690,1,3233,6854,167P101767,0.216000000000000,6900.000000000000000,North Bound,On P1 RAMP (SR 167 NB TO S 277TH ST) After LEFT INTERSECTION SR 167 NB,NO ERROR,8075.591003419999700,207147.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,132590,132046,1358.236893638710200 +48,1,680,1,3243,6896,167R101262,0.256000000000000,4000.000000000000000,South Bound,On R1 RAMP (SR 167 SB TO ELINGSON RD) After LEFT INTERSECTION SR 167 SB,NO ERROR,5457.981384280000400,216523.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,145832,146292,1066.888870004789600 +49,1,82,1,3250,5348,005P119449,0.232000000000000,10000.000000000000000,North Bound,On P1 RAMP (SR 5 NB TO GRAND AVE) After LEFT INTERSECTION SR 5 NB,NO ERROR,11221.412292499999000,219348.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,20597,20545,344.564678802131430 +50,1,72,1,3252,5761,005R119939,0.192000000000000,7400.000000000000000,South Bound,On R1 RAMP (SR 5 SB TO 4TH ST) After LEFT INTERSECTION SR 5 SB,NO ERROR,6284.364593510000300,219351.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,16686,16893,834.868277078578900 +51,1,444,1,3262,6557,090R103287,0.192000000000000,550.000000000000000,West Bound,On R1 RAMP (SR 90 WB TO 436TH AVE SE) After LEFT INTERSECTION SR 90 WB,NO ERROR,1321.205467219999900,218890.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,114124,114064,734.227581175198110 +52,1,26,1,3265,5898,005S121226,0.108000000000000,9800.000000000000000,South Bound,On S1 RAMP (SR 532 TO SR 5 SB) After RIGHT WYE CONNECTION SR 532,NO ERROR,6051.296325680000300,219279.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,6936,7018,763.567347541259780 +53,1,59,1,3269,5902,005S120206,0.084000000000000,13000.000000000000000,South Bound,On S1 RAMP (116TH ST NE TO SR 5 SB) After BOTHWAYS INTERSECTION LX20247-116TH ST NE,NO ERROR,9849.537353519999700,219293.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,13368,13476,862.263084956437070 +54,1,58,1,3277,5547,005Q120287,0.084000000000000,6100.000000000000000,North Bound,On Q1 RAMP (116TH ST NE TO SR 5 NB) After BOTHWAYS INTERSECTION LX20247-116TH ST NE,NO ERROR,6685.992248540000200,219416.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,13347,13260,634.549657445030790 +55,1,3,1,3283,5285,005P111641,0.240000000000000,270.000000000000000,North Bound,On P1 RAMP (SR 5 NB TO MOUNTS RD) After LEFT INTERSECTION SR 5 NB,NO ERROR,4215.379882809999800,151061.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,176691,176629,1664.814910003646200 +56,1,4,1,3285,5841,005S111642,0.052000000000000,430.000000000000000,South Bound,On S1 RAMP (MOUNTS RD TO SR 5 SB) After BOTHWAYS INTERSECTION LX11670-MOUNTS RD,NO ERROR,4102.820129390000100,121386.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,176557,176609,1097.024692282574500 +57,1,711,1,3342,6876,167S102408,0.110000000000000,10000.000000000000000,South Bound,On S1 RAMP (E VALLEY RD TO SR 167 SB) After BOTHWAYS INTERSECTION EAST VALLEY RD,NO ERROR,11036.086303700000000,206632.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,117860,118035,710.755687218100770 +58,1,709,1,3343,6850,167P102408,0.288000000000000,11000.000000000000000,North Bound,On P1 RAMP (SR 167 NB TO S 180TH ST) After LEFT INTERSECTION SR 167 NB,NO ERROR,13572.953979500000000,206670.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,118632,118201,1253.027269721376100 +59,1,704,1,3344,6890,167R102264,0.192000000000000,11000.000000000000000,South Bound,On R1 RAMP (SR 167 SB TO S 212TH ST) After LEFT INTERSECTION SR 167 SB,NO ERROR,13584.862182600000000,206835.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,121652,121847,635.780160588431270 +60,1,705,1,3345,6877,167S102191,0.098000000000000,9200.000000000000000,South Bound,On S1 RAMP (S 212TH ST TO SR 167 SB) After BOTHWAYS INTERSECTION LX02240,NO ERROR,10579.908020000001000,206833.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,121847,122186,992.941634629203460 +61,1,701,1,3346,6852,167P102110,0.136000000000000,4800.000000000000000,North Bound,On P1 RAMP (SR 167 NB TO N CNTRL AVE) After LEFT INTERSECTION SR 167 NB,NO ERROR,14129.766235400000000,216371.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,124065,123880,805.195249926740190 +62,1,700,1,3347,6878,167S102109,0.056000000000000,6300.000000000000000,South Bound,On S1 RAMP (84TH AVE SE TO SR 167 SB) After BOTHWAYS INTERSECTION LX02131-84TH AVE S,NO ERROR,11778.953613300000000,206910.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,123644,123991,1024.691633434431200 +63,1,695,1,3348,6892,167R101989,0.224000000000000,6900.000000000000000,South Bound,On R1 RAMP (SR 167 SB TO SR 516) After LEFT INTERSECTION SR 167 SB,NO ERROR,11144.471923800000000,7450.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,126970,127493,1124.957594988766700 +64,1,697,1,3349,6839,167Q102014,0.108000000000000,5600.000000000000000,North Bound,On Q1 RAMP (SR 516 TO SR 167 NB) After BOTHWAYS INTERSECTION SR 516,NO ERROR,13703.588012700000000,9169.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,127502,127116,851.233577803155070 +65,1,696,1,3350,6879,167S101913,0.108000000000000,13000.000000000000000,South Bound,On S1 RAMP (SR 516 TO SR 167 SB) After RIGHT WYE CONNECTION SR 516,NO ERROR,18251.762695300000000,7463.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,127493,128071,1164.706655087770700 +66,1,692,1,3351,6880,167S101743,0.102000000000000,6500.000000000000000,South Bound,On S1 RAMP (S 277TH ST TO SR 167 SB) After BOTHWAYS INTERSECTION LX01793-S 277TH ST,NO ERROR,7227.253814699999600,207140.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,132038,132616,1421.758022880929700 +67,1,691,1,3352,6893,167R101822,0.240000000000000,9100.000000000000000,South Bound,On R1 RAMP (SR 167 SB TO S 277TH ST) After LEFT INTERSECTION SR 167 SB,NO ERROR,11709.385376000000000,207141.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,131619,132038,999.004636877810640 +68,1,406,1,3360,7434,522P102293,0.232000000000000,6000.000000000000000,East Bound,On P1 RAMP (SR 522 EB TO 164TH ST) After LEFT INTERSECTION SR 522 EB,NO ERROR,9558.972717290000200,219247.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,37888,37745,856.468712318834260 +69,1,408,1,3364,7432,522Q102365,0.086000000000000,1000.000000000000000,East Bound,On Q1 RAMP (164TH ST TO SR 522 EB) After BOTHWAYS ROUNDABOUT LX02315,NO ERROR,687.631988525000000,219362.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,37603,37252,1115.930612062095200 +70,1,41,1,3372,5343,005P120846,0.152000000000000,8200.000000000000000,North Bound,On P1 RAMP (SR 5 NB TO SR 530) After LEFT INTERSECTION SR 5 NB,NO ERROR,4081.479476930000100,214749.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,8917,8795,887.381121151846170 +71,1,35,1,3373,5342,005P121005,0.208000000000000,3100.000000000000000,North Bound,On P1 RAMP (SR 5 NB TO 236TH ST NE) After LEFT INTERSECTION SR 5 NB,NO ERROR,2827.881935120000000,214756.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,7997,7879,1465.460065229257500 +72,1,30,1,3375,5544,005Q121079,0.124000000000000,990.000000000000000,North Bound,On Q1 RAMP (236TH ST NE TO SR 5 NB) After RIGHT WYE CONNECTION 236TH ST NE,NO ERROR,1729.970016479999900,219285.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,7852,7744,1130.694658857103100 +73,1,34,1,3376,5899,005S120990,0.104000000000000,3000.000000000000000,South Bound,On S1 RAMP (236TH ST NE TO SR 5 SB) After RIGHT WYE CONNECTION 236TH ST NE,NO ERROR,3002.048706050000000,219288.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,7890,7940,714.404106854526840 +74,1,25,1,3379,5341,005P121237,0.208000000000000,9400.000000000000000,North Bound,On P1 RAMP (SR 5 NB TO 268TH ST NE) After LEFT INTERSECTION SR 5 NB,NO ERROR,6455.822631840000200,218149.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,7022,6918,699.285629541765960 +75,1,22,1,3382,5543,005Q121308,0.110000000000000,1000.000000000000000,North Bound,On Q1 RAMP (268TH ST NE TO SR 5 NB) After RIGHT WYE CONNECTION 268TH ST NE,NO ERROR,2291.113159179999900,219282.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,6903,6822,782.748501531420630 +76,1,18,1,3383,5340,005P121480,0.192000000000000,1400.000000000000000,North Bound,On P1 RAMP (SR 5 NB TO 300TH ST NW) After LEFT INTERSECTION SR 5 NB,NO ERROR,2166.458763120000200,214870.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,5275,5110,862.358902499981810 +77,0,27,1,3384,27,,0.000000000000000,0.000000000000000,,,,0.000000000000000,214871.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,5110,4991,1199.254363943167200 +78,1,520,1,3402,6064,016P101046,0.248000000000000,8400.000000000000000,North Bound,On P1 RAMP (SR 16 WB TO OLYMPC DR NW) After LEFT INTERSECTION SR 16 WB,NO ERROR,6686.242370609999900,152387.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,140160,139302,1525.376004887159300 +79,1,517,1,3403,6117,016Q101119,0.090000000000000,7500.000000000000000,North Bound,"On Q1 RAMP (OLYMPC DR NW TO SR 16 WB) After RIGHT INTERSECTION OLYMPIC DR NW, LEFT INTERSECTION LX01074",NO ERROR,4120.420013429999900,152385.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,139302,138574,1565.678637933891400 +80,1,519,1,3404,6094,016S101028,0.096000000000000,7500.000000000000000,South Bound,On S1 RAMP (OLYMPC DR NW TO SR 16 EB) After RIGHT WYE CONNECTION OLYMPIC DR NW,NO ERROR,5382.189544679999900,211472.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,139609,140420,1807.297863136331700 +81,1,518,1,3405,6106,016R101102,0.256000000000000,6700.000000000000000,South Bound,On R1 RAMP (SR 16 EB TO OLYMPC DR NW) After LEFT INTERSECTION SR 16 EB,NO ERROR,4476.153228760000300,211471.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,138693,139609,1584.947120065590300 +82,1,524,1,3409,6062,016P101456,0.224000000000000,8300.000000000000000,North Bound,On P1 RAMP (SR 16 WB TO BURNHM DR NW) After LEFT INTERSECTION SR 16 WB,NO ERROR,6855.464904790000200,218336.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,130932,130213,1405.627456835410200 +83,1,521,1,3411,6116,016Q101536,0.106000000000000,6700.000000000000000,North Bound,On Q1 RAMP (BURNHM DR NW TO SR 16 WB) After BOTHWAYS ROUNDABOUT LX01486,NO ERROR,5172.441223140000100,210502.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,130184,129358,1984.294906699407000 +84,1,523,1,3412,6093,016S101436,0.106000000000000,7300.000000000000000,South Bound,On S1 RAMP (BURNHM DR NW TO SR 16 EB) After BOTHWAYS ROUNDABOUT LX01486,NO ERROR,6535.627380369999600,216890.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,130131,131029,1933.940820199366000 +85,1,522,1,3413,6104,016R101521,0.264000000000000,5300.000000000000000,South Bound,On R1 RAMP (SR 16 EB TO BURNHM DR NW) After LEFT INTERSECTION SR 16 EB,NO ERROR,5952.103546139999700,210083.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,129330,130131,1678.129057175453000 +86,1,13,1,3445,7443,705S100050,0.060000000000000,12000.000000000000000,South Bound,On S1 RAMP (21ST ST TO SR 705 SB) After RIGHT WYE CONNECTION LX00072,NO ERROR,14520.754516600000000,9267.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,151232,151567,833.465191460509120 +87,1,11,1,3446,7446,705Q100099,0.070000000000000,6700.000000000000000,North Bound,On Q1 RAMP (21ST ST TO SR 705 WB) After RIGHT WYE CONNECTION SR 509,NO ERROR,7882.982025149999600,8097.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,151220,150783,903.521577132243920 +88,1,495,1,3447,7445,705R100098,0.200000000000000,6600.000000000000000,South Bound,On R1 RAMP (SR 705 SB TO 21ST ST) After LEFT INTERSECTION SR 705 SB,NO ERROR,10085.704956100000000,9268.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,150645,151232,1290.287408667667500 +89,1,586,1,3452,6129,018P101273,0.320000000000000,1800.000000000000000,East Bound,On P1 RAMP (SR 18 EB TO SE 256TH ST) After LEFT INTERSECTION SR 18 EB,NO ERROR,868.134906769000050,221435.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,184375,184374,2156.548752350327000 +90,1,588,1,3453,6215,018S501273,0.130000000000000,1800.000000000000000,West Bound,On S5 RAMP (SE 256TH ST TO SR 18 WB) After BOTHWAYS INTERSECTION LX01312,NO ERROR,1303.508605960000100,221436.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,184377,184376,3472.474864662399800 +91,1,587,1,3454,6185,018Q101369,0.114000000000000,2400.000000000000000,East Bound,"On Q1 RAMP (SE 256TH ST TO SR 18 EB) After RIGHT INTERSECTION SE 256TH ST, LEFT INTERSECTION LX01312",NO ERROR,3024.492507930000100,221443.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,184374,184382,3012.803804078683200 +92,1,6,1,3460,5864,005S116966R,0.058000000000000,410.000000000000000,South Bound,On S1 RAMP (RAVENNA BLVD TO SR 5 REV) After RIGHT INTERSECTION S116963,NO ERROR,9882.605285640000100,5590.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,70708,183887,1386.698876402861100 +93,1,614,1,3472,6795,099S102461,0.012000000000000,2000.000000000000000,South Bound,On S1 RAMP (14TH AVE S TO CD02512) After LEFT INTERSECTION 14TH AVE S,NO ERROR,2292.261573790000100,61316.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,105805,105861,852.926032642199290 +94,1,584,1,3481,5049,002P100480,0.208000000000000,4100.000000000000000,East Bound,On P1 RAMP (SR 2 EB TO SR 9) After LEFT INTERSECTION SR 2 EB,NO ERROR,9433.429992679999500,218045.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,23762,23892,1192.816356810323400 +95,1,583,1,3482,5058,002Q100535,0.066000000000000,2600.000000000000000,East Bound,On Q1 RAMP (SR 9 TO SR 2 EB) After BOTHWAYS INTERSECTION SR 9,NO ERROR,4744.797668459999800,218048.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,23892,23798,1030.227878522850000 +96,1,296,1,3559,2837,104,30.010000000000002,17000.000000000000000,Bothways,"Before Milepost 30.55 A: LEFT INTERSECTION NE 195TH ST, BOTHWAYS INTERSECTION 25TH AVE NE",NO ERROR,16257.199951200000000,10164.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,51443,51903,1217.715971482989700 +97,1,328,1,3622,4784,527,8.640000000000001,20000.000000000000000,Bothways,Before Milepost 8.65 A: LEFT INTERSECTION 16TH AVE SE,NO ERROR,16599.510574299999000,215251.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,31961,32014,286.535024954112200 +98,1,549,1,3635,4844,525,6.190000000000000,16000.000000000000000,Bothways,After Milepost 6.01 A: LEFT WYE CONNECTION 92ND ST SW,NO ERROR,15200.811340300001000,217606.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,27572,27355,813.681088727673340 +99,1,395,1,3640,25,002,3.660000000000000,31000.000000000000000,Bothways,Before Milepost 3.54 A: RIGHT OFF RAMP BICKFORD AVE (OLD SR 2),NO ERROR,41780.993042000002000,8427.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,22913,22570,1802.554786353518000 +100,1,290,1,3648,2848,104,26.670000000000002,20000.000000000000000,Bothways,"Before Milepost 26.80 A: RIGHT ENTRANCE/EXIT APARTMENTS, LEFT INTERSECTION 95TH PL W",NO ERROR,19844.630065900001000,188735.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,47578,47867,1023.934285888537000 +101,1,394,1,3652,26,002,2.890000000000000,31000.000000000000000,Bothways,After Milepost 2.75 A: LEFT CENTER OFF RAMP SR 204-HEWITT AVE,NO ERROR,41780.993042000002000,8393.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,21892,22531,3843.284089936592400 +102,1,533,1,3681,3616,310,0.810000000000000,38000.000000000000000,Bothways,"After Milepost 0.80 A: RIGHT INTERSECTION NATIONAL AVE, LEFT ENTRANCE/EXIT BUSINESS",NO ERROR,23431.707824699999000,208078.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,92577,93219,1349.510460698352300 +103,1,203,1,3691,3060,160,0.810000000000000,22000.000000000000000,Bothways,Before Milepost 0.82 A: BOTHWAYS INTERSECTION BETHEL RD SE,NO ERROR,16628.279693600001000,208466.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,107092,107077,642.645023918408920 +104,1,311,1,3778,4802,527,0.440000000000000,15000.000000000000000,Bothways,"After Milepost 0.43 A: RIGHT INTERSECTION NE 190TH ST, LEFT INTERSECTION NE 191ST ST",NO ERROR,11428.122650100000000,202041.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,52259,52899,1497.041063659806000 +105,1,160,1,3822,3641,305,1.630000000000000,19000.000000000000000,Bothways,After Milepost 1.64 A: BOTHWAYS INTERSECTION MADISON AVE,NO ERROR,12489.404937699999000,201243.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,74276,76079,3547.648251145195900 +106,1,161,1,3823,3642,305,0.970000000000000,17000.000000000000000,Bothways,After Milepost 0.98 A: BOTHWAYS INTERSECTION HIGH SCHOOL RD,NO ERROR,9404.875183109999900,208328.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,78196,76079,3484.256825783504200 +107,1,335,1,4029,3435,202,7.040000000000000,15000.000000000000000,East Bound,"After Milepost 7.03 A: RIGHT INTERSECTION CLEVELAND ST-OLD SR 908, RIGHT INTERSECTION 164TH AVE NE",NO ERROR,10726.476196300000000,29919.000000000000000,1.000000000000000,0.000000000000000,0.000000000000000,71019,70809,740.062575198878220 +108,1,89,1,4141,593,005,120.380000000000000,118000.000000000000000,Bothways,Before Milepost 120.33 A: LEFT ON RAMP SBCD LANE,NO ERROR,100014.276367000000000,7870.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,174478,175503,6151.275444555048100 +109,1,527,1,4166,6092,016S101539,0.098000000000000,12000.000000000000000,South Bound,On S1 RAMP (SR 302 TO SR 16 EB) After LEFT INTERSECTION SR 302 WB,NO ERROR,8980.015136719999600,210506.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,127442,128372,1831.286527749844700 +110,1,596,1,4203,2010,099,4.500000000000000,15000.000000000000000,Bothways,"After Milepost 8.14 A: RIGHT INTERSECTION SR 18, LEFT INTERSECTION S 348TH ST",NO ERROR,18399.396148700002000,93550.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,143235,142584,1407.973601340633400 +111,1,351,1,4211,5009,900,2.350000000000000,20000.000000000000000,Bothways,After Milepost 8.27 A: RIGHT INTERSECTION 68TH AVE S,NO ERROR,18058.283203100000000,67082.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,111910,111706,1027.544772793182100 +112,1,350,1,4243,5010,900,2.330000000000000,27000.000000000000000,Bothways,Before Milepost 8.27 A: RIGHT INTERSECTION 68TH AVE S,NO ERROR,21211.404937700001000,206077.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,111524,111706,1056.963061595725300 +113,1,354,1,4246,5005,900,3.930000000000000,22000.000000000000000,Bothways,Before Milepost 9.87 A: LEFT WYE CONNECTION SR 167,NO ERROR,16806.118835400001000,206153.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,112401,112413,373.804330723588070 +114,1,353,1,4247,5006,900,3.830000000000000,19000.000000000000000,Bothways,Before Milepost 9.77 A: RIGHT WYE CONNECTION HARDIE AVE SW,NO ERROR,15614.194030799999000,206186.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,112459,112600,442.545279163933690 +115,1,102,1,4260,4605,515,0.020000000000000,25000.000000000000000,Bothways,After Milepost 0.01 A: RIGHT WYE CONNECTION SR 516,NO ERROR,13495.150390600000000,207056.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,128658,128266,749.577794866624690 +116,1,94,1,4304,4400,512,7.770000000000000,80000.000000000000000,Bothways,Before Milepost 7.78 A: LEFT ON RAMP 94TH AVE E,NO ERROR,90281.350097699993000,7720.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,167038,166980,3431.126496387334100 +117,1,95,1,4306,4504,512,9.350000000000000,86000.000000000000000,Bothways,After Milepost 9.34 A: RIGHT ON RAMP SR 161,NO ERROR,87812.681152300007000,7746.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,165266,163106,3908.496975903343400 +118,1,638,1,4357,3021,161,33.820000000000000,24000.000000000000000,Bothways,Before Milepost 33.83 A: RIGHT INTERSECTION MILITARY RD S,NO ERROR,26369.076293900001000,207744.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,148911,148958,121.597302682781820 +119,1,97,1,4414,2941,167,7.730000000000000,99000.000000000000000,Bothways,After Milepost 6.44 A: LEFT OFF RAMP SR 512,NO ERROR,99467.071289100000000,7928.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,158716,158627,1037.276651671511200 +120,1,660,1,4417,2988,164,4.070000000000000,17000.000000000000000,Bothways,"After Milepost 4.37 A: RIGHT INTERSECTION PVT RD, LEFT INTERSECTION ACADEMY DR SE",NO ERROR,19830.335754399999000,95967.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,146176,146374,960.360306872280030 +121,1,488,1,4436,3190,169,14.960000000000001,21000.000000000000000,Bothways,"After Milepost 14.95 A: RIGHT INTERSECTION WITTE RD SE, LEFT INTERSECTION SE BAIN RD",NO ERROR,19998.748413099998000,77587.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,123169,122984,594.662191983613520 +122,1,419,1,4449,4499,522,11.590000000000000,86000.000000000000000,Bothways,After Milepost 11.59 A: LEFT OFF RAMP SR 405 SB,NO ERROR,95200.791992200000000,5390.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,54499,54406,1881.589460345383000 +123,1,91,1,4452,439,005,128.530000000000000,168000.000000000000000,Bothways,Before Milepost 128.48 A: LEFT ON RAMP 84TH ST,NO ERROR,73315.478515600000000,8146.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,164301,162769,3571.370364175293600 +124,1,78,2,4454,925,005,198.630000000000000,141000.000000000000000,Bothways,After Milepost 198.56 A: LEFT OFF RAMP SR 529 SB,NO ERROR,57774.522949200000000,9376.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,17539,17278,1883.845446599751300 +125,1,462,1,4518,1000,018,8.720000000000001,48000.000000000000000,Bothways,Before Milepost 8.20 A: LEFT ON RAMP SE 304TH ST,NO ERROR,65641.838378900007000,222080.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,136242,183899,3098.520878694797800 +126,1,46,1,4547,383,005,206.660000000000000,86000.000000000000000,Bothways,After Milepost 206.60 A: RIGHT ON RAMP SR 531,NO ERROR,66960.450927700003000,8294.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,9282,10332,7328.114925029076400 +127,1,44,2,4548,1047,005,208.410000000000000,86000.000000000000000,Bothways,Before Milepost 208.37 A: LEFT ON RAMP PIONEER HWY E-OLD SR 530,NO ERROR,66960.450927700003000,222038.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,8920,9282,3795.285836824792600 +128,1,46,1,4549,383,005,206.660000000000000,86000.000000000000000,Bothways,After Milepost 206.60 A: RIGHT ON RAMP SR 531,NO ERROR,66960.450927700003000,8293.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,10451,9277,7900.014238684210800 +129,1,44,2,4550,1047,005,208.410000000000000,86000.000000000000000,Bothways,Before Milepost 208.37 A: LEFT ON RAMP PIONEER HWY E-OLD SR 530,NO ERROR,66960.450927700003000,222039.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,9277,8917,3804.486580128706900 +130,1,79,1,4556,1187,005,198.569999999999990,123000.000000000000000,Bothways,Before Milepost 198.52 A: RIGHT ON RAMP SR 529 NB,NO ERROR,58722.110351600000000,222088.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,17521,17533,85.373675439531681 +131,1,106,1,4639,4562,516,9.029999999999999,31000.000000000000000,Bothways,After Milepost 8.75 A: BOTHWAYS INTERSECTION 124TH AVE SE,NO ERROR,29919.717224100001000,83952.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,130745,130451,1028.012161316666600 +132,1,442,2,4685,2467,090,29.079999999999998,40000.000000000000000,Bothways,After Milepost 31.00 A: RIGHT ON RAMP SR 202,NO ERROR,28094.794189500000000,7062.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,114117,111882,10785.222441858812000 +133,1,489,1,4738,3172,169,17.670000000000002,18000.000000000000000,Bothways,Before Milepost 17.68 A: RIGHT INTERSECTION CEDAR GROVE RD,NO ERROR,17176.859741200002000,206730.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,118822,119512,2965.108130303237000 +134,1,442,2,4788,2467,090,29.079999999999998,40000.000000000000000,Bothways,After Milepost 31.00 A: RIGHT ON RAMP SR 202,NO ERROR,28094.794189500000000,7064.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,111887,114182,10969.796835814344000 +135,1,344,1,4793,3422,202,18.219999999999999,9900.000000000000000,Bothways,Before Milepost 18.25 A: RIGHT INTERSECTION 292ND AVE SE,NO ERROR,10983.613372800000000,204711.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,88627,90400,3499.808155087720000 +136,1,436,1,4809,2526,090,24.890000000000001,55000.000000000000000,Bothways,Before Milepost 26.83 A: LEFT ON RAMP WINERY RD,NO ERROR,43651.009887699998000,6876.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,107469,107989,7142.628713919309100 +137,1,425,3,4810,2342,090,20.940000000000001,55000.000000000000000,Bothways,After Milepost 22.86 A: RIGHT ON RAMP JONES RD,NO ERROR,55600.928955099997000,6887.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,105316,108319,14412.666913944397000 +138,1,425,3,4842,2342,090,20.940000000000001,55000.000000000000000,Bothways,After Milepost 22.86 A: RIGHT ON RAMP JONES RD,NO ERROR,55600.928955099997000,6851.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,108156,105189,14243.379694234018000 +139,1,463,1,4857,801,018,10.100000000000000,45000.000000000000000,Bothways,After Milepost 9.56 A: RIGHT ON RAMP SE 304TH ST,NO ERROR,63382.263183600000000,8704.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,134849,133686,2749.972268227640600 +140,1,337,1,5038,3431,202,7.680000000000000,37000.000000000000000,Bothways,"Before Milepost 7.69 A: RIGHT OFF RAMP SR 520 WB, CENTER INTERSECTION MEDIAN XROAD, LEFT INTERSECTION NE 76TH ST",NO ERROR,22990.798400899999000,215699.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,71589,71509,384.749955087154150 +141,1,277,1,5101,2330,099,28.600000000000001,54000.000000000000000,Bothways,After Milepost 34.85 A: BOTHWAYS INTERSECTION N 38TH ST,NO ERROR,71846.966308599993000,5655.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,74980,74725,497.704671373937230 +142,1,217,1,5157,5086,003P103626,0.224000000000000,14000.000000000000000,North Bound,On P1 RAMP (SR 3 NB TO SR 304 EB) After LEFT INTERSECTION SR 3 NB,NO ERROR,12957.063842800000000,201258.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185879,98303,2538.475229262279800 +143,1,219,1,5159,5085,003P103703,0.216000000000000,5200.000000000000000,North Bound,On P1 RAMP (SR 3 NB TO LOXIE EAGANS) After LEFT INTERSECTION SR 3 NB,NO ERROR,7774.104339599999500,219082.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185882,96184,1503.882414191089100 +144,1,222,1,5160,5125,003S103687,0.112000000000000,4200.000000000000000,South Bound,On S1 RAMP (WERNER RD TO SR 3 SB) After RIGHT WYE CONNECTION LX03731,NO ERROR,7423.068572999999600,219085.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,96170,185873,2312.731757500153000 +145,1,221,1,5161,5135,003R103758,0.176000000000000,3600.000000000000000,South Bound,On R1 RAMP (SR 3 SB TO WERNER RD) After LEFT INTERSECTION SR 3 SB,NO ERROR,5849.270172120000100,216604.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185871,96170,1277.664371106998000 +146,1,220,1,5162,5071,003Q103778,0.108000000000000,3600.000000000000000,North Bound,On Q1 RAMP (LOXIE EAGANS TO SR 3 NB) After RIGHT WYE CONNECTION LX03731,NO ERROR,3897.650772089999900,208332.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,96184,185884,2704.646339246113700 +147,1,226,1,5163,5124,003S103786,0.042000000000000,2400.000000000000000,South Bound,On S1 RAMP (AUTO CNTR WAY TO SR 3 SB) After BOTHWAYS INTERSECTION AUTO CENTER WAY,NO ERROR,781.720752715999990,208404.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,93990,185870,1147.998785989412000 +148,1,223,1,5164,5084,003P103804,0.192000000000000,2300.000000000000000,North Bound,On P1 RAMP (SR 3 NB TO SR 310) After LEFT INTERSECTION SR 3 NB,NO ERROR,2045.123497009999900,208288.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185885,92794,1467.935902872017300 +149,1,224,1,5165,5134,003R103860,0.208000000000000,8900.000000000000000,South Bound,On R1 RAMP (SR 3 SB TO KITSAP WAY) After LEFT INTERSECTION SR 3 SB,NO ERROR,8891.602935790000600,216719.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185868,92787,1509.396324654445600 +150,1,225,1,5166,5070,003Q103875,0.100000000000000,8300.000000000000000,North Bound,On Q1 RAMP (SR 310 TO SR 3 NB) After RIGHT WYE CONNECTION SR 310,NO ERROR,7091.668334959999800,208290.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,92794,185887,2314.134091100203500 +151,1,228,1,5167,5123,003S103896,0.068000000000000,2900.000000000000000,South Bound,On S1 RAMP (AUSTIN DR TO SR 3 SB) After BOTHWAYS INTERSECTION LX03932-AUSTIN DR,NO ERROR,3498.994369510000100,208522.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,89883,185867,1839.684720135415800 +152,1,227,1,5168,5083,003P103909,0.216000000000000,3700.000000000000000,North Bound,On P1 RAMP (SR3 NB TO SHOREWOOD DR) After LEFT INTERSECTION SR 3 NB,NO ERROR,2403.314300540000200,208415.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185888,89541,1449.593840211102100 +153,1,230,1,5169,5133,003R103953,0.224000000000000,1400.000000000000000,South Bound,On R1 RAMP (SR3 SB TO AUSTIN DR) After LEFT INTERSECTION SR 3 SB,NO ERROR,1113.122344970000100,208521.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185865,89883,1309.924655000466100 +154,1,229,1,5170,5101,003Q103975,0.098000000000000,1500.000000000000000,North Bound,On Q1 RAMP (SHOREWOOD DR TO SR 3 NB) After RIGHT WYE CONNECTION SHOREWOOD DR,NO ERROR,1313.481262210000100,208414.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,89541,185890,2101.671137063598100 +155,1,145,1,5171,5075,003P105192,0.136000000000000,4400.000000000000000,North Bound,On P1 RAMP (SR 3 NB TO FINN HILL RD) After LEFT INTERSECTION SR 3 NB,NO ERROR,4611.896072390000000,223958.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185915,185960,1889.627556084483300 +156,1,251,1,5172,5074,003P105241,0.296000000000000,11000.000000000000000,North Bound,On P1 RAMP (SR 3 NB TO SR 305) After LEFT INTERSECTION SR 3 NB,NO ERROR,13263.306274400000000,216640.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185917,53198,1956.257253509967500 +157,1,147,2,5173,5136,003Q105328,0.102000000000000,4600.000000000000000,North Bound,On Q1 RAMP (SR 305 TO SR 3 NB) After BOTHWAYS INTERSECTION SR 305,NO ERROR,5033.197250369999900,216664.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,53198,185919,2815.913068427399100 +158,1,214,1,5177,6111,016Q102705,0.078000000000000,6800.000000000000000,North Bound,On Q1 RAMP (TREMONT RD TO SR 16 NB) After BOTHWAYS INTERSECTION LX02669-TREMONT RD,NO ERROR,6301.587921139999700,208355.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,104022,185975,1751.753400678414000 +159,1,213,1,5178,6119,016P102641,0.232000000000000,3200.000000000000000,North Bound,On P1 RAMP (SR 16 NB TO TREMONT RD) After LEFT INTERSECTION SR 16 NB,NO ERROR,3212.069549559999800,208353.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185978,104022,1419.818893117265800 +160,1,216,1,5179,6148,016S102615,0.120000000000000,3000.000000000000000,South Bound,On S1 RAMP (CLIFTON RD TO SR 16 SB) After BOTHWAYS INTERSECTION LX02669-CLIFTON RD,NO ERROR,2357.038391109999800,208667.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,104078,185977,2947.872674567392600 +161,1,210,1,5180,6112,016Q102565,0.096000000000000,6900.000000000000000,North Bound,On Q1 RAMP (SR 160 TO SR 16 NB) After BOTHWAYS INTERSECTION SR 160,NO ERROR,5360.236480710000300,208058.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,107651,185979,2664.610815745149000 +162,1,211,1,5181,6100,016R102543,0.272000000000000,6800.000000000000000,South Bound,On R1 RAMP (SR 16 SB TO SEDGWICK RD) After LEFT INTERSECTION SR 16 SB,NO ERROR,4955.424957279999900,208637.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185980,107894,1505.503893795266100 +163,1,209,1,5182,6058,016P102485,0.248000000000000,5600.000000000000000,North Bound,On P1 RAMP (SR 16 NB TO SR 160) After LEFT INTERSECTION SR 16 NB,NO ERROR,4006.855682370000100,208056.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185981,107651,1616.884851095317100 +164,1,212,1,5183,6149,016S102468,0.088000000000000,5100.000000000000000,South Bound,On S1 RAMP (SEDGWICK RD TO SR 16 SB) After BOTHWAYS INTERSECTION LX02514-SEDGWICK RD,NO ERROR,4691.643096920000100,208635.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,107894,185982,2420.130819117096100 +165,1,206,1,5184,6113,016Q102308,0.094000000000000,2900.000000000000000,North Bound,On Q1 RAMP (MULLENIX RD TO SR 16 NB) After BOTHWAYS INTERSECTION LX02261-MULLENIX RD,NO ERROR,3395.761459350000200,216676.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,113283,185984,2452.666372264455700 +166,1,207,1,5185,6101,016R102295,0.256000000000000,2500.000000000000000,South Bound,On R1 RAMP (SR 16 SB TO MULLENIX RD) After LEFT INTERSECTION SR 16 SB,NO ERROR,3406.809036250000200,208617.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185983,113279,1737.011180995784100 +167,1,544,1,5194,4850,525,3.060000000000000,39000.000000000000000,Bothways,"After Milepost 3.05 A: RIGHT WYE CONNECTION LINCOLN WAY, LEFT MISCELLANEOUS FEATURE BUS PULLOUT",NO ERROR,51612.382080099997000,215278.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,31802,32407,1553.790897120843100 +168,1,541,1,5195,4853,525,1.270000000000000,51000.000000000000000,Bothways,After Milepost 1.26 A: RIGHT ON RAMP ALDERWOOD MALL PKWY,NO ERROR,75629.769042999993000,224165.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,186087,36857,696.021885693739820 +169,1,543,1,5196,4851,525,3.000000000000000,42000.000000000000000,Bothways,After Milepost 2.99 A: LEFT OFF RAMP SR 99 SB,NO ERROR,69333.381469700005000,224158.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,32407,186083,288.795974382353390 +170,1,62,2,5207,457,005,202.110000000000010,118000.000000000000000,Bothways,Before Milepost 202.06 A: LEFT ON RAMP 116TH ST NE,NO ERROR,80695.006835900000000,8406.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,13476,14718,6924.957786542981900 +171,1,144,2,5214,840,003,51.759999999999998,38000.000000000000000,Bothways,Before Milepost 51.82 A: LEFT ON RAMP FINN HILL RD,NO ERROR,47671.155639600001000,223833.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185913,185915,15519.818179865815000 +172,1,192,1,5215,858,003,46.200000000000003,49000.000000000000000,Bothways,After Milepost 46.24 A: RIGHT ON RAMP SR 303,NO ERROR,54756.414428700002000,223836.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185907,185908,2053.540160040080100 +173,1,189,2,5216,638,003,44.280000000000001,43000.000000000000000,Bothways,At Milepost 44.33 A: PTR LOCATION R050,NO ERROR,50981.076049800002000,223840.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185900,185902,6738.238221642102000 +174,1,144,2,5218,840,003,51.759999999999998,38000.000000000000000,Bothways,Before Milepost 51.82 A: LEFT ON RAMP FINN HILL RD,NO ERROR,47671.155639600001000,223856.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185840,185844,16049.512045857999000 +175,1,189,2,5219,638,003,44.280000000000001,43000.000000000000000,Bothways,At Milepost 44.33 A: PTR LOCATION R050,NO ERROR,50981.076049800002000,223862.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185855,185857,7319.806026479929600 +176,1,146,1,5221,918,003,52.350000000000001,29000.000000000000000,Bothways,Before Milepost 52.41 A: RIGHT OFF RAMP SR 305,NO ERROR,36081.232910200000000,223882.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185842,185840,4067.272183416367200 +177,1,218,1,5233,5126,003S103607,0.098000000000000,14000.000000000000000,South Bound,On S1 RAMP (SR 3 OXING TO SR 3 SB) After INCREASING MISCELLANEOUS FEATURE SR 3 0XING WPS,NO ERROR,12676.224243200000000,7706.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,98375,185876,3271.820383677173100 +178,1,182,1,5236,471,003,36.030000000000001,69000.000000000000000,Bothways,Before Milepost 36.07 A: LEFT ON RAMP SR 304,NO ERROR,73275.520507800000000,223817.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185878,185879,7530.559578306511900 +179,1,1,2,5238,795,003,42.869999999999997,54000.000000000000000,Bothways,Before Milepost 42.93 A: LEFT ON RAMP NEWBERRY HILL RD,NO ERROR,53987.179565400002000,223820.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185896,185898,7927.868328388126400 +180,1,1,2,5240,795,003,42.869999999999997,54000.000000000000000,Bothways,Before Milepost 42.93 A: LEFT ON RAMP NEWBERRY HILL RD,NO ERROR,53987.179565400002000,223866.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185859,185861,8397.513949860198400 +181,1,183,1,5244,508,003,36.810000000000002,45000.000000000000000,Bothways,Before Milepost 36.87 A: LEFT ON RAMP W WERNER RD,NO ERROR,50944.410034200002000,223891.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185873,185876,4178.113359499047900 +182,1,526,1,5277,6061,016P101540,0.296000000000000,11000.000000000000000,North Bound,On P1 RAMP (SR 16 WB TO SR 302) After LEFT INTERSECTION SR 16 WB,NO ERROR,6686.063049319999700,147826.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,128729,127442,2685.132035432404300 +183,1,496,2,5280,4876,705,0.480000000000000,71000.000000000000000,Bothways,Before Milepost 0.49 A: RIGHT OFF RAMP SR 509,NO ERROR,95279.719238299993000,7816.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,152015,151736,624.665285590244590 +184,1,411,2,5355,4478,522,16.609999999999999,27000.000000000000000,Bothways,"After Milepost 16.60 A: RIGHT INTERSECTION PARADISE LAKE RD, CENTER INTERSECTION MEDIAN XROAD, LEFT INTERSECTION SR 524",NO ERROR,48258.142700199998000,224085.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,186016,186018,558.639579157218800 +185,1,411,2,5356,4478,522,16.609999999999999,27000.000000000000000,Bothways,"After Milepost 16.60 A: RIGHT INTERSECTION PARADISE LAKE RD, CENTER INTERSECTION MEDIAN XROAD, LEFT INTERSECTION SR 524",NO ERROR,48258.142700199998000,224086.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,186019,186017,556.288136419552300 +186,1,245,1,5365,5077,003P104796,0.192000000000000,4800.000000000000000,North Bound,On P1 RAMP (SR 3 NB TO SR 308) After LEFT INTERSECTION SR 3 NB,NO ERROR,5417.059600829999900,223955.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185911,185958,1354.647736595505600 +187,1,468,1,5402,6151,018Q101204,0.116000000000000,4000.000000000000000,North Bound,On Q1 RAMP (SR 516 TO SR 18 EB) After BOTHWAYS INTERSECTION SR 516,NO ERROR,6522.257507319999600,219434.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,131555,186148,1271.774381516764600 +188,1,12,1,5442,7448,705P100049,0.168000000000000,11000.000000000000000,North Bound,On P1 RAMP (SR 705 NB TO 21ST ST) After LEFT INTERSECTION SR 705 NB,NO ERROR,13404.114746100000000,7861.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,151736,151220,1166.910662483613800 +189,1,281,1,5517,6790,099S103179,0.016000000000000,14000.000000000000000,South Bound,On S1 RAMP (ELLIOTT AVE TO SR 99 SB) After BOTHWAYS INTERSECTION ELLIOTT AVE,NO ERROR,19141.113037100000000,5980.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,84746,85009,556.445875787029190 +190,1,325,1,5602,4788,527,6.640000000000000,25000.000000000000000,Bothways,"After Milepost 6.63 A: RIGHT WYE CONNECTION MILL CREEK RD, LEFT WYE CONNECTION 164TH ST SE",NO ERROR,20860.093872099998000,218090.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,37090,36918,306.894970726801890 +191,1,148,2,5607,5114,003S505257,0.132000000000000,11000.000000000000000,South Bound,On S5 RAMP (SR 305 TO SR 3 SB) After LEFT INTERSECTION LX05275,NO ERROR,10356.423645000001000,103406.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185411,52613,1174.001879799674000 +192,1,149,1,5609,5127,003R105321,0.344000000000000,4500.000000000000000,South Bound,On R1 RAMP (SR 3 SB TO OLY COLLEGE W) After LEFT INTERSECTION SR 3 SB,NO ERROR,4608.108840939999900,216697.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185838,184307,2387.633350060908000 +193,1,175,1,5633,450,016,17.870000000000001,41000.000000000000000,Bothways,"At Milepost 20.10 A: BEGIN INCREASING BRIDGE SE BURLEY-OLALLA RD, BEGIN DECREASING BRIDGE SE BURLEY-OLALLA RD",NO ERROR,57468.058654799999000,219864.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,183487,185991,1700.294876792290300 +194,1,175,1,5634,450,016,17.870000000000001,41000.000000000000000,Bothways,"At Milepost 20.10 A: BEGIN INCREASING BRIDGE SE BURLEY-OLALLA RD, BEGIN DECREASING BRIDGE SE BURLEY-OLALLA RD",NO ERROR,57468.058654799999000,219863.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185992,118625,1717.795907210811000 +195,1,192,1,5649,858,003,46.200000000000003,49000.000000000000000,Bothways,After Milepost 46.24 A: RIGHT ON RAMP SR 303,NO ERROR,54756.414428700002000,223851.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185850,186903,1858.638295110698000 +196,1,474,1,5657,6182,018Q101609,0.090000000000000,3300.000000000000000,North Bound,On Q1 RAMP (SE 231ST ST TO SR 18 EB) After RIGHT WYE CONNECTION SE 231ST ST,NO ERROR,4817.909790040000200,201833.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,124758,124257,1185.366735354496300 +197,1,473,1,5694,6166,018R101609,0.368000000000000,3600.000000000000000,South Bound,On R1 RAMP (SR 18 WB TO SE 231ST ST) After LEFT INTERSECTION SR 18 WB,NO ERROR,4691.182464599999500,8707.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,124326,186921,1627.931653830200700 +198,1,472,1,5697,6152,018S101515,0.104000000000000,6200.000000000000000,South Bound,On S1 RAMP (SE 231ST ST TO SR 18 WB) After RIGHT WYE CONNECTION LX01569,NO ERROR,10966.584533699999000,218942.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,186921,125344,1178.114263733395100 +199,1,131,1,6642,2864,104,24.090000000000000,7400.000000000000000,Bothways,"Before Milepost 24.23 A: LEFT INTERSECTION SR 104 COKNGSTN (COUPLT), LEFT INTERSECTION ILLINOIS AVE NE, DECREASING MISCELLANEOUS FEATURE COUPLET - COKNGSTN",NO ERROR,4438.021213529999800,108066.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,45615,45356,460.791418112331940 +200,1,607,1,8270,1731,099,26.530000000000001,67000.000000000000000,Bothways,After Milepost 32.78 A: RIGHT OFF RAMP MERCER ST,NO ERROR,75232.762451200004000,5864.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,81965,81858,166.524695157074260 +201,1,677,1,9580,2932,167,13.109999999999999,91000.000000000000000,Bothways,Before Milepost 11.84 A: LEFT ON RAMP ELLINGSON RD,NO ERROR,96279.854492200000000,7590.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,146526,147625,2426.754057027892500 +202,1,96,1,9912,4482,512,11.539999999999999,84000.000000000000000,Bothways,Before Milepost 11.55 A: LEFT ON RAMP SR 167,NO ERROR,89968.351074200007000,7941.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,160550,159230,2514.327076709268100 +203,1,96,1,9913,4482,512,11.539999999999999,84000.000000000000000,Bothways,Before Milepost 11.55 A: LEFT ON RAMP SR 167,NO ERROR,89968.351074200007000,7943.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,159306,160622,2435.132500098182800 +204,1,466,1,9959,6183,018S101091,0.096000000000000,10000.000000000000000,South Bound,On S1 RAMP (SR 516 TO SR 18 WB) After BOTHWAYS INTERSECTION SR 516,NO ERROR,15913.898071300000000,207124.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,131550,131971,1142.834765370255400 +205,1,452,1,9979,6457,090Q103497,0.054000000000000,1000.000000000000000,East Bound,On Q1 RAMP (468TH AVE SE TO SR 90 EB) After BOTHWAYS INTERSECTION LX03467-468TH AVE SE,NO ERROR,260.348886489999980,70628.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,115799,115821,1051.627313365559500 +206,1,479,1,10002,727,018,21.280000000000001,22000.000000000000000,Bothways,After Milepost 20.77 A: LEFT OFF RAMP ISSAQUAH HOBART RD,NO ERROR,26408.091903699999000,221704.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,198213,119185,1328.930731601427600 +207,1,477,2,10004,96,018,19.079999999999998,26000.000000000000000,Bothways,After Milepost 18.57 A: RIGHT ON RAMP 244TH AVE SE,NO ERROR,32391.954956099999000,74133.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,119506,198214,8976.933048191915100 +208,1,555,1,10155,185,003,27.520000000000000,17000.000000000000000,Bothways,Before Milepost 27.56 A: LEFT WYE CONNECTION NE PENINSULA PL,NO ERROR,17442.061401399998000,4331.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,3749,112966,5019.823770554636200 +209,1,481,1,10218,3210,169,11.449999999999999,18000.000000000000000,Bothways,"After Milepost 11.44 A: RIGHT INTERSECTION KENT KANGLEY RD, LEFT INTERSECTION SR 516",NO ERROR,18034.980663300001000,248147.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,131095,3898,706.503530660066300 +210,1,280,1,10268,6751,099P103180,0.112000000000000,14000.000000000000000,North Bound,On P1 RAMP (SR 99 NB TO WESTERN AVE) After LEFT INTERSECTION SR 99 NB,NO ERROR,20036.196533200000000,42903.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,84747,84546,439.196005084262770 +211,1,274,1,10322,2090,099,32.049999999999997,33000.000000000000000,Bothways,"Before Milepost 38.32 A: LEFT INTERSECTION N 102ND ST, BOTHWAYS UNDERCROSSING PED XING",NO ERROR,27666.784515399999000,22344.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,64023,64139,264.195406411870690 +212,1,405,1,10354,7422,522S102251,0.140000000000000,5700.000000000000000,West Bound,On S1 RAMP (164TH ST TO SR 522 WB) After RIGHT WYE CONNECTION 164TH ST,NO ERROR,7976.715026859999900,219251.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,37699,38227,1423.042081855276600 +213,1,391,1,10368,33,002,1.000000000000000,73000.000000000000000,Bothways,Before Milepost 0.88 A: LEFT CENTER ON RAMP EBEY ISLAND,NO ERROR,83440.897949200007000,221379.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,21664,184339,1008.403742242984100 +214,1,475,1,10680,738,018,16.629999999999999,28000.000000000000000,Bothways,"After Milepost 16.09 A: RIGHT ON RAMP SE 231ST ST, LEFT OFF RAMP SE 231ST ST",NO ERROR,36580.508300800000000,8706.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,124257,122655,4674.870482253591900 +215,1,475,1,10681,738,018,16.629999999999999,28000.000000000000000,Bothways,"After Milepost 16.09 A: RIGHT ON RAMP SE 231ST ST, LEFT OFF RAMP SE 231ST ST",NO ERROR,36580.508300800000000,220337.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,183894,124326,4796.464042966967100 +216,1,94,1,10718,4400,512,7.770000000000000,80000.000000000000000,Bothways,Before Milepost 7.78 A: LEFT ON RAMP 94TH AVE E,NO ERROR,90281.350097699993000,7724.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,166913,166983,3957.349461687271700 +217,1,95,1,10719,4504,512,9.350000000000000,86000.000000000000000,Bothways,After Milepost 9.34 A: RIGHT ON RAMP SR 161,NO ERROR,87812.681152300007000,7748.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,163340,165069,3170.133076527040400 +218,1,676,1,10722,6897,167R101098,0.216000000000000,5800.000000000000000,South Bound,On R1 RAMP (SR 167 SB TO 8TH ST E) After LEFT INTERSECTION SR 167 SB,NO ERROR,5380.392761230000400,209629.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,149580,150346,1503.472064348670800 +219,1,673,1,10726,6846,167Q101115,0.108000000000000,7000.000000000000000,North Bound,On Q1 RAMP (8TH ST E TO SR 167 NB) After RIGHT WYE CONNECTION LX01066,NO ERROR,5750.050109859999800,217031.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,150440,149257,2373.820526826630600 +220,1,432,1,10750,6355,090P102537,0.216000000000000,9500.000000000000000,East Bound,On P1 RAMP (SR 90 EB TO SR 18) After LEFT INTERSECTION SR 90 EB,NO ERROR,13207.348510700000000,8691.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,108319,108230,1313.057648681196700 +221,1,435,1,10753,6559,090R102597,0.216000000000000,8800.000000000000000,West Bound,On R1 RAMP (SR 90 WB TO ECHO GLEN RD) After LEFT INTERSECTION SR 90 WB,NO ERROR,7407.639038090000200,216170.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,107989,107945,912.054381647169070 +222,1,75,1,10847,729,005,198.949999999999990,141000.000000000000000,Bothways,Before Milepost 198.90 A: RIGHT OFF RAMP SR 528,NO ERROR,116496.633300999990000,8310.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,17278,17228,380.446289589633980 +223,1,279,1,10858,6741,099Q103203,0.012000000000000,2800.000000000000000,North Bound,On Q1 RAMP (BELL ST TO SR 99 NB) After BOTHWAYS INTERSECTION WESTERN AVE-BELL ST,NO ERROR,7452.680969240000200,5948.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,84546,84260,477.830447220462300 +224,1,608,1,10861,2339,099,23.609999999999999,73000.000000000000000,Bothways,"Before Milepost 29.88 A: LEFT INTERSECTION SR 99 COVIADCT (COUPLET), DECREASING MISCELLANEOUS FEATURE COUPLET - COVIADCT",NO ERROR,103648.875244000000000,6250.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,89862,91400,2275.031040189006500 +225,1,608,1,10862,2339,099,23.609999999999999,73000.000000000000000,Bothways,"Before Milepost 29.88 A: LEFT INTERSECTION SR 99 COVIADCT (COUPLET), DECREASING MISCELLANEOUS FEATURE COUPLET - COVIADCT",NO ERROR,103648.875244000000000,6251.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,91402,89865,2275.309627934239000 +226,1,448,2,10874,2647,090,31.949999999999999,34000.000000000000000,Bothways,At Milepost 33.56 A: PTR LOCATION R039,NO ERROR,18653.401367200000000,7209.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,114189,115398,8792.354725882065400 +227,1,90,1,10875,182,005,123.120000000000000,135000.000000000000000,Bothways,After Milepost 123.05 A: RIGHT ON RAMP BERKELEY ST,NO ERROR,60582.074218800000000,9281.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,172213,171811,2068.701510140149400 +228,1,20,2,10895,556,005,214.650000000000010,56000.000000000000000,Bothways,Before Milepost 214.61 A: LEFT ON RAMP 300TH ST NW,NO ERROR,54830.473632800000000,8274.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,6822,5275,10908.294474468714000 +229,1,270,1,10924,2513,099,36.969999999999999,30000.000000000000000,Bothways,Before Milepost 43.24 A: BOTHWAYS INTERSECTION N 200TH ST,NO ERROR,23503.847747799999000,9970.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,51023,51206,339.540761074062690 +230,1,275,1,11121,2503,099,31.190000000000001,36000.000000000000000,Bothways,Before Milepost 37.46 A: BOTHWAYS INTERSECTION N 85TH ST,NO ERROR,32289.123046900000000,24885.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,66542,66405,265.035870602524940 +231,1,10,1,11840,4,515,7.750000000000000,11000.000000000000000,South Bound,After Milepost 7.70 A: BOTHWAYS INTERSECTION SR 900 E BND,NO ERROR,2534.911087040000000,67302.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,112146,112453,561.362279098620430 +232,1,599,1,12036,1955,099,6.400000000000000,29000.000000000000000,Bothways,After Milepost 10.04 A: RIGHT INTERSECTION S 318TH PL,NO ERROR,21076.866966199999000,90032.000000000000000,2.000000000000000,194886.000000000000000,195288.000000000000000,138129,137601,1094.733688332225700 +233,1,197,1,12157,3656,304,1.640000000000000,27000.000000000000000,Bothways,Before Milepost 1.66 A: RIGHT WYE CONNECTION SR 304,NO ERROR,19043.442504899998000,107597.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,94876,94413,657.473164039052340 +234,1,643,1,12267,3007,162,15.350000000000000,4300.000000000000000,Bothways,After Milepost 17.75 A: LEFT INTERSECTION S PRAIRIE RD E,NO ERROR,8437.535659790000900,123030.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,170628,170457,1169.868357422207100 +235,1,580,1,12325,513,007,57.000000000000000,22000.000000000000000,Bothways,"Before Milepost 57.03 A: LEFT INTERSECTION PACIFIC AVE, LEFT INTERSECTION S 38TH ST",NO ERROR,22097.810180699998000,134191.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,154780,154467,807.369206214236780 +236,1,315,1,12775,4798,527,2.360000000000000,21000.000000000000000,Bothways,Before Milepost 2.37 A: LEFT WYE CONNECTION 228TH ST SE,NO ERROR,23006.255432099999000,189227.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,48333,48086,626.004172235757660 +237,1,388,1,12793,973,009,19.250000000000000,17000.000000000000000,Bothways,Before Milepost 19.26 A: LEFT INTERSECTION SR 528,NO ERROR,32556.636291499999000,192862.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,16882,17175,1258.789473729754500 +238,1,256,1,12807,4696,532,9.810000000000001,17000.000000000000000,Bothways,"After Milepost 9.80 A: RIGHT WYE CONNECTION E SUNDAY LAKE RD, LEFT WYE CONNECTION 12TH AVE NW",NO ERROR,12722.130065900001000,193063.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,6910,6911,845.821763872482280 +239,1,67,1,12811,7583,005LX20078,0.055000000000000,27000.000000000000000,Bothways,"On LX RAMP (88TH ST NE) After RIGHT OFF RAMP S120018, LEFT ON RAMP R120107",NO ERROR,27806.516357400000000,193142.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,14920,14922,127.934656244811620 +240,1,369,2,12837,2217,092,0.190000000000000,17000.000000000000000,Bothways,After Milepost 0.18 A: RIGHT INTERSECTION LAKE DR,NO ERROR,18729.888000499999000,196799.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,18168,18184,974.032801433688410 +241,1,535,1,12885,3674,303,1.220000000000000,42000.000000000000000,Bothways,At Milepost 1.06 A: END BOTHWAYS BRIDGE PORT WASHINGTON NARROWS,NO ERROR,25997.791015600000000,201293.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,89367,89739,650.362717500269010 +242,1,370,1,12896,1981,092,1.740000000000000,14000.000000000000000,Bothways,"After Milepost 1.73 A: RIGHT INTERSECTION GRADE RD, LEFT INTERSECTION CALLOW RD",NO ERROR,14647.362793000000000,201572.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,18089,18101,1427.481893212015200 +243,1,336,1,13119,3432,202,7.350000000000000,24000.000000000000000,Bothways,"After Milepost 7.34 A: BOTHWAYS INTERSECTION AVONDALE WAY, DECREASING MISCELLANEOUS FEATURE COUPLET - COREDMND",NO ERROR,13724.664947499999000,203085.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,71007,71228,700.053545747374760 +244,1,119,2,13305,364,007,51.180000000000000,38000.000000000000000,Bothways,After Milepost 51.19 A: BOTHWAYS INTERSECTION 131ST ST S,NO ERROR,22551.889526399998000,210638.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,170189,170035,367.805568778186800 +245,1,647,1,13377,3002,163,0.700000000000000,21000.000000000000000,Bothways,"After Milepost 0.69 A: RIGHT INTERSECTION N 21ST ST, CENTER INTERSECTION MED XROAD, LEFT INTERSECTION WESTGATE BLVD",NO ERROR,17680.271789599999000,209889.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,146055,146679,1445.718136175309800 +246,1,556,1,13482,1387,003,28.649999999999999,17000.000000000000000,Bothways,At Milepost 28.68 A: PTR LOCATION R089,NO ERROR,17442.061401399998000,208124.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,111466,112966,4408.279323966748100 +247,1,156,1,13507,3638,305,7.160000000000000,21000.000000000000000,Bothways,"Before Milepost 7.19 A: RIGHT INTERSECTION SUQUAMISH WAY NE, LEFT INTERSECTION PVT RD",NO ERROR,21126.509216300001000,208326.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,61416,61445,326.599171455360140 +248,1,577,1,13743,183,007,52.490000000000002,44000.000000000000000,Bothways,"Before Milepost 52.52 A: RIGHT OFF RAMP SR 512, LEFT ON RAMP SR 512",NO ERROR,39016.894531300000000,210938.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,166783,167291,879.713970314313880 +249,1,254,1,13775,4700,532,8.199999999999999,17000.000000000000000,Bothways,Before Milepost 8.21 A: RIGHT WYE CONNECTION 36TH AVE NW,NO ERROR,9352.854248050000000,211779.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,7050,7000,4922.028531161398900 +250,1,255,1,13776,4697,532,9.289999999999999,17000.000000000000000,Bothways,Before Milepost 9.30 A: RIGHT INTERSECTION 19TH AVE NW,NO ERROR,12406.775939900001000,211782.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,6986,7028,2977.750441022171300 +251,1,358,1,13784,894,009,26.059999999999999,11000.000000000000000,Bothways,"After Milepost 26.05 A: RIGHT INTERSECTION 172ND ST NE, LEFT INTERSECTION SR 531-172ND ST NE",NO ERROR,14455.948211700001000,211976.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,10676,10166,3061.416936057591600 +252,1,360,1,13807,698,009,28.750000000000000,11000.000000000000000,Bothways,At Milepost 28.75 A: PTR LOCATION P21,NO ERROR,10050.641052200001000,214716.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,8786,8836,403.900727333938730 +253,1,389,1,13811,1157,009,17.500000000000000,17000.000000000000000,Bothways,After Milepost 17.49 A: RIGHT INTERSECTION SR 92,NO ERROR,32734.905822799999000,212341.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,18196,17903,2343.340712608598600 +254,1,268,1,13881,2269,099,40.680000000000000,34000.000000000000000,Bothways,After Milepost 46.94 A: LEFT INTERSECTION 60TH AVE W,NO ERROR,25052.045105000001000,213730.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,41451,41559,243.285849580008370 +255,1,318,1,13941,4795,527,2.760000000000000,50000.000000000000000,Bothways,"After Milepost 2.75 A: RIGHT WYE CONNECTION ON RAMP, LEFT OFF RAMP SR 405 NB",NO ERROR,58538.596679700000000,214876.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,46676,47150,1021.549346667685900 +256,1,545,1,13946,4848,525,3.740000000000000,41000.000000000000000,Bothways,After Milepost 3.56 A: BOTHWAYS INTERSECTION BEVERLY PARK RD,NO ERROR,43282.351318399997000,215033.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,31177,30993,659.692512473712100 +257,1,76,1,14064,4774,528,0.060000000000000,39000.000000000000000,Bothways,"After Milepost 0.05 A: RIGHT ON RAMP SR 5, LEFT OFF RAMP SR 5",NO ERROR,29693.827819800001000,218153.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,16947,16946,249.155640707743830 +258,1,436,1,14205,2526,090,24.890000000000001,55000.000000000000000,Bothways,Before Milepost 26.83 A: LEFT ON RAMP WINERY RD,NO ERROR,43651.009887699998000,6881.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,108061,107612,7032.964798597530700 +259,1,414,1,14210,701,009,0.120000000000000,29000.000000000000000,Bothways,After Milepost 0.11 A: LEFT WYE CONNECTION SR 522 OFF RAMP,NO ERROR,33472.022949200000000,219875.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,49347,49647,610.781471580876200 +260,1,429,1,14259,6560,090R102276,0.184000000000000,2500.000000000000000,West Bound,On R1 RAMP (SR 90 WB TO SE 82ND ST) After LEFT INTERSECTION SR 90 WB,NO ERROR,3818.659667970000100,6824.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,105189,104883,599.416470077405170 +261,1,69,1,14267,5346,005P120025,0.424000000000000,13000.000000000000000,North Bound,On P1 RAMP (SR 5 NB TO 88TH ST NE) After LEFT INTERSECTION SR 5 NB,NO ERROR,13426.981628400001000,9410.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,15188,14924,1086.980888551097900 +262,1,65,1,14268,5548,005Q120119,0.082000000000000,5400.000000000000000,North Bound,"On Q1 RAMP (88TH ST NE TO SR 5 NB) After RIGHT INTERSECTION 88TH ST NE, LEFT INTERSECTION LX20078",NO ERROR,4673.685516360000300,9412.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,14924,14733,1086.524061344639400 +263,1,613,1,14285,6755,099P102466,0.080000000000000,2600.000000000000000,North Bound,On P1 RAMP (CI02453 TO 14TH AVE S) After LEFT INTERSECTION CI02453-NBCD LANE,NO ERROR,2513.474761959999800,60948.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,105620,105443,515.642642313816850 +264,1,447,1,14308,6642,090S103208,0.096000000000000,5500.000000000000000,West Bound,On S1 RAMP (436TH AVE SE TO SR 90 WB) After BOTHWAYS INTERSECTION LX03256-436TH AVE SE,NO ERROR,6154.214324950000400,206339.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,114038,114117,590.753235832241560 +265,1,60,1,14313,5759,005R120273,0.208000000000000,5600.000000000000000,South Bound,On R1 RAMP (SR 5 SB TO 116TH ST NE) After LEFT INTERSECTION SR 5 SB,NO ERROR,6400.937591550000400,214657.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,13257,13346,660.615337240720690 +266,1,581,1,14324,5097,002S100475,0.066000000000000,4500.000000000000000,West Bound,On S1 RAMP (SR 9 TO SR 2 WB) After BOTHWAYS INTERSECTION SR 9,NO ERROR,9509.132141109999800,214789.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,23701,23762,1136.195197624250800 +267,1,15,1,14325,5754,005R121534,0.216000000000000,630.000000000000000,South Bound,On R1 RAMP (SR 5 SB TO 300TH ST NW) After LEFT INTERSECTION SR 5 SB,NO ERROR,6746.994781489999700,214873.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,4994,5159,1054.486576036014000 +268,1,407,1,14332,7428,522R102353,0.344000000000000,1300.000000000000000,West Bound,On R1 RAMP (SR 522 WB TO 164TH ST) After LEFT INTERSECTION SR 522 WB,NO ERROR,628.523424148999990,219358.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,37518,37612,716.303667310367930 +269,1,31,1,14336,5756,005R121059,0.208000000000000,890.000000000000000,South Bound,On R1 RAMP (SR 5 SB TO 236TH ST NE) After LEFT INTERSECTION SR 5 SB,NO ERROR,1890.269454960000100,218147.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,7784,7870,808.280360767418870 +270,1,19,1,14359,5897,005S121461,0.092000000000000,1500.000000000000000,South Bound,On S1 RAMP (300TH ST NW TO SR 5 SB) After BOTHWAYS INTERSECTION LX21504-300TH ST NW,NO ERROR,2668.202468869999800,214875.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,5159,5304,1052.591742824157300 +271,1,83,1,14463,5905,005S119456,0.074000000000000,9800.000000000000000,South Bound,On S1 RAMP (GRAND AVE TO SR 5 SB) After RIGHT WYE CONNECTION GRAND AVE,NO ERROR,14164.301025400000000,219343.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,20463,20592,542.317714841567640 +272,1,73,1,14468,5549,005Q119958,0.090000000000000,7600.000000000000000,North Bound,On Q1 RAMP (SR 528 TO SR 5 NB) After BOTHWAYS INTERSECTION SR 528,NO ERROR,5913.241363529999900,219375.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,16918,16703,883.036717076909210 +273,1,64,1,14470,5760,005R120107,0.240000000000000,5700.000000000000000,South Bound,On R1 RAMP (SR 5 SB TO 88TH ST NE) After LEFT INTERSECTION SR 5 SB,NO ERROR,4773.547912600000000,193143.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,14718,14920,1127.141804700251200 +274,1,57,1,14471,5345,005P120218,0.232000000000000,12000.000000000000000,North Bound,On P1 RAMP (SR 5 NB TO 116TH ST NE) After LEFT INTERSECTION SR 5 NB,NO ERROR,10116.594177200001000,218185.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,13474,13359,869.829569102996860 +275,1,678,1,14483,6857,167P101198,0.232000000000000,4300.000000000000000,North Bound,On P1 RAMP (SR 167 NB TO ELINGSON RD) After LEFT INTERSECTION SR 167 NB,NO ERROR,5638.770782470000100,216527.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,146642,146338,743.238946121886900 +276,1,679,1,14484,6884,167S101184,0.088000000000000,5000.000000000000000,South Bound,On S1 RAMP (ELINGSON RD TO SR 167 SB) After BOTHWAYS INTERSECTION LX01226-ELLINGSON RD,NO ERROR,4342.153472900000500,216522.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,146292,146526,505.465922637662400 +277,1,675,1,14485,6885,167S101024,0.090000000000000,4000.000000000000000,South Bound,On S1 RAMP (8TH ST E TO SR 167 SB) After BOTHWAYS INTERSECTION LX01066-8TH ST E,NO ERROR,4498.447326659999800,209630.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,150346,151266,1973.519221225309800 +278,1,674,1,14486,6858,167P101039,0.200000000000000,3600.000000000000000,North Bound,On P1 RAMP (SR 167 NB TO 8TH ST E) After LEFT INTERSECTION SR 167 NB,NO ERROR,3531.648620609999900,217032.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,151077,150440,1391.685650010106200 +279,1,451,1,14509,6351,090P103433,0.304000000000000,2400.000000000000000,East Bound,On P1 RAMP (SR 90 EB TO 468TH AVE SE) After LEFT INTERSECTION SR 90 EB,NO ERROR,1252.127555849999900,70631.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,115398,115799,1512.618481445587100 +280,1,446,1,14510,6352,090P103224,0.256000000000000,5200.000000000000000,East Bound,On P1 RAMP (SR 90 EB TO 436TH AVE SE) After LEFT INTERSECTION SR 90 EB,NO ERROR,6048.611572269999700,206365.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,114182,114279,569.452400107527410 +281,1,445,1,14511,6458,090Q103304,0.096000000000000,550.000000000000000,East Bound,On Q1 RAMP (436TH AVE SE TO SR 90 EB) After BOTHWAYS INTERSECTION LX03256-436TH AVE SE,NO ERROR,1440.228324890000100,206363.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,114279,114189,1022.341877954688100 +282,1,439,1,14512,6353,090P103024,0.264000000000000,6800.000000000000000,East Bound,On P1 RAMP (SR 90 EB TO BENDIGO BLVD) After LEFT INTERSECTION SR 90 EB,NO ERROR,9121.182861330000400,66893.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,111435,111705,647.157827293783730 +283,1,440,1,14513,6459,090Q103100,0.084000000000000,4200.000000000000000,East Bound,On Q1 RAMP (BENDIGO BLVD TO SR 90 EB) After BOTHWAYS ROUNDABOUT LX03056,NO ERROR,3826.699783330000200,66891.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,111705,111887,687.568933022229090 +284,1,434,1,14515,6460,090Q102621,0.302000000000000,8900.000000000000000,East Bound,On Q1 RAMP (SR 18 TO SR 90 EB) After LEFT ON RAMP Q202621,NO ERROR,7394.978759769999700,63750.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,108212,108061,804.067625697622470 +285,1,427,1,14516,6356,090P102222,0.232000000000000,6100.000000000000000,East Bound,On P1 RAMP (SR 90 EB TO SE 82ND ST) After LEFT INTERSECTION SR 90 EB,NO ERROR,10731.601989700001000,60520.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,104537,104990,786.309543026207390 +286,1,428,1,14517,6461,090Q102286,0.064000000000000,2500.000000000000000,East Bound,On Q1 RAMP (SE 82ND ST TO SR 90 EB) After BOTHWAYS INTERSECTION LX02252-SE 82ND ST,NO ERROR,3739.693466190000000,60518.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,104990,105316,926.107251871371770 +287,1,467,1,14547,6130,018P101097,0.400000000000000,11000.000000000000000,North Bound,On P1 RAMP (SR 18 EB TO SR 516) After LEFT INTERSECTION SR 18 EB,NO ERROR,15656.577270500000000,219431.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,131998,131555,1579.472062519349300 +288,1,612,1,14578,6771,099R102499,0.280000000000000,1400.000000000000000,South Bound,On R1 RAMP (CD02512 TO 14TH AVE) After LEFT INTERSECTION CD02512-SBCD LANE,NO ERROR,1714.196189880000000,218859.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,105546,105631,334.147163075497420 +289,1,465,1,14591,6168,018R101179,0.320000000000000,3600.000000000000000,South Bound,On R1 RAMP (SR 18 WB TO SR 516) After LEFT INTERSECTION SR 18 WB,NO ERROR,7220.235595700000000,218948.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,131055,131550,1347.088870737959300 +290,1,23,1,14599,5755,005R121295,0.184000000000000,1100.000000000000000,South Bound,On R1 RAMP (SR 5 SB TO SR 532) After LEFT INTERSECTION SR 5 SB,NO ERROR,2820.107254030000100,8436.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,6817,6914,685.692279847349940 +291,1,329,1,14728,4783,527,8.840000000000000,17000.000000000000000,Bothways,Before Milepost 8.85 A: BOTHWAYS INTERSECTION SR 96-132ND ST SE,NO ERROR,15444.624282799999000,198944.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,31839,31961,1029.185481700371600 +292,1,162,1,14737,3643,305,0.950000000000000,11000.000000000000000,Bothways,Before Milepost 0.98 A: BOTHWAYS INTERSECTION HIGH SCHOOL RD,NO ERROR,6803.073379520000300,208625.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,79103,78196,1328.908553439449000 +293,1,62,2,14754,457,005,202.110000000000010,118000.000000000000000,Bothways,Before Milepost 202.06 A: LEFT ON RAMP 116TH ST NE,NO ERROR,80695.006835900000000,8432.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,14733,13474,7004.493750596711800 +294,1,28,2,14755,1278,005,212.300000000000010,74000.000000000000000,Bothways,Before Milepost 212.26 A: LEFT ON RAMP SR 532,NO ERROR,62226.372070300000000,8281.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,7744,7022,10574.903085294865000 +295,1,28,2,14756,1278,005,212.300000000000010,74000.000000000000000,Bothways,Before Milepost 212.26 A: LEFT ON RAMP SR 532,NO ERROR,62226.372070300000000,8282.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,7018,7784,10894.285399916022000 +296,1,262,1,14765,1772,099,46.030000000000001,33000.000000000000000,Bothways,After Milepost 52.29 A: LEFT WYE CONNECTION AIRPORT RD,NO ERROR,35177.863220200001000,176050.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,30439,30303,579.096688433961620 +297,1,327,1,14766,4786,527,8.359999999999999,28000.000000000000000,Bothways,"Before Milepost 8.37 A: RIGHT INTERSECTION 136TH ST SE, LEFT INTERSECTION DUMAS RD",NO ERROR,26609.315673800000000,177663.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,32391,32605,586.440017286399550 +298,1,356,1,14767,4751,529,7.540000000000000,14000.000000000000000,Bothways,At Milepost 6.35 A: END BOTHWAYS BRIDGE EBEY SLOUGH,NO ERROR,10354.522399900001000,193455.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,17331,17220,729.778345902984940 +299,1,547,1,14784,4846,525,5.670000000000000,36000.000000000000000,Bothways,Before Milepost 5.51 A: RIGHT WYE CONNECTION SR 525 SPPAINE (SPUR),NO ERROR,32600.627197300000000,215363.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,28223,28660,1548.668954849226600 +300,1,396,1,14792,23,002,3.970000000000000,26000.000000000000000,Bothways,Before Milepost 3.85 A: RIGHT WYE CONNECTION ON RAMP,NO ERROR,38290.801269500000000,8426.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,23203,22913,1943.970375361050600 +301,1,190,1,14801,3629,307,2.310000000000000,16000.000000000000000,Bothways,At Milepost 2.31 A: PTR LOCATION R096,NO ERROR,16193.266143800000000,109740.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,50649,51826,2643.110685545620500 +302,1,395,1,14811,25,002,3.660000000000000,31000.000000000000000,Bothways,Before Milepost 3.54 A: RIGHT OFF RAMP BICKFORD AVE (OLD SR 2),NO ERROR,41780.993042000002000,8425.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,22531,22913,2279.079904995485300 +303,1,537,1,14837,3672,303,2.120000000000000,35000.000000000000000,Bothways,"Before Milepost 1.97 A: RIGHT INTERSECTION SYLVAN WAY (OLD SR 306), LEFT INTERSECTION SYLVAN WAY",NO ERROR,22967.672058100001000,208427.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,87750,87172,1189.314388428198100 +304,1,530,1,14846,3620,310,0.060000000000000,32000.000000000000000,Bothways,"After Milepost 0.05 A: RIGHT WYE CONNECTION ON RAMP, LEFT WYE CONNECTION OFF RAMP",NO ERROR,19634.302002000000000,208287.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,92788,92794,390.652634145897820 +305,1,295,1,14887,2838,104,29.620000000000001,18000.000000000000000,Bothways,After Milepost 30.14 A: BOTHWAYS INTERSECTION 19TH AVE NE,NO ERROR,19178.899353000001000,201988.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,51077,51443,978.571820609765270 +306,1,305,1,14923,4342,522,7.220000000000000,38000.000000000000000,Bothways,After Milepost 7.21 A: BOTHWAYS INTERSECTION 68TH AVE NE,NO ERROR,25018.335712399999000,202099.000000000000000,2.000000000000000,195125.000000000000000,195298.000000000000000,54377,54170,1531.062832771278200 +307,1,622,1,14924,2834,104,31.609999999999999,19000.000000000000000,Bothways,"Before Milepost 32.15 A: RIGHT ENTRANCE/EXIT SHOPPING CENTER, LEFT INTERSECTION NE 175TH ST",NO ERROR,19573.979095499999000,202140.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,54751,54432,856.980799326421670 +308,1,322,1,14930,4791,527,5.490000000000000,31000.000000000000000,Bothways,Before Milepost 5.50 A: BOTHWAYS INTERSECTION 180TH ST SE,NO ERROR,33556.322570800003000,213634.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,39589,40115,1070.701948095861600 +309,1,606,1,14980,1542,099,30.180000000000000,41000.000000000000000,Bothways,Before Milepost 36.45 A: RIGHT INTERSECTION W GREEN LAKE WAY N,NO ERROR,39786.536621100000000,5559.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,69407,69224,351.719994631258710 +310,1,334,1,15240,3409,202COREDMND,0.300000000000000,15000.000000000000000,West Bound,Before Milepost 7.65 A: RIGHT INTERSECTION NE 79TH ST,NO ERROR,11014.579345700000000,29660.000000000000000,1.000000000000000,0.000000000000000,0.000000000000000,70574,70792,698.578293357077430 +311,1,340,1,15241,3428,202,10.240000000000000,29000.000000000000000,Bothways,"Before Milepost 10.27 A: RIGHT INTERSECTION SAHALEE WAY NE, LEFT INTERSECTION 208TH AVE NE",NO ERROR,38324.102172899999000,203455.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,74917,75019,2092.328866065617600 +312,1,338,1,15247,3430,202,7.950000000000000,53000.000000000000000,Bothways,After Milepost 7.94 A: LEFT OFF RAMP SR 520 WB,NO ERROR,61078.923583999996000,31031.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,72172,184647,803.718818609163240 +313,1,172,1,15345,792,016,9.470000000000001,69000.000000000000000,Bothways,Before Milepost 11.71 A: RIGHT OFF RAMP WOLLOCHET DR NW,NO ERROR,72980.384765600000000,8136.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,138574,136863,3753.245869477002500 +314,1,168,1,15346,649,016,5.020000000000000,79000.000000000000000,Bothways,After Milepost 5.01 A: LEFT OFF RAMP JACKSON AVE,NO ERROR,88775.151001000006000,8138.000000000000000,0.000000000000000,195023.000000000000000,195413.000000000000000,147812,183637,1887.092092297228400 +315,1,525,1,15378,722,016,13.140000000000001,63000.000000000000000,Bothways,After Milepost 15.36 A: RIGHT ON RAMP BURNHAM DR,NO ERROR,67963.726074200007000,210503.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,129358,128729,1234.251142061748200 +316,1,168,1,15380,649,016,5.020000000000000,79000.000000000000000,Bothways,After Milepost 5.01 A: LEFT OFF RAMP JACKSON AVE,NO ERROR,88775.151001000006000,219966.000000000000000,0.000000000000000,195092.000000000000000,195415.000000000000000,183636,147601,1281.366768704582700 +317,1,112,1,15456,3171,181,3.790000000000000,31000.000000000000000,Bothways,After Milepost 9.10 A: BOTHWAYS INTERSECTION S 190TH ST,NO ERROR,36032.333862300002000,73902.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,119222,119002,765.777755660751840 +318,1,108,1,15479,4439,516,10.869999999999999,29000.000000000000000,Bothways,"Before Milepost 10.61 A: RIGHT INTERSECTION 152ND AVE SE, LEFT INTERSECTION 152ND WAY SE",NO ERROR,33847.156982400003000,84692.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,131533,131527,462.760330540033240 +319,1,110,1,15503,4494,516,11.630000000000001,27000.000000000000000,Bothways,"Before Milepost 11.37 A: RIGHT ENTRANCE/EXIT BUSINESS PARK, LEFT INTERSECTION 164TH AVE SE",NO ERROR,30253.032836900002000,207121.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,131548,131549,575.000276943180320 +320,1,491,1,15527,3208,169,22.309999999999999,29000.000000000000000,Bothways,"Before Milepost 22.32 A: RIGHT INTERSECTION 149TH AVE SE, LEFT ENTRANCE/EXIT MOBILE HOME PARK",NO ERROR,38082.699951199997000,216282.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,114761,114737,232.039144872821820 +321,1,349,1,15538,5011,900,1.820000000000000,31000.000000000000000,Bothways,"After Milepost 7.74 A: LEFT WYE CONNECTION S 129TH ST, RIGHT MISCELLANEOUS FEATURE BUS PULLOUT",NO ERROR,31235.046081500001000,206009.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,111010,111431,1331.647833813980000 +322,1,494,1,15577,4891,705,1.490000000000000,38000.000000000000000,Bothways,"Before Milepost 1.50 A: LEFT MISCELLANEOUS FEATURE GORE (S100143), INCREASING MISCELLANEOUS FEATURE SHUSTER PARKWAY AHEAD, END ROUTE",NO ERROR,47690.042968800000000,7995.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,149305,148638,1400.377087425428700 +323,1,635,1,15588,3028,161,30.050000000000001,16000.000000000000000,Bothways,After Milepost 30.04 A: LEFT WYE CONNECTION VALLEY AVE E,NO ERROR,14382.277343800000000,118882.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,156874,157536,1223.497502575415200 +324,1,121,2,15634,837,007,49.380000000000003,38000.000000000000000,Bothways,After Milepost 49.39 A: RIGHT INTERSECTION 159TH ST S,NO ERROR,31477.021789599999000,210640.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,173127,173573,1328.640825792858300 +325,1,670,1,15647,2949,167,5.610000000000000,31000.000000000000000,Bothways,After Milepost 5.60 B: RIGHT INTERSECTION 9TH ST NW,NO ERROR,25377.541931200001000,209239.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,158637,158437,941.066652767600090 +326,1,128,1,15671,3034,161,25.270000000000000,45000.000000000000000,Bothways,After Milepost 25.26 A: LEFT WYE CONNECTION 39TH AVE SW,NO ERROR,31180.997680699998000,210815.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,167764,167416,658.093467041927620 +327,1,129,1,15685,3033,161,25.620000000000001,48000.000000000000000,Bothways,Before Milepost 25.63 A: RIGHT WYE CONNECTION MERIDIAN ST,NO ERROR,33909.656494100003000,216996.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,167071,166585,822.194350115595630 +328,1,672,1,15713,2936,167,11.430000000000000,86000.000000000000000,Bothways,After Milepost 10.14 A: RIGHT ON RAMP 24TH ST E,NO ERROR,93179.510253900007000,221559.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,183560,151077,3388.080664791660600 +329,1,481,1,15720,3210,169,11.449999999999999,18000.000000000000000,Bothways,"After Milepost 11.44 A: RIGHT INTERSECTION KENT KANGLEY RD, LEFT INTERSECTION SR 516",NO ERROR,18034.980663300001000,83614.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,131095,130369,1409.930488066533800 +330,1,482,1,15721,3231,169,11.430000000000000,17000.000000000000000,Bothways,"Before Milepost 11.44 A: RIGHT INTERSECTION KENT KANGLEY RD, LEFT INTERSECTION SR 516",NO ERROR,22099.721679700000000,84418.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,131259,131095,275.269329782176270 +331,1,652,1,15727,2977,164,14.779999999999999,7300.000000000000000,Bothways,Before Milepost 15.10 A: LEFT INTERSECTION CEDAR ST,NO ERROR,3362.957939150000100,207855.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,159679,159499,793.394245289216090 +332,1,16,1,15743,354,005,215.090000000000000,53000.000000000000000,Bothways,At Milepost 215.04 A: BEGIN INCREASING BRIDGE 300TH ST NW,NO ERROR,49995.811401400002000,9362.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,5275,4991,1887.963072966013900 +333,1,16,1,15744,354,005,215.090000000000000,53000.000000000000000,Bothways,At Milepost 215.04 A: BEGIN INCREASING BRIDGE 300TH ST NW,NO ERROR,49995.811401400002000,8438.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,4994,5304,2084.863270118448300 +334,1,33,2,15747,614,005,210.349999999999990,73000.000000000000000,Bothways,At Milepost 210.30 A: PTR LOCATION R094,NO ERROR,58606.132812500000000,8284.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,7784,7940,1496.010702266177100 +335,1,33,1,15748,614,005,210.349999999999990,73000.000000000000000,Bothways,At Milepost 210.30 A: PTR LOCATION R094,NO ERROR,58606.132812500000000,8433.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,7997,7744,2644.442378600382700 +336,1,56,1,15750,1317,005,202.520000000000010,93000.000000000000000,Bothways,At Milepost 202.47 A: BOTHWAYS UNDERCROSSING 116TH ST NE,NO ERROR,60728.872314499997000,8405.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,13257,13476,1496.462681153894200 +337,1,56,1,15751,1317,005,202.520000000000010,93000.000000000000000,Bothways,At Milepost 202.47 A: BOTHWAYS UNDERCROSSING 116TH ST NE,NO ERROR,60728.872314499997000,8302.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,13474,13260,1466.468847099899400 +338,1,66,1,15752,926,005,200.840000000000000,107000.000000000000000,Bothways,At Milepost 200.78 A: BOTHWAYS UNDERCROSSING 88TH ST NE,NO ERROR,71247.772460900000000,8455.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,14718,15217,2327.359075556496900 +339,1,66,1,15753,926,005,200.840000000000000,107000.000000000000000,Bothways,At Milepost 200.78 A: BOTHWAYS UNDERCROSSING 88TH ST NE,NO ERROR,71247.772460900000000,8451.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,15188,14733,2139.278670090668600 +340,1,77,1,15754,4775,528,0.000000000000000,29000.000000000000000,Bothways,"At Milepost 0.00 A: BOTHWAYS UNDERCROSSING SR 5 SB, BEGIN ROUTE",NO ERROR,24164.734924299999000,8307.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,16944,16941,414.979619914734030 +341,1,36,2,15795,826,005,209.940000000000000,79000.000000000000000,Bothways,Before Milepost 209.90 A: LEFT ON RAMP 236TH ST NE,NO ERROR,64436.065185500003000,8285.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,7940,8666,7071.827926223195400 +342,1,36,2,15796,826,005,209.940000000000000,79000.000000000000000,Bothways,Before Milepost 209.90 A: LEFT ON RAMP 236TH ST NE,NO ERROR,64436.065185500003000,9364.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,8682,7997,6366.582206656518800 +343,1,419,1,15816,4499,522,11.590000000000000,86000.000000000000000,Bothways,After Milepost 11.59 A: LEFT OFF RAMP SR 405 SB,NO ERROR,95200.791992200000000,222049.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,184999,54534,1528.444267239564400 +344,1,462,1,15835,1000,018,8.720000000000001,48000.000000000000000,Bothways,Before Milepost 8.20 A: LEFT ON RAMP SE 304TH ST,NO ERROR,65641.838378900007000,8701.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,137658,184664,4104.706198440314400 +345,1,169,1,15979,378,016,6.110000000000000,79000.000000000000000,Bothways,"Before Milepost 8.35 A: LEFT ON RAMP 24TH ST NW, END DECREASING BRIDGE TACOMA NARROWS",NO ERROR,88775.151001000006000,219965.000000000000000,0.000000000000000,195413.000000000000000,195472.000000000000000,183637,145416,4865.903415184018700 +346,1,525,1,16056,722,016,13.140000000000001,63000.000000000000000,Bothways,After Milepost 15.36 A: RIGHT ON RAMP BURNHAM DR,NO ERROR,67963.726074200007000,210082.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,128372,129330,1891.081443393290600 +347,1,713,1,16083,2910,167,25.390000000000001,117000.000000000000000,Bothways,"Before Milepost 24.08 A: RIGHT OFF RAMP SW 43RD ST, LEFT ON RAMP E VALLEY RD",NO ERROR,120817.553467000010000,7286.000000000000000,0.000000000000000,195463.000000000000000,195494.000000000000000,118192,119546,4036.597143327217100 +348,1,423,2,16110,1931,090,18.829999999999998,62000.000000000000000,Bothways,After Milepost 20.75 A: RIGHT ON RAMP HIGH POINT RD,NO ERROR,34336.026367200000000,6802.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,103705,104537,10415.795295357328000 +349,1,657,2,16159,2984,164,7.190000000000000,13000.000000000000000,Bothways,"Before Milepost 7.51 A: RIGHT EXIT TO WHITE RIVER AMPHITHEATER, LEFT INTERSECTION SE 400TH ST",NO ERROR,17038.873657200002000,97856.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,151967,150689,3156.513620520821000 +350,1,463,1,16210,801,018,10.100000000000000,45000.000000000000000,Bothways,After Milepost 9.56 A: RIGHT ON RAMP SE 304TH ST,NO ERROR,63382.263183600000000,220340.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,183897,184616,4213.380103491323100 +351,1,420,1,16388,3956,405,24.250000000000000,109000.000000000000000,Bothways,Before Milepost 24.28 A: LEFT ON RAMP NE 195TH ST,NO ERROR,125993.230225000010000,5345.000000000000000,0.000000000000000,195394.000000000000000,195511.000000000000000,52723,53641,2048.105631817984400 +352,1,272,1,16520,1846,099,34.719999999999999,28000.000000000000000,Bothways,After Milepost 40.97 A: BOTHWAYS INTERSECTION N 155TH ST,NO ERROR,18613.034912100000000,202245.000000000000000,2.000000000000000,195293.000000000000000,194892.000000000000000,56258,56775,1242.060070711048000 +353,1,235,1,16549,5081,003P104320,0.296000000000000,8100.000000000000000,North Bound,On P1 RAMP (SR 3 NB TO NEWBERRY HILL) After LEFT INTERSECTION SR 3 NB,NO ERROR,5713.631256100000400,208685.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185898,77063,1762.967863055420400 +354,1,560,1,16551,5121,003S104293,0.046000000000000,5900.000000000000000,South Bound,On S1 RAMP (NEWBERRY HILL TO SR 3 SB) After BOTHWAYS INTERSECTION LX04349-NEWBERRY HILL RD,NO ERROR,3219.795089719999900,219083.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,77087,77675,902.245932742772540 +355,1,237,1,16552,5120,003S104293,0.296000000000000,8600.000000000000000,South Bound,On S1 RAMP (NEWBERRY HILL TO SR 3 SB) After RIGHT ON RAMP S204293,NO ERROR,7408.717346190000200,219084.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,77675,185859,2046.754935657257400 +356,1,238,2,16553,5131,003R104376,0.224000000000000,2600.000000000000000,South Bound,On R1 RAMP (SR 3 SB TO NEWBERRY HILL) After LEFT INTERSECTION SR 3 SB,NO ERROR,4908.405578609999800,216740.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185857,77087,1608.395021850174500 +357,1,236,1,16554,5140,003Q104401,0.092000000000000,2800.000000000000000,North Bound,On Q1 RAMP (NEWBERRY HILL TO SR 3 NB) After BOTHWAYS INTERSECTION LX04349-NEWBERRY HILL RD,NO ERROR,5207.840179439999700,208684.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,77063,185900,2621.813451630145200 +358,1,239,1,16555,5080,003P104530,0.200000000000000,5100.000000000000000,North Bound,On P1 RAMP (SR 3 NB TO CLEAR CRK RD) After LEFT INTERSECTION SR 3 NB,NO ERROR,5531.567260740000200,216626.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185902,71888,1401.473793026324100 +359,1,241,1,16556,5078,003P104662,0.248000000000000,4200.000000000000000,North Bound,On P1 RAMP (SR 3 NB TO TRIGGER AVE) After LEFT INTERSECTION SR 3 NB,NO ERROR,3095.468994140000200,8586.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185908,67817,1452.179976512354600 +360,1,242,1,16557,5118,003S104642,0.106000000000000,4400.000000000000000,South Bound,On S1 RAMP (TRIGGER AVE TO SR 3 SB) After RIGHT WYE CONNECTION TRIGGER AVE,NO ERROR,3107.857475280000000,216615.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,67819,185850,2470.643315174136700 +361,1,243,2,16558,5129,003R104714,0.232000000000000,1100.000000000000000,South Bound,On R1 RAMP (SR 3 SB TO TRIGGER AVE) After LEFT INTERSECTION SR 3 SB,NO ERROR,1250.199768069999900,216617.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185848,67819,1494.707399179394500 +362,1,244,2,16559,5138,003Q104733,0.088000000000000,1300.000000000000000,North Bound,On Q1 RAMP (TRIGGER AVE TO SR 3 NB) After BOTHWAYS INTERSECTION LX04689-TRIGGER AVE,NO ERROR,1315.091583250000000,7691.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,67817,185910,2420.380754628317800 +363,1,246,1,16563,5117,003S104787,0.236000000000000,4600.000000000000000,South Bound,On S1 RAMP (LUOTO RD TO SR 3 SB) After RIGHT ON RAMP S204787,NO ERROR,5236.775695800000000,221366.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185959,185847,2298.508806254275900 +364,1,248,1,16564,5128,003R104881,0.280000000000000,2400.000000000000000,South Bound,On R1 RAMP (SR 3 TO LUOTO RD) After LEFT INTERSECTION SR 3 SB,NO ERROR,3640.503128050000200,208572.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185844,63406,1714.431578736138100 +365,1,247,1,16565,5137,003Q104901,0.110000000000000,2200.000000000000000,North Bound,On Q1 RAMP (SR 308 TO SR 3 NB) After RIGHT WYE CONNECTION SR 308,NO ERROR,3566.108551029999900,208482.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,63413,185913,2630.851135920213000 +366,1,143,1,16566,5116,003S105182,0.098000000000000,4500.000000000000000,South Bound,On S1 RAMP (FINN HILL RD TO SR 3 SB) After RIGHT WYE CONNECTION LX05227,NO ERROR,6978.026580810000300,223959.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185961,185840,2325.009080813563700 +367,1,205,1,16567,6059,016P102227,0.280000000000000,2700.000000000000000,North Bound,On P1 RAMP (SR 16 NB TO MULLENIX RD) After LEFT INTERSECTION SR 16 NB,NO ERROR,5444.501647950000000,216675.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185985,113283,1868.891700097294200 +368,1,208,1,16568,6090,016S102209,0.106000000000000,2700.000000000000000,South Bound,On S1 RAMP (MULLENIX RD TO SR 16 SB) After BOTHWAYS INTERSECTION LX02261-MULLENIX RD,NO ERROR,5508.333618159999800,216587.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,113279,185986,2782.621820896225900 +369,1,183,1,16569,508,003,36.810000000000002,45000.000000000000000,Bothways,Before Milepost 36.87 A: LEFT ON RAMP W WERNER RD,NO ERROR,50944.410034200002000,223813.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185881,185882,1599.381636870733000 +370,1,181,1,16570,802,003,34.649999999999999,68000.000000000000000,Bothways,"After Milepost 34.67 A: RIGHT CENTER INTERSECTION SR 16, END INCREASING BRIDGE SR 16",NO ERROR,72847.021484400000000,223816.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185921,185878,1076.123013168468800 +371,1,193,1,16571,1248,003,47.289999999999999,43000.000000000000000,Bothways,After Milepost 47.33 A: RIGHT ON RAMP TRIGGER AVE,NO ERROR,51118.378784200002000,223835.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185910,185911,3216.604934614460500 +372,1,185,1,16572,842,003,38.899999999999999,55000.000000000000000,Bothways,Before Milepost 38.96 A: LEFT ON RAMP AUSTIN DR,NO ERROR,58650.587646499996000,223847.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185887,185888,1896.056513111721000 +373,1,184,1,16573,793,003,37.740000000000002,43000.000000000000000,Bothways,After Milepost 37.78 A: RIGHT ON RAMP LOXIE EAGANS BLVD,NO ERROR,45494.158569300002000,223848.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185884,185885,1202.773586522987200 +374,1,150,1,16574,718,003,53.240000000000002,22000.000000000000000,Bothways,After Milepost 53.28 A: RIGHT ON RAMP SR 305,NO ERROR,22102.808349600000000,223852.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185919,51053,1635.585254763233300 +375,1,150,1,16575,718,003,53.240000000000002,22000.000000000000000,Bothways,After Milepost 53.28 A: RIGHT ON RAMP SR 305,NO ERROR,22102.808349600000000,223853.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,51053,185838,1999.864026829380000 +376,1,193,1,16576,1248,003,47.289999999999999,43000.000000000000000,Bothways,After Milepost 47.33 A: RIGHT ON RAMP TRIGGER AVE,NO ERROR,51118.378784200002000,223858.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185847,185848,3706.141850348169100 +377,1,185,1,16577,842,003,38.899999999999999,55000.000000000000000,Bothways,Before Milepost 38.96 A: LEFT ON RAMP AUSTIN DR,NO ERROR,58650.587646499996000,223871.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185867,185868,1800.283044898880500 +378,1,184,1,16578,793,003,37.740000000000002,43000.000000000000000,Bothways,After Milepost 37.78 A: RIGHT ON RAMP LOXIE EAGANS BLVD,NO ERROR,45494.158569300002000,223872.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185870,185871,1465.138096466830100 +379,1,231,1,16581,5082,003P104085,0.248000000000000,1400.000000000000000,North Bound,On P1 RAMP (SR 3 NB TO CHICO WAY) After LEFT INTERSECTION SR 3 NB,NO ERROR,2980.899291990000200,216635.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185892,85235,1597.446961890464100 +380,1,232,1,16582,5069,003Q104171,0.112000000000000,2400.000000000000000,North Bound,On Q1 RAMP (CHICO WAY TO SR 3 NB) After BOTHWAYS INTERSECTION LX04109-OLD SR 3,NO ERROR,2343.439971920000100,216637.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,85235,185896,2964.929180580442800 +381,1,233,1,16583,5132,003R104137,0.288000000000000,2700.000000000000000,South Bound,On R1 RAMP (SR 3 SB TO CHICO WAY) After LEFT INTERSECTION SR 3 SB,NO ERROR,3043.791229250000000,208084.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185861,85563,1622.042247528576600 +382,1,234,1,16584,5122,003S104073,0.072000000000000,1200.000000000000000,South Bound,On S1 RAMP (CHICO WAY TO SR 3 SB) After BOTHWAYS INTERSECTION LX04109-CHICO WAY,NO ERROR,3594.033325200000000,208082.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,85563,185864,1902.242585093985600 +383,1,542,1,16610,4852,525,2.210000000000000,51000.000000000000000,Bothways,Before Milepost 2.22 A: LEFT ON RAMP SR 99 NB,NO ERROR,35813.920410200000000,224150.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,36857,33701,5797.210292249394100 +384,1,543,1,16611,4851,525,3.000000000000000,42000.000000000000000,Bothways,After Milepost 2.99 A: LEFT OFF RAMP SR 99 SB,NO ERROR,69333.381469700005000,224156.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,186084,32407,839.330993800628680 +385,1,417,2,16612,4548,522,12.670000000000000,46000.000000000000000,Bothways,After Milepost 12.66 A: RIGHT OFF RAMP NE 195TH ST,NO ERROR,91281.574462899996000,8761.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,54174,52901,2805.484900152396700 +386,1,177,2,16626,451,016,22.440000000000001,43000.000000000000000,Bothways,Before Milepost 24.68 A: LEFT ON RAMP SR 160(SEDGWICK RD),NO ERROR,50968.619140600000000,223978.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185984,185981,9416.421095869904100 +387,1,177,2,16633,451,016,22.440000000000001,43000.000000000000000,Bothways,Before Milepost 24.68 A: LEFT ON RAMP SR 160(SEDGWICK RD),NO ERROR,50968.619140600000000,224000.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185982,185983,8987.964934609652100 +388,1,585,1,16699,1254,018,7.150000000000000,48000.000000000000000,Bothways,After Milepost 6.61 A: RIGHT ON RAMP AUBURN BLK DIAMOND RD,NO ERROR,65641.838378900007000,8654.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,183899,141739,8325.281892289085600 +389,1,469,2,16723,1196,018,12.580000000000000,32000.000000000000000,Bothways,After Milepost 12.04 A: RIGHT ON RAMP SR 516,NO ERROR,45554.279785200000000,219432.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,186148,184375,5508.574456816523700 +390,1,176,1,16760,1110,016,19.850000000000001,44000.000000000000000,Bothways,Before Milepost 22.09 A: LEFT ON RAMP MULLENIX RD,NO ERROR,55118.885009799997000,223986.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185989,185985,9885.033790357192600 +391,1,174,1,16761,723,016,17.480000000000000,44000.000000000000000,Bothways,Before Milepost 19.72 A: LEFT ON RAMP SE BURLEY-OLALLA RD,NO ERROR,57468.057861300003000,223993.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185991,185993,3639.446541747637200 +392,1,176,1,16762,1110,016,19.850000000000001,44000.000000000000000,Bothways,Before Milepost 22.09 A: LEFT ON RAMP MULLENIX RD,NO ERROR,55118.885009799997000,224009.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185986,185990,8970.126175847111900 +393,1,174,1,16763,723,016,17.480000000000000,44000.000000000000000,Bothways,Before Milepost 19.72 A: LEFT ON RAMP SE BURLEY-OLALLA RD,NO ERROR,57468.057861300003000,224010.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185994,185992,3630.799905207969900 +394,1,175,1,16764,450,016,17.870000000000001,41000.000000000000000,Bothways,"At Milepost 20.10 A: BEGIN INCREASING BRIDGE SE BURLEY-OLALLA RD, BEGIN DECREASING BRIDGE SE BURLEY-OLALLA RD",NO ERROR,57468.058654799999000,224011.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185990,185991,3257.031901889314200 +395,1,175,1,16765,450,016,17.870000000000001,41000.000000000000000,Bothways,"At Milepost 20.10 A: BEGIN INCREASING BRIDGE SE BURLEY-OLALLA RD, BEGIN DECREASING BRIDGE SE BURLEY-OLALLA RD",NO ERROR,57468.058654799999000,224012.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185992,185989,3258.758489769059000 +396,2,528,1,16766,921,016,16.420000000000002,44000.000000000000000,Bothways,After Milepost 18.64 A: RIGHT ON RAMP SR 302 SPPURDY (SPUR),NO ERROR,57468.057861300003000,224013.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185993,185988,3604.168960099503700 +397,2,528,1,16767,921,016,16.420000000000002,44000.000000000000000,Bothways,After Milepost 18.64 A: RIGHT ON RAMP SR 302 SPPURDY (SPUR),NO ERROR,57468.057861300003000,224014.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185987,185994,2459.349263244310800 +398,1,180,1,16768,386,016,25.989999999999998,67000.000000000000000,Bothways,After Milepost 28.16 A: CENTER INTERSECTION SR 166,NO ERROR,69117.444580099997000,224018.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185998,185943,626.456860552031000 +399,1,180,1,16769,386,016,25.989999999999998,67000.000000000000000,Bothways,After Milepost 28.16 A: CENTER INTERSECTION SR 166,NO ERROR,69117.444580099997000,224019.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185942,185997,637.294109721128850 +400,1,413,1,16770,4600,522,14.440000000000000,32000.000000000000000,Bothways,After Milepost 14.43 A: RIGHT ON RAMP SR 9,NO ERROR,48258.142700199998000,224094.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,186039,186032,3909.747902667993000 +401,1,413,1,16771,4600,522,14.440000000000000,32000.000000000000000,Bothways,After Milepost 14.43 A: RIGHT ON RAMP SR 9,NO ERROR,48258.142700199998000,224095.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,186033,186038,3170.806521618756500 +402,1,265,1,16801,2614,099,43.960000000000001,35000.000000000000000,Bothways,After Milepost 50.22 A: BOTHWAYS INTERSECTION 148TH ST SW,NO ERROR,32750.664978000001000,218025.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,33943,33699,659.542507385513430 +403,1,666,1,16810,2964,166,3.400000000000000,14000.000000000000000,Bothways,After Milepost 3.41 A: RIGHT INTERSECTION MAPLE AVE,NO ERROR,5764.108352659999600,105674.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,101262,99845,2474.221726720808000 +404,1,703,1,16902,6838,167Q102178,0.100000000000000,11000.000000000000000,North Bound,On Q1 RAMP (N CNTRL AVE TO SR 167 NB) After RIGHT WYE CONNECTION N CENTRAL AVE,NO ERROR,13782.676513700000000,216373.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,123880,123553,1085.834211018682900 +405,1,263,1,16913,2019,099,45.990000000000002,38000.000000000000000,Bothways,Before Milepost 52.27 A: RIGHT WYE CONNECTION AIRPORT RD,NO ERROR,41171.892089800000000,213251.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,30439,31146,2677.522167216695400 +406,1,706,1,16982,6900,167Q502264,0.080000000000000,8900.000000000000000,North Bound,On Q5 RAMP (S 212TH ST TO SR 167 NB) After BOTHWAYS INTERSECTION LX02240,NO ERROR,12280.424438500000000,218935.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,184276,121845,1134.019036245852700 +407,1,326,1,17034,4787,527,7.010000000000000,27000.000000000000000,Bothways,After Milepost 7.00 A: BOTHWAYS INTERSECTION MILL CREEK BLVD,NO ERROR,22268.090606700000000,179973.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,35871,36088,376.892714795554980 +408,1,310,1,17117,4324,522,10.580000000000000,35000.000000000000000,Bothways,After Milepost 10.58 A: LEFT WYE CONNECTION S CAMPUS WAY,NO ERROR,26944.872253400001000,5406.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,54894,54645,1250.818558474967400 +409,1,310,1,17118,4324,522,10.580000000000000,35000.000000000000000,Bothways,After Milepost 10.58 A: LEFT WYE CONNECTION S CAMPUS WAY,NO ERROR,26944.872253400001000,5397.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,54376,187227,1934.095944021759400 +410,1,48,1,17202,5758,005R120644,0.296000000000000,6200.000000000000000,South Bound,On R1 RAMP (SR 5 SB TO SR 531) After LEFT INTERSECTION SR 5 SB,NO ERROR,7802.728271480000300,218141.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,10332,10592,1612.382904796457100 +411,1,81,1,18085,4753,529,6.970000000000000,30000.000000000000000,Bothways,"Before Milepost 5.79 A: RIGHT CENTER OFF RAMP SR 5 NB, LEFT CENTER ON RAMP SR 5 SB",NO ERROR,29444.690002399999000,8317.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,17648,198072,1099.392426732910300 +412,1,81,1,18087,4753,529,6.970000000000000,30000.000000000000000,Bothways,"Before Milepost 5.79 A: RIGHT CENTER OFF RAMP SR 5 NB, LEFT CENTER ON RAMP SR 5 SB",NO ERROR,29444.690002399999000,8315.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,198071,17639,1260.953164830101300 +413,1,548,1,21597,4845,525,5.810000000000000,18000.000000000000000,Bothways,After Milepost 5.63 A: RIGHT WYE CONNECTION SR 525 SPPAINE (SPUR),NO ERROR,14523.175720200001000,217622.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,28073,27888,677.882162581493730 +414,1,585,1,21648,1254,018,7.150000000000000,48000.000000000000000,Bothways,After Milepost 6.61 A: RIGHT ON RAMP AUBURN BLK DIAMOND RD,NO ERROR,65641.838378900007000,8702.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,141661,198209,5028.818356045201700 +415,1,417,2,21723,4548,522,12.670000000000000,46000.000000000000000,Bothways,After Milepost 12.66 A: RIGHT OFF RAMP NE 195TH ST,NO ERROR,91281.574462899996000,5347.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,52834,54070,2702.912751042326800 +416,1,476,1,21726,464,018,17.949999999999999,28000.000000000000000,Bothways,Before Milepost 17.46 A: LEFT ON RAMP 244TH AVE SE,NO ERROR,36580.508300800000000,222079.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,198217,183894,4992.499043690244400 +417,1,477,1,21728,96,018,19.079999999999998,26000.000000000000000,Bothways,After Milepost 18.57 A: RIGHT ON RAMP 244TH AVE SE,NO ERROR,32391.954956099999000,8679.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,198219,120916,4634.775334366329800 +418,1,80,1,21818,5731,005R119856,0.232000000000000,9100.000000000000000,South Bound,On R1 RAMP (SR 5 SB TO SR 529 SB) After LEFT INTERSECTION SR 5 SB,NO ERROR,9401.417724610000700,8316.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,17533,17648,1142.293104077870600 +419,1,316,2,21883,4797,527,2.420000000000000,41000.000000000000000,Bothways,After Milepost 2.41 A: BOTHWAYS WYE CONNECTION 228TH ST SE,NO ERROR,43221.277221700002000,4967.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,47575,48086,1067.892422784573200 +420,1,200,1,22007,3651,304,2.750000000000000,7000.000000000000000,Bothways,After Milepost 2.75 A: LEFT INTERSECTION PARK AVE,NO ERROR,2229.066772459999800,248224.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,94630,198742,145.234933251674650 +421,1,240,1,22012,5119,003S104515,0.282000000000000,8200.000000000000000,South Bound,On S1 RAMP (SR 303 TO SR 3 SB) After LEFT ON RAMP S204515,NO ERROR,0.000000000000000,216670.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,71444,185855,2454.016833841579200 +422,1,433,1,22023,6646,090S102501,0.136000000000000,10000.000000000000000,West Bound,On S1 RAMP (ECHO GLEN RD TO SR 90 WB) After RIGHT OFF RAMP S202501,NO ERROR,13545.187988300000000,218344.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,107945,108156,1603.429762878407000 +423,1,494,1,22057,4891,705,1.490000000000000,38000.000000000000000,Bothways,"Before Milepost 1.50 A: LEFT MISCELLANEOUS FEATURE GORE (S100143), INCREASING MISCELLANEOUS FEATURE SHUSTER PARKWAY AHEAD, END ROUTE",NO ERROR,47690.042968800000000,7998.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,148406,149308,2186.977730241164000 +424,1,157,1,22112,3637,305,7.180000000000000,20000.000000000000000,Bothways,"After Milepost 7.19 A: RIGHT INTERSECTION SUQUAMISH WAY NE, LEFT INTERSECTION PVT RD",NO ERROR,15842.770690900001000,208325.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,61416,61803,1510.287366405720100 +425,1,694,1,22432,2921,167,19.780000000000001,121000.000000000000000,Bothways,After Milepost 18.45 A: RIGHT ON RAMP S 277TH ST,NO ERROR,127058.287505999990000,7480.000000000000000,0.000000000000000,195469.000000000000000,195638.000000000000000,128071,131619,6891.466329648334100 +426,1,688,1,22433,2924,167,17.609999999999999,116000.000000000000000,Bothways,After Milepost 16.28 A: RIGHT ON RAMP 15TH ST NW,NO ERROR,122752.400878999990000,7510.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,134006,135756,3942.296854119586000 +427,1,479,1,22464,727,018,21.280000000000001,22000.000000000000000,Bothways,After Milepost 20.77 A: LEFT OFF RAMP ISSAQUAH HOBART RD,NO ERROR,26408.091903699999000,247260.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,198213,119057,3302.882285609988700 +428,1,89,1,22481,593,005,120.380000000000000,118000.000000000000000,Bothways,Before Milepost 120.33 A: LEFT ON RAMP SBCD LANE,NO ERROR,100014.276367000000000,9270.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,175560,174492,6375.259324370783400 +429,1,14,1,22628,1220,005,215.569999999999990,54000.000000000000000,Bothways,After Milepost 215.51 A: RIGHT ON RAMP 300TH ST NW,NO ERROR,63381.056396499996000,8273.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,4991,4020,12756.208988847533000 +430,1,14,1,22629,1220,005,215.569999999999990,54000.000000000000000,Bothways,After Milepost 215.51 A: RIGHT ON RAMP 300TH ST NW,NO ERROR,63381.056396499996000,8445.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,4024,4994,12778.728430804196000 +431,1,366,1,22653,423,009,32.740000000000002,2000.000000000000000,Bothways,At Milepost 32.98 A: PTR LOCATION R083,NO ERROR,7154.744400020000300,193765.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,6827,6979,1008.776592214619800 +432,1,380,2,22656,4735,530,8.380000000000001,5400.000000000000000,Bothways,After Milepost 25.52 A: RIGHT INTERSECTION JIM CREEK RD,NO ERROR,8491.130767819999200,157103.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,7069,7263,5811.094373692076300 +433,1,365,2,22660,895,009,31.420000000000002,5100.000000000000000,Bothways,After Milepost 31.65 A: LEFT INTERSECTION 252ND ST NE,NO ERROR,5708.337677000000400,211801.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,6979,7437,6538.821314192694400 +434,1,42,1,22661,1277,005,208.720000000000000,71000.000000000000000,Bothways,At Milepost 208.67 A: BOTHWAYS UNDERCROSSING SR 530,NO ERROR,59245.693725600002000,8410.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,8917,8682,1748.887919258651000 +435,1,382,2,22671,4737,530,5.000000000000000,8300.000000000000000,Bothways,After Milepost 22.14 A: RIGHT INTERSECTION ARLINGTON HEIGHTS RD,NO ERROR,13665.986297600000000,211857.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,8294,7941,3221.838860270308000 +436,1,259,1,22675,4744,530,0.530000000000000,18000.000000000000000,Bothways,After Milepost 17.47 A: RIGHT INTERSECTION OLD SR 99,NO ERROR,11662.109283399999000,211912.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,8778,8815,10053.638077953525000 +437,1,38,1,22676,5545,005Q120899,0.072000000000000,4600.000000000000000,North Bound,On Q1 RAMP (SR 530 TO SR 5 NB) After BOTHWAYS INTERSECTION SR 530,NO ERROR,2743.428955079999900,219357.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,8795,8682,998.646285866565110 +438,1,49,1,22686,655,005,206.130000000000000,72000.000000000000000,Bothways,At Milepost 206.08 A: BOTHWAYS UNDERCROSSING SR 531,NO ERROR,50693.242675800000000,8429.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,10777,10451,2230.541967428774100 +439,1,384,1,22687,4711,531,7.130000000000000,24000.000000000000000,Bothways,After Milepost 7.12 A: LEFT INTERSECTION 43RD AVE NE,NO ERROR,15189.325073200000000,160081.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,10626,10614,2617.610842909261500 +440,1,43,1,22689,4746,530,0.100000000000000,21000.000000000000000,Bothways,"After Milepost 17.04 A: RIGHT ON RAMP SR 5, LEFT OFF RAMP SR 5",NO ERROR,12210.017700200000000,214701.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,8795,8793,1319.004631002867000 +441,1,53,1,22698,5344,005P120538,0.552000000000000,15000.000000000000000,North Bound,On P1 RAMP (SR 5 NB TO SR 531) After LEFT INTERSECTION SR 5 NB,NO ERROR,11392.186279300000000,219289.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,10777,10588,1237.120932853170000 +442,1,386,1,22699,4709,531,8.600000000000000,11000.000000000000000,Bothways,After Milepost 8.59 A: BOTHWAYS INTERSECTION 67TH AVE NE,NO ERROR,11294.182586700001000,159997.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,10649,10646,3315.726886387286000 +443,1,385,1,22700,4710,531,8.580000000000000,16000.000000000000000,Bothways,Before Milepost 8.59 A: BOTHWAYS INTERSECTION 67TH AVE NE,NO ERROR,10887.701904300000000,215098.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,10637,10646,2456.003917815830800 +444,1,47,1,22716,5546,005Q120660,0.122000000000000,7400.000000000000000,North Bound,On Q1 RAMP (SR 531 TO SR 5 NB) After RIGHT WYE CONNECTION SR 531,NO ERROR,8464.481414789999700,219252.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,10588,10451,1117.988055405835000 +445,1,51,1,22717,4713,531,6.440000000000000,40000.000000000000000,Bothways,"After Milepost 6.43 A: RIGHT WYE CONNECTION SR 5 NB ON RAMP, LEFT WYE CONNECTION SR 5 NB OFF RAMP",NO ERROR,31514.938903800001000,214517.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,10588,10587,431.907063611006270 +446,1,359,1,22721,4708,531,9.869999999999999,8500.000000000000000,Bothways,"Before Milepost 9.88 A: BOTHWAYS INTERSECTION SR 9, END ROUTE",NO ERROR,8831.037948609999100,160186.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,10676,10649,3515.137980587658100 +447,1,376,1,22791,4729,530,26.559999999999999,3300.000000000000000,Bothways,"After Milepost 43.74 A: RIGHT INTERSECTION MINE RD, LEFT INTERSECTION SWEDE HEAVEN RD",NO ERROR,9128.487060550000000,155510.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,5425,5313,12229.289110377949000 +448,1,374,1,22792,4726,530,32.189999999999998,2000.000000000000000,Bothways,After Milepost 49.37 A: RIGHT INTERSECTION SAUK PRAIRIE RD,NO ERROR,1283.556827550000000,155957.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,5970,5007,7150.467734899892100 +449,1,375,1,22793,4728,530,31.640000000000001,4000.000000000000000,Bothways,After Milepost 48.82 A: RIGHT INTERSECTION MADISON ST,NO ERROR,9128.487060550000000,211701.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,6218,6141,1942.412599781356000 +450,1,377,2,22800,4730,530,17.800000000000001,3500.000000000000000,Bothways,After Milepost 34.98 A: LEFT INTERSECTION WHITMAN RD,NO ERROR,9128.487060550000000,155135.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,5259,4903,43009.101995418532000 +451,1,368,1,22805,773,009,34.950000000000003,1100.000000000000000,Bothways,After Milepost 35.18 A: RIGHT INTERSECTION FINN SETTLEMENT RD,NO ERROR,1894.148101810000100,192843.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,4038,6436,22154.831487751908000 +452,1,70,2,22809,1115,005,200.229999999999990,129000.000000000000000,Bothways,"Before Milepost 200.18 A: LEFT ON RAMP 88TH ST NE, END DECREASING BRIDGE QUILCEDA CREEK",NO ERROR,99477.336914100000000,8303.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,16703,15188,6643.388367099147200 +453,1,75,2,22841,729,005,198.949999999999990,141000.000000000000000,Bothways,Before Milepost 198.90 A: RIGHT OFF RAMP SR 528,NO ERROR,116496.633300999990000,8459.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,17225,17521,2122.105468052937300 +454,1,390,1,22856,173,009,17.480000000000000,25000.000000000000000,Bothways,Before Milepost 17.49 A: RIGHT INTERSECTION SR 92,NO ERROR,41295.942993199998000,212340.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,18196,18515,2282.815934002940600 +455,1,86,2,22918,4734,530,9.630000000000001,5200.000000000000000,Bothways,After Milepost 26.77 A: LEFT INTERSECTION 139TH AVE NE,NO ERROR,8491.130767819999200,211790.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,7069,5282,17880.585063193488000 +456,1,252,1,22922,4705,532,3.640000000000000,21000.000000000000000,Bothways,After Milepost 3.63 A: LEFT INTERSECTION 270TH ST NW,NO ERROR,21380.581909199998000,211739.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,6674,6696,5803.204097914263900 +457,1,253,1,22923,4703,532,4.260000000000000,18000.000000000000000,Bothways,"After Milepost 4.25 A: RIGHT INTERSECTION 98TH AVE NW-LEQUE RD, LEFT INTERSECTION 98TH DR NW",NO ERROR,11954.538818400000000,156704.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,6779,6691,2003.807882641810200 +458,1,392,1,22948,4760,529,0.880000000000000,16000.000000000000000,Bothways,After Milepost 0.87 A: BOTHWAYS INTERSECTION BROADWAY AVE-OLD SR 529,NO ERROR,6315.995574950000400,168617.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,21252,21246,691.938283225171060 +459,1,258,1,22964,4739,530,4.160000000000000,12000.000000000000000,Bothways,"After Milepost 21.30 A: RIGHT INTERSECTION BROADWAY AVE(OLD SR 530), LEFT INTERSECTION BROADWAY AVE",NO ERROR,11307.432769800000000,157903.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,8289,8293,954.417268311151930 +460,1,361,2,22981,1361,009,29.469999999999999,16000.000000000000000,Bothways,"After Milepost 29.46 A: RIGHT INTERSECTION DIVISION ST, LEFT INTERSECTION SR 530",NO ERROR,10590.733520500000000,217232.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,8351,8357,341.137382629283710 +461,1,260,1,22982,4742,530,2.770000000000000,14000.000000000000000,Bothways,After Milepost 19.71 A: RIGHT INTERSECTION 211TH PL NE,NO ERROR,5235.636795039999900,192287.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,8351,8810,5485.200849778581000 +462,1,361,2,22983,1361,009,29.469999999999999,16000.000000000000000,Bothways,"After Milepost 29.46 A: RIGHT INTERSECTION DIVISION ST, LEFT INTERSECTION SR 530",NO ERROR,10590.733520500000000,157999.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,8357,8507,1012.557510451897500 +463,1,394,1,22991,26,002,2.890000000000000,31000.000000000000000,Bothways,After Milepost 2.75 A: LEFT CENTER OFF RAMP SR 204-HEWITT AVE,NO ERROR,41780.993042000002000,8428.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,22570,21999,3644.284850969078400 +464,1,397,1,23046,21,002,4.870000000000000,24000.000000000000000,Bothways,Before Milepost 4.75 A: LEFT ON RAMP SR 9,NO ERROR,34134.579345700004000,214790.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,23203,23762,4069.935052222353100 +465,1,552,2,23072,4839,525,8.320000000000000,14000.000000000000000,Bothways,Before Milepost 8.16 A: RIGHT INTERSECTION WASHINGTON AVE,NO ERROR,8346.678466800000000,171402.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,24429,24140,1039.918754164272300 +466,1,357,1,23160,1360,009,21.930000000000000,11000.000000000000000,Bothways,After Milepost 21.92 A: BOTHWAYS INTERSECTION 108TH ST NE,NO ERROR,17434.616973900000000,162300.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,13895,13219,4183.153140903467800 +467,1,373,1,23195,2449,092,7.870000000000000,15000.000000000000000,Bothways,After Milepost 7.87 A: BOTHWAYS INTERSECTION JORDAN RD,NO ERROR,7199.042984009999600,212107.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,14520,14514,750.624616326025380 +468,1,74,1,23285,456,005,199.169999999999990,115000.000000000000000,Bothways,"At Milepost 199.11 A: BEGIN INCREASING BRIDGE SR 528, BEGIN DECREASING BRIDGE SR 528",NO ERROR,87279.732421900000000,8305.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,17228,16703,2096.205652459677400 +469,1,399,1,23378,15,002,10.150000000000000,25000.000000000000000,Bothways,Before Milepost 10.08 A: LEFT INTERSECTION WESTWICK RD,NO ERROR,25707.886962900000000,224318.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,186167,28585,1537.220226521727000 +470,1,546,1,23391,4847,525,4.780000000000000,34000.000000000000000,Bothways,After Milepost 4.60 A: LEFT INTERSECTION RUSSELL RD,NO ERROR,27067.859741200002000,213176.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,29631,29333,1145.960769797234700 +471,1,261,1,23396,2615,099,46.530000000000001,34000.000000000000000,Bothways,Before Milepost 52.81 A: RIGHT INTERSECTION 113TH ST SW,NO ERROR,30913.626892100001000,192683.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,29940,29665,998.234291946442230 +472,1,84,1,23454,526,005,194.630000000000000,123000.000000000000000,Bothways,After Milepost 194.56 A: LEFT ON RAMP MARINE VIEW DR,NO ERROR,123058.411743000000000,9380.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,21075,20597,2395.813914366721700 +473,1,331,1,23488,4781,527,9.580000000000000,20000.000000000000000,Bothways,After Milepost 9.57 A: RIGHT INTERSECTION 120TH PL SE,NO ERROR,20734.287155200000000,176234.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,30716,30405,964.826300510522170 +474,1,591,1,23516,1784,096,0.730000000000000,28000.000000000000000,Bothways,"After Milepost 0.72 A: RIGHT INTERSECTION DUMAS RD, LEFT INTERSECTION ELGIN WAY",NO ERROR,37032.234130899997000,215247.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,31706,31533,693.762767193417630 +475,1,593,1,23523,1966,096,3.270000000000000,29000.000000000000000,Bothways,"Before Milepost 3.28 A: RIGHT INTERSECTION 132ND ST SE, RIGHT INTERSECTION SEATTLE HILL RD",NO ERROR,32772.404479999997000,196174.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,31957,31928,1762.376698945216000 +476,1,264,1,23552,2191,099,44.420000000000002,40000.000000000000000,Bothways,After Milepost 50.68 A: RIGHT ON RAMP SR 525 NB,NO ERROR,35672.740783699999000,215341.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,32998,32474,1413.852642700043800 +477,1,398,1,23567,18,002,8.020000000000000,21000.000000000000000,Bothways,Before Milepost 7.90 A: LEFT ON RAMP CAMPBELL RD,NO ERROR,24484.851745600001000,218072.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,27313,24428,10972.411725117754000 +478,1,400,1,23583,11,002,13.930000000000000,22000.000000000000000,Bothways,"Before Milepost 13.86 A: LEFT WYE CONNECTION 179TH AVE SE, RIGHT MISCELLANEOUS FEATURE SGN ENT MONROE",NO ERROR,16662.144103999999000,193153.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,34216,33863,1451.125692679132300 +479,1,504,1,23595,50,002,26.280000000000001,12000.000000000000000,Bothways,After Milepost 26.19 A: LEFT INTERSECTION KELLOGG LAKE RD,NO ERROR,16764.872192399998000,179221.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,34386,34876,4546.533231572445400 +480,1,501,1,23597,46,002,23.180000000000000,16000.000000000000000,Bothways,Before Milepost 23.11 A: RIGHT EXIT TO CEMETERY RD,NO ERROR,16764.872192399998000,200251.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,35080,34861,743.314645274717800 +481,1,402,1,23602,32,002,14.470000000000001,37000.000000000000000,Bothways,"After Milepost 14.38 A: CENTER INTERSECTION U-TURN ACCESS, LEFT WYE CONNECTION OFF RAMP",NO ERROR,39268.731933600000000,214706.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,35061,35274,807.209489204419920 +482,1,499,1,23631,42,002,21.660000000000000,21000.000000000000000,Bothways,"After Milepost 21.57 A: RIGHT INTERSECTION FERN BLUFF RD, LEFT INTERSECTION OLD OWEN RD",NO ERROR,19000.630249000002000,198991.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,36238,35899,1789.758520514514900 +483,1,550,2,23635,4841,525,7.190000000000000,16000.000000000000000,Bothways,After Milepost 7.01 A: RIGHT INTERSECTION 76TH ST SW,NO ERROR,13642.859954800000000,172592.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,25914,24884,4264.140905723633300 +484,1,498,1,23647,41,002,21.640000000000001,19000.000000000000000,Bothways,"Before Milepost 21.57 A: RIGHT INTERSECTION FERN BLUFF RD, LEFT INTERSECTION OLD OWEN RD",NO ERROR,17379.021789599999000,215267.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,36339,36238,948.611220415160350 +485,1,267,1,23671,2018,099,42.590000000000003,31000.000000000000000,Bothways,After Milepost 48.85 A: RIGHT WYE CONNECTION 168TH ST SW,NO ERROR,31606.401855500000000,213493.000000000000000,2.000000000000000,195325.000000000000000,195650.000000000000000,37021,37481,915.813678866960000 +486,1,404,1,23672,4601,522,23.660000000000000,16000.000000000000000,Bothways,After Milepost 23.65 A: RIGHT ON RAMP 164TH ST,NO ERROR,19709.169372600001000,201738.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,37252,35705,4478.874138336965200 +487,1,323,1,23714,4790,527,5.510000000000000,32000.000000000000000,Bothways,After Milepost 5.50 A: BOTHWAYS INTERSECTION 180TH ST SE,NO ERROR,34142.157470700004000,213635.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,39589,38934,1745.821510242279600 +488,1,540,1,23721,4855,525,0.350000000000000,58000.000000000000000,Bothways,Before Milepost 0.36 A: LEFT ON RAMP ALDERWOOD MALL PKWY,NO ERROR,83543.307861299996000,8416.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,39472,38643,2107.179037944766600 +489,1,333,1,23845,4778,527,11.090000000000000,33000.000000000000000,Bothways,After Milepost 11.08 A: BOTHWAYS INTERSECTION 100TH ST SE,NO ERROR,36802.013427700003000,213094.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,28546,28149,1429.011419036968200 +490,1,332,1,23860,4779,527,11.039999999999999,26000.000000000000000,Bothways,Before Milepost 11.05 A: LEFT INTERSECTION 100TH PL SE,NO ERROR,25171.001861600002000,175139.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,29033,28546,1632.536966677055300 +491,1,136,3,23903,2866,104,23.000000000000000,11000.000000000000000,Bothways,After Milepost 23.12 A: RIGHT WYE CONNECTION BARBER CUTOFF RD,NO ERROR,9897.908172609999400,108125.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,44548,43382,8870.027890075305500 +492,1,321,1,23922,4792,527,3.760000000000000,39000.000000000000000,Bothways,After Milepost 3.75 A: BOTHWAYS WYE CONNECTION SR 524,NO ERROR,46231.376342800002000,214500.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,44346,43181,2061.372974412253400 +493,1,320,1,23976,4793,527,3.720000000000000,43000.000000000000000,Bothways,Before Milepost 3.73 A: BOTHWAYS WYE CONNECTION SR 524,NO ERROR,49738.394775399996000,213978.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,44346,45193,1470.327632290471700 +494,1,130,2,23977,2865,104,23.980000000000000,7900.000000000000000,Bothways,After Milepost 24.10 A: BOTHWAYS INTERSECTION W 1ST ST NE,NO ERROR,9059.959030149999300,105190.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,45356,44863,1480.741450794551200 +495,1,594,1,23983,2033,096,3.640000000000000,9100.000000000000000,Bothways,After Milepost 3.63 A: RIGHT INTERSECTION 53RD DR SE,NO ERROR,8489.137451169999600,177031.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,31227,31715,2288.355966876664300 +496,1,330,1,23987,4782,527,8.869999999999999,20000.000000000000000,Bothways,After Milepost 8.86 A: BOTHWAYS WYE CONNECTION SR 96,NO ERROR,22388.842224100001000,198935.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,31030,31839,2429.681172439718900 +497,1,132,1,24033,2862,104,24.180000000000000,4000.000000000000000,East Bound,"Before Milepost 24.32 A: RIGHT INTERSECTION NE W KINGSTON RD, LEFT INTERSECTION IOWA AVE NE",NO ERROR,2346.563674930000200,201246.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,45744,45875,214.691832205714430 +498,1,503,1,24058,49,002,25.780000000000001,13000.000000000000000,Bothways,Before Milepost 25.71 A: BOTHWAYS INTERSECTION 363RD AVE SE,NO ERROR,16764.872192399998000,192987.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,34411,34386,3291.626494772028300 +499,1,502,1,24060,47,002,23.320000000000000,14000.000000000000000,Bothways,After Milepost 23.23 A: LEFT INTERSECTION SULTAN BASIN RD,NO ERROR,16764.872192399998000,179134.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,34861,34478,2475.512207735533100 +500,1,401,1,24063,9,002,14.440000000000000,26000.000000000000000,Bothways,"Before Milepost 14.37 A: LEFT OFF RAMP SR 522, LEFT ON RAMP SR 522",NO ERROR,23246.637207000000000,218122.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,35061,34216,2624.785948723716500 +501,1,140,4,24066,2871,104,16.300000000000001,5600.000000000000000,Bothways,Before Milepost 16.51 A: RIGHT INTERSECTION GAMBLE WAY,NO ERROR,4791.926589970000400,216726.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,35107,35639,5139.404825987669000 +502,1,403,1,24068,4532,522,24.609999999999999,16000.000000000000000,Bothways,At Milepost 24.61 A: BEGIN BOTHWAYS BRIDGE SR 2,NO ERROR,19709.169372600001000,217717.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,34809,35705,1873.355606924843900 +503,1,500,1,24095,45,002,22.460000000000001,17000.000000000000000,Bothways,"After Milepost 22.37 A: RIGHT INTERSECTION JW MANN RD, LEFT INTERSECTION 5TH ST",NO ERROR,18968.133911100002000,193558.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,35309,35517,2290.134280603007500 +504,1,505,1,24125,51,002,27.989999999999998,12000.000000000000000,Bothways,Before Milepost 27.92 A: BOTHWAYS INTERSECTION 1ST ST,NO ERROR,16764.872192399998000,180534.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,34876,36976,6077.476514392488800 +505,1,139,2,24147,2870,104,19.280000000000001,5500.000000000000000,Bothways,At Milepost 19.48 A: PTR LOCATION R095,NO ERROR,4453.422698970000100,208532.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,42363,35898,13677.304029240149000 +506,1,409,1,24186,4356,522,22.500000000000000,25000.000000000000000,Bothways,Before Milepost 22.51 A: LEFT ON RAMP 164TH ST,NO ERROR,35928.701049800002000,217779.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,38227,39539,3205.452330688765400 +507,1,313,1,24227,4800,527,1.590000000000000,19000.000000000000000,Bothways,After Milepost 1.58 A: LEFT INTERSECTION 240TH ST SE,NO ERROR,17835.757934599998000,190293.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,50118,49370,1519.666631028053000 +508,1,293,1,24246,2841,104,28.309999999999999,42000.000000000000000,Bothways,"After Milepost 28.83 A: RIGHT INTERSECTION MERIDIAN AVE N, LEFT INTERSECTION 76TH AVE W",NO ERROR,35320.076782199998000,200487.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,50388,50359,1324.076955262128600 +509,1,312,1,24267,4801,527,1.570000000000000,14000.000000000000000,Bothways,Before Milepost 1.58 A: LEFT INTERSECTION 240TH ST SE,NO ERROR,11428.122650100000000,215527.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,50118,52259,4596.133203720863100 +510,1,410,1,24304,4428,522,19.239999999999998,25000.000000000000000,Bothways,After Milepost 19.23 A: RIGHT ON RAMP ECHO LAKE RD,NO ERROR,35928.701049800002000,224084.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,39545,186030,15735.124853418140000 +511,1,506,2,24310,54,002,29.570000000000000,7900.000000000000000,Bothways,"After Milepost 29.48 A: RIGHT INTERSECTION GUNN RD, LEFT INTERSECTION PICKLE FARM RD",NO ERROR,6374.191085819999900,185239.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,36976,40666,16102.081425273229000 +512,1,142,2,24313,816,003,57.930000000000000,14000.000000000000000,Bothways,After Milepost 58.13 A: LEFT INTERSECTION SUNSET WAY NE,NO ERROR,14366.049469000000000,103548.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,41597,39139,6931.454823364290000 +513,1,564,1,24375,1064,003,55.829999999999998,16000.000000000000000,Bothways,"After Milepost 56.03 A: RIGHT INTERSECTION TYTLER RD NE, LEFT INTERSECTION PIONEER WAY NW",NO ERROR,14274.686309799999000,216736.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,42273,44562,4109.841127678075300 +514,1,508,1,24379,57,002,35.689999999999998,6100.000000000000000,Bothways,Before Milepost 35.62 A: LEFT INTERSECTION INDEX-GALENA RD,NO ERROR,6374.191085819999900,222681.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,44762,42125,14132.936887448855000 +515,1,138,1,24403,2868,104,20.390000000000001,16000.000000000000000,Bothways,After Milepost 20.58 A: RIGHT INTERSECTION SR 307,NO ERROR,11216.656585700001000,208762.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,43382,44445,7857.962638459441200 +516,1,297,1,24446,2835,104,31.199999999999999,17000.000000000000000,Bothways,"After Milepost 31.72 A: LEFT INTERSECTION 40TH PL NE, LEFT INTERSECTION NE 184TH ST",NO ERROR,15478.559906000000000,215550.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,53784,54372,1333.305317183145200 +517,1,309,1,24450,4393,522,9.920000000000000,27000.000000000000000,Bothways,"After Milepost 9.92 A: RIGHT INTERSECTION NE 180TH ST, LEFT INTERSECTION 101ST AVE NE",NO ERROR,28959.968872099998000,202080.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,54090,54014,845.433177820670040 +518,1,308,1,24452,4446,522,9.770000000000000,37000.000000000000000,Bothways,Before Milepost 9.79 A: RIGHT WYE CONNECTION SR 522,NO ERROR,30478.783569300002000,12852.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,54136,53986,679.779814005214010 +519,1,154,1,24462,3631,307,0.010000000000000,17000.000000000000000,Bothways,"After Milepost 0.00 A: BOTHWAYS INTERSECTION SR 305, BEGIN ROUTE",NO ERROR,16746.258087200000000,208133.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,54355,183506,642.149575174547750 +520,1,271,1,24473,1553,099,35.490000000000002,34000.000000000000000,Bothways,After Milepost 41.74 A: LEFT INTERSECTION N 170TH ST,NO ERROR,30508.443725599998000,13572.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,54405,55020,1327.440158337054500 +521,1,306,2,24505,4568,522,9.090000000000000,32000.000000000000000,Bothways,Before Milepost 9.10 A: RIGHT INTERSECTION 96TH AVE NE,NO ERROR,23433.584655800001000,202190.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,198172,55317,657.960576499408260 +522,1,135,1,24561,2831,104COKNGSTN,0.250000000000000,3800.000000000000000,West Bound,Before Milepost 24.79 A: BOTHWAYS INTERSECTION IOWA AVE,NO ERROR,1196.497905730000000,107136.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,46423,45795,1377.459247300594600 +523,1,133,1,24660,2861,104,24.199999999999999,4300.000000000000000,East Bound,"After Milepost 24.32 A: RIGHT INTERSECTION NE W KINGSTON RD, LEFT INTERSECTION IOWA AVE NE",NO ERROR,1664.616012570000100,208749.000000000000000,1.000000000000000,0.000000000000000,0.000000000000000,46423,45875,1095.994574415342200 +524,1,319,1,24661,4794,527,2.940000000000000,40000.000000000000000,Bothways,"After Milepost 2.93 A: RIGHT INTERSECTION CANYON PARK BLVD, LEFT INTERSECTION 220TH ST SE",NO ERROR,54777.264404299996000,193317.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,45504,46676,2204.974057252071800 +525,1,563,1,24702,447,003,55.810000000000002,18000.000000000000000,Bothways,"Before Milepost 56.03 A: RIGHT INTERSECTION TYTLER RD NE, LEFT INTERSECTION PIONEER WAY NW",NO ERROR,17650.760620100002000,106683.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,47630,44562,5364.579725843629600 +526,1,289,1,24705,2850,104,26.300000000000001,18000.000000000000000,Bothways,Before Milepost 26.43 A: BOTHWAYS INTERSECTION 100TH AVE W,NO ERROR,17875.531372099998000,193004.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,47066,47878,1891.851167039745200 +527,1,291,1,24774,2847,104,27.260000000000002,21000.000000000000000,Bothways,Before Milepost 27.39 A: BOTHWAYS INTERSECTION 236TH ST SW,NO ERROR,20236.383117699999000,214232.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,48228,48889,1434.762880957261600 +528,1,299,1,24887,4567,522,1.830000000000000,33000.000000000000000,Bothways,After Milepost 1.82 A: BOTHWAYS INTERSECTION NE 98TH ST,NO ERROR,18847.826080300001000,22831.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,64610,64298,743.946191814570400 +529,1,302,1,25075,4516,522,5.810000000000000,37000.000000000000000,Bothways,Before Milepost 5.82 A: LEFT WYE CONNECTION SR 104,NO ERROR,42941.460775400003000,202167.000000000000000,2.000000000000000,194963.000000000000000,194894.000000000000000,55097,54956,556.161635274376520 +530,1,301,1,25117,4445,522,4.230000000000000,40000.000000000000000,Bothways,"After Milepost 4.22 A: RIGHT INTERSECTION NE 145TH ST, LEFT INTERSECTION SR 523-NE 145TH ST",NO ERROR,46036.898212400003000,16303.000000000000000,2.000000000000000,194865.000000000000000,195300.000000000000000,58459,57708,1357.973230911943100 +531,1,7,1,25291,1343,005,170.110000000000010,192000.000000000000000,Bothways,After Milepost 170.04 A: LEFT OFF RAMP NE 45TH ST*NE 50TH ST,NO ERROR,159746.846679999990000,5584.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,70850,70374,701.164191489285940 +532,1,7,1,25297,1343,005,170.110000000000010,192000.000000000000000,Bothways,After Milepost 170.04 A: LEFT OFF RAMP NE 45TH ST*NE 50TH ST,NO ERROR,159746.846679999990000,2355.000000000000000,3.000000000000000,0.000000000000000,0.000000000000000,70371,71071,1014.353194885676000 +533,1,5,1,25300,5865,005S116963,0.420000000000000,5200.000000000000000,South Bound,On S1 RAMP (RAVENNA BLVD TO SR 5 SB) After LEFT OFF RAMP REVERSIBLE LANES,NO ERROR,86833.743164100000000,5589.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,70814,183887,1231.421415941346600 +534,1,509,5,25382,58,002,35.719999999999999,5200.000000000000000,Bothways,After Milepost 35.63 A: LEFT WYE CONNECTION INDEX-GALENA RD,NO ERROR,4336.329315189999800,202621.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,64063,44762,69145.569762504558000 +535,1,514,2,25464,64,002,50.200000000000003,4800.000000000000000,Bothways,At Milepost 50.12 A: PTR LOCATION R038,NO ERROR,2844.930221560000100,22242.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,64056,64063,13248.225136223309000 +536,1,513,1,25491,66,002,56.770000000000003,4900.000000000000000,Bothways,Before Milepost 56.70 A: LEFT INTERSECTION DECEPTION FALLS PARKING,NO ERROR,2844.930221560000100,22715.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,64056,62669,50659.783354289575000 +537,1,159,1,25495,3639,305,4.280000000000000,21000.000000000000000,Bothways,After Milepost 4.29 A: LEFT WYE CONNECTION W DAY RD,NO ERROR,19490.423644999999000,111008.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,68159,63819,9133.986020147600400 +538,1,339,1,25529,3429,202,8.230000000000000,35000.000000000000000,Bothways,After Milepost 8.24 A: RIGHT WYE CONNECTION E LK SAMMAMISH PKWY,NO ERROR,41335.346801799999000,203344.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,72527,73995,2504.149003873840200 +539,1,342,1,25728,3425,202,12.250000000000000,14000.000000000000000,Bothways,"After Milepost 12.26 A: RIGHT INTERSECTION PVT RD, LEFT INTERSECTION 236TH AVE NE",NO ERROR,17198.879150400000000,36973.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,77599,78748,3895.533026855094200 +540,1,158,1,25995,3640,305,4.240000000000000,18000.000000000000000,Bothways,Before Milepost 4.27 A: RIGHT WYE CONNECTION E DAY RD,NO ERROR,12177.954803500001000,208111.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,68159,71536,6112.177003723913000 +541,1,278,1,26334,2502,099,28.460000000000001,69000.000000000000000,Bothways,"Before Milepost 34.73 A: RIGHT OFF RAMP N 38TH ST, LEFT ON RAMP N 38TH ST, END BOTHWAYS BRIDGE GEO WASHINGTON MEM",NO ERROR,91263.545288099995000,5668.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,76069,75249,1613.781273265752400 +542,1,341,1,26344,3427,202,10.260000000000000,14000.000000000000000,Bothways,"After Milepost 10.27 A: RIGHT INTERSECTION SAHALEE WAY NE, LEFT INTERSECTION 208TH AVE NE",NO ERROR,16380.539978000001000,34683.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,75712,74917,3549.362024081649500 +543,1,163,1,26676,3644,305,0.180000000000000,7000.000000000000000,Bothways,Before Milepost 0.21 A: LEFT WYE CONNECTION WINSLOW WAY,NO ERROR,3048.060325620000200,2326.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,81066,81520,989.032727624933270 +544,1,2,1,26684,3669,303,3.900000000000000,36000.000000000000000,Bothways,Before Milepost 3.75 A: BOTHWAYS INTERSECTION MC WILLIAMS RD,NO ERROR,31438.437927200001000,208515.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,83483,81502,2984.056191363955300 +545,1,343,1,26695,3424,202,13.800000000000001,13000.000000000000000,Bothways,Before Milepost 13.83 A: LEFT INTERSECTION NE AMES LAKE RD,NO ERROR,11842.975769000001000,215844.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,82031,80632,4120.733909278727900 +546,1,609,1,26761,2563,099,23.109999999999999,73000.000000000000000,Bothways,At Milepost 29.37 A: PTR LOCATION R101,NO ERROR,103648.875244000000000,6420.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,92882,91402,1978.144248843804700 +547,1,531,1,26784,3619,310,0.530000000000000,32000.000000000000000,Bothways,Before Milepost 0.54 A: RIGHT INTERSECTION OYSTER BAY AVE,NO ERROR,17409.119903600000000,208019.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,93238,92788,2234.025149341329800 +548,1,198,1,26870,3655,304,1.680000000000000,22000.000000000000000,Bothways,After Milepost 1.68 A: RIGHT WYE CONNECTION SR 304,NO ERROR,13007.926376300000000,108254.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,94426,94413,763.804047530529370 +549,1,346,1,26898,3420,202,20.809999999999999,8300.000000000000000,Bothways,After Milepost 20.82 A: RIGHT INTERSECTION CHIEF KANIM MIDDLE SCHL,NO ERROR,8122.644363399999700,205084.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,95023,95735,3711.830104874347900 +550,1,215,1,27302,6098,016R502678,0.208000000000000,6300.000000000000000,South Bound,On R5 RAMP (SR 16 SB TO CLIFTON RD) After LEFT INTERSECTION SR 16 SB,NO ERROR,3538.211120609999900,111121.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185976,104075,1675.262841409395400 +551,1,609,1,27458,2563,099,23.109999999999999,73000.000000000000000,Bothways,At Milepost 29.37 A: PTR LOCATION R101,NO ERROR,103648.875244000000000,6427.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,91400,92880,1978.746155907714200 +552,1,534,1,27491,3615,310,1.650000000000000,16000.000000000000000,Bothways,Before Milepost 1.66 A: BOTHWAYS INTERSECTION WYCOFF AVE,NO ERROR,4535.242488859999900,208120.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,93145,93627,829.457534988846080 +553,1,624,1,27574,3056,160,4.830000000000000,5700.000000000000000,Bothways,Before Milepost 4.84 A: RIGHT INTERSECTION BANNER RD SE,NO ERROR,5252.614768980000000,201282.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,107343,107216,5580.759664538133600 +554,1,437,1,27584,2117,090,28.289999999999999,45000.000000000000000,Bothways,Before Milepost 30.23 A: LEFT ON RAMP SR 202,NO ERROR,38832.893310500003000,6873.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,107612,111435,17301.608219413443000 +555,1,202,1,27589,3055,160,5.590000000000000,3500.000000000000000,Bothways,After Milepost 5.58 A: RIGHT INTERSECTION PETERSON RD SE,NO ERROR,4525.699646000000000,107478.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,107421,107368,3086.317747107412700 +556,1,623,1,27593,3061,160,0.100000000000000,24000.000000000000000,Bothways,"After Milepost 0.09 A: RIGHT ON RAMP SR 16, LEFT OFF RAMP SR 16",NO ERROR,18232.449340800002000,208055.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,107077,107651,3174.312805529272700 +557,1,201,1,27594,3054,160,7.250000000000000,2000.000000000000000,Bothways,Before Milepost 7.26 A: RIGHT INTERSECTION SOUTHWORTH DR SE,NO ERROR,1067.275020600000100,216649.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,198690,107472,5197.506355899094200 +558,1,284,1,27638,2370,099,21.989999999999998,53000.000000000000000,Bothways,Before Milepost 28.26 A: BOTHWAYS INTERSECTION DIAGONAL AVE,NO ERROR,71169.848998999994000,6664.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,96965,96306,975.583130353089930 +559,1,480,1,27668,3415,202,23.160000000000000,8100.000000000000000,Bothways,After Milepost 23.20 A: LEFT INTERSECTION SE 46TH ST,NO ERROR,8983.441574099999300,54545.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,98304,97551,3224.627150069566600 +560,1,616,1,27719,2551,099,17.120000000000001,34000.000000000000000,Bothways,After Milepost 23.29 A: RIGHT ON RAMP TUKWILA INT'L BLVD,NO ERROR,29770.961181600000000,6892.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,108545,107489,2458.539786651620000 +561,1,348,1,27816,5012,900,0.930000000000000,30000.000000000000000,Bothways,After Milepost 6.85 A: LEFT CENTER OFF RAMP SR 5 NBCD LANE,NO ERROR,35239.758422899999000,216205.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,110587,109321,3727.955836128407100 +562,1,493,1,27926,3254,169,24.710000000000001,43000.000000000000000,Bothways,After Milepost 24.70 A: LEFT INTERSECTION BLAINE DR SE,NO ERROR,49679.854003900000000,68045.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,112705,183801,2303.054246737481200 +563,1,665,1,27961,2961,166,4.710000000000000,16000.000000000000000,Bothways,Before Milepost 4.69 A: RIGHT INTERSECTION KIDD AVE,NO ERROR,9576.556503300000300,208447.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,101574,101608,1998.948611496431600 +564,1,492,1,28090,3167,169,23.010000000000002,36000.000000000000000,Bothways,After Milepost 23.00 A: LEFT WYE CONNECTION 140TH WAY SE,NO ERROR,46664.150512699998000,69284.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,114344,113959,1843.674287269342600 +565,1,450,1,28127,6641,090S103419,0.090000000000000,2400.000000000000000,West Bound,On S1 RAMP (468TH AVE SE TO SR 90 WB) After BOTHWAYS INTERSECTION LX03467-468TH AVE SE,NO ERROR,1279.256698610000100,7211.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,115463,115378,801.720517782759770 +566,1,610,1,28146,2198,099,19.210000000000001,30000.000000000000000,Bothways,At Milepost 25.39 A: BEGIN BOTHWAYS BRIDGE CLOVERDALE ST,NO ERROR,48425.738159200002000,6819.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,105082,103713,3037.470644828052200 +567,1,611,1,28153,6744,099Q102496,0.036000000000000,820.000000000000000,North Bound,On Q1 RAMP (14TH AVE TO CI02453) After LEFT WYE CONNECTION 14TH AVE,NO ERROR,496.019372939999980,60670.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,105168,105082,864.723980584104540 +568,1,478,1,28290,1185,018,20.329999999999998,26000.000000000000000,Bothways,Before Milepost 19.84 A: LEFT ON RAMP ISSAQUAH HOBART RD,NO ERROR,15851.069824200000000,8681.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,120600,119522,4462.641438655458800 +569,1,615,1,28319,2359,099,17.789999999999999,33000.000000000000000,Bothways,After Milepost 23.96 A: RIGHT ON RAMP W MARGINAL PL S,NO ERROR,53635.382324200000000,6864.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,107233,105620,4611.745366084193800 +570,1,204,1,28320,3059,160,0.830000000000000,16000.000000000000000,Bothways,After Milepost 0.82 A: BOTHWAYS INTERSECTION BETHEL RD SE,NO ERROR,11326.015869100000000,208464.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,107128,107092,2667.947195915357000 +571,1,113,1,28335,3188,181,2.400000000000000,32000.000000000000000,Bothways,After Milepost 7.71 A: BOTHWAYS INTERSECTION S 212TH ST,NO ERROR,43913.579589800000000,75908.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,121790,120905,2600.332544944851600 +572,1,347,1,28345,5013,900,0.040000000000000,29000.000000000000000,Bothways,After Milepost 5.96 A: RIGHT WYE CONNECTION SR 5 NB ON RAMP,NO ERROR,39447.918212899996000,205740.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,107502,107723,446.301465410700980 +573,1,476,1,28379,464,018,17.949999999999999,28000.000000000000000,Bothways,Before Milepost 17.46 A: LEFT ON RAMP 244TH AVE SE,NO ERROR,36580.508300800000000,8677.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,184676,198220,4993.420855026900400 +574,1,615,2,28422,2359,099,17.789999999999999,33000.000000000000000,Bothways,After Milepost 23.96 A: RIGHT ON RAMP W MARGINAL PL S,NO ERROR,53635.382324200000000,6904.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,105861,109017,7869.348838985805700 +575,1,114,1,28471,3232,181,1.390000000000000,33000.000000000000000,Bothways,After Milepost 6.70 A: BOTHWAYS INTERSECTION S 228TH ST,NO ERROR,30415.231079100002000,206904.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,123353,123856,1323.620117845471900 +576,1,557,1,28476,503,003,30.469999999999999,16000.000000000000000,Bothways,Before Milepost 30.51 A: BOTHWAYS INTERSECTION IMPERIAL WAY,NO ERROR,14284.327728300001000,208595.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,108546,111466,9172.973904614935200 +577,1,487,1,28499,3214,169,14.180000000000000,22000.000000000000000,Bothways,After Milepost 14.17 A: BOTHWAYS INTERSECTION SE 231ST ST,NO ERROR,20757.549682600002000,78683.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,124765,124500,592.984029372197600 +578,1,471,1,28520,6128,018P101543,0.248000000000000,6000.000000000000000,North Bound,On P1 RAMP (SR 18 EB TO SE 231ST ST) After LEFT INTERSECTION SR 18 EB,NO ERROR,9938.076843259999800,218945.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,184615,124758,1706.765519678862800 +579,1,352,1,28588,5008,900,3.590000000000000,19000.000000000000000,Bothways,Before Milepost 9.53 A: BOTHWAYS INTERSECTION STEVENS AVE SW,NO ERROR,15614.194030799999000,67933.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,112769,112600,1528.323166337718900 +580,1,448,2,28624,2647,090,31.949999999999999,34000.000000000000000,Bothways,At Milepost 33.56 A: PTR LOCATION R039,NO ERROR,18653.401367200000000,7208.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,115378,114124,9188.716463617845900 +581,1,118,1,28631,4336,516,5.960000000000000,30000.000000000000000,Bothways,"After Milepost 5.68 A: LEFT INTERSECTION N CENTRAL AVE, LEFT INTERSECTION SMITH ST",NO ERROR,30295.812500000000000,80232.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,126561,126559,725.888608065647870 +582,1,117,1,28678,4458,516,5.630000000000000,25000.000000000000000,Bothways,After Milepost 5.35 A: LEFT INTERSECTION E SAAR ST,NO ERROR,17546.807464599999000,80999.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,127190,127583,744.146443577888250 +583,1,605,1,28690,2183,099,16.640000000000001,30000.000000000000000,Bothways,Before Milepost 20.30 A: RIGHT OFF RAMP SR 518,NO ERROR,19293.430480999999000,70518.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,115568,115165,877.045898892539530 +584,1,490,1,28714,3235,169,19.230000000000000,20000.000000000000000,Bothways,"After Milepost 19.22 A: RIGHT INTERSECTION SE JONES RD, LEFT INTERSECTION 196TH AVE SE",NO ERROR,19614.917907700001000,206521.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,116101,116816,1924.557831215456600 +585,1,454,2,28763,1521,090,33.399999999999999,31000.000000000000000,Bothways,After Milepost 35.00 A: LEFT OFF RAMP 468TH AVE SE,NO ERROR,16823.936584499999000,7283.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,115821,119954,23945.934665320179000 +586,1,484,1,28780,3187,169,12.520000000000000,18000.000000000000000,Bothways,Before Milepost 12.53 A: RIGHT INTERSECTION SE 251ST ST,NO ERROR,22381.414184599998000,82090.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,128610,127074,3377.627283396048400 +587,1,101,1,28793,4578,516,7.600000000000000,30000.000000000000000,Bothways,"Before Milepost 7.34 A: RIGHT INTERSECTION 104TH AVE SE, LEFT INTERSECTION SR 515",NO ERROR,23168.911743199998000,207055.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,128658,128652,996.281262801182150 +588,1,105,1,28825,4337,516,8.990000000000000,33000.000000000000000,Bothways,Before Milepost 8.73 A: LEFT WYE CONNECTION 124TH AVE SE,NO ERROR,35207.047485399999000,83531.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,130098,130451,1352.337090878015900 +589,1,111,1,28840,4593,516,12.340000000000000,27000.000000000000000,Bothways,Before Milepost 12.08 A: RIGHT WYE CONNECTION SE WAX RD,NO ERROR,25086.662109400000000,84717.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,131558,131584,2061.029304782460700 +590,1,483,1,28841,4475,516,16.480000000000000,12000.000000000000000,Bothways,"Before Milepost 16.22 A: BOTHWAYS INTERSECTION SR 169, END ROUTE",NO ERROR,12332.069396999999000,84416.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,131095,185284,660.406971456534620 +591,1,708,1,28891,2912,167,23.969999999999999,117000.000000000000000,Bothways,"After Milepost 22.64 A: RIGHT ON RAMP S 212TH ST, LEFT OFF RAMP S 212TH ST",NO ERROR,120926.551024999990000,9144.000000000000000,0.000000000000000,195494.000000000000000,195724.000000000000000,119546,121652,6074.682385692915900 +592,1,708,1,28892,2912,167,23.969999999999999,117000.000000000000000,Bothways,"After Milepost 22.64 A: RIGHT ON RAMP S 212TH ST, LEFT OFF RAMP S 212TH ST",NO ERROR,120926.551024999990000,7345.000000000000000,0.000000000000000,195715.000000000000000,195069.000000000000000,121845,119548,6397.789393925371800 +593,1,456,6,28902,2429,090,38.430000000000000,31000.000000000000000,Bothways,After Milepost 40.03 A: RIGHT ON RAMP GARCIA RD,NO ERROR,8146.178710940000200,7434.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,119954,125738,45109.988191562770000 +594,1,464,1,28956,533,018,11.430000000000000,45000.000000000000000,Bothways,Before Milepost 10.91 A: LEFT ON RAMP SR 516,NO ERROR,63382.263183600000000,8703.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,133686,131998,6759.489093420722400 +595,1,115,1,29055,3170,181,0.620000000000000,31000.000000000000000,Bothways,After Milepost 5.93 A: BOTHWAYS INTERSECTION JAMES ST,NO ERROR,24693.143188499998000,206964.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,125815,125234,1175.192191103444200 +596,1,172,1,29083,792,016,9.470000000000001,69000.000000000000000,Bothways,Before Milepost 11.71 A: RIGHT OFF RAMP WOLLOCHET DR NW,NO ERROR,72980.384765600000000,9315.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,136408,138693,5192.012372203568700 +597,1,485,1,29091,3258,169,13.150000000000000,21000.000000000000000,Bothways,After Milepost 13.14 A: LEFT INTERSECTION 231ST AVE SE,NO ERROR,22381.414184599998000,80260.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,126901,126269,2030.777093615959800 +598,1,683,1,29170,2926,167,16.270000000000000,116000.000000000000000,Bothways,After Milepost 14.94 A: RIGHT ON RAMP SR 18 WB,NO ERROR,126433.416503999990000,7525.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,137389,139865,4516.967083941384800 +599,1,651,1,29171,2996,163,3.100000000000000,3500.000000000000000,Bothways,After Milepost 3.09 A: LEFT EXIT TO POINT DEFIANCE PARK,NO ERROR,1494.451356889999900,216867.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,139692,140405,1370.035700637788800 +600,1,103,1,29280,4459,516,7.710000000000000,25000.000000000000000,Bothways,"After Milepost 7.43 A: RIGHT ENTRANCE/EXIT SHOPPING CENTER, LEFT WYE CONNECTION SE 256TH ST",NO ERROR,27984.903320300000000,82319.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,128661,129054,1221.849977286324200 +601,1,104,1,29299,4386,516,8.100000000000000,30000.000000000000000,Bothways,"After Milepost 7.82 A: RIGHT INTERSECTION 111TH AVE SE, LEFT ENTRANCE/EXIT WASHINGTON PARK APTS",NO ERROR,24422.008605999999000,82552.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,129392,129054,1487.916364765900700 +602,1,641,1,29319,3017,161,36.219999999999999,37000.000000000000000,Bothways,Before Milepost 36.23 A: RIGHT WYE CONNECTION SR 18,NO ERROR,29145.829040500001000,94329.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,143840,143276,1113.892323225803900 +603,1,661,1,29327,2990,164,1.770000000000000,34000.000000000000000,Bothways,"After Milepost 2.07 A: RIGHT INTERSECTION RIVERWALK DR SE, LEFT ENTRANCE/EXIT MUCKLESHOOT CASINO",NO ERROR,33523.052246100000000,207612.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,143643,143738,672.827199414515800 +604,1,109,1,29386,4543,516,11.410000000000000,28000.000000000000000,Bothways,After Milepost 11.13 A: LEFT INTERSECTION 160TH AVE SE,NO ERROR,29771.335632300001000,207119.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,131546,131548,666.470562089705710 +605,1,682,1,29395,2930,167,14.090000000000000,91000.000000000000000,Bothways,After Milepost 12.80 A: RIGHT ON RAMP ELLINGSON RD,NO ERROR,98315.184082000007000,7579.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,143609,145832,4712.623286018985700 +606,1,639,1,29406,3019,161,35.380000000000003,20000.000000000000000,Bothways,"Before Milepost 35.39 A: RIGHT INTERSECTION S 360TH ST, LEFT INTERSECTION MILTON RD S",NO ERROR,25295.078613300000000,95906.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,145402,146254,2123.561820255114500 +607,1,677,1,29607,2932,167,13.109999999999999,91000.000000000000000,Bothways,Before Milepost 11.84 A: LEFT ON RAMP ELLINGSON RD,NO ERROR,96279.854492200000000,7594.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,148240,146642,3502.556243473076400 +608,1,683,1,29622,2926,167,16.270000000000000,116000.000000000000000,Bothways,After Milepost 14.94 A: RIGHT ON RAMP SR 18 WB,NO ERROR,126433.416503999990000,7528.000000000000000,0.000000000000000,195431.000000000000000,195734.000000000000000,139870,184280,3776.730736496878800 +609,1,659,1,29629,2987,164,5.740000000000000,16000.000000000000000,Bothways,Before Milepost 6.06 A: LEFT INTERSECTION SE 380TH PL,NO ERROR,19830.335754399999000,207738.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,147628,148768,4918.104729510773700 +610,1,595,1,29646,2422,099,2.300000000000000,20000.000000000000000,Bothways,Before Milepost 5.96 A: RIGHT INTERSECTION JOHNSON RD NE,NO ERROR,22841.476074200000000,117479.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,149315,147982,2633.675323480462800 +611,1,496,2,29765,4876,705,0.480000000000000,71000.000000000000000,Bothways,Before Milepost 0.49 A: RIGHT OFF RAMP SR 509,NO ERROR,95279.719238299993000,7818.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,151738,152319,1301.764954700501900 +612,1,656,1,29794,2983,164,7.210000000000000,9400.000000000000000,Bothways,"After Milepost 7.51 A: RIGHT EXIT TO WHITE RIVER AMPHITHEATER, LEFT INTERSECTION SE 400TH ST",NO ERROR,12017.678802500001000,98013.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,151967,153115,2810.975858777614600 +613,1,99,2,29818,1329,018,5.010000000000000,55000.000000000000000,Bothways,After Milepost 4.47 A: RIGHT ON RAMP SR 164,NO ERROR,74068.815429700000000,8663.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,140916,142006,9480.427063326968000 +614,1,99,2,29854,1329,018,5.010000000000000,55000.000000000000000,Bothways,After Milepost 4.47 A: RIGHT ON RAMP SR 164,NO ERROR,74068.815429700000000,2263.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,141993,140899,9153.307021596900100 +615,1,662,1,29857,2992,164,0.620000000000000,32000.000000000000000,Bothways,After Milepost 0.92 A: LEFT WYE CONNECTION 12TH ST SE,NO ERROR,28913.036010700001000,93670.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,142236,141775,1416.040162045942000 +616,1,170,2,29862,1042,016,6.940000000000000,71000.000000000000000,Bothways,After Milepost 9.16 A: LEFT EXIT TO SR 16 AR (ALTERNATE),NO ERROR,76649.560607899999000,8129.000000000000000,0.000000000000000,195146.000000000000000,195741.000000000000000,186289,140160,7807.700771056645000 +617,1,597,1,29886,2187,099,4.480000000000000,23000.000000000000000,Bothways,"Before Milepost 8.14 A: RIGHT INTERSECTION SR 18, LEFT INTERSECTION S 348TH ST",NO ERROR,33304.434204099998000,94156.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,143664,143269,819.203946166327570 +618,1,165,1,29899,917,016,1.910000000000000,89000.000000000000000,Bothways,Before Milepost 1.92 A: LEFT ON RAMP ORCHARD ST,NO ERROR,105362.537719999990000,8030.000000000000000,0.000000000000000,195576.000000000000000,194848.000000000000000,185054,151999,2310.276422435466000 +619,1,682,1,29918,2930,167,14.090000000000000,91000.000000000000000,Bothways,After Milepost 12.80 A: RIGHT ON RAMP ELLINGSON RD,NO ERROR,98315.184082000007000,7577.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,145741,142611,6441.027421718794400 +620,1,648,1,29951,3001,163,1.690000000000000,15000.000000000000000,Bothways,"Before Milepost 1.70 A: CENTER INTERSECTION MED XROAD, BOTHWAYS INTERSECTION N 37TH ST",NO ERROR,13478.361633300001000,140421.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,144241,144877,1378.681814387380200 +621,1,681,1,30087,6845,167Q101280,0.106000000000000,4700.000000000000000,North Bound,On Q1 RAMP (ELINGSON RD TO SR 167 NB) After BOTHWAYS INTERSECTION LX01226-ELLINGSON RD,NO ERROR,6558.273376459999800,219031.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,146338,145741,1352.687654979179300 +622,1,579,1,30125,790,007,55.869999999999997,24000.000000000000000,Bothways,After Milepost 55.88 A: BOTHWAYS INTERSECTION S 56TH ST,NO ERROR,22691.955810500000000,211056.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,156631,157132,1001.899421734204200 +623,1,98,2,30158,2938,167,8.779999999999999,85000.000000000000000,Bothways,After Milepost 7.49 A: RIGHT ON RAMP SR 410,NO ERROR,87999.742187500000000,7960.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,158018,183559,11367.470375096089000 +624,1,637,1,30630,3025,161,31.579999999999998,18000.000000000000000,Bothways,After Milepost 31.57 A: BOTHWAYS INTERSECTION 36TH ST E,NO ERROR,13401.377868699999000,118742.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,153706,154494,1935.601571628124900 +625,1,655,1,30662,2982,164,9.190000000000000,8900.000000000000000,Bothways,Before Milepost 9.51 A: BOTHWAYS INTERSECTION 188TH AVE SE,NO ERROR,12056.914337200000000,98182.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,153115,155814,7734.424296880378300 +626,1,92,1,30666,4575,512,1.530000000000000,89000.000000000000000,Bothways,At Milepost 1.53 A: PTR LOCATION D3,NO ERROR,92444.941162100004000,7712.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,166519,166652,4509.828736172399700 +627,1,92,1,30667,4575,512,1.530000000000000,89000.000000000000000,Bothways,At Milepost 1.53 A: PTR LOCATION D3,NO ERROR,92444.941162100004000,7715.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,166618,166420,5034.778780142827600 +628,1,653,1,30787,2980,164,14.199999999999999,9700.000000000000000,Bothways,"Before Milepost 14.52 A: RIGHT INTERSECTION PORTER ST, LEFT INTERSECTION SR 169",NO ERROR,4399.582290649999800,98657.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,158639,158152,1479.706941586011500 +629,1,127,2,30834,3035,161,25.190000000000001,46000.000000000000000,Bothways,Before Milepost 25.20 A: LEFT WYE CONNECTION 39TH AVE SW,NO ERROR,40341.113769500000000,151312.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,167764,168421,1342.669417180045200 +630,1,645,1,30854,3012,162,2.960000000000000,19000.000000000000000,Bothways,Before Milepost 5.35 A: RIGHT INTERSECTION MILITARY RD E,NO ERROR,17559.664733900001000,150816.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,168370,168616,854.824048078653390 +631,1,120,2,31053,570,007,49.869999999999997,35000.000000000000000,Bothways,After Milepost 49.88 A: BOTHWAYS INTERSECTION MILITARY RD,NO ERROR,25430.755554200001000,149736.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,172044,172678,1739.732862622291100 +632,1,644,1,31119,3010,162,6.400000000000000,17000.000000000000000,Bothways,After Milepost 8.77 A: RIGHT INTERSECTION OLD PIONEER WAY NW,NO ERROR,19539.850830100000000,122254.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,174869,173846,3543.002888014643800 +633,1,126,2,31131,3038,161,21.690000000000001,39000.000000000000000,Bothways,"Before Milepost 21.70 A: RIGHT ENTRANCE/EXIT THUN AIRPORT FIELD, LEFT INTERSECTION 168TH ST E",NO ERROR,43314.276245100002000,115918.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,174820,175613,2127.550657637188100 +634,1,664,1,31134,2972,165,16.750000000000000,3400.000000000000000,Bothways,After Milepost 16.74 A: RIGHT INTERSECTION DAVIS ST,NO ERROR,2869.885017399999900,211591.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,174666,175492,2416.086019685289600 +635,1,573,1,31140,1290,007,48.450000000000003,29000.000000000000000,Bothways,Before Milepost 48.48 A: BOTHWAYS INTERSECTION 174TH ST S,NO ERROR,21250.149536100002000,149195.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,175540,175269,733.484593425456300 +636,1,578,1,31179,1245,007,52.619999999999997,26000.000000000000000,Bothways,After Milepost 52.63 A: BOTHWAYS INTERSECTION 108TH ST S,NO ERROR,25760.020996100000000,152170.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,166455,165591,1299.485393588510300 +637,1,93,1,31197,4384,512,2.550000000000000,80000.000000000000000,Bothways,After Milepost 2.54 A: RIGHT ON RAMP SR 7,NO ERROR,92515.667480499993000,7917.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,166724,166608,5244.239612563292200 +638,1,122,1,31202,625,007,47.270000000000003,27000.000000000000000,Bothways,Before Milepost 47.30 A: LEFT ENTRANCE/EXIT PARK AND RIDE LOT,NO ERROR,20008.646240200000000,123245.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,176850,177102,1907.290793907478700 +639,1,87,1,31203,1324,005,116.470000000000000,112000.000000000000000,Bothways,Before Milepost 116.41 A: RIGHT OFF RAMP MOUNTS RD,NO ERROR,104759.725342000010000,7779.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,176609,177303,8431.728444470914800 +640,1,663,1,31212,2973,165,15.420000000000000,1700.000000000000000,Bothways,After Milepost 15.41 A: LEFT INTERSECTION WILKESON-CARBONADO RD,NO ERROR,1998.278800959999900,122740.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,183496,177327,7880.123986048393800 +641,1,123,1,31221,4064,507,43.430000000000000,14000.000000000000000,Bothways,Before Milepost 43.49 A: RIGHT ENTRANCE/EXIT PARK AND RIDE LOT,NO ERROR,19174.332000700000000,211515.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,177975,198688,5775.839890703238800 +642,1,571,1,31223,1083,007,44.609999999999999,19000.000000000000000,Bothways,Before Milepost 44.64 A: RIGHT INTERSECTION 224TH ST E,NO ERROR,13653.986633300001000,123236.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,179245,178706,5603.639047065387800 +643,1,572,1,31231,836,007,44.630000000000003,23000.000000000000000,Bothways,After Milepost 44.64 A: RIGHT INTERSECTION 224TH ST E,NO ERROR,19477.681152300000000,201457.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,178598,178706,1240.249006042328800 +644,1,568,1,31338,892,007,36.049999999999997,3100.000000000000000,Bothways,"Before Milepost 36.08 A: RIGHT INTERSECTION EATONVILLE CUTOFF RD, LEFT INTERSECTION SR 702",NO ERROR,4460.322273249999900,145812.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,182463,182028,12827.902116550560000 +645,1,625,1,31353,3047,161,6.090000000000000,8700.000000000000000,Bothways,Before Milepost 6.10 A: LEFT INTERSECTION EATONVILLE CUTOFF RD,NO ERROR,7881.221481319999800,211344.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,182707,182618,3751.829389752726000 +646,1,567,1,31355,1082,007,28.579999999999998,1800.000000000000000,Bothways,After Milepost 28.59 A: RIGHT INTERSECTION EATONVILLE HWY,NO ERROR,2311.236869809999900,217142.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,182935,182860,8290.751440849926400 +647,1,566,1,31368,695,007,21.699999999999999,1600.000000000000000,Bothways,After Milepost 21.69 A: RIGHT INTERSECTION ALDER CUTOFF RD E,NO ERROR,1940.209133150000100,147661.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,183078,183060,8257.435882686928400 +648,1,42,1,31372,1277,005,208.720000000000000,71000.000000000000000,Bothways,At Milepost 208.67 A: BOTHWAYS UNDERCROSSING SR 530,NO ERROR,59245.693725600002000,8412.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,8666,8920,1940.091394806282100 +649,1,49,1,31373,655,005,206.130000000000000,72000.000000000000000,Bothways,At Milepost 206.08 A: BOTHWAYS UNDERCROSSING SR 531,NO ERROR,50693.242675800000000,8295.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,10332,10732,2463.505944796146700 +650,1,17,1,31374,7578,005LX21504,0.060000000000000,2500.000000000000000,Bothways,"On LX RAMP (300TH ST NW) After RIGHT OFF RAMP S121461, LEFT ON RAMP R121534",NO ERROR,9650.953712459999200,214874.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,5110,5159,713.939041445502990 +651,1,437,1,31384,2117,090,28.289999999999999,45000.000000000000000,Bothways,Before Milepost 30.23 A: LEFT ON RAMP SR 202,NO ERROR,38832.893310500003000,9055.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,111440,107469,17490.830071658293000 +652,1,32,1,31388,7580,005LX21031,0.085000000000000,3800.000000000000000,Bothways,"On LX RAMP (236TH ST NE) After RIGHT OFF RAMP S120990, LEFT ON RAMP R121059",NO ERROR,5327.081954960000100,217231.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,7879,7870,721.465141184787510 +653,1,70,2,31389,1115,005,200.229999999999990,129000.000000000000000,Bothways,"Before Milepost 200.18 A: LEFT ON RAMP 88TH ST NE, END DECREASING BRIDGE QUILCEDA CREEK",NO ERROR,99477.336914100000000,8388.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,15217,16686,6452.149924237543000 +654,1,167,1,31405,1107,016,4.140000000000000,72000.000000000000000,Bothways,Before Milepost 4.15 A: LEFT ON RAMP JACKSON AVE,NO ERROR,86180.094482400003000,8008.000000000000000,0.000000000000000,195495.000000000000000,195750.000000000000000,148119,148622,3569.035154554627800 +655,1,164,1,31407,1106,016,1.100000000000000,93000.000000000000000,Bothways,At Milepost 1.10 A: PTR LOCATION D11,NO ERROR,106695.537476000000000,8040.000000000000000,0.000000000000000,195435.000000000000000,195739.000000000000000,152477,152494,3142.748236183884700 +656,1,672,1,31408,2936,167,11.430000000000000,86000.000000000000000,Bothways,After Milepost 10.14 A: RIGHT ON RAMP 24TH ST E,NO ERROR,93179.510253900007000,219854.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,151266,183563,3965.655900267569000 +657,1,93,1,31410,4384,512,2.550000000000000,80000.000000000000000,Bothways,After Milepost 2.54 A: RIGHT ON RAMP SR 7,NO ERROR,92515.667480499993000,7913.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,166542,166667,4988.008932843180400 +658,1,155,1,31429,3636,305,9.630000000000001,21000.000000000000000,Bothways,After Milepost 9.64 A: LEFT INTERSECTION DELATE RD,NO ERROR,16286.916320800001000,208063.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,62034,60880,3033.631824516813100 +659,1,422,1,31431,2127,090,17.910000000000000,64000.000000000000000,Bothways,Before Milepost 19.85 A: LEFT ON RAMP HIGH POINT RD,NO ERROR,69009.070068400004000,9453.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,103329,103705,11012.677916248529000 +660,1,540,1,31433,4855,525,0.350000000000000,58000.000000000000000,Bothways,Before Milepost 0.36 A: LEFT ON RAMP ALDERWOOD MALL PKWY,NO ERROR,83543.307861299996000,9345.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,39206,39680,1479.517802128627900 +661,1,454,8,31460,1521,090,33.399999999999999,31000.000000000000000,Bothways,After Milepost 35.00 A: LEFT OFF RAMP 468TH AVE SE,NO ERROR,16823.936584499999000,7353.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,125491,115736,69048.967654010223000 +662,1,173,1,31462,585,016,10.080000000000000,66000.000000000000000,Bothways,After Milepost 12.30 A: LEFT OFF RAMP WOLLOCHET DR NW,NO ERROR,70254.897216800004000,9321.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,131029,135791,11828.621896541468000 +663,1,558,1,31479,958,003,32.579999999999998,19000.000000000000000,Bothways,After Milepost 32.60 A: RIGHT INTERSECTION SUNNYSLOPE RD,NO ERROR,18771.226623499999000,219693.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,103348,104975,6497.521709876437900 +664,1,539,1,31480,3667,303,5.580000000000000,30000.000000000000000,Bothways,Before Milepost 5.43 A: RIGHT INTERSECTION BROWNSVILLE HWY,NO ERROR,33394.798461899998000,219697.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,75992,75551,914.986835391905970 +665,1,9,1,31494,1,002,0.010000000000000,6500.000000000000000,West Bound,"After Milepost 0.00 B: BOTHWAYS INTERSECTION SR 529-MAPLE ST, BEGIN ROUTE",NO ERROR,9884.708557129999500,220089.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,183716,21402,580.397312799452610 +666,1,633,1,31517,3037,161,24.210000000000001,48000.000000000000000,Bothways,Before Milepost 24.22 A: BOTHWAYS INTERSECTION 128TH ST E,NO ERROR,38853.137451199997000,122401.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,170210,170743,1321.382864300387400 +667,1,391,1,31522,33,002,1.000000000000000,73000.000000000000000,Bothways,Before Milepost 0.88 A: LEFT CENTER ON RAMP EBEY ISLAND,NO ERROR,83440.897949200007000,8399.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,21630,21366,3863.927861707180000 +668,1,469,2,31524,1196,018,12.580000000000000,32000.000000000000000,Bothways,After Milepost 12.04 A: RIGHT ON RAMP SR 516,NO ERROR,45554.279785200000000,222077.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,184376,131055,5786.959786446403100 +669,1,422,3,31528,2127,090,17.910000000000000,64000.000000000000000,Bothways,Before Milepost 19.85 A: LEFT ON RAMP HIGH POINT RD,NO ERROR,69009.070068400004000,220335.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,104623,103127,21483.978646442680000 +670,1,98,2,31533,2938,167,8.779999999999999,85000.000000000000000,Bothways,After Milepost 7.49 A: RIGHT ON RAMP SR 410,NO ERROR,87999.742187500000000,220344.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,183566,158333,11577.310714676481000 +671,1,415,2,31534,4427,522,13.600000000000000,46000.000000000000000,Bothways,Before Milepost 13.61 A: RIGHT OFF RAMP SR 9,NO ERROR,65875.104736299996000,219895.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,52901,50140,6120.936701047474300 +672,1,415,2,31535,4427,522,13.600000000000000,46000.000000000000000,Bothways,Before Milepost 13.61 A: RIGHT OFF RAMP SR 9,NO ERROR,65875.104736299996000,5337.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,50024,52834,6385.454896773648200 +673,1,371,1,31632,1801,092,2.660000000000000,12000.000000000000000,Bothways,Before Milepost 2.67 A: RIGHT WYE CONNECTION MACHIAS RD,NO ERROR,12905.827270500000000,217414.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,17935,18036,1996.200038507239900 +674,1,257,1,31635,4740,530,3.970000000000000,8600.000000000000000,Bothways,After Milepost 20.91 A: RIGHT WYE CONNECTION SR 9,NO ERROR,12592.134887700000000,201522.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,8285,8289,1047.302470884282700 +675,1,88,1,31656,7497,005LX11796,0.080000000000000,7100.000000000000000,Bothways,"On LX RAMP (CENTER DRIVE) After RIGHT OFF RAMP S111741, LEFT ON RAMP R111840",NO ERROR,9060.018829349999600,7774.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,184869,176043,510.775102985945410 +676,1,283,1,31660,1915,099,25.780000000000001,51000.000000000000000,Bothways,"After Milepost 32.03 A: RIGHT ON RAMP WESTERN AVE, LEFT OFF RAMP WESTERN AVE",NO ERROR,60133.443237300002000,5932.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,84260,83436,1667.841429043673300 +677,1,50,1,31669,4714,531,6.350000000000000,32000.000000000000000,Bothways,"After Milepost 6.34 A: LEFT OFF RAMP SR 5 SB, BEGIN BOTHWAYS BRIDGE SR 5",NO ERROR,34406.229431200001000,8430.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,184823,198776,336.521054012602580 +678,1,464,1,31676,533,018,11.430000000000000,45000.000000000000000,Bothways,Before Milepost 10.91 A: LEFT ON RAMP SR 516,NO ERROR,63382.263183600000000,8755.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,131971,132978,4208.229635886313200 +679,1,97,1,31734,2941,167,7.730000000000000,99000.000000000000000,Bothways,After Milepost 6.44 A: LEFT OFF RAMP SR 512,NO ERROR,99467.071289100000000,7926.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,158654,158670,2419.366543111073500 +680,1,164,1,31745,1106,016,1.100000000000000,93000.000000000000000,Bothways,At Milepost 1.10 A: PTR LOCATION D11,NO ERROR,106695.537476000000000,8035.000000000000000,0.000000000000000,195738.000000000000000,195575.000000000000000,152463,152440,3269.381220439392100 +681,1,420,1,31752,3956,405,24.250000000000000,109000.000000000000000,Bothways,Before Milepost 24.28 A: LEFT ON RAMP NE 195TH ST,NO ERROR,125993.230225000010000,8758.000000000000000,0.000000000000000,195182.000000000000000,195663.000000000000000,53559,52010,3315.225810948111800 +682,1,669,1,31822,2951,167,3.670000000000000,25000.000000000000000,Bothways,"After Milepost 3.66 A: RIGHT INTERSECTION 48TH ST E, BOTHWAYS INTERSECTION 66TH AVE E",NO ERROR,30556.490539599999000,200437.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,156075,156689,2385.983495417067800 +683,1,24,1,31850,1023,005,212.710000000000010,54000.000000000000000,Bothways,"At Milepost 212.66 A: BEGIN INCREASING BRIDGE SR 532, BEGIN DECREASING BRIDGE SR 532",NO ERROR,49719.253418000000000,8275.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,7022,6822,1549.705134706509900 +684,1,364,1,31886,1086,009,29.579999999999998,8400.000000000000000,Bothways,After Milepost 29.57 A: RIGHT INTERSECTION SR 530,NO ERROR,15143.676635700000000,157963.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,8357,8285,601.600706111214780 +685,1,87,1,31900,1324,005,116.470000000000000,112000.000000000000000,Bothways,Before Milepost 116.41 A: RIGHT OFF RAMP MOUNTS RD,NO ERROR,104759.725342000010000,9244.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,176691,176520,3221.298956188760700 +686,1,355,1,31915,5004,900,4.010000000000000,9300.000000000000000,East Bound,After Milepost 9.93 A: RIGHT WYE CONNECTION SR 167,NO ERROR,5289.383071899999800,223595.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,112401,112418,941.190323373390240 +687,1,324,1,31923,4789,527,6.600000000000000,31000.000000000000000,Bothways,Before Milepost 6.61 A: RIGHT WYE CONNECTION MILL CREEK RD,NO ERROR,36517.421386700000000,223758.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,37090,38934,4014.350189967523000 +688,1,181,1,31929,802,003,34.649999999999999,68000.000000000000000,Bothways,"After Milepost 34.67 A: RIGHT CENTER INTERSECTION SR 16, END INCREASING BRIDGE SR 16",NO ERROR,72847.021484400000000,223941.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185953,185935,1602.916944523560500 +689,1,182,1,31931,471,003,36.030000000000001,69000.000000000000000,Bothways,Before Milepost 36.07 A: LEFT ON RAMP SR 304,NO ERROR,73275.520507800000000,223890.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185876,185877,6460.887774792247000 +690,1,179,1,31932,652,016,24.879999999999999,52000.000000000000000,Bothways,After Milepost 27.05 A: RIGHT ON RAMP CLIFTON RD-TREMONT ST,NO ERROR,56856.472900399996000,223984.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185975,185942,6288.806570264469000 +691,1,178,1,31933,857,016,23.910000000000000,46000.000000000000000,Bothways,Before Milepost 26.15 A: LEFT ON RAMP CLIFTON RD-TREMONT ST,NO ERROR,52585.781494100003000,224002.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185977,185980,4302.190586777633100 +692,1,186,2,31936,522,003,39.710000000000001,52000.000000000000000,Bothways,After Milepost 39.75 A: RIGHT ON RAMP AUSTIN DR,NO ERROR,55174.881347700000000,223818.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185890,185892,5750.807736935696100 +693,1,186,2,31937,522,003,39.710000000000001,52000.000000000000000,Bothways,After Milepost 39.75 A: RIGHT ON RAMP AUSTIN DR,NO ERROR,55174.881347700000000,223869.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185864,185865,6337.215854497305400 +694,1,179,1,31946,652,016,24.879999999999999,52000.000000000000000,Bothways,After Milepost 27.05 A: RIGHT ON RAMP CLIFTON RD-TREMONT ST,NO ERROR,56856.472900399996000,224007.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185974,185976,7014.753571779817300 +695,1,178,1,31947,857,016,23.910000000000000,46000.000000000000000,Bothways,Before Milepost 26.15 A: LEFT ON RAMP CLIFTON RD-TREMONT ST,NO ERROR,52585.781494100003000,223980.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185979,185978,4076.794886245125300 +696,1,541,2,31957,4853,525,1.270000000000000,51000.000000000000000,Bothways,After Milepost 1.26 A: RIGHT ON RAMP ALDERWOOD MALL PKWY,NO ERROR,75629.769042999993000,224171.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,186081,38276,7316.304139088586500 +697,1,642,1,32041,3008,162,8.600000000000000,6800.000000000000000,Bothways,After Milepost 10.97 A: RIGHT INTERSECTION ORVILLE RD E,NO ERROR,8372.606399540000000,122045.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,177115,176347,9260.807496692958000 +698,1,125,2,32048,3039,161,20.070000000000000,33000.000000000000000,Bothways,After Milepost 20.06 A: BOTHWAYS INTERSECTION 194TH ST E,NO ERROR,36006.948974600004000,210628.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,176851,177571,3550.112769145504900 +699,1,630,1,32071,3041,161,18.199999999999999,23000.000000000000000,Bothways,After Milepost 18.19 A: BOTHWAYS INTERSECTION 224TH ST E,NO ERROR,23470.504150400000000,113360.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,178786,178500,2284.233480781479100 +700,1,629,1,32134,3043,161,17.309999999999999,14000.000000000000000,Bothways,"After Milepost 17.30 A: RIGHT INTERSECTION 238TH ST E, LEFT INTERSECTION PVT RD",NO ERROR,21277.978027300000000,151056.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,179153,179508,3316.372255876186500 +701,1,107,1,32146,4511,516,9.660000000000000,31000.000000000000000,Bothways,After Milepost 9.38 A: BOTHWAYS INTERSECTION 132ND AVE SE,NO ERROR,33295.594177200001000,226393.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,131467,131487,2950.414669819568200 +702,1,124,1,32162,1289,007,42.000000000000000,14000.000000000000000,Bothways,After Milepost 42.01 A: BOTHWAYS INTERSECTION 260TH ST E,NO ERROR,11116.593597400000000,149587.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,180064,179312,7629.337950058132300 +703,1,570,1,32178,419,007,39.079999999999998,9000.000000000000000,Bothways,"After Milepost 39.09 A: RIGHT INTERSECTION KAPOWSIN HWY, LEFT INTERSECTION 304TH ST E",NO ERROR,10359.521316500000000,154025.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,180687,181094,5296.040849973524000 +704,1,627,1,32179,3044,161,13.160000000000000,9300.000000000000000,Bothways,"After Milepost 13.15 A: RIGHT INTERSECTION KAPOWSIN HWY, LEFT INTERSECTION 304TH ST E",NO ERROR,11232.680450399999000,146370.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,180148,181112,13389.840117183650000 +705,1,628,1,32192,3045,161,13.140000000000001,6800.000000000000000,Bothways,"Before Milepost 13.15 A: RIGHT INTERSECTION KAPOWSIN HWY, LEFT INTERSECTION 304TH ST E",NO ERROR,7105.012084959999800,217124.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,181602,181112,9728.529443270777800 +706,1,569,1,32199,624,007,36.070000000000000,7300.000000000000000,Bothways,"After Milepost 36.08 A: RIGHT INTERSECTION EATONVILLE CUTOFF RD, LEFT INTERSECTION SR 702",NO ERROR,9635.459365840000800,147161.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,182028,181516,7264.455616353435300 +707,1,626,1,32218,3046,161,6.110000000000000,5400.000000000000000,Bothways,After Milepost 6.10 A: LEFT INTERSECTION EATONVILLE CUTOFF RD,NO ERROR,4538.493667599999800,145865.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,182324,182618,13530.371903099220000 +708,1,24,1,32233,1023,005,212.710000000000010,54000.000000000000000,Bothways,"At Milepost 212.66 A: BEGIN INCREASING BRIDGE SR 532, BEGIN DECREASING BRIDGE SR 532",NO ERROR,49719.253418000000000,8278.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,6817,7018,1485.986068734131300 +709,1,74,1,32234,456,005,199.169999999999990,115000.000000000000000,Bothways,"At Milepost 199.11 A: BEGIN INCREASING BRIDGE SR 528, BEGIN DECREASING BRIDGE SR 528",NO ERROR,87279.732421900000000,8306.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,16686,17225,2142.380288458964500 +710,1,421,1,32237,3860,405,24.910000000000000,121000.000000000000000,Bothways,After Milepost 24.92 A: RIGHT ON RAMP NBCD LANE,NO ERROR,143072.928710999990000,5334.000000000000000,0.000000000000000,195784.000000000000000,195783.000000000000000,47622,52019,10534.425002862496000 +711,1,54,2,32343,860,005,205.419999999999990,105000.000000000000000,Bothways,Before Milepost 205.38 A: RIGHT OFF RAMP SR 531,NO ERROR,73815.799804700000000,222085.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,10732,13257,17565.859148189247000 +712,1,707,1,32344,6851,167P102206,0.288000000000000,9000.000000000000000,North Bound,On P1 RAMP (SR 167 NB TO S 212TH ST) After LEFT INTERSECTION SR 167 NB,NO ERROR,8399.246337889999300,218933.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,184279,184278,1878.848280903957900 +713,1,684,1,32345,6894,167R101607,0.232000000000000,9400.000000000000000,South Bound,On R1 RAMP (SR 167 SB TO 15TH ST NW) After LEFT INTERSECTION SR 167 SB,NO ERROR,8345.412658690000200,216449.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,136497,184284,1059.089505538798000 +714,1,479,1,32360,727,018,21.280000000000001,22000.000000000000000,Bothways,After Milepost 20.77 A: LEFT OFF RAMP ISSAQUAH HOBART RD,NO ERROR,26408.091903699999000,221703.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,119188,183444,16458.470336802129000 +715,1,486,1,32402,3234,169,13.869999999999999,34000.000000000000000,Bothways,After Milepost 13.86 A: BOTHWAYS INTERSECTION WITTE RD,NO ERROR,39994.257812500000000,206948.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,125538,125084,935.893701814299450 +716,1,199,1,32412,3653,304,2.000000000000000,18000.000000000000000,Bothways,After Milepost 2.00 A: BOTHWAYS INTERSECTION NAVAL AVE,NO ERROR,11267.699462900000000,223646.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,94578,94551,1305.108454033432500 +717,1,146,1,32416,918,003,52.350000000000001,29000.000000000000000,Bothways,Before Milepost 52.41 A: RIGHT OFF RAMP SR 305,NO ERROR,36081.232910200000000,223824.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,185915,185917,2644.540349674694900 +718,1,8,1,32486,5866,005S116963,0.072000000000000,5600.000000000000000,South Bound,On S1 RAMP (RAVENNA BLVD TO SR 5 SB) After BOTHWAYS INTERSECTION RAVENNA BLVD,NO ERROR,9343.634826659999800,5581.000000000000000,0.000000000000000,194950.000000000000000,194951.000000000000000,69824,70369,850.303695729355240 +719,1,153,1,32499,3635,305,11.400000000000000,22000.000000000000000,Bothways,Before Milepost 11.43 A: BOTHWAYS INTERSECTION HOSTMARK ST,NO ERROR,17187.634468100001000,110371.000000000000000,2.000000000000000,194975.000000000000000,194976.000000000000000,57725,57477,430.713965143867710 +720,1,152,1,32500,3634,305,11.420000000000000,20000.000000000000000,Bothways,After Milepost 11.43 A: BOTHWAYS INTERSECTION HOSTMARK ST,NO ERROR,20032.838005099999000,216613.000000000000000,2.000000000000000,194978.000000000000000,194976.000000000000000,56854,57477,1221.325450524938300 +721,1,602,1,32523,2243,099,9.279999999999999,26000.000000000000000,Bothways,After Milepost 12.92 A: BOTHWAYS INTERSECTION S 272ND ST,NO ERROR,29678.333725000000000,207098.000000000000000,2.000000000000000,195028.000000000000000,195029.000000000000000,131108,130456,1384.057526836088100 +722,1,713,1,32545,2910,167,25.390000000000001,117000.000000000000000,Bothways,"Before Milepost 24.08 A: RIGHT OFF RAMP SW 43RD ST, LEFT ON RAMP E VALLEY RD",NO ERROR,120817.553467000010000,222074.000000000000000,0.000000000000000,195069.000000000000000,195070.000000000000000,119548,118632,2881.305445670935600 +723,1,601,1,32554,2411,099,8.869999999999999,28000.000000000000000,Bothways,After Milepost 12.51 A: LEFT INTERSECTION 16TH AVE S,NO ERROR,27437.247268700001000,85335.000000000000000,2.000000000000000,195089.000000000000000,195090.000000000000000,132294,132009,708.820083364306700 +724,1,169,1,32555,378,016,6.110000000000000,79000.000000000000000,Bothways,"Before Milepost 8.35 A: LEFT ON RAMP 24TH ST NW, END DECREASING BRIDGE TACOMA NARROWS",NO ERROR,88775.151001000006000,8121.000000000000000,0.000000000000000,195091.000000000000000,195092.000000000000000,145421,183636,4890.205707760102100 +725,1,689,1,32558,2923,167,18.739999999999998,116000.000000000000000,Bothways,Before Milepost 17.43 A: LEFT ON RAMP S 277TH ST,NO ERROR,122919.404541000000000,7495.000000000000000,0.000000000000000,195097.000000000000000,195098.000000000000000,134008,132590,3519.551396514795200 +726,1,600,1,32570,2556,099,7.730000000000000,30000.000000000000000,Bothways,"After Milepost 11.37 A: CENTER INTERSECTION U TURN ROUTE, LEFT INTERSECTION SR 509",NO ERROR,26289.000503499999000,87679.000000000000000,2.000000000000000,195122.000000000000000,195123.000000000000000,185143,134930,759.119433499183740 +727,1,603,1,32597,2000,099,10.550000000000001,26000.000000000000000,Bothways,Before Milepost 14.21 A: LEFT WYE CONNECTION S 252ND ST,NO ERROR,24430.775772100002000,207043.000000000000000,2.000000000000000,195174.000000000000000,195032.000000000000000,127775,128464,1379.653013189827600 +728,1,276,1,32608,2089,099,29.399999999999999,45000.000000000000000,Bothways,Before Milepost 35.67 A: BOTHWAYS INTERSECTION N 50TH ST,NO ERROR,108009.232178000010000,5611.000000000000000,2.000000000000000,195195.000000000000000,195196.000000000000000,72251,72059,259.917904575918900 +729,1,171,1,32632,584,016,7.890000000000000,71000.000000000000000,Bothways,After Milepost 10.11 A: RIGHT ENTRANCE FROM WEIGH STATION,NO ERROR,38123.418396000001000,201915.000000000000000,0.000000000000000,195237.000000000000000,195238.000000000000000,140420,198737,3631.302953021641800 +730,1,170,1,32633,1042,016,6.940000000000000,71000.000000000000000,Bothways,After Milepost 9.16 A: LEFT EXIT TO SR 16 AR (ALTERNATE),NO ERROR,76649.560607899999000,201914.000000000000000,0.000000000000000,195239.000000000000000,195147.000000000000000,198736,144453,4458.432464011488300 +731,1,85,1,32637,421,005,187.259999999999990,168000.000000000000000,Bothways,Before Milepost 187.21 A: LEFT CENTER ON RAMP S EVERETT PARK AND RIDE,NO ERROR,154148.247742000010000,8258.000000000000000,0.000000000000000,195247.000000000000000,195248.000000000000000,29742,31128,6027.412670146743000 +732,1,85,1,32639,421,005,187.259999999999990,168000.000000000000000,Bothways,Before Milepost 187.21 A: LEFT CENTER ON RAMP S EVERETT PARK AND RIDE,NO ERROR,154148.247742000010000,9354.000000000000000,0.000000000000000,195250.000000000000000,195251.000000000000000,31159,29730,6124.033200012811000 +733,1,689,1,32694,2923,167,18.739999999999998,116000.000000000000000,Bothways,Before Milepost 17.43 A: LEFT ON RAMP S 277TH ST,NO ERROR,122919.404541000000000,7493.000000000000000,0.000000000000000,195432.000000000000000,195433.000000000000000,132616,134006,3452.066066426558800 +734,1,151,1,32723,3632,305,12.810000000000000,32000.000000000000000,Bothways,"After Milepost 12.82 A: RIGHT INTERSECTION SR 307-BOND RD NE, LEFT INTERSECTION BOND RD NE",NO ERROR,40460.123901400002000,208628.000000000000000,2.000000000000000,195505.000000000000000,195506.000000000000000,54355,53998,896.461833469835030 +735,1,196,1,32743,3657,304,1.150000000000000,28000.000000000000000,Bothways,Before Milepost 1.11 A: RIGHT WYE CONNECTION FARRAGUT ST (OLD SR 304),NO ERROR,28935.468261700000000,225677.000000000000000,2.000000000000000,195551.000000000000000,195552.000000000000000,95968,186913,314.717571222012050 +736,1,50,1,32789,4714,531,6.350000000000000,32000.000000000000000,Bothways,"After Milepost 6.34 A: LEFT OFF RAMP SR 5 SB, BEGIN BOTHWAYS BRIDGE SR 5",NO ERROR,34406.229431200001000,248286.000000000000000,0.000000000000000,195630.000000000000000,195631.000000000000000,198778,198777,1183.975616575848600 +737,1,694,1,32793,2921,167,19.780000000000001,121000.000000000000000,Bothways,After Milepost 18.45 A: RIGHT ON RAMP S 277TH ST,NO ERROR,127058.287505999990000,9180.000000000000000,0.000000000000000,195640.000000000000000,195641.000000000000000,131272,128055,6264.538346368890400 +738,1,421,1,32802,3860,405,24.910000000000000,121000.000000000000000,Bothways,After Milepost 24.92 A: RIGHT ON RAMP NBCD LANE,NO ERROR,143072.928710999990000,8757.000000000000000,0.000000000000000,195663.000000000000000,194933.000000000000000,52010,183764,9318.014997783240700 +739,1,604,1,32846,2358,099,15.830000000000000,24000.000000000000000,Bothways,"After Milepost 19.47 A: CENTER INTERSECTION MEDIAN XROAD, BOTHWAYS INTERSECTION S 170TH ST",NO ERROR,20794.283432000000000,9496.000000000000000,2.000000000000000,195709.000000000000000,195419.000000000000000,116852,116455,942.650843881087670 +740,1,116,1,32853,3239,181,0.030000000000000,31000.000000000000000,Bothways,After Milepost 5.34 A: BOTHWAYS WYE CONNECTION SR 516,NO ERROR,28018.746307400001000,80838.000000000000000,2.000000000000000,195720.000000000000000,194885.000000000000000,127492,127142,691.800774812918230 +741,1,598,1,32858,2609,099,5.460000000000000,32000.000000000000000,Bothways,"After Milepost 9.10 A: RIGHT INTERSECTION S 333RD ST, CENTER INTERSECTION MEDIAN XROAD",NO ERROR,18509.604705800000000,92583.000000000000000,2.000000000000000,195728.000000000000000,195729.000000000000000,140108,141261,1975.884865729429700 +742,1,688,1,32861,2924,167,17.609999999999999,116000.000000000000000,Bothways,After Milepost 16.28 A: RIGHT ON RAMP 15TH ST NW,NO ERROR,122752.400878999990000,7506.000000000000000,0.000000000000000,195733.000000000000000,195639.000000000000000,136541,135157,3050.688535420071700 +743,1,166,1,32862,648,016,3.030000000000000,80000.000000000000000,Bothways,After Milepost 3.02 A: RIGHT ON RAMP ORCHARD ST,NO ERROR,100944.831726000000000,8015.000000000000000,0.000000000000000,195735.000000000000000,195736.000000000000000,150272,149722,1203.121188041014200 +744,1,165,1,32864,917,016,1.910000000000000,89000.000000000000000,Bothways,Before Milepost 1.92 A: LEFT ON RAMP ORCHARD ST,NO ERROR,105362.537719999990000,8034.000000000000000,0.000000000000000,195742.000000000000000,195434.000000000000000,152100,152474,2112.234984433311600 +745,1,699,1,32871,2917,167,22.399999999999999,106000.000000000000000,Bothways,Before Milepost 21.09 A: LEFT ON RAMP 84TH AVE SE,NO ERROR,115038.362731999990000,220012.000000000000000,0.000000000000000,195761.000000000000000,195762.000000000000000,127116,124065,7297.989941737805600 +746,1,687,1,32878,6841,167Q101628,0.102000000000000,7600.000000000000000,North Bound,On Q1 RAMP (15TH ST NW TO SR 167 NB) After BOTHWAYS INTERSECTION LX01577-15TH ST NW,NO ERROR,7097.195312500000000,207302.000000000000000,0.000000000000000,195773.000000000000000,195733.000000000000000,184282,136541,957.756266658847610 +747,1,685,1,32880,6881,167S101553,0.050000000000000,8400.000000000000000,South Bound,On S1 RAMP (15TH ST NW TO SR 167 SB) After BOTHWAYS INTERSECTION LX01577-15TH ST NW,NO ERROR,8886.222595209999800,216447.000000000000000,0.000000000000000,195776.000000000000000,195777.000000000000000,184284,137389,941.158703444299820 +748,1,84,1,32883,526,005,194.630000000000000,123000.000000000000000,Bothways,After Milepost 194.56 A: LEFT ON RAMP MARINE VIEW DR,NO ERROR,123058.411743000000000,222055.000000000000000,0.000000000000000,195780.000000000000000,195781.000000000000000,20592,21107,2569.143326879675000 +749,1,699,1,32890,2917,167,22.399999999999999,106000.000000000000000,Bothways,Before Milepost 21.09 A: LEFT ON RAMP 84TH AVE SE,NO ERROR,115038.362731999990000,7447.000000000000000,0.000000000000000,195792.000000000000000,195468.000000000000000,123991,126970,7235.114974846859700 +750,1,714,1,32891,2908,167,27.149999999999999,118000.000000000000000,Bothways,Before Milepost 25.84 A: RIGHT OFF RAMP SR 405,NO ERROR,118616.350676999990000,220036.000000000000000,0.000000000000000,195793.000000000000000,195038.000000000000000,114692,183682,4626.218628476518500 +751,1,686,1,32907,6855,167P101546,0.240000000000000,8500.000000000000000,North Bound,On P1 RAMP (SR 167 NB TO 15TH ST NW) After LEFT INTERSECTION SR 167 NB,NO ERROR,10088.400878900000000,221347.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,184280,184282,1622.473404640072000 +752,1,589,1,32909,6167,018R101352,0.400000000000000,2600.000000000000000,West Bound,On R1 RAMP (SR 18 WB TO SE 256TH ST) After LEFT INTERSECTION SR 18 WB,NO ERROR,1568.947387700000000,221440.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,184381,184379,2681.571426177289600 +753,1,610,1,32938,2198,099,19.210000000000001,30000.000000000000000,Bothways,At Milepost 25.39 A: BEGIN BOTHWAYS BRIDGE CLOVERDALE ST,NO ERROR,48425.738159200002000,6817.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,102954,105043,4305.377851682499600 +754,1,173,1,32948,585,016,10.080000000000000,66000.000000000000000,Bothways,After Milepost 12.30 A: LEFT OFF RAMP WOLLOCHET DR NW,NO ERROR,70254.897216800004000,8130.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,136001,134225,4750.741582111004400 +755,1,166,1,32949,648,016,3.030000000000000,80000.000000000000000,Bothways,After Milepost 3.02 A: RIGHT ON RAMP ORCHARD ST,NO ERROR,100944.831726000000000,8017.000000000000000,0.000000000000000,195751.000000000000000,194846.000000000000000,149725,150366,1424.749924021843500 +756,1,714,1,32954,2908,167,27.149999999999999,118000.000000000000000,Bothways,Before Milepost 25.84 A: RIGHT OFF RAMP SR 405,NO ERROR,118616.350676999990000,225880.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,187071,114681,5371.074097115351800 +757,1,640,1,32963,3018,161,35.740000000000002,27000.000000000000000,Bothways,"Before Milepost 35.75 A: RIGHT INTERSECTION S 356TH ST, LEFT INTERSECTION S 356TH ST",NO ERROR,26256.652832000000000,94858.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,145402,144599,1885.738958433976200 +758,1,636,1,32975,3027,161,31.280000000000001,15000.000000000000000,Bothways,Before Milepost 31.29 A: RIGHT INTERSECTION 102ND AVE E,NO ERROR,14382.277343800000000,118854.000000000000000,2.000000000000000,0.000000000000000,0.000000000000000,154494,155845,4475.855521886454000 +759,1,283,1,32983,1915,099,25.780000000000001,51000.000000000000000,Bothways,"After Milepost 32.03 A: RIGHT ON RAMP WESTERN AVE, LEFT OFF RAMP WESTERN AVE",NO ERROR,60133.443237300002000,5927.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,83426,84251,1671.732707742704000 +760,1,54,2,33048,860,005,205.419999999999990,105000.000000000000000,Bothways,Before Milepost 205.38 A: RIGHT OFF RAMP SR 531,NO ERROR,73815.799804700000000,248426.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,13260,10777,17256.639548064395000 +761,1,167,1,33058,1107,016,4.140000000000000,72000.000000000000000,Bothways,Before Milepost 4.15 A: LEFT ON RAMP JACKSON AVE,NO ERROR,86180.094482400003000,8007.000000000000000,0.000000000000000,194845.000000000000000,194843.000000000000000,148135,148088,1401.770418381922400 +762,1,269,1,34024,2431,099,40.549999999999997,30000.000000000000000,Bothways,Before Milepost 46.83 A: LEFT WYE CONNECTION SR 524,NO ERROR,22026.201477099999000,213773.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199318,199316,393.756161290358590 +763,1,304,1,34046,4392,522,7.200000000000000,44000.000000000000000,Bothways,Before Milepost 7.21 A: BOTHWAYS INTERSECTION 68TH AVE NE,NO ERROR,39425.354999499999000,202101.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199298,199299,547.135998684702710 +764,1,273,1,34051,2427,099,34.170000000000002,30000.000000000000000,Bothways,Before Milepost 40.44 A: RIGHT WYE CONNECTION N ROOSEVELT WAY,NO ERROR,18432.154995000001000,202297.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,198897,198872,549.982921573413590 +765,1,266,1,34056,1853,099,43.930000000000000,30000.000000000000000,Bothways,Before Milepost 50.21 A: LEFT WYE CONNECTION 148TH ST SW,NO ERROR,33434.333068799999000,213377.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,198917,198918,2430.957526529028200 +766,1,195,1,34064,3658,304,0.250000000000000,28000.000000000000000,Bothways,After Milepost 0.19 A: LEFT OFF RAMP SR 3 NB,NO ERROR,32284.761436500001000,201257.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199364,199290,3101.513178811839700 +767,1,303,1,34066,4464,522,5.880000000000000,46000.000000000000000,Bothways,After Milepost 5.87 A: LEFT WYE CONNECTION SR 104,NO ERROR,51214.641078900000000,202148.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,198895,198896,436.072071271254690 +768,1,599,1,34108,1955,099,6.400000000000000,29000.000000000000000,Bothways,After Milepost 10.04 A: RIGHT INTERSECTION S 318TH PL,NO ERROR,21076.866966199999000,90032.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,198886,199288,1094.734016332568000 +769,1,168,1,34111,649,016,5.020000000000000,79000.000000000000000,Bothways,After Milepost 5.01 A: LEFT OFF RAMP JACKSON AVE,NO ERROR,88775.151001000006000,8138.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199023,199413,1887.092101307209800 +770,1,168,1,34141,649,016,5.020000000000000,79000.000000000000000,Bothways,After Milepost 5.01 A: LEFT OFF RAMP JACKSON AVE,NO ERROR,88775.151001000006000,219966.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199092,199415,1281.366758763581600 +771,1,713,1,34145,2910,167,25.390000000000001,117000.000000000000000,Bothways,"Before Milepost 24.08 A: RIGHT OFF RAMP SW 43RD ST, LEFT ON RAMP E VALLEY RD",NO ERROR,120817.553467000010000,7286.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199463,199494,4036.597153732958800 +772,1,272,1,34178,1846,099,34.719999999999999,28000.000000000000000,Bothways,After Milepost 40.97 A: BOTHWAYS INTERSECTION N 155TH ST,NO ERROR,18613.034912100000000,202245.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199293,198892,1242.060070725381100 +773,1,420,1,34186,3956,405,24.250000000000000,109000.000000000000000,Bothways,Before Milepost 24.28 A: LEFT ON RAMP NE 195TH ST,NO ERROR,125993.230225000010000,5345.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199394,199511,2048.105921125888500 +774,1,169,1,34191,378,016,6.110000000000000,79000.000000000000000,Bothways,"Before Milepost 8.35 A: LEFT ON RAMP 24TH ST NW, END DECREASING BRIDGE TACOMA NARROWS",NO ERROR,88775.151001000006000,219965.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199413,199472,4865.903151620264900 +775,1,305,1,34200,4342,522,7.220000000000000,38000.000000000000000,Bothways,After Milepost 7.21 A: BOTHWAYS INTERSECTION 68TH AVE NE,NO ERROR,25018.335712399999000,202099.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199125,199298,1531.062799136124300 +776,1,694,1,34241,2921,167,19.780000000000001,121000.000000000000000,Bothways,After Milepost 18.45 A: RIGHT ON RAMP S 277TH ST,NO ERROR,127058.287505999990000,7480.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199469,199638,6891.466012998362200 +777,1,301,1,34249,4445,522,4.230000000000000,40000.000000000000000,Bothways,"After Milepost 4.22 A: RIGHT INTERSECTION NE 145TH ST, LEFT INTERSECTION SR 523-NE 145TH ST",NO ERROR,46036.898212400003000,16303.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,198865,199300,1357.973267643347100 +778,1,683,1,34263,2926,167,16.270000000000000,116000.000000000000000,Bothways,After Milepost 14.94 A: RIGHT ON RAMP SR 18 WB,NO ERROR,126433.416503999990000,7528.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199431,199734,3776.730501376955100 +779,1,708,1,34264,2912,167,23.969999999999999,117000.000000000000000,Bothways,"After Milepost 22.64 A: RIGHT ON RAMP S 212TH ST, LEFT OFF RAMP S 212TH ST",NO ERROR,120926.551024999990000,9144.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199494,199724,6074.682067837407900 +780,1,708,1,34265,2912,167,23.969999999999999,117000.000000000000000,Bothways,"After Milepost 22.64 A: RIGHT ON RAMP S 212TH ST, LEFT OFF RAMP S 212TH ST",NO ERROR,120926.551024999990000,7345.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199715,199069,6397.789379951695100 +781,1,167,1,34268,1107,016,4.140000000000000,72000.000000000000000,Bothways,Before Milepost 4.15 A: LEFT ON RAMP JACKSON AVE,NO ERROR,86180.094482400003000,8008.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199495,199750,3569.035370160795100 +782,1,164,1,34270,1106,016,1.100000000000000,93000.000000000000000,Bothways,At Milepost 1.10 A: PTR LOCATION D11,NO ERROR,106695.537476000000000,8040.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199435,199739,3142.748234552584100 +783,1,267,1,34293,2018,099,42.590000000000003,31000.000000000000000,Bothways,After Milepost 48.85 A: RIGHT WYE CONNECTION 168TH ST SW,NO ERROR,31606.401855500000000,213493.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199325,199650,915.813771497168200 +784,1,164,1,34307,1106,016,1.100000000000000,93000.000000000000000,Bothways,At Milepost 1.10 A: PTR LOCATION D11,NO ERROR,106695.537476000000000,8035.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199738,199575,3269.381220341827900 +785,1,302,1,34317,4516,522,5.810000000000000,37000.000000000000000,Bothways,Before Milepost 5.82 A: LEFT WYE CONNECTION SR 104,NO ERROR,42941.460775400003000,202167.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,198963,198894,556.161347185988690 +786,1,166,1,34322,648,016,3.030000000000000,80000.000000000000000,Bothways,After Milepost 3.02 A: RIGHT ON RAMP ORCHARD ST,NO ERROR,100944.831726000000000,8017.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199751,198846,1424.749924022008600 +787,1,170,2,34389,1042,016,6.940000000000000,71000.000000000000000,Bothways,After Milepost 9.16 A: LEFT EXIT TO SR 16 AR (ALTERNATE),NO ERROR,76649.560607899999000,8129.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199146,199741,7807.700862911410700 +788,1,165,1,34390,917,016,1.910000000000000,89000.000000000000000,Bothways,Before Milepost 1.92 A: LEFT ON RAMP ORCHARD ST,NO ERROR,105362.537719999990000,8030.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199576,198848,2310.276562902186900 +789,1,8,1,34408,5866,005S116963,0.072000000000000,5600.000000000000000,South Bound,On S1 RAMP (RAVENNA BLVD TO SR 5 SB) After BOTHWAYS INTERSECTION RAVENNA BLVD,NO ERROR,9343.634826659999800,5581.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,198950,198951,850.303625801991640 +790,1,602,1,34416,2243,099,9.279999999999999,26000.000000000000000,Bothways,After Milepost 12.92 A: BOTHWAYS INTERSECTION S 272ND ST,NO ERROR,29678.333725000000000,207098.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199028,199029,1384.057527158330000 +791,1,713,1,34422,2910,167,25.390000000000001,117000.000000000000000,Bothways,"Before Milepost 24.08 A: RIGHT OFF RAMP SW 43RD ST, LEFT ON RAMP E VALLEY RD",NO ERROR,120817.553467000010000,222074.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199069,199070,2881.305359010691100 +792,1,152,1,34449,3634,305,11.420000000000000,20000.000000000000000,Bothways,After Milepost 11.43 A: BOTHWAYS INTERSECTION HOSTMARK ST,NO ERROR,20032.838005099999000,216613.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,198978,198976,1221.325131005861300 +793,1,167,1,34471,1107,016,4.140000000000000,72000.000000000000000,Bothways,Before Milepost 4.15 A: LEFT ON RAMP JACKSON AVE,NO ERROR,86180.094482400003000,8007.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,198845,198843,1401.770416408210400 +794,1,169,1,34492,378,016,6.110000000000000,79000.000000000000000,Bothways,"Before Milepost 8.35 A: LEFT ON RAMP 24TH ST NW, END DECREASING BRIDGE TACOMA NARROWS",NO ERROR,88775.151001000006000,8121.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199091,199092,4890.205723213483000 +795,1,603,1,34515,2000,099,10.550000000000001,26000.000000000000000,Bothways,Before Milepost 14.21 A: LEFT WYE CONNECTION S 252ND ST,NO ERROR,24430.775772100002000,207043.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199174,199032,1379.653013188784400 +796,1,153,1,34528,3635,305,11.400000000000000,22000.000000000000000,Bothways,Before Milepost 11.43 A: BOTHWAYS INTERSECTION HOSTMARK ST,NO ERROR,17187.634468100001000,110371.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,198975,198976,430.713965143959290 +797,1,420,1,34541,3956,405,24.250000000000000,109000.000000000000000,Bothways,Before Milepost 24.28 A: LEFT ON RAMP NE 195TH ST,NO ERROR,125993.230225000010000,8758.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199182,199663,3315.225568569028400 +798,1,689,1,34554,2923,167,18.739999999999998,116000.000000000000000,Bothways,Before Milepost 17.43 A: LEFT ON RAMP S 277TH ST,NO ERROR,122919.404541000000000,7495.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199097,199098,3519.551092053976800 +799,1,421,1,34556,3860,405,24.910000000000000,121000.000000000000000,Bothways,After Milepost 24.92 A: RIGHT ON RAMP NBCD LANE,NO ERROR,143072.928710999990000,5334.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199784,199783,10534.424922863080000 +800,1,276,1,34566,2089,099,29.399999999999999,45000.000000000000000,Bothways,Before Milepost 35.67 A: BOTHWAYS INTERSECTION N 50TH ST,NO ERROR,108009.232178000010000,5611.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199195,199196,259.917904591215970 +801,1,85,1,34571,421,005,187.259999999999990,168000.000000000000000,Bothways,Before Milepost 187.21 A: LEFT CENTER ON RAMP S EVERETT PARK AND RIDE,NO ERROR,154148.247742000010000,9354.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199250,199251,6124.032920070893900 +802,1,170,1,34579,1042,016,6.940000000000000,71000.000000000000000,Bothways,After Milepost 9.16 A: LEFT EXIT TO SR 16 AR (ALTERNATE),NO ERROR,76649.560607899999000,201914.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199239,199147,4458.432418829532300 +803,1,601,1,34613,2411,099,8.869999999999999,28000.000000000000000,Bothways,After Milepost 12.51 A: LEFT INTERSECTION 16TH AVE S,NO ERROR,27437.247268700001000,85335.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199089,199090,708.820088232137780 +804,1,600,1,34617,2556,099,7.730000000000000,30000.000000000000000,Bothways,"After Milepost 11.37 A: CENTER INTERSECTION U TURN ROUTE, LEFT INTERSECTION SR 509",NO ERROR,26289.000503499999000,87679.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199122,199123,759.119434299286240 +805,1,171,1,34632,584,016,7.890000000000000,71000.000000000000000,Bothways,After Milepost 10.11 A: RIGHT ENTRANCE FROM WEIGH STATION,NO ERROR,38123.418396000001000,201915.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199237,199238,3631.302825053183400 +806,1,85,1,34633,421,005,187.259999999999990,168000.000000000000000,Bothways,Before Milepost 187.21 A: LEFT CENTER ON RAMP S EVERETT PARK AND RIDE,NO ERROR,154148.247742000010000,8258.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199247,199248,6027.413090001209600 +807,1,50,1,34722,4714,531,6.350000000000000,32000.000000000000000,Bothways,"After Milepost 6.34 A: LEFT OFF RAMP SR 5 SB, BEGIN BOTHWAYS BRIDGE SR 5",NO ERROR,34406.229431200001000,248286.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199630,199631,1183.975459641641000 +808,1,196,1,34727,3657,304,1.150000000000000,28000.000000000000000,Bothways,Before Milepost 1.11 A: RIGHT WYE CONNECTION FARRAGUT ST (OLD SR 304),NO ERROR,28935.468261700000000,225677.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199551,199552,314.717272239766880 +809,1,689,1,34741,2923,167,18.739999999999998,116000.000000000000000,Bothways,Before Milepost 17.43 A: LEFT ON RAMP S 277TH ST,NO ERROR,122919.404541000000000,7493.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199432,199433,3452.066062311855100 +810,1,151,1,34748,3632,305,12.810000000000000,32000.000000000000000,Bothways,"After Milepost 12.82 A: RIGHT INTERSECTION SR 307-BOND RD NE, LEFT INTERSECTION BOND RD NE",NO ERROR,40460.123901400002000,208628.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199505,199506,896.461833481393230 +811,1,421,1,34770,3860,405,24.910000000000000,121000.000000000000000,Bothways,After Milepost 24.92 A: RIGHT ON RAMP NBCD LANE,NO ERROR,143072.928710999990000,8757.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199663,198933,9318.015330438524000 +812,1,687,1,34796,6841,167Q101628,0.102000000000000,7600.000000000000000,North Bound,On Q1 RAMP (15TH ST NW TO SR 167 NB) After BOTHWAYS INTERSECTION LX01577-15TH ST NW,NO ERROR,7097.195312500000000,207302.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199773,199733,957.756246209116630 +813,1,694,1,34800,2921,167,19.780000000000001,121000.000000000000000,Bothways,After Milepost 18.45 A: RIGHT ON RAMP S 277TH ST,NO ERROR,127058.287505999990000,9180.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199640,199641,6264.538055993365600 +814,1,604,1,34807,2358,099,15.830000000000000,24000.000000000000000,Bothways,"After Milepost 19.47 A: CENTER INTERSECTION MEDIAN XROAD, BOTHWAYS INTERSECTION S 170TH ST",NO ERROR,20794.283432000000000,9496.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199709,199419,942.650558419308030 +815,1,166,1,34808,648,016,3.030000000000000,80000.000000000000000,Bothways,After Milepost 3.02 A: RIGHT ON RAMP ORCHARD ST,NO ERROR,100944.831726000000000,8015.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199735,199736,1203.121359529957800 +816,1,165,1,34809,917,016,1.910000000000000,89000.000000000000000,Bothways,Before Milepost 1.92 A: LEFT ON RAMP ORCHARD ST,NO ERROR,105362.537719999990000,8034.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199742,199434,2112.234446041847100 +817,1,699,1,34810,2917,167,22.399999999999999,106000.000000000000000,Bothways,Before Milepost 21.09 A: LEFT ON RAMP 84TH AVE SE,NO ERROR,115038.362731999990000,220012.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199761,199762,7297.989935337810500 +818,1,688,1,34821,2924,167,17.609999999999999,116000.000000000000000,Bothways,After Milepost 16.28 A: RIGHT ON RAMP 15TH ST NW,NO ERROR,122752.400878999990000,7506.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199733,199639,3050.688197558005900 +819,1,685,1,34824,6881,167S101553,0.050000000000000,8400.000000000000000,South Bound,On S1 RAMP (15TH ST NW TO SR 167 SB) After BOTHWAYS INTERSECTION LX01577-15TH ST NW,NO ERROR,8886.222595209999800,216447.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199776,199777,941.158850979315160 +820,1,699,1,34828,2917,167,22.399999999999999,106000.000000000000000,Bothways,Before Milepost 21.09 A: LEFT ON RAMP 84TH AVE SE,NO ERROR,115038.362731999990000,7447.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199792,199468,7235.114778237855700 +821,1,714,1,34829,2908,167,27.149999999999999,118000.000000000000000,Bothways,Before Milepost 25.84 A: RIGHT OFF RAMP SR 405,NO ERROR,118616.350676999990000,220036.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199793,199038,4626.218542859396600 +822,1,116,1,34837,3239,181,0.030000000000000,31000.000000000000000,Bothways,After Milepost 5.34 A: BOTHWAYS WYE CONNECTION SR 516,NO ERROR,28018.746307400001000,80838.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199720,198885,691.800772268267680 +823,1,598,1,34840,2609,099,5.460000000000000,32000.000000000000000,Bothways,"After Milepost 9.10 A: RIGHT INTERSECTION S 333RD ST, CENTER INTERSECTION MEDIAN XROAD",NO ERROR,18509.604705800000000,92583.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199728,199729,1975.884865744587400 +824,1,84,1,34847,526,005,194.630000000000000,123000.000000000000000,Bothways,After Milepost 194.56 A: LEFT ON RAMP MARINE VIEW DR,NO ERROR,123058.411743000000000,222055.000000000000000,0.000000000000000,0.000000000000000,0.000000000000000,199780,199781,2569.143028461442600 \ No newline at end of file diff --git a/inputs/skim_params/bike_walk_matrix_dict.json b/inputs/skim_params/bike_walk_matrix_dict.json new file mode 100644 index 00000000..42d50fb9 --- /dev/null +++ b/inputs/skim_params/bike_walk_matrix_dict.json @@ -0,0 +1,6 @@ +{"walk":{"time" : "walkt", "description" : "walk time", + "demand" : "walk", "modes" : ["w", "x"], + "intrazonal_time" : "izwtim"}, + "bike":{"time" : "biket", "description" : "bike time", + "demand" : "bike", "modes" : ["k", "l", "q"], + "intrazonal_time" : "izbtim"}} \ No newline at end of file diff --git a/inputs/skim_params/demand_matrix_dictionary.json b/inputs/skim_params/demand_matrix_dictionary.json index 129d188c..c0d2a90a 100644 --- a/inputs/skim_params/demand_matrix_dictionary.json +++ b/inputs/skim_params/demand_matrix_dictionary.json @@ -61,12 +61,6 @@ (6,1,7):trnst (6,2,7):trnst (6,3,7):trnst -(8,1,0):trnst -(8,2,0):trnst -(8,3,0):trnst -(8,1,1):trnst -(8,2,1):trnst -(8,3,1):trnst (9,1,1):lttrk (10,1,1):metrk (11,1,1):hvtrk diff --git a/inputs/skim_params/emme_bank_dimensions.json b/inputs/skim_params/emme_bank_dimensions.json index 07cde550..2dbaf95b 100644 --- a/inputs/skim_params/emme_bank_dimensions.json +++ b/inputs/skim_params/emme_bank_dimensions.json @@ -13,5 +13,5 @@ "full_matrices": 125, "scenarios": 10, "origin_matrices": 125, - "transit_vehicles": 30 + "transit_vehicles": 35 } diff --git a/inputs/skim_params/general_path_based_assignment.json b/inputs/skim_params/general_path_based_assignment.json index 819d536a..b198e190 100644 --- a/inputs/skim_params/general_path_based_assignment.json +++ b/inputs/skim_params/general_path_based_assignment.json @@ -185,8 +185,8 @@ "background_traffic": null, "stopping_criteria": { "max_iterations": 10, - "best_relative_gap": 0.05, - "relative_gap": 0.01, + "best_relative_gap": 0.01, + "relative_gap": 0.0001, "normalized_gap": 0.01 } } diff --git a/inputs/skim_params/vdfs.json b/inputs/skim_params/vdfs.json deleted file mode 100644 index 1b282fad..00000000 --- a/inputs/skim_params/vdfs.json +++ /dev/null @@ -1,31 +0,0 @@ -c Early AM Time Period (5am to 6am) -t functions init -a fd1 =put((length * 60 / ul2) * (1 + .72 * (1.0 * (volau + el2) / (ul1 - * lanes)) ^ 7.2)) + length * (0 .max. (-.5639 + put(get(1) / - length) * (.6398 + get(2) * (-.0712 + get(2) * (.0004 - .00009 - * get(2)))))) -a fd3 =put((length * 60 / ul2) * (1 + .56 * (1.0 * (volau + el2) / (ul1 - * lanes)) ^ 6)) + length * (0 .max. (-.5639 + put(get(1) / - length) * (.6398 + get(2) * (-.0712 + get(2) * (.0004 - .00009 - * get(2)))))) -a fd5 =(length * 60 / ul2) * (1 + .6 * put(1.0 * (volau + el2) / (ul1 * - lanes)) ^ 5.8) + el1 / ((1 - get(1)) .max. .25) -a fd7 =(length * 60 / ul2) * (1 + .6 * put(1.0 * (volau + el2) / (ul1 * - lanes)) ^ 5.6) + el1 / ((1 - get(1)) .max. .25) -a fd9 =(length * 60 / ul2) -a fd31 =ul2 + 10 + 60 / lanes * (sqrt(1 + (1.0 * ((volau + el2) / ul1) - / lanes) ^ 2) - 1) -a fd40 =ul2 -a ft4 =ul2 -a ft5 =ul2 -a ft6 =0 -a ft7 =11 * length -a ft11 =1.64934 * timau .min. (length * 12) -a ft12 =2.044616 * timau .min. (length * 12) -a ft13 =2.013138 * timau .min. (length * 12) -a ft14 =1.331 * timau -a ft15 =1.64934 * timau .min. (length * 12) -a ft16 =1.5 * timau .min. (length * 12) -a fp1 =up1 / 100 -a fp2 =0 - diff --git a/inputs/supplemental/externals.csv b/inputs/supplemental/externals.csv index 6eb38e58..454be5ad 100644 --- a/inputs/supplemental/externals.csv +++ b/inputs/supplemental/externals.csv @@ -1,19 +1,19 @@ taz,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24 -3733,0,2578,11926,32742,1395,0,0,0,0,1893,8352,22924,1395,0,0,0,4580,2131,5929,6481,2187,2980,4642,6036 -3734,0,206,1507,4145,0,0,0,0,0,0,779,2149,0,0,0,0,3030,3395,3921,4289,126,170,266,346 -3735,0,0,260,712,71,0,0,0,0,47,316,868,71,0,0,0,219,246,285,312,21,30,47,62 -3736,0,0,79,216,0,0,0,0,0,0,40,108,0,0,0,0,353,395,457,499,5,7,11,13 +3733,0,2628,12159,33381,1422,5694,0,0,0,1930,8515,23372,1422,5694,0,0,4669,5231,6045,6608,2230,3038,4733,6154 +3734,0,194,1422,3912,0,1141,0,0,0,0,735,2028,0,1141,0,0,2860,3204,3701,4048,119,160,251,327 +3735,0,0,197,541,54,102,0,0,0,36,240,659,54,102,0,0,166,187,216,237,16,23,36,47 +3736,0,0,101,277,0,56,0,0,0,0,51,139,0,56,0,0,453,507,586,640,6,9,14,17 3737,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 -3738,0,0,91,222,38,0,0,0,0,0,20,55,0,0,0,0,30,34,39,42,7,9,13,18 -3739,0,0,958,2631,0,0,0,0,0,0,958,2631,0,0,0,0,446,498,576,629,228,309,482,626 -3740,0,10,200,547,79,0,0,0,0,0,128,354,10,0,0,0,69,77,90,98,24,31,50,65 +3738,0,0,92,253,43,22,0,0,0,0,23,63,0,22,0,0,34,39,44,48,8,10,15,21 +3739,0,0,2296,6301,0,1474,0,0,0,0,2296,6301,0,1474,0,0,1069,1193,1380,1507,547,740,1155,1500 +3740,0,24,472,1293,189,248,0,0,0,0,302,839,24,248,0,0,165,180,170,230,57,74,117,153 3741,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 -3742,0,0,146,399,49,0,0,0,0,0,91,250,0,0,0,0,71,79,91,100,16,22,34,45 -3743,0,0,271,748,85,0,0,0,0,0,87,242,0,0,0,0,131,147,171,188,17,22,30,42 -3744,0,720,6805,18683,1806,0,0,0,0,361,5236,14374,1806,0,0,0,2312,2592,2993,3275,948,1292,2013,2620 -3745,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0 -3746,0,0,3385,9290,451,0,0,0,0,0,1694,4648,0,0,0,0,1587,1778,2055,2246,255,346,541,703 -3747,0,118,699,1920,0,0,0,0,0,0,572,1572,0,0,0,0,469,525,606,663,49,66,104,136 -3748,0,0,3056,8393,227,0,0,0,0,227,305,838,227,0,0,0,800,896,1036,1132,263,359,557,726 -3749,0,0,2436,6689,284,0,0,0,0,284,1704,4679,284,0,0,0,1095,1227,1417,1550,244,330,517,672 -3750,0,29,723,1982,0,0,0,0,0,29,144,396,121,0,0,0,275,308,355,389,20,28,42,56 +3742,0,0,228,623,77,45,0,0,0,0,142,391,0,45,0,0,111,123,142,156,25,34,53,70 +3743,0,0,154,424,48,36,0,0,0,0,49,137,0,36,0,0,74,83,97,107,10,12,17,24 +3744,0,603,5696,15637,1512,4835,0,0,0,302,4382,12030,1512,4835,0,0,1935,2169,2505,2741,793,1081,1685,2193 +3745,0,117,1109,3046,294,942,0,0,0,0,854,2344,294,942,0,0,377,423,488,534,155,211,328,427 +3746,0,0,3322,9116,443,437,0,0,0,0,1662,4561,0,437,0,0,1557,1745,2017,2204,250,340,531,690 +3747,0,110,654,1797,0,225,0,0,0,0,535,1471,0,225,0,0,439,491,567,620,46,62,97,127 +3748,0,0,3255,8940,242,1098,0,0,0,242,325,893,242,1098,0,0,852,954,1103,1206,280,382,593,773 +3749,0,0,2376,6524,277,1238,0,0,0,277,1662,4563,277,1238,0,0,1068,1197,1382,1512,238,322,504,655 +3750,0,32,808,2215,0,297,0,0,0,32,161,443,135,297,0,0,307,344,397,435,22,31,47,63 diff --git a/inputs/trucks/origin_emp_dict.txt b/inputs/trucks/origin_emp_dict.txt new file mode 100644 index 00000000..f967f895 --- /dev/null +++ b/inputs/trucks/origin_emp_dict.txt @@ -0,0 +1,2 @@ +{"ret1" : "109", "ret2" : "110", "ret3" : "111", "fires1" : "112", "fires2" : "113", "fires3" : "114", + "gov1" : "115", "gov2" : "116", "gov3" : "117","edu" : "118", "wtcu" : "119", "manu" : "120"} \ No newline at end of file diff --git a/inputs/trucks/truck_emp_dict.txt b/inputs/trucks/truck_emp_dict.txt new file mode 100644 index 00000000..adadd54c --- /dev/null +++ b/inputs/trucks/truck_emp_dict.txt @@ -0,0 +1,4 @@ +{"agffsh" : "agshar * manu", "mining" : "minshr * manu", "manup" : "prodsh*manu", + "manue" : "eqshar * manu", "tcu" : "tcushr * wtcu", "whls" : "whlssh * wtcu", + "retail" : "ret1 + ret2 + ret3", "fires" : "fires1 + fires2 + fires3", + "govedu" : "gov1 + gov2 + gov3 + edu"} \ No newline at end of file diff --git a/inputs/trucks/truck_tod_factor_dict.txt b/inputs/trucks/truck_tod_factor_dict.txt new file mode 100644 index 00000000..9a4fb77f --- /dev/null +++ b/inputs/trucks/truck_tod_factor_dict.txt @@ -0,0 +1,6 @@ +{"lttrk" : {"daily_trips" : "mflgtod", + "am" : ".194", "md" : ".346", "pm" : ".240", "ev" : ".126", "ni" : ".094"}, + "mdtrk" : {"daily_trips" : "mfmedod", + "am" : ".208", "md" : ".417", "pm" : ".204", "ev" : ".095", "ni" : ".076"}, + "hvtrk" : {"daily_trips" : "mfhvyod", + "am" : ".209", "md" : ".417", "pm" : ".189", "ev" : ".071", "ni" : ".063"}} \ No newline at end of file diff --git a/logcontroller.py b/logcontroller.py new file mode 100644 index 00000000..c2ca5401 --- /dev/null +++ b/logcontroller.py @@ -0,0 +1,44 @@ +#Copyright [2014] [Puget Sound Regional Council] + +#Licensed under the Apache License, Version 2.0 (the "License"); +#you may not use this file except in compliance with the License. +#You may obtain a copy of the License at + +# http://www.apache.org/licenses/LICENSE-2.0 + +#Unless required by applicable law or agreed to in writing, software +#distributed under the License is distributed on an "AS IS" BASIS, +#WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +#See the License for the specific language governing permissions and +#limitations under the License. + +import logging +from input_configuration import * +from functools import wraps +from time import time +import datetime +import os + +def setup_custom_logger(name): + logging.basicConfig(filename=main_log_file,format='%(asctime)s %(message)s', datefmt='%m/%d/%Y %I:%M:%S %p') + handler = logging.StreamHandler() + logger = logging.getLogger(name) + logger.setLevel(logging.INFO) + logger.addHandler(handler) + return logger + +def timed(f): + @wraps(f) + def wrapper(*args, **kwds): + main_logger = logging.getLogger('main_logger') + + start = datetime.datetime.now() + main_logger.info(" %s starting" % (f.__name__)) + + result = f(*args, **kwds) + + elapsed = datetime.datetime.now() - start + main_logger.info("%s took %s" % (f.__name__, str(elapsed))) + return result + return wrapper + diff --git a/output_templates/NetworkSummaryTemplate.xlsx b/output_templates/NetworkSummaryTemplate.xlsx index bdf7fafd..7142cd29 100644 Binary files a/output_templates/NetworkSummaryTemplate.xlsx and b/output_templates/NetworkSummaryTemplate.xlsx differ diff --git a/run_soundcast.py b/run_soundcast.py index 2b89fce7..05c5df65 100644 --- a/run_soundcast.py +++ b/run_soundcast.py @@ -1,3 +1,17 @@ +#Copyright [2014] [Puget Sound Regional Council] + +#Licensed under the Apache License, Version 2.0 (the "License"); +#you may not use this file except in compliance with the License. +#You may obtain a copy of the License at + +# http://www.apache.org/licenses/LICENSE-2.0 + +#Unless required by applicable law or agreed to in writing, software +#distributed under the License is distributed on an "AS IS" BASIS, +#WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +#See the License for the specific language governing permissions and +#limitations under the License. + #!python.exe # PSRC SoundCast Model Runner # =========================== @@ -11,20 +25,20 @@ from shutil import copy2 as shcopy from distutils import dir_util import re +import logging +import logcontroller import inro.emme.database.emmebank as _eb import random +import datetime import shutil sys.path.append(os.path.join(os.getcwd(),"inputs")) from input_configuration import * from sc_email import * from data_wrangling import * -# Create text file to log model performance -logfile = open(main_log_file, 'wb') -time_start = datetime.datetime.now() -print "\nSoundCast run: start time:", time_start +@timed def parcel_buffering(): copy_parcel_buffering_files() print 'adding military jobs to regular jobs' @@ -33,12 +47,23 @@ def parcel_buffering(): print 'Military Job loading failed' sys.exit(1) print 'military jobs loaded' + + if run_update_parking: + if base_year == scenario_name: + print("----- This is a base-year analysis. Parking parcels are NOT being updated! Input for 'run_update_parking' is over-ridden. -----") + else: + print 'Starting to update UrbanSim parcel data with 4k parking data file' + returncode = subprocess.call([sys.executable, + 'scripts/utils/ParcelBuffering/update_parking.py', base_inputs]) + print 'Finished updating parking data on parcel file' + create_buffer_xml() print 'running buffer tool' main_dir = os.path.abspath('') returncode = subprocess.call(main_dir + '/scripts/parcel_buffer/DSBuffTool.exe') os.remove(main_dir + '/inputs/parcel_buffer/parcel_buff_network_inputs.7z') +@timed def build_seed_skims(): print "Processing skims and paths." time_copy = datetime.datetime.now() @@ -46,15 +71,12 @@ def build_seed_skims(): 'scripts/skimming/SkimsAndPaths.py', '-use_daysim_output_seed_trips']) if returncode != 0: - returncode = subprocess.call([sys.executable, - 'scripts/skimming/SkimsAndPaths.py', - '-use_daysim_output_seed_trips']) + sys.exit(1) time_skims = datetime.datetime.now() print '###### Finished skimbuilding:', str(time_skims - time_copy) - if returncode != 0: - sys.exit(1) - + +@timed def modify_config(config_vals): config_template = open('configuration_template.properties','r') config = open('configuration.properties','w') @@ -75,36 +97,33 @@ def modify_config(config_vals): print ' Error creating configuration template file' sys.exit(1) - +@timed def build_shadow_only(): for shad_iter in range(0, len(shadow_work)): - if run_daysim: - modify_config([("$SHADOW_PRICE", "true"),("$SAMPLE",shadow_work[shad_iter]),("$RUN_ALL", "false")]) - returncode = subprocess.call('./Daysim/Daysim.exe -c configuration.properties') - if returncode != 0: - send_error_email(recipients, returncode) - sys.exit(1) - returncode = subprocess.call([sys.executable, 'scripts/summarize/shadow_pricing_check.py']) - shadow_con_file = open('inputs/shadow_rmse.txt', 'r') - rmse_list = shadow_con_file.readlines() - iteration_number = len(rmse_list) - current_rmse = float(rmse_list[iteration_number - 1].rstrip("\n")) - if current_rmse < shadow_con: + modify_config([("$SHADOW_PRICE", "true"),("$SAMPLE",shadow_work[shad_iter]),("$RUN_ALL", "false")]) + logger.info("Start of%s iteration of work location for shadow prices", str(shad_iter)) + returncode = subprocess.call('./Daysim/Daysim.exe -c configuration.properties') + logger.info("End of %s iteration of work location for shadow prices", str(shad_iter)) + if returncode != 0: + #send_error_email(recipients, returncode) + sys.exit(1) + returncode = subprocess.call([sys.executable, 'scripts/summarize/shadow_pricing_check.py']) + shadow_con_file = open('inputs/shadow_rmse.txt', 'r') + rmse_list = shadow_con_file.readlines() + iteration_number = len(rmse_list) + current_rmse = float(rmse_list[iteration_number - 1].rstrip("\n")) + if current_rmse < shadow_con: print "done with shadow prices" shadow_con_file.close() - break - time_daysim = datetime.datetime.now() - print time_daysim - logfile.write("ending daysim %s\r\n" % str((time_daysim))) - -def run_truck_supplemental(): +@timed +def run_truck_supplemental(iteration): ### RUN Truck Model ################################################################ if run_truck_model: returncode = subprocess.call([sys.executable,'scripts/trucks/truck_model.py']) if returncode != 0: - send_error_email(recipients, returncode) + #send_error_email(recipients, returncode) sys.exit(1) ### RUN Supplemental Trips @@ -112,46 +131,41 @@ def run_truck_supplemental(): ###Adds external, special generator, and group quarters trips to DaySim ###outputs.''' if run_supplemental_trips: - returncode = subprocess.call([sys.executable,'scripts/supplemental/generation.py']) - if returncode != 0: - sys.exit(1) + # Only run generation script once - does not change with feedback + if iteration == 0: + returncode = subprocess.call([sys.executable,'scripts/supplemental/generation.py']) + if returncode != 0: + sys.exit(1) returncode = subprocess.call([sys.executable,'scripts/supplemental/distribution.py']) if returncode != 0: sys.exit(1) - -def daysim_assignment(): +@timed +def daysim_assignment(iteration): ### RUN DAYSIM ################################################################ if run_daysim: + logger.info("Start of %s iteration of Daysim", str(iteration)) returncode = subprocess.call('./Daysim/Daysim.exe -c configuration.properties') + logger.info("End of %s iteration of Daysim", str(iteration)) if returncode != 0: #send_error_email(recipients, returncode) sys.exit(1) - - time_daysim = datetime.datetime.now() - print time_daysim - logfile.write("ending daysim %s\r\n" % str((time_daysim))) ### ADD SUPPLEMENTAL TRIPS ### #################################################### - run_truck_supplemental() + run_truck_supplemental(iteration) #### ASSIGNMENTS #### ############################################################### if run_skims_and_paths: + logger.info("Start of %s iteration of Skims and Paths", str(iteration)) returncode = subprocess.call([sys.executable, 'scripts/skimming/SkimsAndPaths.py']) + logger.info("End of %s iteration of Skims and Paths", str(iteration)) print 'return code from skims and paths is ' + str(returncode) if returncode != 0: - returncode = subprocess.call([sys.executable, 'scripts/skimming/SkimsAndPaths.py']) - if returncode != 0: - #send_error_email(recipients, returncode) - sys.exit(1) - - - time_assign = datetime.datetime.now() - print time_assign - logfile.write("ending assignment %s\r\n" % str((time_assign))) + sys.exit(1) +@timed def check_convergence(iteration, recipr_sample): converge = "not yet" if iteration > 0 and recipr_sample == 1: @@ -160,10 +174,12 @@ def check_convergence(iteration, recipr_sample): con_file.close() return converge +@timed def run_all_summaries(): if run_network_summary: subprocess.call([sys.executable, 'scripts/summarize/network_summary.py']) + # this summary is producing erronous results, we don't want people to think they are correct. subprocess.call([sys.executable, 'scripts/summarize/net_summary_simplify.py']) if run_soundcast_summary: @@ -184,6 +200,7 @@ def main(): if run_parcel_buffering: parcel_buffering() + if not os.path.exists('outputs'): os.makedirs('outputs') @@ -199,63 +216,55 @@ def main(): if run_copy_large_inputs: copy_large_inputs() - if run_update_parking: - if base_year == scenario_name: - print("----- This is a base-year analysis. Parking parcels are NOT being updated! Input for 'run_update_parking' is over-ridden. -----") - else: - returncode = subprocess.call([sys.executable, - 'scripts/utils/ParcelBuffering/update_parking.py', base_inputs]) + if run_convert_hhinc_2000_2010: + subprocess.call([sys.executable, 'scripts/utils/convert_hhinc_2000_2010.py']) ### IMPORT NETWORKS ### ############################################################### if run_import_networks: time_copy = datetime.datetime.now() + logger.info("Start of network importer") returncode = subprocess.call([sys.executable, 'scripts/network/network_importer.py', base_inputs]) + logger.info("End of network importer") time_network = datetime.datetime.now() - print '###### Finished Importing Networks:', str(time_network - time_copy) if returncode != 0: sys.exit(1) ### BUILD SKIMS ############################################################### - if run_skims_and_paths_seed_trips == True: + if run_skims_and_paths_seed_trips: build_seed_skims() + + # Check all inputs have been created or copied + check_inputs() ### RUN DAYSIM AND ASSIGNMENT TO CONVERGENCE-- MAIN LOOP ### ########################################## - - for iteration in range(len(pop_sample)): - print "We're on iteration %d" % (iteration) - logfile.write("We're on iteration %d\r\n" % (iteration)) - time_start = datetime.datetime.now() - logfile.write("starting run %s" % str((time_start))) - - # set up your Daysim configuration depending on if you are building shadow - # prices or not - if not should_build_shadow_price or pop_sample[iteration] > 2: - ####we are not using shadow pricing during initial skim building for now. Shadow prices are built - #from scratch below if should_build_shadow_price = true. Keeping old code in case we want to switch back. - #copy_shadow_price_file()#### + if(run_daysim or run_skims_and_paths or run_skims_and_paths_seed_trips): + for iteration in range(len(pop_sample)): + print "We're on iteration %d" % (iteration) + logger.info(("We're on iteration %d\r\n" % (iteration))) + time_start = datetime.datetime.now() + logger.info("starting run %s" % str((time_start))) + + # Set up your Daysim Configration modify_config([("$SHADOW_PRICE" ,"false"),("$SAMPLE",pop_sample[iteration]),("$RUN_ALL", "true")]) - else: - modify_config([("$SHADOW_PRICE", "false"),("$SAMPLE",pop_sample[iteration]),("$RUN_ALL", "true")]) - - # RUN THE MODEL finally - daysim_assignment() - - converge=check_convergence(iteration, pop_sample[iteration]) - if converge == 'stop': - print "System converged! The universe is in equilbrium for just one moment." - con_file.close() - break - print 'The system is not yet converged. Daysim and Assignment will be re-run.' - # when building shadow prices we get the skims to convergence and then we run work and school models only - # then we run one round of daysim -final assignment. + # Run Skimming and/or Daysim + + daysim_assignment(iteration) + converge=check_convergence(iteration, pop_sample[iteration]) + if converge == 'stop': + print "System converged!" + break + print 'The system is not yet converged. Daysim and Assignment will be re-run.' + +## BUILDING WORK AND SCHOOL SHADOW PRICES, THEN DAYSIM + ASSIGNMENT ############################ if should_build_shadow_price: build_shadow_only() modify_config([("$SHADOW_PRICE" ,"true"),("$SAMPLE","1"), ("$RUN_ALL", "true")]) - daysim_assignment() + #This function needs an iteration parameter. Value of 1 is fine. + daysim_assignment(1) ### SUMMARIZE ### ################################################################## @@ -269,4 +278,14 @@ def main(): ##print ' Total run time:',time_assign_summ - time_start if __name__ == "__main__": + logger = logcontroller.setup_custom_logger('main_logger') + logger.info('------------------------NEW RUN STARTING----------------------------------------------') + start_time = datetime.datetime.now() + + main() + + end_time = datetime.datetime.now() + elapsed_total = end_time - start_time + logger.info('------------------------RUN ENDING_----------------------------------------------') + logger.info('TOTAL RUN TIME %s' % str(elapsed_total)) \ No newline at end of file diff --git a/sc_email.py b/sc_email.py index 3112af58..f1a7189f 100644 --- a/sc_email.py +++ b/sc_email.py @@ -1,3 +1,17 @@ +#Copyright [2014] [Puget Sound Regional Council] + +#Licensed under the Apache License, Version 2.0 (the "License"); +#you may not use this file except in compliance with the License. +#You may obtain a copy of the License at + +# http://www.apache.org/licenses/LICENSE-2.0 + +#Unless required by applicable law or agreed to in writing, software +#distributed under the License is distributed on an "AS IS" BASIS, +#WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +#See the License for the specific language governing permissions and +#limitations under the License. + import smtplib from email.mime.multipart import MIMEMultipart from email.mime.text import MIMEText @@ -14,46 +28,52 @@ def send_completion_email(recipient_list): #Sends email when model run is complete - topsheet = report_output_location + '/Topsheet.xlsx' + if len(recipients) is 0: # Only send email if a recipient is added to input_configuration + pass + else: + topsheet = report_output_location + '/Topsheet.xlsx' - #Text part of the email - msg = MIMEMultipart() - msg['Subject'] = 'SoundCast Run Complete' - text = 'This is to let you know that your SoundCast run is complete.\n\nAn Excel file containing some basic results is attached.' - msg_text = MIMEText(text) - msg.attach(msg_text) - - #Attach the Excel file - ts = open(topsheet, 'rb') - ts_file = MIMEBase('application', 'vnd.ms-excel') - ts_file.set_payload(ts.read()) - encoders.encode_base64(ts_file) - ts_file.add_header('Content-Disposition', 'attachment;filename=Topsheet.xlsx') - msg.attach(ts_file) - server.sendmail('soundcastpsrc@gmail.com', recipient_list, msg.as_string()) #Send email + #Text part of the email + msg = MIMEMultipart() + msg['Subject'] = 'SoundCast Run Complete' + text = 'This is to let you know that your SoundCast run is complete.\n\nAn Excel file containing some basic results is attached.' + msg_text = MIMEText(text) + msg.attach(msg_text) + + #Attach the Excel file + ts = open(topsheet, 'rb') + ts_file = MIMEBase('application', 'vnd.ms-excel') + ts_file.set_payload(ts.read()) + encoders.encode_base64(ts_file) + ts_file.add_header('Content-Disposition', 'attachment;filename=Topsheet.xlsx') + msg.attach(ts_file) + server.sendmail('soundcastpsrc@gmail.com', recipient_list, msg.as_string()) #Send email def send_error_email(recipient_list, error_message = None): #Sends email when an error occurs - log_files = ['soundcast_log.txt', 'skims_log.txt', 'truck_log.txt', 'last_run.log'] - - msg = MIMEMultipart() - msg['Subject'] = 'Error in SoundCast Run' - text = 'Unfortunately, an error occured during your SoundCast run. Logfiles for your run are attached.' - msg_text = MIMEText(text) - msg.attach(msg_text) - if error_message: - err_msg = MIMEText(str(error_message)) - err_text = MIMEText('The error resulted in the following error message:\n') - msg.attach(err_text) - msg.attach(err_msg) - - for f in log_files: - if not os.path.isfile(f): - continue - part = MIMEBase('application', 'plain') - part.set_payload(open(f, 'rb').read()) - encoders.encode_base64(part) - part.add_header('Content-Disposition', 'attachment; filename=' + f) - msg.attach(part) - - server.sendmail('soundcastpsrc@gmail.com', recipient_list, msg.as_string()) \ No newline at end of file + if len(recipients) is 0: # Only send email if a recipient is added to input_configuration + pass + else: + log_files = ['soundcast_log.txt', 'skims_log.txt', 'truck_log.txt', 'last_run.log'] + + msg = MIMEMultipart() + msg['Subject'] = 'Error in SoundCast Run' + text = 'Unfortunately, an error occured during your SoundCast run. Logfiles for your run are attached.' + msg_text = MIMEText(text) + msg.attach(msg_text) + if error_message: + err_msg = MIMEText(str(error_message)) + err_text = MIMEText('The error resulted in the following error message:\n') + msg.attach(err_text) + msg.attach(err_msg) + + for f in log_files: + if not os.path.isfile(f): + continue + part = MIMEBase('application', 'plain') + part.set_payload(open(f, 'rb').read()) + encoders.encode_base64(part) + part.add_header('Content-Disposition', 'attachment; filename=' + f) + msg.attach(part) + + server.sendmail('soundcastpsrc@gmail.com', recipient_list, msg.as_string()) \ No newline at end of file diff --git a/scripts/network/daysim_zone_inputs.py b/scripts/network/daysim_zone_inputs.py new file mode 100644 index 00000000..38b9eae1 --- /dev/null +++ b/scripts/network/daysim_zone_inputs.py @@ -0,0 +1,37 @@ +import pysal as ps +import numpy as np +import pandas as pd + +# open nodes file & convert to pandas dataframe +nodes = ps.open('inputs/networks/junctions.dbf') +d = dict([(col, np.array(nodes.by_col(col))) for col in nodes.header]) +df = pd.DataFrame(d) + +# only need nodes that are zones +df = df.loc[df['IsZone'] == 1] + +# Scen_Node is the taz id column +df = df.sort(columns = 'Scen_Node') + +# create an ordinal/index column. Daysim is 1 based. +df['zone_ordinal'] = [i for i in xrange(1, len(df) + 1)] + +# create a cost columnn for park and rides, set to 0 for now +df['Cost'] = 0 + +# column for non park & rides, internal zones +df['Dest_eligible'] = 0 +df.ix[df.Scen_Node <= 3700, 'Dest_eligible'] = 1 + +# rename some columns for the taz file +df = df.rename(columns={'Scen_Node': 'Zone_id', 'P_RStalls': 'Capacity', 'Processing' : 'External'}) + +# write out taz file: +df.to_csv(r'inputs\TAZIndex.txt', columns = ['Zone_id', 'zone_ordinal', 'Dest_eligible', 'External'], index = False, sep='\t') + +# rename some columns for the park and ride file +df = df.rename(columns={'Zone_id': 'ZoneID', 'zone_ordinal' : 'NodeID', }) + +# write out park and ride file +p_rDF = df.loc[df['Capacity'] > 0] +p_rDF.to_csv(r'inputs\p_r_nodes.csv', columns = ['NodeID', 'ZoneID', 'XCoord', 'YCoord', 'Capacity', 'Cost'], index = False) diff --git a/scripts/network/network_importer.py b/scripts/network/network_importer.py index 2cb33b00..7af3076a 100644 --- a/scripts/network/network_importer.py +++ b/scripts/network/network_importer.py @@ -7,10 +7,32 @@ import re import multiprocessing as mp import subprocess +import json from multiprocessing import Pool, pool sys.path.append(os.path.join(os.getcwd(),"inputs")) from input_configuration import * +project = 'Projects/LoadTripTables/LoadTripTables.emp' +tod_networks = ['am', 'md', 'pm', 'ev', 'ni'] +sound_cast_net_dict = {'5to6' : 'ni', '6to7' : 'am', '7to8' : 'am', '8to9' : 'am', + '9to10' : 'md', '10to14' : 'md', '14to15' : 'md', + '15to16' : 'pm', '16to17' : 'pm', '17to18' : 'pm', + '18to20' : 'ev', '20to5' : 'ni'} +load_transit_tod = ['6to7', '7to8', '8to9', '9to10', '10to14', '14to15'] + +mode_crosswalk_dict = {'b': 'bp', 'bwl' : 'bpwl', 'aijb' : 'aimjbp', 'ahijb' : 'ahdimjbp', + 'ashijtuvb': 'asehdimjvutbp', 'r' : 'rc', 'br' : 'bprc', + 'ashijtuvbwl' : 'asehdimjvutbpwl', 'ashijtuvbfl' : 'asehdimjvutbpfl', + 'asbw' : 'asehdimjvutbpwl', 'ashijtuvbxl' : 'asehdimjvutbpxl', + 'ahijstuvbw' : 'asehdimjvutbpw'} + +mode_file = 'modes.txt' +transit_vehicle_file = 'vehicles.txt' +base_net_name = '_roadway.in' +turns_name = '_turns.in' +transit_name = '_transit.in' +shape_name = '_link_shape_1002.txt' +no_toll_modes = ['s', 'h', 'i', 'j'] class EmmeProject: def __init__(self, filepath): @@ -52,7 +74,16 @@ def create_scenario(self, scenario_number, scenario_title = 'test'): create_scenario = self.m.tool(NAMESPACE) create_scenario(scenario_id=scenario_number, scenario_title= scenario_title) - + def network_calculator(self, type, **kwargs): + spec = json_to_dictionary(type) + for name, value in kwargs.items(): + if name == 'selections_by_link': + spec['selections']['link'] = value + else: + spec[name] = value + NAMESPACE = "inro.emme.network_calculation.network_calculator" + network_calc = self.m.tool(NAMESPACE) + self.network_calc_result = network_calc(spec) def delete_links(self): @@ -100,10 +131,21 @@ def process_shape(self, linkshape_file): revert_on_error = True, scenario = self.current_scenario) def change_scenario(self): + self.current_scenario = list(self.bank.scenarios())[0] - + +def json_to_dictionary(dict_name): + + #Determine the Path to the input files and load them + input_filename = os.path.join('inputs/skim_params/',dict_name+'.json').replace("\\","/") + my_dictionary = json.load(open(input_filename)) + + return(my_dictionary) + + + def import_tolls(emmeProject): #create extra attributes: create_extras = emmeProject.m.tool("inro.emme.data.extra_attribute.create_extra_attribute") @@ -114,16 +156,18 @@ def import_tolls(emmeProject): t27 = create_extras(extra_attribute_type="LINK",extra_attribute_name="@trkc2",extra_attribute_description="Medium Truck Tolls",overwrite=True) t28 = create_extras(extra_attribute_type="LINK",extra_attribute_name="@trkc3",extra_attribute_description="Heavy Truck Tolls",overwrite=True) t28 = create_extras(extra_attribute_type="LINK",extra_attribute_name="@brfer",extra_attribute_description="Bridge & Ferrry Flag",overwrite=True) - + t28 = create_extras(extra_attribute_type="LINK",extra_attribute_name="@rdly",extra_attribute_description="Intersection Delay",overwrite=True) import_attributes = emmeProject.m.tool("inro.emme.data.network.import_attribute_values") - - attr_file = base_inputs + '/tolls/' + 'tolls' + emmeProject.tod + '.txt' + tod_4k = sound_cast_net_dict[emmeProject.tod] + + attr_file= ['inputs/tolls/' + tod_4k + '_roadway_tolls.in', 'inputs/tolls/ferry_vehicle_fares.in', 'inputs/networks/rdly/' + tod_4k + '_rdly.txt'] # set tolls - import_attributes(attr_file, scenario = emmeProject.current_scenario, + #for file in attr_file: + import_attributes(attr_file[0], scenario = emmeProject.current_scenario, column_labels={0: "inode", 1: "jnode", 2: "@toll1", @@ -134,6 +178,23 @@ def import_tolls(emmeProject): 7: "@trkc3"}, revert_on_error=False) + import_attributes(attr_file[1], scenario = emmeProject.current_scenario, + column_labels={0: "inode", + 1: "jnode", + 2: "@toll1", + 3: "@toll2", + 4: "@toll3", + 5: "@trkc1", + 6: "@trkc2", + 7: "@trkc3"}, + revert_on_error=False) + + + #@rdly: + import_attributes(attr_file[2], scenario = emmeProject.current_scenario, + revert_on_error=False) + emmeProject.network_calculator("link_calculation", result = "@rdly", expression = "@rdly * .30") + # set bridge/ferry flags bridge_ferry_flag__file = function_file = 'inputs/tolls/bridge_ferry_flags.in' @@ -152,8 +213,6 @@ def import_tolls(emmeProject): link.modes -= set([network.mode(i)]) emmeProject.current_scenario.publish_network(network) - - def multiwordReplace(text, replace_dict): rc = re.compile(r"[A-Za-z_]\w*") def translate(match): @@ -161,9 +220,6 @@ def translate(match): return replace_dict.get(word, word) return rc.sub(translate, text) - - - def run_importer(project_name): my_project = EmmeProject(project_name) for key, value in sound_cast_net_dict.iteritems(): @@ -209,6 +265,11 @@ def main(): run_importer(network_summary_project) + + returncode = subprocess.call([sys.executable,'scripts/network/daysim_zone_inputs.py']) + if returncode != 0: + sys.exit(1) + print 'done' if __name__ == "__main__": diff --git a/scripts/skimming/SkimsAndPaths.py b/scripts/skimming/SkimsAndPaths.py index b8550551..8d06aeb0 100644 --- a/scripts/skimming/SkimsAndPaths.py +++ b/scripts/skimming/SkimsAndPaths.py @@ -53,6 +53,34 @@ print 'Using DAYSIM OUTPUTS' hdf5_file_path = 'outputs/daysim_outputs.h5' +# Input values +transit_submodes = ['b', 'c', 'f', 'p', 'r'] +transit_node_attributes = {'headway_fraction' : {'name' : '@hdwfr', 'init_value': .5}, + 'wait_time_perception' : {'name' : '@wait', 'init_value': 2}, + 'in_vehicle_time' : {'name' : '@invt', 'init_value': 1}} +transit_node_constants = {'am':{'0888':{'@hdwfr': '.1', '@wait' : '1', '@invt' : '.60'}, + '0889':{'@hdwfr': '.1', '@wait' : '1', '@invt' : '.60'}, + '0892':{'@hdwfr': '.1', '@wait' : '1', '@invt' : '.60'}}} +transit_network_tod_dict = {'6to7' : 'am', '7to8' : 'am', '8to9' : 'am', + '9to10' : 'md', '10to14' : 'md', '14to15' : 'md'} + +# Transit Fare: +zone_file = 'inputs/Fares/transit_fare_zones.grt' +peak_fare_box = 'inputs/Fares/am_fares_farebox.in' +peak_monthly_pass = 'inputs/Fares/am_fares_monthly_pass.in' +offpeak_fare_box = 'inputs/Fares/md_fares_farebox.in' +offpeak_monthly_pass = 'inputs/Fares/md_fares_monthly_pass.in' +fare_matrices_tod = ['6to7', '9to10'] + +# Intrazonals +intrazonal_dict = {'distance' : 'izdist', 'time auto' : 'izatim', 'time bike' : 'izbtim', 'time walk' : 'izwtim'} +taz_area_file = 'inputs/intrazonals/taz_acres.in' +origin_tt_file = 'inputs/intrazonals/origin_tt.in' +destination_tt_file = 'inputs/intrazonals/destination_tt.in' + +# Zone Index +tazIndexFile = '/inputs/TAZIndex_5_28_14.txt' + def create_hdf5_skim_container2(hdf5_name): #create containers for TOD skims @@ -130,7 +158,7 @@ def define_matrices(my_project): start_define_matrices = time.time() ##Load in the necessary Dictionaries matrix_dict = json_to_dictionary("user_classes") - + bike_walk_matrix_dict = json_to_dictionary("bike_walk_matrix_dict") for x in range (0, len(emme_matrix_subgroups)): for y in range (0, len(matrix_dict[emme_matrix_subgroups[x]])): @@ -261,7 +289,7 @@ def intitial_extra_attributes(my_project): my_project.create_extra_attribute("LINK", "@trnv3", "Transit Vehicles",True) # Create the link extra attribute to store the arterial delay in - my_project.create_extra_attribute("LINK", "@rdly","Intersection Delay", True) + #my_project.create_extra_attribute("LINK", "@rdly","Intersection Delay", True) end_extra_attr = time.time() @@ -272,48 +300,48 @@ def arterial_delay_calc(my_project): # Create the temporary attributes needed for the signal delay calculations #t1 = create_extras(extra_attribute_type="LINK",extra_attribute_name="@tmpl1",extra_attribute_description="temp link calc 1",overwrite=True) - t1 = my_project.create_extra_attribute("LINK", "@tmpl1", "temp link calc 1", True) - t2 = my_project.create_extra_attribute("LINK", "@tmpl2", "temp link calc 2", True) - t3 = my_project.create_extra_attribute("NODE", "@tmpn1", "temp node calc 1", True) - t4 = my_project.create_extra_attribute("NODE", "@tmpn2", "temp node calc 2", True) - t5 = my_project.create_extra_attribute("NODE", "@cycle", "Cycle Length", True) - t6 = my_project.create_extra_attribute("LINK", "@red", "Red Time", True) - - # Set Temporary Link Attribute #1 to 1 for arterial links (ul3 .ne. 1,2) - # Exclude links that intersect with centroid connectors and weave links - my_project.network_calculator("link_calculation", result = "@tmpl1", expression = "1", selections_by_link = "mod=a and i=4001,9999999 and j=4001,9999999 and ul3=3,99 and not length=0,.015") + #t1 = my_project.create_extra_attribute("LINK", "@tmpl1", "temp link calc 1", True) + #t2 = my_project.create_extra_attribute("LINK", "@tmpl2", "temp link calc 2", True) + #t3 = my_project.create_extra_attribute("NODE", "@tmpn1", "temp node calc 1", True) + #t4 = my_project.create_extra_attribute("NODE", "@tmpn2", "temp node calc 2", True) + #t5 = my_project.create_extra_attribute("NODE", "@cycle", "Cycle Length", True) + #t6 = my_project.create_extra_attribute("LINK", "@red", "Red Time", True) + + ## Set Temporary Link Attribute #1 to 1 for arterial links (ul3 .ne. 1,2) + ## Exclude links that intersect with centroid connectors and weave links + #my_project.network_calculator("link_calculation", result = "@tmpl1", expression = "1", selections_by_link = "mod=a and i=4001,9999999 and j=4001,9999999 and ul3=3,99 and not length=0,.015") - # Set Temporary Link Attribute #2 to the minimum of lanes+2 or 5 - # for arterial links (ul3 .ne. 1,2) - tmpl2 will equal either 3,4,5 - # Exclude links that intersect with centroid connectors and weave links - my_project.network_calculator("link_calculation", result = "@tmpl2", expression = "(lanes+2).min.5", selections_by_link = "mod=a and i=4001,9999999 and j=4001,9999999 and ul3=3,99 and not length=0,.015") + ## Set Temporary Link Attribute #2 to the minimum of lanes+2 or 5 + ## for arterial links (ul3 .ne. 1,2) - tmpl2 will equal either 3,4,5 + ## Exclude links that intersect with centroid connectors and weave links + #my_project.network_calculator("link_calculation", result = "@tmpl2", expression = "(lanes+2).min.5", selections_by_link = "mod=a and i=4001,9999999 and j=4001,9999999 and ul3=3,99 and not length=0,.015") - # Set Temporary Node Attribute #1 to sum of intersecting arterial links (@tmpl1) - my_project.network_calculator("link_calculation", result = "@tmpn1", expression = "@tmpl1", aggregation = "+") + ## Set Temporary Node Attribute #1 to sum of intersecting arterial links (@tmpl1) + #my_project.network_calculator("link_calculation", result = "@tmpn1", expression = "@tmpl1", aggregation = "+") - # Set Temporary Node Attribute #2 to sum of intersecting arterial links (@tmpl2) - my_project.network_calculator("link_calculation", result = "@tmpn2", expression = "@tmpl2", aggregation = "+") + ## Set Temporary Node Attribute #2 to sum of intersecting arterial links (@tmpl2) + #my_project.network_calculator("link_calculation", result = "@tmpn2", expression = "@tmpl2", aggregation = "+") - # Cycle Time at Every I-Node - my_project.network_calculator("node_calculation", result = "@cycle", expression = "(1+(@tmpn2/8)*(@tmpn1/4))*(@tmpn1.gt.2)") + ## Cycle Time at Every I-Node + #my_project.network_calculator("node_calculation", result = "@cycle", expression = "(1+(@tmpn2/8)*(@tmpn1/4))*(@tmpn1.gt.2)") - my_project.network_calculator("link_calculation", result = "@red", expression = "1.2*@cyclej*(1-(@tmpn1j*@tmpl2)/(2*@tmpn2j))", selections_by_link = "mod=a and i=4001,9999999 and j=4001,9999999 and ul3=3,99 and @cyclej=0.01,999999") - # Red Time at Every J-Node + #my_project.network_calculator("link_calculation", result = "@red", expression = "1.2*@cyclej*(1-(@tmpn1j*@tmpl2)/(2*@tmpn2j))", selections_by_link = "mod=a and i=4001,9999999 and j=4001,9999999 and ul3=3,99 and @cyclej=0.01,999999") + ## Red Time at Every J-Node - # Calculate intersection delay factor for every link with a cycle time exceeding zero - my_project.network_calculator("link_calculation", result = "@rdly", expression = "((@red*@red)/(2*@cyclej).max.0.2).min.1.0", selections_by_link = "@cyclej=0.01,999999") + ## Calculate intersection delay factor for every link with a cycle time exceeding zero + #my_project.network_calculator("link_calculation", result = "@rdly", expression = "((@red*@red)/(2*@cyclej).max.0.2).min.1.0", selections_by_link = "@cyclej=0.01,999999") - # Set intersection delay factor to 0 for links of 0.01 mile lenght or less - my_project.network_calculator("link_calculation", result = "@rdly", expression = "0", selections_by_link = "length=0,0.01") + ## Set intersection delay factor to 0 for links of 0.01 mile lenght or less + #my_project.network_calculator("link_calculation", result = "@rdly", expression = "0", selections_by_link = "length=0,0.01") - #delete the temporary extra attributes - my_project.delete_extra_attribute("@tmpl1") - my_project.delete_extra_attribute("@tmpl2") - my_project.delete_extra_attribute("@tmpn1") - my_project.delete_extra_attribute("@tmpn2") - my_project.delete_extra_attribute("@cycle") - my_project.delete_extra_attribute("@red") - + ##delete the temporary extra attributes + #my_project.delete_extra_attribute("@tmpl1") + #my_project.delete_extra_attribute("@tmpl2") + #my_project.delete_extra_attribute("@tmpn1") + #my_project.delete_extra_attribute("@tmpn2") + #my_project.delete_extra_attribute("@cycle") + #my_project.delete_extra_attribute("@red") + #my_project.network_calculator("link_calculation", result = "@rdly", expression = "@rdly * .75") end_arterial_calc = time.time() @@ -332,7 +360,9 @@ def traffic_assignment(my_project): # Modify the Assignment Specifications for the Closure Criteria and Perception Factors mod_assign = assignment_specification mod_assign["stopping_criteria"]["max_iterations"]= max_iter - mod_assign["stopping_criteria"]["best_relative_gap"]= b_rel_gap + mod_assign["stopping_criteria"]["best_relative_gap"]= best_relative_gap + mod_assign["stopping_criteria"]["relative_gap"]= relative_gap + mod_assign["stopping_criteria"]["normalized_gap"]= normalized_gap for x in range (0, len(mod_assign["classes"])): vot = ((1/float(my_user_classes["Highway"][x]["Value of Time"]))*60) @@ -573,7 +603,7 @@ def average_matrices(old_matrix, new_matrix): def average_skims_to_hdf5_concurrent(my_project, average_skims): start_export_hdf5 = time.time() - + bike_walk_matrix_dict = json_to_dictionary("bike_walk_matrix_dict") my_user_classes = json_to_dictionary("user_classes") #Create the HDF5 Container if needed and open it in read/write mode using "r+" @@ -669,6 +699,7 @@ def average_skims_to_hdf5_concurrent(my_project, average_skims): print matrix_name+' was transferred to the HDF5 container.' #bike/walk + if my_project.tod in bike_walk_skim_tod: for key in bike_walk_matrix_dict.keys(): matrix_name= bike_walk_matrix_dict[key]['time'] @@ -724,8 +755,9 @@ def hdf5_trips_to_Emme(my_project, hdf_filename): #load zones into a NumpyArray to index trips otaz and dtaz - tazIndex = np.asarray(zones) - + #tazIndex = np.asarray(zones) + #Create a dictionary lookup where key is the taz id and value is it's numpy index. + dictZoneLookup = dict((value,index) for index,value in enumerate(zones)) #create an index of trips for this TOD. This prevents iterating over the entire array (all trips). tod_index = create_trip_tod_indices(my_project.tod) @@ -808,24 +840,19 @@ def hdf5_trips_to_Emme(my_project, hdf_filename): if dorp[x] <= 1: #get the index of the Otaz - myOtaz = np.where(tazIndex == otaz[x]) - - #get the index of the Dtaz - myDtaz = np.where(tazIndex == dtaz[x]) #some missing Os&Ds in seed trips! - if len(myOtaz) == 1 and len(myDtaz) == 1: - - OtazInt = int(myOtaz[0]) - DtazInt = int(myDtaz[0]) - #if OtazInt not in SPECIAL_GENERATORS.values() and DtazInt not in SPECIAL_GENERATORS.values(): + if dictZoneLookup.has_key[otaz[x]] and dictZoneLookup.has_key[dtaz[x]]: + myOtaz = dictZoneLookup[otaz[x]] + myDtaz = dictZoneLookupd[dtaz[x]] + print myOtaz, myDtaz trips = np.asscalar(np.float32(trexpfac[x])) trips = round(trips, 2) print trips #print trips #if mode in supplemental_modes: demand_matrices[mat_name][myOtaz, myDtaz] = demand_matrices[mat_name][myOtaz, myDtaz] + trips - - + + #Regular Daysim Output: else: if vot[x] < 15: vot[x]=1 elif vot[x] < 25: vot[x]=2 @@ -838,18 +865,12 @@ def hdf5_trips_to_Emme(my_project, hdf_filename): #Only want drivers, transit trips. if dorp[x] <= 1: mat_name = matrix_dict[(int(mode[x]),int(vot[x]),int(toll_path[x]))] - #get the index of the Otaz - myOtaz = np.where(tazIndex == otaz[x]) - #get the index of the Dtaz - myDtaz = np.where(tazIndex == dtaz[x]) - - OtazInt = int(myOtaz[0]) - DtazInt = int(myDtaz[0]) - #add the trip, if it's not in a special generator location + myOtaz = dictZoneLookup[otaz[x]] + myDtaz = dictZoneLookup[dtaz[x]] + #add the trip, if it's not in a special generator location #if OtazInt not in SPECIAL_GENERATORS.values() and DtazInt not in SPECIAL_GENERATORS.values(): trips = np.asscalar(np.float32(trexpfac[x])) trips = round(trips, 2) - #if mode in supplemental_modes: demand_matrices[mat_name][myOtaz, myDtaz] = demand_matrices[mat_name][myOtaz, myDtaz] + trips #all in-memory numpy matrices populated, now write out to emme @@ -860,7 +881,10 @@ def hdf5_trips_to_Emme(my_project, hdf_filename): matrix_id = my_project.bank.matrix(str(mat_name)).id np_array = demand_matrices[mat_name] emme_matrix = ematrix.MatrixData(indices=[zones,zones],type='f') - emme_matrix.raw_data=[_array.array('f',row) for row in np_array] + #emme_matrix.raw_data=[_array.array('f',row) for row in np_array] + print mat_name + print np_array.shape + emme_matrix.from_numpy(np_array) my_project.bank.matrix(matrix_id).set_data(emme_matrix, my_project.current_scenario) end_time = time.time() @@ -907,6 +931,7 @@ def load_trucks_external(my_project, matrix_name, zonesDim): # Copy truck trip tables with a time of day factor if matrix_name == "lttrk" or matrix_name == "metrk" or matrix_name == "hvtrk": + print matrix_name + str(np_matrix_1.shape) sub_demand_matrix= np_matrix_1[0:zonesDim, 0:zonesDim] #hdf5 matrix is brought into numpy as a matrix, need to put back into emme as an arry np_matrix = sub_demand_matrix*this_time_dictionary['TimeFactor'] @@ -934,7 +959,11 @@ def load_supplemental_trips(my_project, matrix_name, zonesDim): # Extract specified array size and store as NumPy array sub_demand_matrix = hdf_array[0:zonesDim, 0:zonesDim] - demand_matrix = np.squeeze(np.asarray(sub_demand_matrix)) + sub_demand_array = (np.asarray(sub_demand_matrix)) + print sub_demand_array.shape + print zonesDim + demand_matrix[0:len(sub_demand_array), 0:len(sub_demand_array)] = sub_demand_array + #demand_matrix = np.squeeze(np.asarray(sub_demand_matrix)) return demand_matrix @@ -949,6 +978,7 @@ def create_trip_tod_indices(tod): todIDListdict.setdefault(v, []).append(k) #Now for the given tod, get the index of all the trips for that Time Period + print hdf5_file_path my_store = h5py.File(hdf5_file_path, "r+") daysim_set = my_store["Trip"] #open departure time array @@ -1096,6 +1126,7 @@ def bike_walk_assignment(my_project, assign_for_all_tods): assignment_specification = json_to_dictionary("bike_walk_assignment") #get demand matrix name from here: user_classes = json_to_dictionary("user_classes") + bike_walk_matrix_dict = json_to_dictionary("bike_walk_matrix_dict") mod_assign = assignment_specification #only skim for time for certain tod #Also fill in intrazonals @@ -1137,7 +1168,7 @@ def bike_walk_assignment_NonConcurrent(project_name): tod_dict = text_to_dictionary('time_of_day') uniqueTOD = set(tod_dict.values()) uniqueTOD = list(uniqueTOD) - + bike_walk_matrix_dict = json_to_dictionary("bike_walk_matrix_dict") #populate a dictionary of with key=bank name, value = emmebank object data_explorer = project_name.desktop.data_explorer() all_emmebanks = {} @@ -1312,7 +1343,10 @@ def run_assignments_parallel(project_name): ##set up for assignments intitial_extra_attributes(my_project) - arterial_delay_calc(my_project) + + # ************arterial delay is being handled in network_importer for now. Leave commented!!!!!!!!!!!!! + #arterial_delay_calc(my_project) + vdf_initial(my_project) ##run auto assignment/skims traffic_assignment(my_project) @@ -1349,9 +1383,10 @@ def main(): for i in range (0, 12, parallel_instances): l = project_list[i:i+parallel_instances] start_pool(l) + #want pooled processes finished before executing more code in main: - + #run_assignments_parallel('projects/7to8/7to8.emp') start_transit_pool(project_list) diff --git a/scripts/summarize/RegionalCenterSummaries.py b/scripts/summarize/RegionalCenterSummaries.py new file mode 100644 index 00000000..ab48a350 --- /dev/null +++ b/scripts/summarize/RegionalCenterSummaries.py @@ -0,0 +1,387 @@ +import numpy as np +import pandas as pd +import time +import h5toDF +import xlautofit +import math +import xlrd + +def get_total(exp_fac): + total = exp_fac.sum() + if total < 1: + total = exp_fac.count() + return(total) + +def weighted_average(df_in, col, weights, grouper): + if grouper == None: + df_in[col + '_sp'] = df_in[col].multiply(df_in[weights]) + n_out = df_in[col + '_sp'].sum() / df_in[weights].sum() + return(n_out) + else: + df_in[col + '_sp'] = df_in[col].multiply(df_in[weights]) + df_out = df_in.groupby(grouper).sum() + df_out[col + '_wa'] = df_out[col + '_sp'].divide(df_out[weights]) + return(df_out) + +def recode_index(df, old_name, new_name): #Changes the index label from something like "pdpurp" to "Primary Destination Purpose" + df[new_name] = df.index + df = df.reset_index() + del df[old_name] + df = df.set_index(new_name) + return df + +def get_districts(file): + zone_district = pd.DataFrame.from_csv(file, index_col = None) + return(zone_district) + +def to_percent(number): #Might be used later + number = '{:.2%}'.format(number) + return(number) + +def get_differences(df, colname1, colname2, roundto): #Computes the difference and percent difference for two specified columns in a data frame + df['Difference'] = df[colname1] - df[colname2] + df['% Difference'] = (df['Difference'] / df[colname2] * 100).round(2) + if type(roundto) == list: + for i in range(len(df['Difference'])): + df[colname1][i] = round(df[colname1][i], roundto[i]) + df[colname2][i] = round(df[colname2][i], roundto[i]) + df['Difference'][i] = round(df['Difference'][i], roundto[i]) + else: + for i in range(len(df['Difference'])): + df[colname1][i] = round(df[colname1][i], roundto) + df[colname2][i] = round(df[colname2][i], roundto) + df['Difference'][i] = round(df['Difference'][i], roundto) + return(df) + +def share_compare(df, colname1, colname2): + df[colname1] = df[colname1].apply(to_percent) + df[colname2] = df[colname2].apply(to_percent) + df['Difference'] = df['Difference'].apply(to_percent) + + +def hhmm_to_min(input): #Function that converts time in an hhmm format to a minutes since the day started format + minmap = {} + for i in range(0, 24): + for j in range(0, 60): + minmap.update({i * 100 + j: i * 60 + j}) + if input['Trip']['deptm'].max() >= 1440: + input['Trip']['deptm'] = input['Trip']['deptm'].map(minmap) + if input['Trip']['arrtm'].max() >= 1440: + input['Trip']['arrtm'] = input['Trip']['arrtm'].map(minmap) + if input['Trip']['endacttm'].max() >= 1440: + input['Trip']['endacttm'] = input['Trip']['endacttm'].map(minmap) + if input['Tour']['tlvorig'].max() >= 1440: + input['Tour']['tlvorig'] = input['Tour']['tlvorig'].map(minmap) + if input['Tour']['tardest'].max() >= 1440: + input['Tour']['tardest'] = input['Tour']['tardest'].map(minmap) + if input['Tour']['tlvdest'].max() >= 1440: + input['Tour']['tlvdest'] = input['Tour']['tlvdest'].map(minmap) + if input['Tour']['tarorig'].max() >= 1440: + input['Tour']['tarorig'] = input['Tour']['tarorig'].map(minmap) + return(input) + +def min_to_hour(input, base): #Converts minutes since a certain time of the day to hour of the day + timemap = {} + for i in range(0, 24): + if i + base < 24: + for j in range(0, 60): + if i + base < 9: + timemap.update({i * 60 + j: '0' + str(i + base) + ' - 0' + str(i + base + 1)}) + elif i + base == 9: + timemap.update({i * 60 + j: '0' + str(i + base) + ' - ' + str(i + base + 1)}) + else: + timemap.update({i * 60 + j: str(i + base) + ' - ' + str(i + base + 1)}) + else: + for j in range(0, 60): + if i + base - 24 < 9: + timemap.update({i * 60 + j: '0' + str(i + base - 24) + ' - 0' + str(i + base - 23)}) + elif i + base - 24 == 9: + timemap.update({i * 60 + j: '0' + str(i + base - 24) + ' - ' + str(i + base - 23)}) + else: + timemap.update({i * 60 + j:str(i + base - 24) + ' - ' + str(i + base - 23)}) + output = input.map(timemap) + return output + +def Thousands_Comma_Insertifier_9000(number): + number_string = str(number) + try: + decimal_position = number_string.index('.') + integer_part = number_string[:decimal_position] + decimal_part = number_string[decimal_position:] + except ValueError: + decimal_position = False + integer_part = number_string + decimal_part = '' + integer_length = len(integer_part) + num_commas = (integer_length - 1) / 3 + if integer_length % 3 != 0: + digits_before_comma = integer_length % 3 - 1 + else: + digits_before_comma = 2 + integer_list = [integer_part[:(digits_before_comma + 1)]] + for i in range(num_commas): + integer_list.append(integer_part[3*i + digits_before_comma + 1: 3*i + digits_before_comma + 4]) + out_integer = ','.join(integer_list) + out_number = out_integer + decimal_part + return out_number + +def add_percent_sign(input): + output = str(input) + ' %' + return output + + +#datafile = 'D:/soundcat/soundcat/outputs/daysim_outputs.h5' +#datafile = 'R:/JOE/summarize/daysim_outputs.h5' +datafile = 'Q:/soundcast/outputs/daysim_outputs.h5' +guidefile = 'Q:/soundcast/scripts/summarize/CatVarDict.xlsx' +districtfile = 'Q:/soundcast/scripts/summarize/TAZ_TAD_County.csv' +urbcen = 'Q:/soundcast/scripts/summarize/parcels_in_urbcens.csv' +data = h5toDF.convert(datafile, guidefile, 'Results') +zone_district = get_districts(districtfile) +parcels_regional_centers = pd.DataFrame.from_csv(urbcen) +HHPer = pd.merge(data['Household'][['hhno', 'hhparcel']], data['Person'][['pwpcl', 'hhno', 'psexpfac', 'pno']], on = 'hhno') +hh_center = pd.merge(HHPer[['hhno', 'pno', 'hhparcel', 'psexpfac']], parcels_regional_centers, + 'outer', left_on = 'hhparcel', right_index = True) +hh_center = hh_center.dropna(subset = ['NAME']) + +center_populations = hh_center[['NAME', 'psexpfac']].groupby('NAME').sum()['psexpfac'] +total_population = pd.Series(data = hh_center['psexpfac'].sum(), index = ['Total']) +center_populations = center_populations.append(total_population) + +work_center = pd.merge(HHPer[['hhno', 'pwpcl']], parcels_regional_centers, + 'outer', left_on = 'pwpcl', right_index = True) +work_center = work_center.dropna(subset = ['NAME']) + +center_list = parcels_regional_centers['NAME'].value_counts().sort_index().index.tolist() +center_list.append('Total') +modes = data['Trip']['mode'].value_counts().index + +mode_split = pd.DataFrame(index = center_list, columns = modes) +work_mode_split = pd.DataFrame(index = center_list, columns = modes) +work_dest_mode_split = pd.DataFrame(index = center_list, columns = modes) +miles_traveled = pd.DataFrame(index = center_list, columns = ['VMT', 'PMT', 'VMT per Person', 'PMT per Person']) +arrival_mode_split = pd.DataFrame(index = center_list, columns = modes) +departure_mode_split = pd.DataFrame(index = center_list, columns = modes) + +times = min_to_hour(data['Trip']['arrtm'], 3).value_counts().sort_index().index + +hournames = ['Midnight - 1 AM'] +for i in range(1,11): + hournames.append(str(i) + ' - ' + str(i + 1) + ' AM') +hournames = hournames + ['11 AM - Noon', 'Noon - 1 PM'] +for i in range(1,11): + hournames.append(str(i) + ' - ' + str(i + 1) + ' PM') +hournames.append('11 PM - Midnight') + +trips_by_time = {} + +for time_range in times: + time_df = pd.DataFrame(index = center_list, columns = ['Arrivals', 'Departures', 'Change']) + trips_by_time.update({time_range: time_df}) + +regional_center_data = {} + +for center in center_list: + timerstart = time.time() + regional_summaries = {} + if center is not 'Total': + trip_hh_center = pd.merge(data['Trip'][['dpurp', 'mode', 'hhno', 'trexpfac', 'travdist', 'dorp', 'pno']], + hh_center, on = ['hhno', 'pno']).query('NAME == "' + str(center) + '"') + else: + trip_hh_center = pd.merge(data['Trip'][['dpurp', 'mode', 'hhno', 'trexpfac', 'travdist', 'dorp', 'pno']], + hh_center, on = ['hhno', 'pno']) + total_trips_center = trip_hh_center['trexpfac'].sum() + mode_share = (trip_hh_center[['mode', 'trexpfac']].groupby('mode').sum()['trexpfac'] / total_trips_center).round(3) + regional_summaries.update({'Mode Split': mode_share}) + + for mode in mode_share.index: + mode_split[mode][center] = regional_summaries['Mode Split'][mode] + + work_trips_center = trip_hh_center[['dpurp', 'trexpfac', 'mode']].query ('dpurp == "Work"') + total_work_trips_center = work_trips_center['trexpfac'].sum() + work_trips_mode_share = (work_trips_center[['mode', 'trexpfac']].groupby('mode').sum()['trexpfac'] / total_work_trips_center).round(3) + regional_summaries.update({'Work Mode Split': work_trips_mode_share}) + + regional_center_data.update({center: regional_summaries}) + + for mode in work_trips_mode_share.index: + work_mode_split[mode][center] = regional_summaries['Work Mode Split'][mode] + + if center is not 'Total': + trip_work_center = pd.merge(data['Trip'][['dpurp', 'mode', 'hhno', 'trexpfac']], + work_center, on = 'hhno').query('NAME == "' + str(center) + '" and dpurp == "Work"') + else: + trip_work_center = pd.merge(data['Trip'][['dpurp', 'mode', 'hhno', 'trexpfac']], + work_center, on = 'hhno') + total_trips_center = trip_work_center['trexpfac'].sum() + work_dest_mode_share = (trip_work_center[['mode', 'trexpfac']].groupby('mode').sum()['trexpfac'] / total_trips_center).round(3) + regional_summaries.update({'Work Destination Mode Split': work_dest_mode_share}) + + for mode in work_dest_mode_share.index: + work_dest_mode_split[mode][center] = regional_summaries['Work Destination Mode Split'][mode] + + driver_trips_center = trip_hh_center[['dorp', 'travdist', 'trexpfac']].query('dorp == "Driver"') + vmt = (driver_trips_center['travdist'].multiply(driver_trips_center['trexpfac'])).sum() + try: + vmt_per_person = vmt / center_populations[center] + except ZeroDivisionError: + vmt_per_person = float('nan') + pmt = (trip_hh_center['travdist'].multiply(trip_hh_center['trexpfac'])).sum() + try: + pmt_per_person = pmt / center_populations[center] + except ZeroDivisionError: + pmt_per_person = float('nan') + + regional_summaries.update({'VMT': vmt, 'PMT': pmt, 'VMT per Person': vmt_per_person, 'PMT per Person': pmt_per_person}) + + if miles_traveled['VMT'][center] == 0: + miles_traveled['VMT'][center] = float('nan') + else: + miles_traveled['VMT'][center] = regional_summaries['VMT'] + if miles_traveled['PMT'][center] == 0: + miles_traveled['PMT'][center] = float('nan') + else: + miles_traveled['PMT'][center] = regional_summaries['PMT'] + miles_traveled['VMT per Person'][center] = regional_summaries['VMT per Person'] + miles_traveled['PMT per Person'][center] = regional_summaries['PMT per Person'] + + if center is not 'Total': + center_parcels = parcels_regional_centers.query('NAME == "' + str(center) + '"').reset_index() + else: + center_parcels = parcels_regional_centers.reset_index() + pcl_list = center_parcels['hhparcel'].value_counts().index + + arrivals = data['Trip'][['opcl', 'dpcl', 'arrtm', 'mode', 'trexpfac']].query('dpcl in @pcl_list and opcl not in @pcl_list') + arrivals['arr_hr'] = min_to_hour(arrivals['arrtm'], 3) + arrivals_by_time = arrivals[['arr_hr', 'trexpfac']].groupby('arr_hr').sum()['trexpfac'].round(0) + + total_arrivals = arrivals['trexpfac'].sum() + try: + a_mode_split = arrivals[['mode', 'trexpfac']].groupby('mode').sum()['trexpfac'] / total_arrivals + except ZeroDivisionError: + pass + for mode in a_mode_split.index: + arrival_mode_split[mode][center] = a_mode_split[mode].round(3) + + departures = data['Trip'][['opcl', 'dpcl', 'deptm', 'mode', 'trexpfac']].query('opcl in @pcl_list and dpcl not in @pcl_list') + departures['dep_hr'] = min_to_hour(departures['deptm'], 3) + departures_by_time = departures[['dep_hr', 'trexpfac']].groupby('dep_hr').sum()['trexpfac'].round(0) + + total_departures = departures['trexpfac'].sum() + try: + d_mode_split = departures[['mode', 'trexpfac']].groupby('mode').sum()['trexpfac'] / total_departures + except ZeroDivisionError: + pass + for mode in a_mode_split.index: + departure_mode_split[mode][center] = d_mode_split[mode].round(3) + + for time_range in times: + trips_by_time[time_range]['Arrivals'][center] = arrivals_by_time[time_range] + trips_by_time[time_range]['Departures'][center] = departures_by_time[time_range] + trips_by_time[time_range]['Change'][center] = arrivals_by_time[time_range] - departures_by_time[time_range] + + print(center + ': ' + str(round(time.time() - timerstart, 1)) + ' seconds') + + +miles_traveled['VMT/PMT Ratio'] = np.nan +for center in center_list: + try: + miles_traveled['VMT/PMT Ratio'][center] = miles_traveled['VMT'][center] / miles_traveled['PMT'][center] + except ZeroDivisionError: + continue +miles_traveled = miles_traveled.convert_objects(convert_numeric = True) +for column in miles_traveled.columns: + if column == 'VMT' or column == 'PMT': + miles_traveled[column] = miles_traveled[column].round(0).apply(int).apply(Thousands_Comma_Insertifier_9000) + else: + miles_traveled[column] = miles_traveled[column].round(3) + +def add_pie_charts(writer, sheet_name): + colordict = {'SOV': '#C00000', 'HOV2': '#C06000', 'HOV3+': '#C00060', 'Walk': '#008000', 'Bike': '#0040C0', 'Transit': '#757575', 'School Bus': '#FFD800'} + workbook = writer.book + worksheet = writer.sheets[sheet_name] + book = xlrd.open_workbook(writer.path) + sheet = book.sheet_by_name(sheet_name) + for i in range(worksheet.dim_rowmax): + chart = workbook.add_chart({'type': 'pie'}) + chart.add_series({'name': [sheet_name, i + 1, 0], + 'categories': [sheet_name, 0, 1, 0, 7], + 'values': [sheet_name, i + 1, 1, i + 1, 7], + 'data_labels': {'value': True, 'leader_lines': True}, + 'points': [ + {'fill': {'color': colordict[sheet.cell(0, 1).value]}}, + {'fill': {'color': colordict[sheet.cell(0, 2).value]}}, + {'fill': {'color': colordict[sheet.cell(0, 3).value]}}, + {'fill': {'color': colordict[sheet.cell(0, 4).value]}}, + {'fill': {'color': colordict[sheet.cell(0, 5).value]}}, + {'fill': {'color': colordict[sheet.cell(0, 6).value]}}, + {'fill': {'color': colordict[sheet.cell(0, 7).value]}}, + ], + }) + chart.set_size({'width': 64 * 6, 'height': 280}) + if i % 2 == 0: + worksheet.insert_chart(1, 8 + 6 * (i / 2), chart) + else: + worksheet.insert_chart(15, 8 + 6 * (i / 2), chart) + + + +writer = pd.ExcelWriter('Q:/soundcast/outputs/Regional_Centers.xlsx', engine = 'xlsxwriter') +mode_split.to_excel(excel_writer = writer, sheet_name = 'Mode Split', na_rep = '-') +work_mode_split.to_excel(excel_writer = writer, sheet_name = 'Work Trip Mode Split', na_rep = '-') +work_dest_mode_split.to_excel(excel_writer = writer, sheet_name = 'Work Destination Mode Split', na_rep = '-') +miles_traveled.to_excel(excel_writer = writer, sheet_name = 'VMT and PMT', na_rep = '-') +for i in range(len(times)): + if i == 0: + trips_by_time[times[i]].to_excel(excel_writer = writer, sheet_name = 'Arrivals and Departures by Hour', + na_rep = '-', startrow = 1) + else: + trips_by_time[times[i]].to_excel(excel_writer = writer, sheet_name = 'Arrivals and Departures by Hour', + na_rep = '-', startrow = 1, startcol = 4*i + 1, index = False) + sheet = 'Arrivals and Departures by Hour' + worksheet = writer.sheets[sheet] + if i != len(times): + worksheet.write(0, 4*i, ' ') +arrival_mode_split.to_excel(excel_writer = writer, sheet_name = 'Arrival Mode Split', na_rep = '-') +departure_mode_split.to_excel(excel_writer = writer, sheet_name = 'Departure Mode Split', na_rep = '-') +writer.save() + +colwidths = xlautofit.even_widths_single_index('Q:/soundcast/outputs/Regional_Centers.xlsx') + +writer = pd.ExcelWriter('Q:/soundcast/outputs/Regional_Centers.xlsx', engine = 'xlsxwriter') +mode_split.to_excel(excel_writer = writer, sheet_name = 'Mode Split', na_rep = '-') +work_mode_split.to_excel(excel_writer = writer, sheet_name = 'Work Trip Mode Split', na_rep = '-') +work_dest_mode_split.to_excel(excel_writer = writer, sheet_name = 'Work Destination Mode Split', na_rep = '-') +miles_traveled.to_excel(excel_writer = writer, sheet_name = 'VMT and PMT', na_rep = '-') +workbook = writer.book +header_format = workbook.add_format({'bold': 'True', 'align': 'center', 'border': 1}) +top_5_format = workbook.add_format({'font_color': '#006060', 'bold': 'True'}) +bot_5_format = workbook.add_format({'font_color': '#600060', 'bold': 'True'}) +for i in range(len(times)): + if i == 0: + trips_by_time[times[i]].to_excel(excel_writer = writer, sheet_name = 'Arrivals and Departures by Hour', + na_rep = '-', startrow = 1) + else: + trips_by_time[times[i]].to_excel(excel_writer = writer, sheet_name = 'Arrivals and Departures by Hour', + na_rep = '-', startrow = 1, startcol = 4*i + 1, index = False) + sheet = 'Arrivals and Departures by Hour' + worksheet = writer.sheets[sheet] + worksheet.merge_range(0, 4*i + 1, 0, 4*i + 3, hournames[i] , header_format) +arrival_mode_split.to_excel(excel_writer = writer, sheet_name = 'Arrival Mode Split', na_rep = '-') +departure_mode_split.to_excel(excel_writer = writer, sheet_name = 'Departure Mode Split', na_rep = '-') +for sheet in writer.sheets: + worksheet = writer.sheets[sheet] + for colnum in range(worksheet.dim_colmax + 1): + worksheet.set_column(colnum, colnum, width = colwidths[sheet][colnum]) + worksheet.conditional_format(1, colnum, 27, colnum, {'type': 'top', 'value': '5', 'format': top_5_format}) + worksheet.conditional_format(1, colnum, 27, colnum, {'type': 'bottom', 'value': '5', 'format': bot_5_format}) + if sheet == 'Work Destination Mode Split': + worksheet.write(0, 0, 'Workplace Center', header_format) + elif sheet == 'Arrivals and Departures by Hour': + worksheet.write(1, 0, 'Center', header_format) + worksheet.freeze_panes(0, 1) + else: + worksheet.write(0, 0, 'Household Center', header_format) + if sheet != 'VMT and PMT' and sheet != 'Arrivals and Departures by Hour': + add_pie_charts(writer, sheet) +writer.save() \ No newline at end of file diff --git a/scripts/summarize/SCsummary.py b/scripts/summarize/SCsummary.py index cbc8b8ba..23eb1a1d 100644 --- a/scripts/summarize/SCsummary.py +++ b/scripts/summarize/SCsummary.py @@ -1,3 +1,17 @@ +#Copyright [2014] [Puget Sound Regional Council] + +#Licensed under the Apache License, Version 2.0 (the "License"); +#you may not use this file except in compliance with the License. +#You may obtain a copy of the License at + +# http://www.apache.org/licenses/LICENSE-2.0 + +#Unless required by applicable law or agreed to in writing, software +#distributed under the License is distributed on an "AS IS" BASIS, +#WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +#See the License for the specific language governing permissions and +#limitations under the License. + import numpy as np import pandas as pd import xlsxwriter @@ -496,7 +510,8 @@ def DestChoice(data1, data2, name1, name2, location, districtfile): print('---Begin Destination Choice Report compilation---') start = time.time() - #Filter out unreasonable trip/tour lengths + #Filter out unreasonable trip/tour lengths + #survey data does not include drive to transit trips, remove- how can we do this without referencing max internal zone? tour_ok_1 = data1['Tour'].query('tautodist>0 and tautodist<200')[['hhno', 'pno', 'tour', 'day', 'tautodist', 'toexpfac', 'pdpurp', 'tmodetp', 'tdtaz']] tour_ok_2 = data2['Tour'].query('tautodist>0 and tautodist<200')[['hhno', 'pno', 'tour', 'day', 'tautodist', 'toexpfac', 'pdpurp', 'tmodetp', 'tdtaz']] trip_ok_1 = data1['Trip'].query('travdist>0 and travdist<200')[['hhno', 'pno', 'tour', 'day', 'travdist', 'trexpfac', 'dpurp', 'mode', 'dtaz']] @@ -563,6 +578,8 @@ def DestChoice(data1, data2, name1, name2, location, districtfile): cp3 = time.time() print('Number of trips by tour purpose data frame created in ' + str(round(cp3 - cp2, 1)) + ' seconds') + + #Average Distance by Trip Purpose atripdist1 = weighted_average(trip_ok_1, 'travdist', 'trexpfac', 'dpurp') atripdist2 = weighted_average(trip_ok_2, 'travdist', 'trexpfac', 'dpurp') @@ -761,6 +778,7 @@ def DestChoice(data1, data2, name1, name2, location, districtfile): num_students.set_legend({'position': 'top'}) num_students.set_size({'x_scale':2,'y_scale':1.5}) worksheet.insert_chart('J15', num_students) + worksheet.write('A20', 'Transit Lengths are wrong! Ignore') writer.save() print('---Destination Choice Report successfully compiled in ' + str(round(time.time() - start, 1)) + ' seconds---') @@ -1097,6 +1115,7 @@ def ModeChoice(data1, data2, name1, name2, location): colors=['#0c2c56','#005c5c'] for sheet in writer.sheets: worksheet=writer.sheets[sheet] + worksheet.write('A20', 'Transit Lengths are wrong! Ignore') for col_num in range(worksheet.dim_colmax+1): worksheet.set_column(col_num,col_num,colwidths[sheet][col_num]) if sheet != 'Trip Mode by Tour Mode': diff --git a/scripts/summarize/SoundCastNotebook.ipynb b/scripts/summarize/SoundCastNotebook.ipynb new file mode 100644 index 00000000..b0186fd3 --- /dev/null +++ b/scripts/summarize/SoundCastNotebook.ipynb @@ -0,0 +1,1929 @@ +{ + "metadata": { + "name": "", + "signature": "sha256:2ca8c46bffc7339fb2983c0cde6d0759b91a7bba2cba6cdffc01fd61d83c5b3a" + }, + "nbformat": 3, + "nbformat_minor": 0, + "worksheets": [ + { + "cells": [ + { + "cell_type": "code", + "collapsed": false, + "input": [ + "import numpy as np\n", + "import pandas as pd\n", + "import xlsxwriter\n", + "import time\n", + "import h5toDF\n", + "import xlautofit\n", + "import math\n", + "from summary_functions import *" + ], + "language": "python", + "metadata": {}, + "outputs": [], + "prompt_number": 1 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "#################################### WHERE ARE YOU RUNNING? ####################################\n", + "model_dir = 'C:/soundcast/soundcast/'\n", + "\n", + "\n", + "### OTHER PATHS. FOR A TYPICAL RUN, YOU DON'T HAVE TO CHANGE THESE ######################################\n", + "h5_results_file = 'outputs/daysim_outputs.h5'\n", + "h5_results_name = 'DaysimOutputs'\n", + "h5_comparison_file = 'scripts/summarize/survey.h5'\n", + "h5_comparison_name = 'Survey'\n", + "guidefile = 'scripts/summarize/CatVarDict.xlsx'\n", + "districtfile = 'scripts/summarize/TAZ_TAD_County.csv'\n", + "report_output_location = 'outputs'\n", + "\n", + "parcel_decay_file = 'inputs/buffered_parcels.dat'\n", + "travel_time_file = 'inputs/ObservedTravelTimes.xlsx'\n", + "\n", + "topsheet = 'outputs/Topsheet.xlsx'\n", + "\n", + "\n", + "\n", + "h5_results_file = model_dir + h5_results_file\n", + "h5_comparison_file = model_dir + h5_comparison_file\n", + "guidefile = model_dir + guidefile\n", + "districtfile = model_dir + districtfile\n", + "report_output_location = 'outputs'\n" + ], + "language": "python", + "metadata": {}, + "outputs": [], + "prompt_number": 2 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "#READ IN YOUR DATA\n", + "data1 = h5toDF.convert(h5_results_file,guidefile,h5_results_name)\n", + "data2 = h5toDF.convert(h5_comparison_file,guidefile,h5_comparison_name)\n", + "zone_district = pd.DataFrame.from_csv(districtfile, index_col = None)" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "---Begin DaysimOutputs conversion---\n", + "Guide import complete\n", + "Guide converted to dictionary in 0.0 seconds\n", + "Household File import/recode complete in 0.8 seconds" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "HouseholdDay File import/recode complete in 0.3 seconds" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "Person File import/recode complete in 3.1 seconds" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "PersonDay File import/recode complete in 1.6 seconds" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "Tour File import/recode complete in 5.1 seconds" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "Trip File import/recode complete in 13.0 seconds" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "---DaysimOutputs import/recode complete in 24.0 seconds---\n", + "---Begin Survey conversion---\n", + "Guide import complete\n", + "Guide converted to dictionary in 0.0 seconds\n", + "WARNING: Negative Expansion Factor Present!" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "Household File import/recode complete in 0.9 seconds" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "WARNING: Negative Expansion Factor Present!" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "HouseholdDay File import/recode complete in 0.6 seconds" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "WARNING: Negative Expansion Factor Present!" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "Person File import/recode complete in 2.4 seconds" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "WARNING: Negative Expansion Factor Present!" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "PersonDay File import/recode complete in 5.5 seconds" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "WARNING: Negative Travel Time Present!" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "WARNING: Negative Expansion Factor Present!" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "Tour File import/recode complete in 7.6 seconds" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "WARNING: Negative Travel Distance Present!" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "WARNING: Negative Travel Time Present!" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "WARNING: Negative Expansion Factor Present!" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "Trip File import/recode complete in 17.5 seconds" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n", + "---Survey import/recode complete in 34.5 seconds---\n", + "Negative expansion factors set to zero for Survey data" + ] + }, + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "\n" + ] + } + ], + "prompt_number": 3 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "## FORMATTING AND JOINING DATA #####################################################################################################\n", + "data1=hhmm_to_min(data1)\n", + "data2=hhmm_to_min(data2)\n", + "merge_per_hh_1 = pd.merge(data1['Person'][['pwtyp', 'psexpfac', 'pwpcl', 'pwaudist','pstyp', 'pspcl', 'psaudist', 'hhno']],\n", + " data1['Household'][['hhtaz', 'hhparcel', 'hhno']],\n", + " on = 'hhno')\n", + "merge_per_hh_2 = pd.merge(data2['Person'][['pwtyp', 'psexpfac', 'pwpcl', 'pwaudist','pstyp', 'pspcl', 'psaudist', 'hhno']],\n", + " data2['Household'][['hhtaz', 'hhparcel', 'hhno']],\n", + " on = 'hhno')\n", + "tour_ok_1 = data1['Tour'].query('tautodist>0 and tautodist<200')[['hhno', 'pno', 'tour', 'day', 'tautodist', 'toexpfac', 'pdpurp', 'tmodetp', 'tdtaz']]\n", + "tour_ok_2 = data2['Tour'].query('tautodist>0 and tautodist<200')[['hhno', 'pno', 'tour', 'day', 'tautodist', 'toexpfac', 'pdpurp', 'tmodetp', 'tdtaz']] \n", + "trip_ok_1 = data1['Trip'].query('travdist>0 and travdist<200 and otaz<=3700 and dtaz<=3700')[['hhno', 'pno', 'tour', 'day', 'travdist', 'travtime', 'trexpfac', 'dpurp', 'mode', 'dtaz', 'otaz', 'opurp']]\n", + "trip_ok_2 = data2['Trip'].query('travdist>0 and travdist<200 and otaz<=3700 and dtaz<=3700')[['hhno', 'pno', 'tour', 'day', 'travdist', 'travtime', 'trexpfac', 'dpurp', 'mode', 'dtaz', 'otaz', 'opurp']] \n", + "\n", + "tourtrip1 = pd.merge(tour_ok_1[['hhno', 'pno', 'tour', 'day', 'tautodist', 'toexpfac', 'pdpurp', 'tmodetp']],\n", + " trip_ok_1[['hhno', 'pno', 'tour', 'day', 'trexpfac']],\n", + " on = ['hhno', 'pno', 'tour', 'day'])\n", + "tourtrip2 = pd.merge(tour_ok_2[['hhno', 'pno', 'tour', 'day', 'tautodist', 'toexpfac', 'pdpurp', 'tmodetp']],\n", + " trip_ok_2[['hhno', 'pno', 'tour', 'day', 'trexpfac']],\n", + " on = ['hhno', 'pno', 'tour', 'day'])\n" + ], + "language": "python", + "metadata": {}, + "outputs": [], + "prompt_number": 5 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "atripdist1m = weighted_average(trip_ok_1, 'travdist', 'trexpfac', 'mode')\n", + "atripdist2m = weighted_average(trip_ok_2, 'travdist', 'trexpfac', 'mode')" + ], + "language": "python", + "metadata": {}, + "outputs": [], + "prompt_number": 6 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "atripdist1m" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "metadata": {}, + "output_type": "pyout", + "prompt_number": 7, + "text": [ + "mode\n", + "Bike 7.404432\n", + "HOV2 6.185401\n", + "HOV3+ 5.821141\n", + "SOV 7.932588\n", + "School Bus 4.947502\n", + "Transit 22.787558\n", + "Walk 1.636130\n", + "Name: travdist_wa, dtype: float64" + ] + } + ], + "prompt_number": 7 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "atripdist2m" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "metadata": {}, + "output_type": "pyout", + "prompt_number": 8, + "text": [ + "mode\n", + "Bike 4.589838\n", + "HOV2 5.949430\n", + "HOV3+ 5.207938\n", + "Other 7.381191\n", + "SOV 7.540169\n", + "School Bus 3.847048\n", + "Transit 8.036180\n", + "Walk 0.950366\n", + "Name: travdist_wa, dtype: float64" + ] + } + ], + "prompt_number": 8 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "atriptime1m = weighted_average(trip_ok_1, 'travtime', 'trexpfac', 'mode')\n", + "atriptime2m = weighted_average(trip_ok_2, 'travtime', 'trexpfac', 'mode')" + ], + "language": "python", + "metadata": {}, + "outputs": [], + "prompt_number": 9 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "atriptime1m" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "metadata": {}, + "output_type": "pyout", + "prompt_number": 10, + "text": [ + "mode\n", + "Bike 29.968729\n", + "HOV2 16.527762\n", + "HOV3+ 15.867036\n", + "SOV 20.133846\n", + "School Bus 14.949288\n", + "Transit 50.413886\n", + "Walk 32.722606\n", + "Name: travtime_wa, dtype: float64" + ] + } + ], + "prompt_number": 10 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "atriptime2m" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "metadata": {}, + 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hhnopnotourdaytravdisttravtimetrexpfacdtazotaztravdist_sptravtime_sp
count 14664052.000000 14664052.000000 14664052.000000 14664052 14664052.000000 14664052.000000 14664052 14664052.000000 14664052.000000 14664052.000000 14664052.000000
mean 915604.586229 2.103748 1.447985 1 6.765914 20.260992 1 1909.699229 1909.646043 6.765914 20.260992
std 417617.655626 1.315482 0.702236 0 8.217230 18.210720 0 1030.951837 1030.976757 8.217230 18.210720
min 1.000000 1.000000 1.000000 1 0.003220 0.034289 1 1.000000 1.000000 0.003220 0.034289
25% 581390.000000 1.000000 1.000000 1 1.663811 9.108392 1 1088.000000 1088.000000 1.663811 9.108392
50% 932258.000000 2.000000 1.000000 1 3.750000 14.870000 1 1879.000000 1879.000000 3.750000 14.870000
75% 1255007.000000 3.000000 2.000000 1 8.520000 25.130000 1 2721.000000 2721.000000 8.520000 25.130000
max 1597077.000000 17.000000 8.000000 1 156.530000 220.210000 1 3700.000000 3700.000000 156.530000 220.210000
\n", + "
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hhnopnotourdaytravdisttravtimetrexpfacdpurpmodedtazotazopurptravdist_sptravtime_sp
36 300328 1 3 1 13.108000 52.432000 1 Escort Bike 1537 918 None/Home 13.108000 52.432000
38 300328 2 1 1 1.713445 6.853781 1 School Bike 913 918 None/Home 1.713445 6.853781
39 300328 2 1 1 1.713445 6.853781 1 None/Home Bike 918 913 School 1.713445 6.853781
250 424162 1 1 1 7.204000 28.816000 1 Work Bike 3432 3331 None/Home 7.204000 28.816000
251 424162 1 1 1 4.902500 19.610000 1 Social Bike 3393 3432 Work 4.902500 19.610000
252 424162 1 1 1 3.647500 14.590000 1 Social Bike 3329 3393 Social 3.647500 14.590000
455 300331 4 1 1 2.723740 10.894959 1 School Bike 960 918 None/Home 2.723740 10.894959
456 300331 4 1 1 2.723740 10.894959 1 None/Home Bike 918 960 School 2.723740 10.894959
521 818808 1 1 1 8.668500 34.674000 1 Work Bike 2191 3045 Shop 8.668500 34.674000
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853 1018384 2 1 1 4.869886 29.219318 1 Work Bike 1547 1487 None/Home 4.869886 29.219318
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1714 1415458 2 1 1 13.702000 54.808000 1 None/Home Bike 1528 1340 Shop 13.702000 54.808000
1795 1476832 1 1 1 4.343500 17.374000 1 Work Bike 360 239 Work 4.343500 17.374000
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.............................................
14916553 1596990 1 1 1 2.468034 9.872136 1 None/Home Bike 214 310 Work 2.468034 9.872136
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"14919737 11.211318 \n", + "\n", + "[242586 rows x 14 columns]" + ] + } + ], + "prompt_number": 15 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [], + "language": "python", + "metadata": {}, + "outputs": [] + } + ], + "metadata": {} + } + ] +} \ No newline at end of file diff --git a/scripts/summarize/TravelTimeSummary.py b/scripts/summarize/TravelTimeSummary.py index b4182d5c..120167fc 100644 --- a/scripts/summarize/TravelTimeSummary.py +++ b/scripts/summarize/TravelTimeSummary.py @@ -1,3 +1,17 @@ +#Copyright [2014] [Puget Sound Regional Council] + +#Licensed under the Apache License, Version 2.0 (the "License"); +#you may not use this file except in compliance with the License. +#You may obtain a copy of the License at + +# http://www.apache.org/licenses/LICENSE-2.0 + +#Unless required by applicable law or agreed to in writing, software +#distributed under the License is distributed on an "AS IS" BASIS, +#WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +#See the License for the specific language governing permissions and +#limitations under the License. + import pandas as pd import sys import get_skims diff --git a/scripts/summarize/Visualization.py b/scripts/summarize/Visualization.py index e02422c1..13cdc497 100644 --- a/scripts/summarize/Visualization.py +++ b/scripts/summarize/Visualization.py @@ -1,3 +1,17 @@ +#Copyright [2014] [Puget Sound Regional Council] + +#Licensed under the Apache License, Version 2.0 (the "License"); +#you may not use this file except in compliance with the License. +#You may obtain a copy of the License at + +# http://www.apache.org/licenses/LICENSE-2.0 + +#Unless required by applicable law or agreed to in writing, software +#distributed under the License is distributed on an "AS IS" BASIS, +#WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +#See the License for the specific language governing permissions and +#limitations under the License. + import sys import os.path sys.path.append("C:\\Program Files (x86)\\ArcGIS\\Desktop10.2\\bin") diff --git a/scripts/summarize/get_skims.py b/scripts/summarize/get_skims.py index 5108df68..197d151f 100644 --- a/scripts/summarize/get_skims.py +++ b/scripts/summarize/get_skims.py @@ -1,3 +1,17 @@ +#Copyright [2014] [Puget Sound Regional Council] + +#Licensed under the Apache License, Version 2.0 (the "License"); +#you may not use this file except in compliance with the License. +#You may obtain a copy of the License at + +# http://www.apache.org/licenses/LICENSE-2.0 + +#Unless required by applicable law or agreed to in writing, software +#distributed under the License is distributed on an "AS IS" BASIS, +#WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +#See the License for the specific language governing permissions and +#limitations under the License. + import h5py import pandas as pd import numpy as np diff --git a/scripts/summarize/h5toDF.py b/scripts/summarize/h5toDF.py index 34e4ba02..042fe865 100644 --- a/scripts/summarize/h5toDF.py +++ b/scripts/summarize/h5toDF.py @@ -1,3 +1,17 @@ +#Copyright [2014] [Puget Sound Regional Council] + +#Licensed under the Apache License, Version 2.0 (the "License"); +#you may not use this file except in compliance with the License. +#You may obtain a copy of the License at + +# http://www.apache.org/licenses/LICENSE-2.0 + +#Unless required by applicable law or agreed to in writing, software +#distributed under the License is distributed on an "AS IS" BASIS, +#WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +#See the License for the specific language governing permissions and +#limitations under the License. + import numpy as np import pandas as pd import h5py diff --git a/scripts/summarize/net_summary_simplify.py b/scripts/summarize/net_summary_simplify.py index 0dd063ec..5b4d5481 100644 --- a/scripts/summarize/net_summary_simplify.py +++ b/scripts/summarize/net_summary_simplify.py @@ -1,13 +1,100 @@ +#Copyright [2014] [Puget Sound Regional Council] + +#Licensed under the Apache License, Version 2.0 (the "License"); +#you may not use this file except in compliance with the License. +#You may obtain a copy of the License at + +# http://www.apache.org/licenses/LICENSE-2.0 + +#Unless required by applicable law or agreed to in writing, software +#distributed under the License is distributed on an "AS IS" BASIS, +#WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +#See the License for the specific language governing permissions and +#limitations under the License. + import pandas as pd import xlautofit import sys import xlsxwriter +import numpy as np import xlrd import time import summary_functions as scf from input_configuration import * -#Define dictionary to map from screenline number to name + + +input_file = report_output_location+'/network_summary_detailed.xlsx' +output_file= report_output_location+'/network_summary.xlsx' +net_summary_df = pd.io.excel.read_excel(input_file, sheetname = 'Network Summary') +model_run_name = 'Model Run' +comparison_name = 'Comparison Scenario' +comparison_scenario_file = xlrd.open_workbook('output_templates/NetworkSummaryTemplate.xlsx') +comparison_scenario_sheet = comparison_scenario_file.sheet_by_name('Network') + +net_summary = xlsxwriter.Workbook(output_file) + +#Observed data and keys +am_transit_key_df = pd.io.excel.read_excel('inputs/TransitRouteKey.xlsx','AM').dropna() +am_observed_df = pd.io.excel.read_excel('inputs/ObservedBoardings.xlsx', 'AM') +md_transit_key_df = pd.io.excel.read_excel('inputs/TransitRouteKey.xlsx', 'MD').dropna() +md_observed_df = pd.io.excel.read_excel('inputs/ObservedBoardings.xlsx', 'MD') + +transit_df = pd.io.excel.read_excel(input_file, sheetname = 'Transit Summaries') + + +summary_by_tp_4k = net_summary_df.groupby('TP_4k').sum() #Group by 4k time +totals = net_summary_df.sum() + + +#Create lists to iterate over +variables = ['vmt', 'vht', 'delay'] +times = ['am', 'md', 'pm', 'ev', 'ni', 'Total'] +facilities = ['Freeways', 'Arterials', 'Connectors', 'Total'] +title_rows = {'vmt': 0, 'vht': 14, 'delay': 28} #Says which row to start at for each variable + +#Define formatting +#Input Locations +# for testing !!!!!!!!! remove later +global font +global title_format +global header_format +global index_format +global number_format +global percent_format +global decimal_format +global string_format +global cond_format +global colors + +font = 'Times New Roman' +title_format = net_summary.add_format({'bold': True, 'font_name': font, 'font_size': 14}) +header_format = net_summary.add_format({'bold': True, 'font_name': font, 'font_size': 11, 'align': 'center', 'bottom': True}) +index_format = net_summary.add_format({'bold': True, 'font_name': font, 'font_size': 11, 'align': 'left'}) +number_format = net_summary.add_format({'font_name': font, 'num_format': '#,##0', 'align': 'right'}) +percent_format = net_summary.add_format({'font_name': font, 'num_format': '0.00%'}) +decimal_format = net_summary.add_format({'font_name': font, 'num_format': '0.00'}) +string_format = net_summary.add_format({'align': 'left'}) +cond_format = net_summary.add_format({'bold': True, 'font_color': '#800000'}) +colors = ['#004488', '#00CCCC'] + +#input_file = report_output_location + '/network_summary_detailed.xlsx' +#output_file = report_output_location + '/network_summary.xlsx' +#net_summary_df = pd.io.excel.read_excel(input_file, sheetname = 'Network Summary') +#model_run_name = 'Model Run' +#comparison_name = 'Comparison Scenario' +#comparison_scenario_file = xlrd.open_workbook('output_templates/NetworkSummaryTemplate.xlsx') +#comparison_scenario_sheet = comparison_scenario_file.sheet_by_name('Network') +#am_transit_key_df = pd.io.excel.read_excel('inputs/TransitRouteKey.xlsx', 'AM').dropna() +#am_observed_df = pd.io.excel.read_excel('inputs/ObservedBoardings.xlsx', 'AM') + +#md_transit_key_df = pd.io.excel.read_excel('inputs/TransitRouteKey.xlsx', 'MD').dropna() +#md_observed_df = pd.io.excel.read_excel('inputs/ObservedBoardings.xlsx', 'MD') + + + + +#Define dictionary to map from screenline number to name; this should be a file screenline_dict = {'Primary': { 4: 'Tacoma - East of CBD', 14: 'Auburn', @@ -64,6 +151,19 @@ 'Preston, Issaquah': 84674, 'Woodinville': 99360} +transit_agency_dict = {'ET': 'Everett Transit', + 'KT': 'Kitsap Transit', + 'CT': 'Community Transit', + 'PT': 'Pierce Transit', + 'MK': 'King County Metro', + 'ST': 'Sound Transit Express', + 'CR': 'Commuter Rail', + 'LR': 'Light Rail', + 'SC': 'Monorail', + 'WF': 'Ferry'} + + + #Function to write a table for screenlines def write_screenline_tables(workbook, worksheet, screenline_type, header_format, index_format, number_format, percent_format, decimal_format, cond_format): screenline_df = pd.io.excel.read_excel(input_file, sheetname = 'Screenline Volumes') @@ -113,7 +213,7 @@ def write_screenline_tables(workbook, worksheet, screenline_type, header_format, worksheet.write_string(total_row, 1, 'Total', index_format) worksheet.write_number(total_row, 2, screenline_df['Modeled Volume'].sum(), number_format_bold) worksheet.write_number(total_row, 3, screenline_df['Observed Volume'].sum(), number_format_bold) - worksheet.write_number(total_row, 4, screenline_df['Observed Volume'].sum() / screenline_df['Modeled Volume'].sum(), decimal_format_bold) + worksheet.write_number(total_row, 4, screenline_df['Modeled Volume'].sum() / screenline_df['Observed Volume'].sum(), decimal_format_bold) worksheet.write_number(total_row, 5, screenline_df['Modeled Volume'].sum() - screenline_df['Observed Volume'].sum(), number_format_bold) worksheet.write_number(total_row, 6, screenline_df['Difference'].sum() / screenline_df['Observed Volume'].sum(), percent_format_bold) @@ -122,7 +222,7 @@ def write_screenline_tables(workbook, worksheet, screenline_type, header_format, worksheet.conditional_format('G18:G29', {'type': 'cell', 'criteria': '>=', 'value': 1, 'format': cond_format}) worksheet.conditional_format('G18:G29', {'type': 'cell', 'criteria': '<=', 'value': -.5, 'format': cond_format}) -#Function to create a scatterplot for modeled vs. observed boardings +#Function to create a scatterplot for modeled vs. observed boardings def create_boarding_scatter_plot(workbook, worksheet, range, lr_slope, lr_intercept, r2, title, position, size): chart = workbook.add_chart({'type': 'scatter'}) chart.add_series({'name': 'Boardings', @@ -142,18 +242,22 @@ def create_boarding_scatter_plot(workbook, worksheet, range, lr_slope, lr_interc chart.set_size({'width': size[0], 'height': size[1]}) worksheet.insert_chart(position[0], position[1], chart) -#Function to create multiple scatterplots given boarding data for different agencies +#Function to create multiple scatterplots given boarding data for different +#agencies def get_boarding_plots(time_transit_df, time_name, workbook, worksheet, agency_code_list, agency_dict): n = len(time_transit_df.index.tolist()) model_col = 'Modeled ' + time_name + ' Boardings' observed_col = 'Observed ' + time_name + ' Boardings' + lr_slope = time_transit_df[[model_col, observed_col]].cov().loc[model_col, observed_col] / time_transit_df[observed_col].var() lr_intercept = time_transit_df[model_col].mean() - time_transit_df[observed_col].mean() * lr_slope r2 = (time_transit_df[[model_col, observed_col]].corr().loc[model_col, observed_col]) ** 2 + create_boarding_scatter_plot(workbook, worksheet, [1, n], lr_slope, lr_intercept, r2, 'Total', [0, 0], [152 * 7, 20 * 20]) + for code_no in range(len(agency_code_list)): code = agency_code_list[code_no] - agency_df = time_transit_df.query('Code == "' + code + '"') + agency_df = time_transit_df.query('Code == "' + str(code) + '"') lr_slope = agency_df[[model_col, observed_col]].cov().loc[model_col, observed_col] / agency_df[observed_col].var() lr_intercept = agency_df[model_col].mean() - agency_df[observed_col].mean() * lr_slope r2 = (agency_df[[model_col, observed_col]].corr().loc[model_col, observed_col]) ** 2 @@ -170,6 +274,7 @@ def write_transit_boarding_tables(worksheet, transit_df, start_row, time_abbr): index = transit_df.index.tolist() for colnum in range(len(columns)): worksheet.write_string(start_row + 1, colnum + 1, columns[colnum], header_format) + for rownum in range(len(index)): worksheet.write_string(start_row + rownum + 2, 0, index[rownum], index_format) for colnum in range(len(columns)): @@ -184,88 +289,17 @@ def write_transit_boarding_tables(worksheet, transit_df, start_row, time_abbr): except TypeError: worksheet.write_string(start_row + rownum + 2, colnum + 1, 'NA') -timer_start = time.time() - -for format_sheet in range(2): #runs through the code twice: once without and once with formatting column widths - - input_file = report_output_location + '/network_summary_detailed.xlsx' - output_file = report_output_location + '/network_summary.xlsx' - net_summary_df = pd.io.excel.read_excel(input_file, sheetname = 'Network Summary') - model_run_name = 'Model Run' - comparison_name = 'Comparison Scenario' - comparison_scenario_file = xlrd.open_workbook('output_templates/NetworkSummaryTemplate.xlsx') - comparison_scenario_sheet = comparison_scenario_file.sheet_by_name('Network') - - transit_agency_dict = {'ET': 'Everett Transit', - 'KT': 'Kitsap Transit', - 'CT': 'Community Transit', - 'PT': 'Pierce Transit', - 'MK': 'King County Metro', - 'ST': 'Sound Transit Express', - 'RL': 'Commuter Rail', - 'LR': 'Light Rail', - 'SC': 'Monorail', - 'WF': 'Ferry'} - - am_transit_key_df = pd.io.excel.read_excel('inputs/TransitRouteKey.xlsx', 'AM').dropna() - md_transit_key_df = pd.io.excel.read_excel('inputs/TransitRouteKey.xlsx', 'MD').dropna() - am_line_id_map = {} - am_agency_map = {} - am_route_to_agency = {} - for item in am_transit_key_df.index: - am_line_id_map.update({am_transit_key_df.loc[item, 'Emme_Rt_ID']: am_transit_key_df.loc[item, 'RouteNumber']}) - am_agency_map.update({am_transit_key_df.loc[item, 'Emme_Rt_ID']: am_transit_key_df.loc[item, 'Agency']}) - am_route_to_agency.update({am_transit_key_df.loc[item, 'RouteNumber']: am_transit_key_df.loc[item, 'Agency']}) - am_observed_map = {} - am_observed_df = pd.io.excel.read_excel('inputs/ObservedBoardings.xlsx', 'AM') - for item in am_observed_df.index: - am_observed_map.update({am_observed_df.loc[item, 'Route']: am_observed_df.loc[item, 'AM Observed']}) - md_line_id_map = {} - md_agency_map = {} - md_route_to_agency = {} - for item in md_transit_key_df.index: - md_line_id_map.update({md_transit_key_df.loc[item, 'Emme_Rt_ID']: md_transit_key_df.loc[item, 'RouteNumber']}) - md_agency_map.update({md_transit_key_df.loc[item, 'Emme_Rt_ID']: md_transit_key_df.loc[item, 'Agency']}) - md_route_to_agency.update({md_transit_key_df.loc[item, 'RouteNumber']: md_transit_key_df.loc[item, 'Agency']}) - md_observed_map = {} - md_observed_df = pd.io.excel.read_excel('inputs/ObservedBoardings.xlsx', 'MD') - for item in md_observed_df.index: - md_observed_map.update({md_observed_df.loc[item, 'Route']: md_observed_df.loc[item, 'MD Observed']}) + worksheet.conditional_format('E3:E13', {'type': 'cell', 'criteria': '>=', 'value': 1, 'format': cond_format}) + worksheet.conditional_format('E3:E13', {'type': 'cell', 'criteria': '<=', 'value': -0.5, 'format': cond_format}) + worksheet.conditional_format('E17:E27', {'type': 'cell', 'criteria': '>=', 'value': 1, 'format': cond_format}) + worksheet.conditional_format('E17:E27', {'type': 'cell', 'criteria': '<=', 'value': -0.5, 'format': cond_format}) - if format_sheet: - colwidths = xlautofit.even_widths_single_index(output_file) - - #Create lists to iterate over - variables = ['vmt', 'vht', 'delay'] - times = ['am', 'md', 'pm', 'ev', 'ni', 'Total'] - facilities = ['Freeways', 'Arterials', 'Connectors', 'Total'] - title_rows = {'vmt': 0, 'vht': 14, 'delay': 28} #Says which row to start at for each variable - - net_summary = xlsxwriter.Workbook(output_file) - network = net_summary.add_worksheet('Network') - #Define formatting - font = 'Times New Roman' - title_format = net_summary.add_format({'bold': True, 'font_name': font, 'font_size': 14}) - header_format = net_summary.add_format({'bold': True, 'font_name': font, 'font_size': 11, 'align': 'center', 'bottom': True}) - index_format = net_summary.add_format({'bold': True, 'font_name': font, 'font_size': 11, 'align': 'left'}) - number_format = net_summary.add_format({'font_name': font, 'num_format': '#,##0', 'align': 'right'}) - percent_format = net_summary.add_format({'font_name': font, 'num_format': '0.00%'}) - decimal_format = net_summary.add_format({'font_name': font, 'num_format': '0.00'}) - string_format = net_summary.add_format({'align': 'left'}) - cond_format = net_summary.add_format({'bold': True, 'font_color': '#800000'}) - colors = ['#004488', '#00CCCC'] - - summary_by_tp_4k = net_summary_df.groupby('TP_4k').sum() #Group by 4k time - totals = net_summary_df.sum() - - tables = {} - - def write_net_sum_tables(variable): #Function to write a table to the file +def write_net_sum_tables(network, variable, tables, format_sheet): #Function to write a table to the file start_row = title_rows[variable] - global tables time_df = tables[variable]['time'] headers = time_df.columns.tolist() - network.write_string(start_row, 0, variable.upper(), title_format) + if format_sheet: + network.merge_range(start_row, 0, start_row, 13, variable.upper(), title_format) network.write_string(start_row + 1, 0, 'Time Period', header_format) for i in range(4): network.write_string(start_row + 1, i + 1, headers[i], header_format) #Writes headers @@ -273,7 +307,10 @@ def write_net_sum_tables(variable): #Function to write a table to the file network.write_string(start_row + 2 + i, 0, times[i].upper(), index_format) for j in range(len(headers)): if headers[j] != '% Difference': - network.write_number(start_row + 2 + i, j + 1, time_df.loc[times[i], headers[j]], number_format) #Writes values and difference + if variable != 'Average Speed': + network.write_number(start_row + 2 + i, j + 1, time_df.loc[times[i], headers[j]], number_format) #Writes values and difference + else: + network.write_number(start_row + 2 + i, j + 1, time_df.loc[times[i], headers[j]], decimal_format) else: try: network.write_number(start_row + 2 + i, j + 1, time_df.loc[times[i], headers[j]] / 100, percent_format) #Writes percent difference @@ -284,7 +321,10 @@ def write_net_sum_tables(variable): #Function to write a table to the file network.write_string(start_row + 9 + i, 0, facilities[i], index_format) for j in range(len(headers)): if headers[j] != '% Difference': - network.write_number(start_row + 9 + i, j + 1, facility_df.loc[facilities[i], headers[j]], number_format) + if variable != 'Average Speed': + network.write_number(start_row + 9 + i, j + 1, facility_df.loc[facilities[i], headers[j]], number_format) + else: + network.write_number(start_row + 9 + i, j + 1, facility_df.loc[facilities[i], headers[j]], decimal_format) else: try: network.write_number(start_row + 9 + i, j + 1, facility_df.loc[facilities[i], headers[j]] / 100, percent_format) @@ -308,189 +348,96 @@ def write_net_sum_tables(variable): #Function to write a table to the file network.insert_chart(start_row + 1, 6, time_chart) network.insert_chart(start_row + 8, 6, facility_chart) - for variable in variables: - time_df = summary_by_tp_4k[['highway_' + variable, 'arterial_' + variable, 'connectors_' + variable]].transpose().sum() #Add up vmt, vht, and delay for times - time_df.set_value('Total', time_df.sum()) #Defines total - time_df = pd.DataFrame.from_items([(model_run_name, time_df)]) - comparison_dict = {} - for i in range(len(times)): - if times[i] == 'Total': - comparison_dict.update({comparison_scenario_sheet.cell(title_rows[variable] + 2 + i, 0).value: comparison_scenario_sheet.cell(title_rows[variable] + 2 + i, 1).value}) - else: - comparison_dict.update({comparison_scenario_sheet.cell(title_rows[variable] + 2 + i, 0).value.lower(): comparison_scenario_sheet.cell(title_rows[variable] + 2 + i, 1).value}) #Get values to compare to - time_df[comparison_name] = np.nan - for tod in comparison_dict: - time_df.loc[tod, comparison_name] = comparison_dict[tod] - time_df = scf.get_differences(time_df, model_run_name, comparison_name, -2) - facility_df = summary_by_tp_4k.sum()[['highway_' + variable, 'arterial_' + variable, 'connectors_' + variable]] #Do the same thing by facility type - facility_df['Freeways'] = facility_df['highway_' + variable] - del facility_df['highway_' + variable] - facility_df['Arterials'] = facility_df['arterial_' + variable] - del facility_df['arterial_' + variable] - facility_df['Connectors'] = facility_df['connectors_' + variable] - del facility_df['connectors_' + variable] - facility_df = facility_df.transpose() - facility_df.set_value('Total', facility_df.sum()) - facility_df = pd.DataFrame.from_items([(model_run_name, facility_df)]) - comparison_dict = {} - for i in range(len(facilities)): - comparison_dict.update({comparison_scenario_sheet.cell(title_rows[variable] + 9 + i, 0).value: comparison_scenario_sheet.cell(title_rows[variable] + 9 + i, 1).value}) - facility_df[comparison_name] = np.nan - for tod in comparison_dict: - facility_df.loc[tod, comparison_name] = comparison_dict[tod] - facility_df = scf.get_differences(facility_df, model_run_name, comparison_name, -2) - tables.update({variable: {'time': time_df, 'facility': facility_df}}) - write_net_sum_tables(variable) #Write the tables to the excel file - - network.conditional_format('E3:E13', {'type': 'cell', 'criteria': '>=', 'value': 1, 'format': cond_format}) #Defines conditional format - network.conditional_format('E3:E13', {'type': 'cell', 'criteria': '<=', 'value': -.5, 'format': cond_format}) - network.conditional_format('E17:E28', {'type': 'cell', 'criteria': '>=', 'value': 1, 'format': cond_format}) - network.conditional_format('E17:E28', {'type': 'cell', 'criteria': '<=', 'value': -.5, 'format': cond_format}) - network.conditional_format('E31:E41', {'type': 'cell', 'criteria': '>=', 'value': 1, 'format': cond_format}) - network.conditional_format('E31:E41', {'type': 'cell', 'criteria': '<=', 'value': -.5, 'format': cond_format}) - - screenlines = net_summary.add_worksheet('Screenlines') - write_screenline_tables(net_summary, screenlines, 'Primary', header_format, index_format, number_format, percent_format, decimal_format, cond_format) - write_screenline_tables(net_summary, screenlines, 'Secondary', header_format, index_format, number_format, percent_format, decimal_format, cond_format) - - countstime = net_summary.add_worksheet('CountsTime') - counts_output = pd.io.excel.read_excel(input_file, sheetname = 'Counts Output') - counts_by_tod = pd.DataFrame(columns = ['Counts/Hour (' + model_run_name + ')', 'Counts/Hour (Observed)'], - index = ['5 to 6', '6 to 7', '7 to 8', '8 to 9', - '9 to 10', '10 to 14', '14 to 15', '15 to 16', - '16 to 17', '17 to 18', '18 to 20', '20 to 5']) - for tod in counts_by_tod.index: - if tod != '20 to 5': - num_hours = int(tod[len(tod) - 2:]) - int(tod[:2]) - else: - num_hours = 9 - counts_by_tod.loc[tod, 'Counts/Hour (Observed)'] = scf.get_counts(counts_output, tod) / num_hours - counts_by_tod.loc[tod, 'Counts/Hour (' + model_run_name + ')'] = counts_output['vol' + tod.replace(' ', '')].sum() / num_hours +def transit_summary(transit_df, net_summary, transit, amtransitall, mdtransitall): + am_line_id_map = {} + am_agency_map = {} + am_route_to_agency = {} + am_observed_map = {} - countstime.write_string(0, 0, 'Time Period', header_format) - counts_by_tod = scf.get_differences(counts_by_tod, 'Counts/Hour (' + model_run_name + ')', 'Counts/Hour (Observed)', -2) + md_line_id_map = {} + md_agency_map = {} + md_route_to_agency = {} + md_observed_map = {} - columns = counts_by_tod.columns.tolist() - times = counts_by_tod.index.tolist() + for item in am_transit_key_df.index: + am_line_id_map.update({am_transit_key_df.loc[item, 'id']: am_transit_key_df.loc[item, 'RDCode']}) + am_agency_map.update({am_transit_key_df.loc[item, 'id']: am_transit_key_df.loc[item, 'Agency']}) + am_route_to_agency.update({am_transit_key_df.loc[item, 'RDCode']: am_transit_key_df.loc[item, 'Agency']}) - for colnum in range(len(columns)): - countstime.write_string(0, colnum + 1, columns[colnum], header_format) - for rownum in range(len(times)): - countstime.write_string(rownum + 1, 0, times[rownum], index_format) - for colnum in range(len(columns)): - if columns[colnum] <> '% Difference': - countstime.write_number(rownum + 1, colnum + 1, counts_by_tod.loc[times[rownum], columns[colnum]], number_format) - else: - try: - countstime.write_number(rownum + 1, colnum + 1, counts_by_tod.loc[times[rownum], columns[colnum]] / 100, percent_format) - except TypeError: - countstime.write_string(rownum + 1, colnum + 1, 'NA', index_format) + for item in am_observed_df.index: + am_observed_map.update({am_observed_df.loc[item, 'RDCode']: am_observed_df.loc[item, 'AM Observed']}) - countstime.conditional_format('E2:E13', {'type': 'cell', 'criteria': '>=', 'value': 1, 'format': cond_format}) - countstime.conditional_format('E2:E13', {'type': 'cell', 'criteria': '<=', 'value': -.5, 'format': cond_format}) - - counts_time_chart = net_summary.add_chart({'type': 'line'}) - counts_time_chart.add_series({'name': [countstime.name, 0, 1], - 'categories': [countstime.name, 2, 0, 12, 0], - 'values': [countstime.name, 2, 1, 12, 1], - 'line': {'color': colors[0]}}) - counts_time_chart.add_series({'name': [countstime.name, 0, 2], - 'categories': [countstime.name, 2, 0, 12, 0], - 'values': [countstime.name, 2, 2, 12, 2], - 'line': {'color': colors[1]}}) - counts_time_chart.set_legend({'position': 'top'}) - counts_time_chart.set_x_axis({'name': 'Time of Day', 'name_font': {'size': 18}}) - counts_time_chart.set_y_axis({'name': 'Number of Vehicles', 'name_font': {'size': 18}, 'major_gridlines': {'visible': False}}) - counts_time_chart.set_size({'width': 606 + 9 * 64, 'height': 22 * 20}) - counts_time_chart.set_high_low_lines() + for item in md_transit_key_df.index: + md_line_id_map.update({md_transit_key_df.loc[item, 'id']: md_transit_key_df.loc[item, 'RDCode']}) + md_agency_map.update({md_transit_key_df.loc[item, 'id']: md_transit_key_df.loc[item, 'Agency']}) + md_route_to_agency.update({md_transit_key_df.loc[item, 'RDCode']: md_transit_key_df.loc[item, 'Agency']}) + - countstime.insert_chart('A15', counts_time_chart) + for item in md_observed_df.index: + md_observed_map.update({md_observed_df.loc[item, 'RDCode']: md_observed_df.loc[item, 'MD Observed']}) - transit_df = pd.io.excel.read_excel(input_file, sheetname = 'Transit Summaries') - #transit_df = transit_df.drop('id') + + # Group and Aggregate Model Results + + #transit_df = transit_df.drop('id') + # first get the model data group by RDCode and Agency transit_df = transit_df[transit_df.index != 'id'].fillna(0) - transit_df['EmmeID'] = transit_df.index.astype('float') - transit_df['AM Code'] = transit_df['EmmeID'].map(am_agency_map) - transit_df['MD Code'] = transit_df['EmmeID'].map(md_agency_map) + transit_df['id'] = transit_df.index.astype('float') + transit_df['AM Code'] = transit_df['id'].map(am_agency_map) + transit_df['MD Code'] = transit_df['id'].map(md_agency_map) transit_df['AM Agency'] = transit_df['AM Code'].map(transit_agency_dict) transit_df['MD Agency'] = transit_df['MD Code'].map(transit_agency_dict) - transit_df['AM Route'] = transit_df['EmmeID'].map(am_line_id_map) - transit_df['MD Route'] = transit_df['EmmeID'].map(md_line_id_map) + transit_df['AM Route'] = transit_df['id'].map(am_line_id_map) + transit_df['MD Route'] = transit_df['id'].map(md_line_id_map) + transit_df['Modeled AM Boardings'] = transit_df['6to7_board'] + transit_df['7to8_board'] + transit_df['8to9_board'] transit_df['Modeled MD Boardings'] = transit_df['9to10_board'] + transit_df['10to14_board'] + transit_df['14to15_board'] + + #Now Combine the Observed and Modeled--- This should be a function!!!!!!!!!!!!!!!!!!! am_boardings_by_route = transit_df[['AM Route', 'Modeled AM Boardings']].groupby('AM Route').sum() am_boardings_by_route = am_boardings_by_route.reset_index() am_boardings_by_route['Observed AM Boardings'] = am_boardings_by_route['AM Route'].map(am_observed_map) am_boardings_by_route['Agency'] = am_boardings_by_route['AM Route'].map(am_route_to_agency).map(transit_agency_dict) - am_boardings_by_agency = am_boardings_by_route.groupby('Agency').sum() + am_boardings_by_agency = am_boardings_by_route.groupby('Agency').sum() am_boardings_by_agency = am_boardings_by_agency.fillna(0) + am_boardings_by_agency = am_boardings_by_agency.drop('AM Route',1) am_boardings_by_agency.loc['Total'] = [am_boardings_by_agency['Modeled AM Boardings'].sum(), am_boardings_by_agency['Observed AM Boardings'].sum()] am_boardings_by_agency = scf.get_differences(am_boardings_by_agency, 'Modeled AM Boardings', 'Observed AM Boardings', 0) + md_boardings_by_route = transit_df[['MD Route', 'Modeled MD Boardings']].groupby('MD Route').sum() md_boardings_by_route = md_boardings_by_route.reset_index() md_boardings_by_route['Observed MD Boardings'] = md_boardings_by_route['MD Route'].map(md_observed_map) md_boardings_by_route['Agency'] = md_boardings_by_route['MD Route'].map(md_route_to_agency).map(transit_agency_dict) md_boardings_by_agency = md_boardings_by_route.groupby('Agency').sum() + md_boardings_by_agency = md_boardings_by_agency.drop('MD Route',1) md_boardings_by_agency.loc['Total'] = [md_boardings_by_agency['Modeled MD Boardings'].sum(), md_boardings_by_agency['Observed MD Boardings'].sum()] md_boardings_by_agency = md_boardings_by_agency.fillna(0) md_boardings_by_agency = scf.get_differences(md_boardings_by_agency, 'Modeled MD Boardings', 'Observed MD Boardings', 0) - transit = net_summary.add_worksheet('Transit') + + # Write the results and format write_transit_boarding_tables(transit, am_boardings_by_agency, 0, 'Ante Meridian') write_transit_boarding_tables(transit, md_boardings_by_agency, 14, 'Mid-Day') - transit.conditional_format('E3:E13', {'type': 'cell', 'criteria': '>=', 'value': 1, 'format': cond_format}) - transit.conditional_format('E3:E13', {'type': 'cell', 'criteria': '<=', 'value': -0.5, 'format': cond_format}) - transit.conditional_format('E17:E27', {'type': 'cell', 'criteria': '>=', 'value': 1, 'format': cond_format}) - transit.conditional_format('E17:E27', {'type': 'cell', 'criteria': '<=', 'value': -0.5, 'format': cond_format}) - - countsall = net_summary.add_worksheet('CountsAll') - counts_all = pd.io.excel.read_excel(input_file, sheetname = 'Counts Output') - counts_all = counts_all.reset_index() - counts_all = counts_all.fillna(0) - counts_all['Total'] = counts_all['vol5to6'] + counts_all['vol6to7'] + counts_all['vol7to8'] + counts_all['vol8to9'] + counts_all['vol9to10'] + counts_all['vol10to14'] + counts_all['vol14to15'] + counts_all['vol15to16'] + counts_all['vol16to17'] + counts_all['vol17to18'] + counts_all['vol18to20'] + counts_all['vol20to5'] - r2 = (counts_all[['Vol_Daily', 'Total']].corr()**2).loc['Vol_Daily', 'Total'] - slope = (counts_all[['Vol_Daily', 'Total']].cov()).loc['Vol_Daily', 'Total'] / counts_all['Vol_Daily'].var() - intercept = counts_all['Total'].mean() - slope * counts_all['Vol_Daily'].mean() - columns = counts_all.columns.tolist() - index = counts_all.index.tolist() - for colnum in range(len(columns)): - countsall.write(0, colnum, columns[colnum]) - for rownum in range(len(index)): - try: - countsall.write(rownum + 1, colnum, counts_all.loc[index[rownum], columns[colnum]]) - except TypeError: - countsall.write(rownum + 1, colnum, 'NA') - counts_chart = net_summary.add_chart({'type': 'scatter'}) - counts_chart.add_series({'name': 'Total', - 'categories': [countsall.name, 2, 38, 297, 38], - 'values': [countsall.name, 2, 59, 297, 59], - 'marker': { - 'type': 'diamond', - 'border': {'color': colors[0]}, - 'fill': {'color': colors[1]}}, - 'trendline': { - 'type': 'linear'} - }) - counts_chart.set_size({'width': 11 * 96, 'height': 36 * 20}) - counts_chart.set_title({'name': 'Modeled vs. Observed Counts\nModeled Counts = ' + str(round(slope, 3)) + u' \u00d7 Observed Counts + ' + str(round(intercept, 3)) + '\n' + u'R\u00b2 = ' + str(round(r2, 3))}) - counts_chart.set_legend({'position': 'none'}) - counts_chart.set_x_axis({'name': 'Observed Counts'}) - counts_chart.set_y_axis({'name': 'Modeled Counts'}) - countsall.insert_chart('B2', counts_chart) - - amtransitall = net_summary.add_worksheet('AMTransitAll') + + # Workbook Creation AM -- This should be a function!!!!!!!!!!!!!!!!! + am_transit_all = am_boardings_by_route[['AM Route', 'Modeled AM Boardings', 'Observed AM Boardings']] am_transit_all['Code'] = am_transit_all['AM Route'].map(am_route_to_agency) am_transit_all = am_transit_all.fillna(0).sort('Code').reset_index()[['AM Route', 'Code', 'Modeled AM Boardings', 'Observed AM Boardings']] am_transit_all = scf.get_differences(am_transit_all, 'Modeled AM Boardings', 'Observed AM Boardings', 0) am_columns = am_transit_all.columns.tolist() am_index = am_transit_all.index.tolist() + + # Now write things out formatted for colnum in range(len(am_columns)): amtransitall.write_string(0, colnum, am_columns[colnum], header_format) if am_columns[colnum] in ['AM Route', 'Code']: for rownum in range(len(am_index)): - amtransitall.write_string(rownum + 1, colnum, am_transit_all.loc[am_index[rownum], am_columns[colnum]], string_format) + + amtransitall.write_string(rownum + 1, colnum, str(am_transit_all.loc[am_index[rownum], am_columns[colnum]]), string_format) + elif am_columns[colnum] == '% Difference': + for rownum in range(len(am_index)): try: amtransitall.write_number(rownum + 1, colnum, am_transit_all.loc[am_index[rownum], am_columns[colnum]] / 100, percent_format) @@ -498,24 +445,33 @@ def write_net_sum_tables(variable): #Function to write a table to the file amtransitall.write_string(rownum + 1, colnum, 'NA', string_format) else: for rownum in range(len(am_index)): - amtransitall.write_number(rownum + 1, colnum, am_transit_all.loc[am_index[rownum], am_columns[colnum]], number_format) + + try: + amtransitall.write_number(rownum + 1, colnum, am_transit_all.loc[am_index[rownum], am_columns[colnum]], number_format) + except TypeError: + amtransitall.write_string(rownum + 1, colnum, 'NA', string_format) + amtransitall.conditional_format('H2:H1000', {'type': 'cell', 'criteria': '>=', 'value': 1, 'format': cond_format}) amtransitall.conditional_format('H2:H1000', {'type': 'cell', 'criteria': '<=', 'value': -0.5, 'format': cond_format}) am_codes = am_transit_all['Code'].value_counts().index.tolist() get_boarding_plots(am_transit_all, 'AM', net_summary, amtransitall, am_codes, transit_agency_dict) - - mdtransitall = net_summary.add_worksheet('MDTransitAll') + + + # Workbook Creation MD###########################################--should be a function call here md_transit_all = md_boardings_by_route[['MD Route', 'Modeled MD Boardings', 'Observed MD Boardings']] md_transit_all['Code'] = md_transit_all['MD Route'].map(md_route_to_agency) md_transit_all = md_transit_all.fillna(0).sort('Code').reset_index()[['MD Route', 'Code', 'Modeled MD Boardings', 'Observed MD Boardings']] md_transit_all = scf.get_differences(md_transit_all, 'Modeled MD Boardings', 'Observed MD Boardings', 0) md_columns = md_transit_all.columns.tolist() md_index = md_transit_all.index.tolist() + + for colnum in range(len(md_columns)): + mdtransitall.write_string(0, colnum, md_columns[colnum], header_format) if md_columns[colnum] in ['MD Route', 'Code']: for rownum in range(len(md_index)): - mdtransitall.write_string(rownum + 1, colnum, md_transit_all.loc[md_index[rownum], md_columns[colnum]], string_format) + mdtransitall.write_string(rownum + 1, colnum, str(md_transit_all.loc[md_index[rownum], md_columns[colnum]]), string_format) elif md_columns[colnum] == '% Difference': for rownum in range(len(md_index)): try: @@ -524,17 +480,210 @@ def write_net_sum_tables(variable): #Function to write a table to the file mdtransitall.write_string(rownum + 1, colnum, 'NA', string_format) else: for rownum in range(len(md_index)): - mdtransitall.write_number(rownum + 1, colnum, md_transit_all.loc[md_index[rownum], md_columns[colnum]], number_format) + try: + mdtransitall.write_number(rownum + 1, colnum, md_transit_all.loc[md_index[rownum], md_columns[colnum]], number_format) + except TypeError: + mdtransitall.write_string(rownum + 1, colnum, 'NA', string_format) + mdtransitall.conditional_format('H2:H1000', {'type': 'cell', 'criteria': '>=', 'value': 1, 'format': cond_format}) mdtransitall.conditional_format('H2:H1000', {'type': 'cell', 'criteria': '<=', 'value': -0.5, 'format': cond_format}) md_codes = md_transit_all['Code'].value_counts().index.tolist() get_boarding_plots(md_transit_all, 'MD', net_summary, mdtransitall, md_codes, transit_agency_dict) - if format_sheet: - for sheet in net_summary.worksheets(): - for colnum in range(sheet.dim_colmax + 1): - sheet.set_column(colnum, colnum, colwidths[sheet.name][colnum]) - net_summary.close() -print('Network Summary created in ' + str(round(time.time() - timer_start, 1)) + ' seconds') \ No newline at end of file + + + +#######################HIGHWAY ################################################################################# + + +def highway_summary(network, net_summary, format_sheet, times, screenlines, countstime, countsall): + + tables = {} + + + for variable in variables: + if variable != 'Average Speed': + time_df = summary_by_tp_4k[['highway_' + variable, 'arterial_' + variable, 'connectors_' + variable]].transpose().sum() #Add up vmt, vht, and delay for times + time_df.loc['Total'] = time_df.sum() + time_df = pd.DataFrame.from_items([(model_run_name, time_df)]) + time_df[comparison_name] = np.nan + comparison_dict = {} + + for i in range(len(times)): + if times[i] == 'Total': + comparison_dict.update({comparison_scenario_sheet.cell(title_rows[variable] + 2 + i, 0).value: comparison_scenario_sheet.cell(title_rows[variable] + 2 + i, 1).value}) + else: + comparison_dict.update({comparison_scenario_sheet.cell(title_rows[variable] + 2 + i, 0).value.lower(): comparison_scenario_sheet.cell(title_rows[variable] + 2 + i, 1).value}) #Get values to compare to + for tod in comparison_dict: + time_df.loc[tod, comparison_name] = comparison_dict[tod] + time_df = scf.get_differences(time_df, model_run_name, comparison_name, -2) + else: + time_df = tables['vmt']['time'][['Model Run', 'Comparison Scenario']] / tables['vht']['time'][['Model Run', 'Comparison Scenario']] + time_df = scf.get_differences(time_df, model_run_name, comparison_name, 2) + + if variable != 'Average Speed': + facility_df = summary_by_tp_4k.sum()[['highway_' + variable, 'arterial_' + variable, 'connectors_' + variable]] #Do the same thing by facility type + facility_df['Freeways'] = facility_df['highway_' + variable] + del facility_df['highway_' + variable] + facility_df['Arterials'] = facility_df['arterial_' + variable] + del facility_df['arterial_' + variable] + facility_df['Connectors'] = facility_df['connectors_' + variable] + del facility_df['connectors_' + variable] + facility_df = facility_df.transpose() + facility_df.loc['Total'] = facility_df.sum() + facility_df = pd.DataFrame.from_items([(model_run_name, facility_df)]) + comparison_dict = {} + for i in range(len(facilities)): + comparison_dict.update({comparison_scenario_sheet.cell(title_rows[variable] + 9 + i, 0).value: comparison_scenario_sheet.cell(title_rows[variable] + 9 + i, 1).value}) + facility_df[comparison_name] = np.nan + + for tod in comparison_dict: + facility_df.loc[tod, comparison_name] = comparison_dict[tod] + + facility_df = scf.get_differences(facility_df, model_run_name, comparison_name, -2) + else: + facility_df = tables['vmt']['facility'][['Model Run', 'Comparison Scenario']] / tables['vht']['facility'][['Model Run', 'Comparison Scenario']] + facility_df = scf.get_differences(facility_df, model_run_name, comparison_name, 2) + + + + tables.update({variable: {'time': time_df, 'facility': facility_df}}) + write_net_sum_tables(network, variable, tables, format_sheet) #Write the tables to the excel file + + network.conditional_format('E3:E13', {'type': 'cell', 'criteria': '>=', 'value': 1, 'format': cond_format}) #Defines conditional format + network.conditional_format('E3:E13', {'type': 'cell', 'criteria': '<=', 'value': -.5, 'format': cond_format}) + network.conditional_format('E19:E29', {'type': 'cell', 'criteria': '>=', 'value': 1, 'format': cond_format}) + network.conditional_format('E19:E29', {'type': 'cell', 'criteria': '<=', 'value': -.5, 'format': cond_format}) + network.conditional_format('E35:E45', {'type': 'cell', 'criteria': '>=', 'value': 1, 'format': cond_format}) + network.conditional_format('E35:E45', {'type': 'cell', 'criteria': '<=', 'value': -.5, 'format': cond_format}) + network.conditional_format('E51:E61', {'type': 'cell', 'criteria': '>=', 'value': 1, 'format': cond_format}) + network.conditional_format('E51:E61', {'type': 'cell', 'criteria': '<=', 'value': -.5, 'format': cond_format}) + + + write_screenline_tables(net_summary, screenlines, 'Primary', header_format, index_format, number_format, percent_format, decimal_format, cond_format) + write_screenline_tables(net_summary, screenlines, 'Secondary', header_format, index_format, number_format, percent_format, decimal_format, cond_format) + + counts_output = pd.io.excel.read_excel(input_file, sheetname = 'Counts Output') + counts_by_tod = pd.DataFrame(columns = ['Counts (' + model_run_name + ')', 'Counts (Observed)'], + index = ['5 to 6', '6 to 7', '7 to 8', '8 to 9', + '9 to 10', '10 to 14', '14 to 15', '15 to 16', + '16 to 17', '17 to 18', '18 to 20', '20 to 5']) + for tod in counts_by_tod.index: + + counts_by_tod.loc[tod, 'Counts (Observed)'] = scf.get_counts(counts_output, tod) + counts_by_tod.loc[tod, 'Counts (' + model_run_name + ')'] = counts_output['vol' + tod.replace(' ', '')].sum() + + countstime.write_string(0, 0, 'Time Period', header_format) + + + counts_by_tod = scf.get_differences(counts_by_tod, 'Counts (' + model_run_name + ')', 'Counts (Observed)', -2) + + columns = counts_by_tod.columns.tolist() + times = counts_by_tod.index.tolist() + + for colnum in range(len(columns)): + countstime.write_string(0, colnum + 1, columns[colnum], header_format) + for rownum in range(len(times)): + countstime.write_string(rownum + 1, 0, times[rownum], index_format) + for colnum in range(len(columns)): + if columns[colnum] <> '% Difference': + countstime.write_number(rownum + 1, colnum + 1, counts_by_tod.loc[times[rownum], columns[colnum]], number_format) + else: + try: + countstime.write_number(rownum + 1, colnum + 1, counts_by_tod.loc[times[rownum], columns[colnum]] / 100, percent_format) + except TypeError: + countstime.write_string(rownum + 1, colnum + 1, 'NA', index_format) + + countstime.conditional_format('E2:E13', {'type': 'cell', 'criteria': '>=', 'value': 1, 'format': cond_format}) + countstime.conditional_format('E2:E13', {'type': 'cell', 'criteria': '<=', 'value': -.5, 'format': cond_format}) + + counts_time_chart = net_summary.add_chart({'type': 'line'}) + counts_time_chart.add_series({'name': [countstime.name, 0, 1], + 'categories': [countstime.name, 2, 0, 12, 0], + 'values': [countstime.name, 2, 1, 12, 1], + 'line': {'color': colors[0]}}) + counts_time_chart.add_series({'name': [countstime.name, 0, 2], + 'categories': [countstime.name, 2, 0, 12, 0], + 'values': [countstime.name, 2, 2, 12, 2], + 'line': {'color': colors[1]}}) + counts_time_chart.set_legend({'position': 'top'}) + counts_time_chart.set_x_axis({'name': 'Time of Day', 'name_font': {'size': 18}}) + counts_time_chart.set_y_axis({'name': 'Number of Vehicles', 'name_font': {'size': 18}, 'major_gridlines': {'visible': False}}) + counts_time_chart.set_size({'width': 606 + 9 * 64, 'height': 22 * 20}) + counts_time_chart.set_high_low_lines() + + countstime.insert_chart('A15', counts_time_chart) + + + + + counts_all = pd.io.excel.read_excel(input_file, sheetname = 'Counts Output') + counts_all = counts_all.reset_index() + counts_all = counts_all.fillna(0) + counts_all['Total'] = counts_all['vol5to6'] + counts_all['vol6to7'] + counts_all['vol7to8'] + counts_all['vol8to9'] + counts_all['vol9to10'] + counts_all['vol10to14'] + counts_all['vol14to15'] + counts_all['vol15to16'] + counts_all['vol16to17'] + counts_all['vol17to18'] + counts_all['vol18to20'] + counts_all['vol20to5'] + r2 = (counts_all[['Vol_Daily', 'Total']].corr() ** 2).loc['Vol_Daily', 'Total'] + slope = (counts_all[['Vol_Daily', 'Total']].cov()).loc['Vol_Daily', 'Total'] / counts_all['Vol_Daily'].var() + intercept = counts_all['Total'].mean() - slope * counts_all['Vol_Daily'].mean() + columns = counts_all.columns.tolist() + index = counts_all.index.tolist() + for colnum in range(len(columns)): + countsall.write(0, colnum, columns[colnum]) + for rownum in range(len(index)): + try: + countsall.write(rownum + 1, colnum, counts_all.loc[index[rownum], columns[colnum]]) + except TypeError: + countsall.write(rownum + 1, colnum, 'NA') + + counts_chart = net_summary.add_chart({'type': 'scatter'}) + counts_chart.add_series({'name': 'Total', + 'categories': [countsall.name, 2, 38, 297, 38], + 'values': [countsall.name, 2, 59, 297, 59], + 'marker': { + 'type': 'diamond', + 'border': {'color': colors[0]}, + 'fill': {'color': colors[1]}}, + 'trendline': { + 'type': 'linear'} + }) + counts_chart.set_size({'width': 11 * 96, 'height': 36 * 20}) + counts_chart.set_title({'name': 'Modeled vs. Observed Counts\nModeled Counts = ' + str(round(slope, 3)) + u' \u00d7 Observed Counts + ' + str(round(intercept, 3)) + '\n' + u'R\u00b2 = ' + str(round(r2, 3))}) + counts_chart.set_legend({'position': 'none'}) + counts_chart.set_x_axis({'name': 'Observed Counts'}) + counts_chart.set_y_axis({'name': 'Modeled Counts'}) + countsall.insert_chart('B2', counts_chart) + + + +################################################################################################################ +###### MAIN #################################################################################################### +def main(): + + + for format_sheet in range(2): #runs through the code twice: once without and once with formatting column widths + + + if format_sheet == 0: + network = net_summary.add_worksheet('Network') + transit = net_summary.add_worksheet('Transit') + screenlines = net_summary.add_worksheet('Screenlines') + countstime = net_summary.add_worksheet('CountsTime') + countsall = net_summary.add_worksheet('CountsAll') + amtransitall = net_summary.add_worksheet('AMTransitAll') + mdtransitall = net_summary.add_worksheet('MDTransitAll') + + transit_summary(transit_df, net_summary, transit, amtransitall, mdtransitall) + + highway_summary(network, net_summary, format_sheet, times, screenlines, countstime, countsall) + + if format_sheet == 1: + colwidths = xlautofit.even_widths_single_index(output_file) + + + net_summary.close() + +if __name__ == "__main__": + timer_start = time.time() + main() + diff --git a/scripts/summarize/network_summary.py b/scripts/summarize/network_summary.py index 20c736b2..ac5b3475 100644 --- a/scripts/summarize/network_summary.py +++ b/scripts/summarize/network_summary.py @@ -1,3 +1,17 @@ +#Copyright [2014] [Puget Sound Regional Council] + +#Licensed under the Apache License, Version 2.0 (the "License"); +#you may not use this file except in compliance with the License. +#You may obtain a copy of the License at + +# http://www.apache.org/licenses/LICENSE-2.0 + +#Unless required by applicable law or agreed to in writing, software +#distributed under the License is distributed on an "AS IS" BASIS, +#WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +#See the License for the specific language governing permissions and +#limitations under the License. + import array as _array import inro.emme.desktop.app as app import inro.modeller as _m @@ -15,71 +29,106 @@ import csv import xlsxwriter import xlautofit +from EmmeProject import * from multiprocessing import Pool import pandas as pd sys.path.append(os.path.join(os.getcwd(),"inputs")) from input_configuration import * - -class EmmeProject: - def __init__(self, filepath): - self.desktop = app.start_dedicated(True, "cth", filepath) - self.m = _m.Modeller(self.desktop) - pathlist = filepath.split("/") - self.fullpath = filepath - self.filename = pathlist.pop() - self.dir = "/".join(pathlist) + "/" - self.bank = self.m.emmebank - self.tod = self.bank.title - self.current_scenario = list(self.bank.scenarios())[0] - self.data_explorer = self.desktop.data_explorer() +network_summary_project = 'Projects/LoadTripTables/LoadTripTables.emp' +fac_type_dict = {'highway' : 'ul3 = 1 or ul3 = 2', + 'arterial' : 'ul3 = 3 or ul3 = 4 or ul3 = 6', + 'connectors' : 'ul3 = 5'} + +extra_attributes_dict = {'@tveh' : 'total vehicles', + '@mveh' : 'medium trucks', + '@hveh' : 'heavy trucks', + '@vmt' : 'vmt',\ + '@vht' : 'vht', + '@trnv' : 'buses in auto equivalents', + '@ovol' : 'observed volume', + '@bveh' : 'number of buses'} + +transit_extra_attributes_dict = {'@board' : 'total boardings', '@timtr' : 'transit line time'} + +transit_tod = {'6to7' : {'4k_tp' : 'am', 'num_of_hours' : 1}, + '7to8' : {'4k_tp' : 'am', 'num_of_hours' : 1}, + '8to9' : {'4k_tp' : 'am', 'num_of_hours' : 1}, + '9to10' : {'4k_tp' : 'md', 'num_of_hours' : 1}, + '10to14' : {'4k_tp' : 'md', 'num_of_hours' : 4}, + '14to15' : {'4k_tp' : 'md', 'num_of_hours' : 1}} +# Input Files: +counts_file = 'TrafficCounts_Mid.txt' +aadt_counts_file = 'soundcast_aadt.csv' +tptt_counts_file = 'soundcast_tptt.csv' + +# Output Files: +net_summary_file = 'network_summary.csv' +counts_output_file = 'counts_output.csv' +screenlines_file = 'screenline_volumes.csv' + +uc_list = ['@svtl1', '@svtl2', '@svtl3', '@svnt1', '@svnt2', '@svnt3', '@h2tl1', '@h2tl2', '@h2tl3', + '@h2nt1', '@h2nt2', '@h2nt3', '@h3tl1', '@h3tl2', '@h3tl3', '@h3nt1', '@h3nt2', '@h3nt3', '@lttrk', '@mveh', '@hveh', '@bveh'] + +#class EmmeProject: +# def __init__(self, filepath): +# self.desktop = app.start_dedicated(True, "cth", filepath) +# self.m = _m.Modeller(self.desktop) +# pathlist = filepath.split("/") +# self.fullpath = filepath +# self.filename = pathlist.pop() +# self.dir = "/".join(pathlist) + "/" +# self.bank = self.m.emmebank +# self.tod = self.bank.title +# self.current_scenario = list(self.bank.scenarios())[0] +# self.data_explorer = self.desktop.data_explorer() - def change_active_database(self, database_name): - for database in self.data_explorer.databases(): - #print database.title() - if database.title() == database_name: +# def change_active_database(self, database_name): +# for database in self.data_explorer.databases(): +# #print database.title() +# if database.title() == database_name: - database.open() - print 'changed' - self.bank = self.m.emmebank - self.tod = self.bank.title - print self.tod - self.current_scenario = list(self.bank.scenarios())[0] - def create_extras(self, type, name, description): - NAMESPACE = "inro.emme.data.extra_attribute.create_extra_attribute" - create_extras = self.m.tool(NAMESPACE) - create_extras(extra_attribute_type=type, extra_attribute_name = name, extra_attribute_description = description, overwrite=True) +# database.open() +# print 'changed' +# self.bank = self.m.emmebank +# self.tod = self.bank.title +# print self.tod +# self.current_scenario = list(self.bank.scenarios())[0] +# def create_extras(self, type, name, description): +# NAMESPACE = "inro.emme.data.extra_attribute.create_extra_attribute" +# create_extras = self.m.tool(NAMESPACE) +# create_extras(extra_attribute_type=type, extra_attribute_name = name, extra_attribute_description = description, overwrite=True) - def link_calculator(self, **kwargs): - spec = json_to_dictionary("link_calculation") - for name, value in kwargs.items(): - print name - if name == 'selections': - spec[name]['link'] = value - else: - spec[name] = value - NAMESPACE = "inro.emme.network_calculation.network_calculator" - network_calc = self.m.tool(NAMESPACE) - self.link_calc_result = network_calc(spec) +# def link_calculator(self, **kwargs): +# spec = json_to_dictionary("link_calculation") +# for name, value in kwargs.items(): +# print name +# if name == 'selections': +# spec[name]['link'] = value +# else: +# spec[name] = value +# NAMESPACE = "inro.emme.network_calculation.network_calculator" +# network_calc = self.m.tool(NAMESPACE) +# self.link_calc_result = network_calc(spec) - def transit_line_calculator(self, **kwargs): - spec = json_to_dictionary("transit_line_calculation") - for name, value in kwargs.items(): - spec[name] = value +# def transit_line_calculator(self, **kwargs): +# spec = json_to_dictionary("transit_line_calculation") +# for name, value in kwargs.items(): +# spec[name] = value - NAMESPACE = "inro.emme.network_calculation.network_calculator" - network_calc = self.m.tool(NAMESPACE) - self.link_calc_result = network_calc(spec) +# NAMESPACE = "inro.emme.network_calculation.network_calculator" +# network_calc = self.m.tool(NAMESPACE) +# self.link_calc_result = network_calc(spec) - def transit_segment_calculator(self, **kwargs): - spec = json_to_dictionary("transit_segment_calculation") - for name, value in kwargs.items(): - spec[name] = value +# def transit_segment_calculator(self, **kwargs): +# spec = json_to_dictionary("transit_segment_calculation") +# for name, value in kwargs.items(): +# spec[name] = value - NAMESPACE = "inro.emme.network_calculation.network_calculator" - network_calc = self.m.tool(NAMESPACE) - self.link_calc_result = network_calc(spec) +# NAMESPACE = "inro.emme.network_calculation.network_calculator" +# network_calc = self.m.tool(NAMESPACE) +# self.link_calc_result = network_calc(spec) @@ -99,13 +148,13 @@ def calc_vmt_vht_delay_by_ft(EmmeProject): #for that facility type #medium trucks - EmmeProject.link_calculator(result = '@mveh', expression = '@metrk/1.5') + EmmeProject.network_calculator("link_calculation", result = '@mveh', expression = '@metrk/1.5') #heavy trucks: - EmmeProject.link_calculator(result = '@hveh', expression = '@hvtrk/2') + EmmeProject.network_calculator("link_calculation", result = '@hveh', expression = '@hvtrk/2') #busses: - EmmeProject.link_calculator(result = '@bveh', expression = '@trnv/2') + EmmeProject.network_calculator("link_calculation", result = '@bveh', expression = '@trnv/2') ####################still need to do***************************** #hdw- number of buses: #mod_spec = network_calc_spec @@ -116,42 +165,44 @@ def calc_vmt_vht_delay_by_ft(EmmeProject): #calc total vehicles, store in @tveh str_expression = '@svtl1 + @svtl2 + @svtl3 + @svnt1 + @svnt2 + @svnt3 + @h2tl1 + @h2tl2 + @h2tl3 + @h2nt1 + @h2nt2 + @h2nt3 + @h3tl1\ + @h3tl2 + @h3tl3 + @h3nt1 + @h3nt2 + @h3nt3 + @lttrk + @mveh + @hveh + @bveh' - EmmeProject.link_calculator(result = '@tveh', expression = str_expression) + EmmeProject.network_calculator("link_calculation", result = '@tveh', expression = str_expression) #a dictionary to hold vmt/vht/delay values: results_dict = {} #dictionary to hold vmts: vmt_dict = {} #calc vmt for all links by factilty type and get sum by ft. for key, value in fac_type_dict.iteritems(): - EmmeProject.link_calculator(result = "@vmt", expression = "@tveh * length", selections = value) + EmmeProject.network_calculator("link_calculation", result = "@vmt", expression = "@tveh * length", selections_by_link = value) #total vmt by ft: - vmt_dict[key] = EmmeProject.link_calc_result['sum'] + vmt_dict[key] = EmmeProject.network_calc_result['sum'] #add to results dictionary results_dict['vmt'] = vmt_dict #Now do the same for VHT: vht_dict = {} for key, value in fac_type_dict.iteritems(): - EmmeProject.link_calculator(result = "@vht", expression = "@tveh * timau / 60", selections = value) - vht_dict[key] = EmmeProject.link_calc_result['sum'] + EmmeProject.network_calculator("link_calculation", result = "@vht", expression = "@tveh * timau / 60", selections_by_link = value) + vht_dict[key] = EmmeProject.network_calc_result['sum'] results_dict['vht'] = vht_dict #Delay: delay_dict = {} for key, value in fac_type_dict.iteritems(): - EmmeProject.link_calculator(result = None, expression = "@tveh*(timau-(length*60/ul2))/60", selections = value) - delay_dict[key] = EmmeProject.link_calc_result['sum'] + EmmeProject.network_calculator("link_calculation",result = None, expression = "@tveh*(timau-(length*60/ul2))/60", selections_by_link = value) + delay_dict[key] = EmmeProject.network_calc_result['sum'] results_dict['delay'] = delay_dict return results_dict + def vmt_by_user_class(EmmeProject): #uc_list = ['@svtl1', '@svtl2', '@svtl3', '@svnt1', '@h2tl1', '@h2tl2', '@h2tl3', '@h2nt1', '@h3tl1', '@h3tl2', '@h3tl3', '@h3nt1', '@lttrk', '@mveh', '@hveh', '@bveh'] uc_vmt_list = [] for item in uc_list: - EmmeProject.link_calculator(result = None, expression = item + ' * length') + EmmeProject.network_calculator("link_calculation", result = None, expression = item + ' * length') #total vmt by ft: - uc_vmt_list.append(EmmeProject.link_calc_result['sum']) + uc_vmt_list.append(EmmeProject.network_calc_result['sum']) return uc_vmt_list + def get_link_counts(EmmeProject, df_counts, tod): #get the network for the active scenario network = EmmeProject.current_scenario.get_network() @@ -172,6 +223,119 @@ def get_link_counts(EmmeProject, df_counts, tod): df = pd.DataFrame(list_model_vols) df = df.set_index(['loop_INode', 'loop_JNode']) return df + +def get_aadt_volumes(EmmeProject, df_aadt_counts, vol_dict): + network = EmmeProject.current_scenario.get_network() + for index, row in df_aadt_counts.iterrows(): + x = {} + id = row['MIN_ID'] + i = row['MIN_NewINode'] + j = row['MIN_NewJNode'] + if row['MIN_Oneway'] == 2: + link1 = network.link(i,j) + link2 = network.link(j, i) + if link1<>None and link2<> None: + vol = link1['@tveh'] + link2['@tveh'] + elif link1 == None and link2 == None: + vol = 0 + #print i, j + elif link1 <> None and link2 == None: + vol = link1['@tveh'] + #print j, i + elif link1 == None and link2 <> None: + vol = link2['@tveh'] + + elif row['MIN_Oneway'] == 0: + link1 = network.link(i,j) + if link1 <> None: + vol = link1['@tveh'] + else: + link1 = network.link(j,i) + if link1 <> None: + vol = link1['@tveh'] + + #hov + if row['MIN_HOV_I'] > 0: + i = row['MIN_HOV_I'] + 4000 + j = row['MIN_HOV_J'] + 4000 + #both directions: + if row['MIN_Oneway'] == 2: + link1 = network.link(i,j) + link2 = network.link(j, i) + if link1<>None and link2<> None: + vol = vol +link1['@tveh'] + link2['@tveh'] + elif link1 == None and link2 == None: + vol = vol + 0 + #print i, j + elif link1 <> None and link2 == None: + vol = vol + link1['@tveh'] + #print j, i + elif link1 == None and link2 <> None: + vol = vol + link2['@tveh'] + #IJ + elif row['MIN_Oneway'] == 0: + link1 = network.link(i,j) + if link1 <> None: + vol = vol + link1['@tveh'] + #JI + else: + link1 = network.link(j,i) + if link1 <> None: + vol = vol + link1['@tveh'] + + + if id in vol_dict.keys(): + vol_dict[id]['EstVol'] = vol_dict[id]['EstVol'] + vol + else: + x['ID'] = id + x['PSRCEdgeID'] = row['PSRCEdgeID'] + x['ObsVol'] = row['MEAN_AADT'] + #x['RteID'] = row['First_Route_ID'] + x['EstVol'] = vol + vol_dict[id] = x + return vol_dict + +def get_tptt_volumes(EmmeProject, df_tptt_counts, vol_dict): + network = EmmeProject.current_scenario.get_network() + for index, row in df_tptt_counts.iterrows(): + x = {} + id = row ['ID'] + i = row['NewINode'] + j = row['NewJNode'] + if row['Direction_'] == 'Bothways': + link1 = network.link(i,j) + link2 = network.link(j, i) + if link1<>None and link2<> None: + vol = link1['@tveh'] + link2['@tveh'] + elif link1 == None and link2 == None: + vol = 0 + #print i, j + elif link1 <> None and link2 == None: + vol = link1['@tveh'] + #print j, i + elif link1 == None and link2 <> None: + vol = link2['@tveh'] + + elif row['Oneway'] == 0: + link1 = network.link(i,j) + if link1 <> None: + vol = link1['@tveh'] + else: + link1 = network.link(j,i) + if link1 <> None: + vol = link1['@tveh'] + + if id in vol_dict.keys(): + vol_dict[id]['EstVol'] = vol_dict[id]['EstVol'] + vol + else: + x['ID'] = id + x['SRID'] = row['SRID'] + x['ObsVol'] = row['Year_2010'] + x['Location'] = row['Location'] + x['EstVol'] = vol + vol_dict[id] = x + return vol_dict + def get_unique_screenlines(EmmeProject): network = EmmeProject.current_scenario.get_network() unique_screenlines = [] @@ -179,16 +343,18 @@ def get_unique_screenlines(EmmeProject): if link.type <> 90 and link.type not in unique_screenlines: unique_screenlines.append(str(link.type)) return unique_screenlines + def get_screenline_volumes(screenline_dict, EmmeProject): for screen_line in screenline_dict.iterkeys(): - EmmeProject.link_calculator(result = None, expression = "@tveh", selections = screen_line) - screenline_dict[screen_line] = screenline_dict[screen_line] + EmmeProject.link_calc_result['sum'] + EmmeProject.network_calculator("link_calculation",result = None, expression = "@tveh", selections_by_link = screen_line) + screenline_dict[screen_line] = screenline_dict[screen_line] + EmmeProject.network_calc_result['sum'] def calc_transit_line_atts(EmmeProject): #calc boardings and transit line time EmmeProject.transit_line_calculator(result = '@board', expression = 'board') EmmeProject.transit_line_calculator(result = '@timtr', expression = 'timtr') + def get_transit_boardings_time(EmmeProject): network = EmmeProject.current_scenario.get_network() df_transit_atts = pd.DataFrame(columns=('id', EmmeProject.tod + '_boardings', EmmeProject.tod + '_boardings''_time')) @@ -204,6 +370,7 @@ def get_transit_boardings_time(EmmeProject): df = pd.DataFrame(line_list) df = df.set_index(['id']) return df + def calc_transit_link_volumes(EmmeProject): total_hours = transit_tod[EmmeProject.tod]['num_of_hours'] my_expression = str(total_hours) + ' * vauteq * (60/hdw)' @@ -229,9 +396,15 @@ def main(): #pandas dataframe to hold count table: df_counts = pd.read_csv('inputs/network_summary/' + counts_file, index_col=['loop_INode', 'loop_JNode']) + df_aadt_counts = pd.read_csv('inputs/network_summary/' + aadt_counts_file) + df_tptt_counts = pd.read_csv('inputs/network_summary/' + tptt_counts_file) + counts_dict = {} uc_vmt_dict = {} + aadt_counts_dict = {} + tptt_counts_dict = {} + #get a list of screenlines from the bank/scenario screenline_list = get_unique_screenlines(my_project) screenline_dict = {} @@ -244,11 +417,11 @@ def main(): for key, value in sound_cast_net_dict.iteritems(): my_project.change_active_database(key) for name, desc in extra_attributes_dict.iteritems(): - my_project.create_extras('LINK', name, desc) + my_project.create_extra_attribute('LINK', name, desc, 'True') #TRANSIT: if my_project.tod in transit_tod.keys(): for name, desc in transit_extra_attributes_dict.iteritems(): - my_project.create_extras('TRANSIT_LINE', name, desc) + my_project.create_extra_attribute('TRANSIT_LINE', name, desc, 'True') calc_transit_link_volumes(my_project) calc_transit_line_atts(my_project) @@ -265,7 +438,18 @@ def main(): df_tod_vol = get_link_counts(my_project, df_counts, key) counts_dict[key] = df_tod_vol - get_screenline_volumes(screenline_dict, my_project) + #AADT Counts: + + get_aadt_volumes(my_project, df_aadt_counts, aadt_counts_dict) + + #TPTT: + get_tptt_volumes(my_project, df_tptt_counts, tptt_counts_dict) + + + #screen lines + get_screenline_volumes(screenline_dict, my_project) + + #write out transit: print uc_vmt_dict @@ -303,8 +487,18 @@ def main(): df_counts = df_counts.drop_duplicates() #write counts out to xlsx: - + #loops df_counts.to_excel(excel_writer = writer, sheet_name = 'Counts Output') + + #aadt: + aadt_df = pd.DataFrame.from_dict(aadt_counts_dict, orient="index") + aadt_df.to_excel(excel_writer = writer, sheet_name = 'Arterial Counts Output') + + #tptt: + tptt_df = pd.DataFrame.from_dict(tptt_counts_dict, orient="index") + tptt_df.to_excel(excel_writer = writer, sheet_name = 'TPTT Counts Output') + + #*******write out network summaries soundcast_tods = sound_cast_net_dict.keys diff --git a/scripts/summarize/parcels_in_urbcens.csv b/scripts/summarize/parcels_in_urbcens.csv new file mode 100644 index 00000000..f349a5fb --- /dev/null +++ b/scripts/summarize/parcels_in_urbcens.csv @@ -0,0 +1,21060 @@ +hhparcel,NAME +725424,Tacoma Downtown +725392,Tacoma 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ced6354c..e3750791 100644 --- a/scripts/summarize/shadow_pricing_check.py +++ b/scripts/summarize/shadow_pricing_check.py @@ -1,3 +1,17 @@ +#Copyright [2014] [Puget Sound Regional Council] + +#Licensed under the Apache License, Version 2.0 (the "License"); +#you may not use this file except in compliance with the License. +#You may obtain a copy of the License at + +# http://www.apache.org/licenses/LICENSE-2.0 + +#Unless required by applicable law or agreed to in writing, software +#distributed under the License is distributed on an "AS IS" BASIS, +#WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +#See the License for the specific language governing permissions and +#limitations under the License. + import pandas as pd import h5toDF import math diff --git a/scripts/summarize/summary_functions.py b/scripts/summarize/summary_functions.py new file mode 100644 index 00000000..8e41b385 --- /dev/null +++ b/scripts/summarize/summary_functions.py @@ -0,0 +1,159 @@ +#Copyright [2014] [Puget Sound Regional Council] + +#Licensed under the Apache License, Version 2.0 (the "License"); +#you may not use this file except in compliance with the License. +#You may obtain a copy of the License at + +# http://www.apache.org/licenses/LICENSE-2.0 + +#Unless required by applicable law or agreed to in writing, software +#distributed under the License is distributed on an "AS IS" BASIS, +#WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +#See the License for the specific language governing permissions and +#limitations under the License. + +import pandas as pd +import numpy as np +import math + + +#Computation functions + +def get_total(exp_fac): #Gets the total of a series of expansion factors + total = exp_fac.sum() + if total < 1: + total = exp_fac.count() + return(total) + +def weighted_average(df_in, col, weights, grouper = None): #Computes the weighted average. Grouping by another column returns a series instead of a number + if grouper == None: + df_in[col + '_sp'] = df_in[col].multiply(df_in[weights]) + n_out = df_in[col + '_sp'].sum() / df_in[weights].sum() + return(n_out) + else: + df_in[col + '_sp'] = df_in[col].multiply(df_in[weights]) + df_out = df_in.groupby(grouper).sum() + df_out[col + '_wa'] = df_out[col + '_sp'].divide(df_out[weights]) + return(df_out[col + '_wa']) + +def get_differences(df, colname1, colname2, roundto): #Computes the difference and percent difference for two specified columns in a data frame + df['Difference'] = df[colname1] - df[colname2] + df['% Difference'] = (df['Difference'] / df[colname2] * 100).astype('float').round(2) + if type(roundto) == list: + for i in range(len(df['Difference'])): + df[colname1][i] = round(df[colname1][i], roundto[i]) + df[colname2][i] = round(df[colname2][i], roundto[i]) + df['Difference'][i] = round(df['Difference'][i], roundto[i]) + else: + for i in range(len(df['Difference'])): + df[colname1][i] = round(df[colname1][i], roundto) + df[colname2][i] = round(df[colname2][i], roundto) + df['Difference'][i] = round(df['Difference'][i], roundto) + return(df) + +def get_counts(counts_df, input_time): #Function to get counts for a SoundCast time period + count = 0 + if input_time[1] == ' ': + min_time = int(input_time[0]) + else: + min_time = int(input_time[0:2]) + l = len(input_time) + if input_time[l - 2] == ' ': + max_time = int(input_time[l - 1]) + else: + max_time = int(input_time[l - 2: l]) + if max_time > min_time: + for i in range(min_time, max_time): + if i < 10: + count += counts_df['Vol_0' + str(i)].sum() + else: + count += counts_df['Vol_' + str(i)].sum() + else: + for i in range(min_time, 24): + if i < 10: + count += counts_df['Vol_0' + str(i)].sum() + else: + count += counts_df['Vol_' + str(i)].sum() + for i in range(max_time + 1): + if i < 10: + count += counts_df['Vol_0' + str(i)].sum() + else: + count += counts_df['Vol_' + str(i)].sum() + return count + + +#Formatting functions + +def recode_index(df, old_name, new_name): #Changes the index label + df[new_name] = df.index + df = df.reset_index() + del df[old_name] + df = df.set_index(new_name) + return df + +def add_index_name(df, index_name): #Adds a name to the index column + df[index_name] = df.index + df = df.set_index(index_name) + return df + +def to_percent(number): #Converts a number to a string that is the number followed by a percent sing + number = '{:.2%}'.format(number) + return(number) + +def share_compare(df, colname1, colname2): #For a mode share, converts the columns to strings of numbers with percent signs + df[colname1] = df[colname1].apply(to_percent) + df[colname2] = df[colname2].apply(to_percent) + df['Difference'] = df['Difference'].apply(to_percent) + + +#Functions for importing data to pandas + +def get_districts(file): + zone_district = pd.DataFrame.from_csv(file, index_col = None) + return(zone_district) + + +#Time manipulation functions + +def hhmm_to_min(input): #Function that converts time in an hhmm format to a minutes since the day started format + minmap = {} + for i in range(0, 24): + for j in range(0, 60): + minmap.update({i * 100 + j: i * 60 + j}) + if input['Trip']['deptm'].max() >= 1440: + input['Trip']['deptm'] = input['Trip']['deptm'].map(minmap) + if input['Trip']['arrtm'].max() >= 1440: + input['Trip']['arrtm'] = input['Trip']['arrtm'].map(minmap) + if input['Trip']['endacttm'].max() >= 1440: + input['Trip']['endacttm'] = input['Trip']['endacttm'].map(minmap) + if input['Tour']['tlvorig'].max() >= 1440: + input['Tour']['tlvorig'] = input['Tour']['tlvorig'].map(minmap) + if input['Tour']['tardest'].max() >= 1440: + input['Tour']['tardest'] = input['Tour']['tardest'].map(minmap) + if input['Tour']['tlvdest'].max() >= 1440: + input['Tour']['tlvdest'] = input['Tour']['tlvdest'].map(minmap) + if input['Tour']['tarorig'].max() >= 1440: + input['Tour']['tarorig'] = input['Tour']['tarorig'].map(minmap) + return(input) + +def min_to_hour(input, base): #Converts minutes since a certain time of the day to hour of the day + timemap = {} + for i in range(0, 24): + if i + base < 24: + for j in range(0, 60): + if i + base < 9: + timemap.update({i * 60 + j: '0' + str(i + base) + ' - 0' + str(i + base + 1)}) + elif i + base == 9: + timemap.update({i * 60 + j: '0' + str(i + base) + ' - ' + str(i + base + 1)}) + else: + timemap.update({i * 60 + j: str(i + base) + ' - ' + str(i + base + 1)}) + else: + for j in range(0, 60): + if i + base - 24 < 9: + timemap.update({i * 60 + j: '0' + str(i + base - 24) + ' - 0' + str(i + base - 23)}) + elif i + base - 24 == 9: + timemap.update({i * 60 + j: '0' + str(i + base - 24) + ' - ' + str(i + base - 23)}) + else: + timemap.update({i * 60 + j:str(i + base - 24) + ' - ' + str(i + base - 23)}) + output = input.map(timemap) + return output \ No newline at end of file diff --git a/scripts/summarize/topsheet.py b/scripts/summarize/topsheet.py index 91a29001..1bd5d328 100644 --- a/scripts/summarize/topsheet.py +++ b/scripts/summarize/topsheet.py @@ -1,3 +1,17 @@ +#Copyright [2014] [Puget Sound Regional Council] + +#Licensed under the Apache License, Version 2.0 (the "License"); +#you may not use this file except in compliance with the License. +#You may obtain a copy of the License at + +# http://www.apache.org/licenses/LICENSE-2.0 + +#Unless required by applicable law or agreed to in writing, software +#distributed under the License is distributed on an "AS IS" BASIS, +#WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +#See the License for the specific language governing permissions and +#limitations under the License. + import xlrd import xlsxwriter import xlautofit diff --git a/scripts/summarize/xlautofit.py b/scripts/summarize/xlautofit.py index b0e9bfad..5f52d8ed 100644 --- a/scripts/summarize/xlautofit.py +++ b/scripts/summarize/xlautofit.py @@ -1,3 +1,17 @@ +#Copyright [2014] [Puget Sound Regional Council] + +#Licensed under the Apache License, Version 2.0 (the "License"); +#you may not use this file except in compliance with the License. +#You may obtain a copy of the License at + +# http://www.apache.org/licenses/LICENSE-2.0 + +#Unless required by applicable law or agreed to in writing, software +#distributed under the License is distributed on an "AS IS" BASIS, +#WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +#See the License for the specific language governing permissions and +#limitations under the License. + import xlrd def run(file): #This function "autofits" all of the columns in the workbook. However, it removes all charts and images diff --git a/scripts/supplemental/distribution.py b/scripts/supplemental/distribution.py index 82064b8b..2fd06531 100644 --- a/scripts/supplemental/distribution.py +++ b/scripts/supplemental/distribution.py @@ -9,6 +9,9 @@ from input_configuration import * from EmmeProject import * +# Global variable to hold taz id/index; populated in main +dictZoneLookup = {} + def json_to_dictionary(dict_name): ''' Load supplemental input files as dictionary ''' input_filename = os.path.join('inputs/supplemental/',dict_name+'.json').replace("\\","/") @@ -17,8 +20,8 @@ def json_to_dictionary(dict_name): return(my_dictionary) # Load the trip productions and attractions -trip_table = pd.read_csv(trip_table_loc, index_col="index") # total 4K Ps and As by trip purpose -gq_trip_table = pd.read_csv(gq_trips_loc, index_col="index") # only group quarter Ps and As +trip_table = pd.read_csv(r'outputs\prod_att.csv', index_col="taz") # total 4K Ps and As by trip purpose +gq_trip_table = pd.read_csv(r'outputs\gq_prod_att.csv', index_col="taz") # only group quarter Ps and As # Import JSON inputs as dictionaries coeff = json_to_dictionary('gravity_model') @@ -29,26 +32,20 @@ def json_to_dictionary(dict_name): time_periods = time_dict['svtl'].keys() # Trip purposes lists - group quarters trips are only given for home-based inc class 1 (hw1) -trip_purp_full = ["hsp", "hbo", "sch", "wko", "col", "oto", "hw1", "hw2", "hw3", "hw4"] -trip_purp_gq = ["hsp", "hbo", "sch", "wko", "col", "oto", "hw1"] +trip_purp_full = ("hsp", "hbo", "sch", "wko", "col", "oto", "hw1", "hw2", "hw3", "hw4") +trip_purp_gq = ("hsp", "hbo", "sch", "wko", "col", "oto", "hw1") + +# Other inputs +supplemental_loc = 'outputs/supplemental/' +output_dir = 'outputs/supplemental/' +ext_spg_dir = 'outputs/supplemental/ext_spg' # External and special generator trips generated by zone +gq_directory = 'outputs/supplemental/group_quarters' # Temporarily store group quarters trip table def init_dir(directory): if os.path.exists(directory): shutil.rmtree(directory) os.mkdir(directory) -def network_importer(EmmeProject): - for scenario in list(EmmeProject.bank.scenarios()): - my_project.bank.delete_scenario(scenario) - #create scenario - EmmeProject.bank.create_scenario(1002) - EmmeProject.change_scenario() - #print key - EmmeProject.delete_links() - EmmeProject.delete_nodes() - EmmeProject.process_modes('inputs/networks/' + mode_file) - EmmeProject.process_base_network('inputs/networks/' + truck_base_net_name) - def load_skims(skim_file_loc, mode_name, divide_by_100=False): ''' Loads H5 skim matrix for specified mode. ''' with h5py.File(skim_file_loc, "r") as f: @@ -62,13 +59,11 @@ def load_skims(skim_file_loc, mode_name, divide_by_100=False): def calc_fric_fac(cost_skim, dist_skim): ''' Calculate friction factors for all trip purposes ''' friction_fac_dic = {} - # Need to fix this magic number - magic_num = 33 # deal with holes in Emme matrices by subtracting this from numpy index for purpose, coeff_val in coeff.iteritems(): friction_fac_dic[purpose] = np.exp((coeff[purpose])*(cost_skim + (dist_skim * autoop * avotda))) ## Set external zones to zero to prevent external-external trips - friction_fac_dic[purpose][3750-magic_num:] = 0 - friction_fac_dic[purpose][:,[x for x in range(HIGH_STATION-magic_num, len(cost_skim))]] = 0 + friction_fac_dic[purpose][LOW_STATION:] = 0 + friction_fac_dic[purpose][:,[x for x in range(LOW_STATION, len(cost_skim))]] = 0 return friction_fac_dic @@ -232,9 +227,11 @@ def summarize_all_by_purp(ext_spg_summary, gq_summary, trip_purps): # Add only special generator rows for loc_name, loc_zone in SPECIAL_GENERATORS.iteritems(): # Add rows (minus 1 for zero-based NumPy index) - filtered[[loc_zone - 1],:] = ext_spg_summary[purpose][[loc_zone - 1],:] + #filtered[[loc_zone - 1],:] = ext_spg_summary[purpose][[loc_zone - 1],:] + filtered[[dictZoneLookup[loc_zone]],:] = ext_spg_summary[purpose][[dictZoneLookup[loc_zone]],:] # Add columns (minus 1 for zero-based NumPy index) - filtered[:,[loc_zone]] = ext_spg_summary[purpose][:,[loc_zone]] + #filtered[:,[loc_zone - 1]] = ext_spg_summary[purpose][:,[loc_zone - 1]] + filtered[:,[dictZoneLookup[loc_zone]]] = ext_spg_summary[purpose][:,[dictZoneLookup[loc_zone]]] # Combine with group quarters array if purpose not in ['hw2', 'hw3', 'hw4']: filtered += gq_summary[purpose] @@ -263,10 +260,11 @@ def ext_spg_selected(trip_purps): # Add only special generator rows for loc_name, loc_zone in SPECIAL_GENERATORS.iteritems(): # Add rows (minus 1 for zero-based NumPy index) - filtered[[loc_zone - 1],:] = emme_data[[loc_zone - 1],:] + #filtered[[loc_zone - 1],:] = emme_data[[loc_zone - 1],:] + filtered[[dictZoneLookup[loc_zone]],:] = emme_data[[dictZoneLookup[loc_zone]],:] # Add columns (minus 1 for zero-based NumPy index) - filtered[:,[loc_zone]] = emme_data[:,[loc_zone]] - print loc_zone + #filtered[:,[loc_zone - 1]] = emme_data[:,[loc_zone - 1]] + filtered[:,[dictZoneLookup[loc_zone]]] = emme_data[:,[dictZoneLookup[loc_zone]]] # Add only external rows and columns filtered[3700:,:] = emme_data[3700:,:] filtered[:,3700:] = emme_data[:,3700:] @@ -277,19 +275,17 @@ def ext_spg_selected(trip_purps): def supplementals_report(ext_spg_trimmed, gq_summary, combined, split_by_mode_tod): # Create an array to hold summary trips by purpose - sum_p = [] - sum_p.append([purp for purp in ext_spg_trimmed.keys()]) - sum_p[len(sum_p)-1].insert(0,"") - sum_p.append([ext_spg_trimmed[purp].sum() for purp in ext_spg_trimmed.keys()]) - sum_p[len(sum_p)-1].insert(0,'Externals, Special Generators') - sum_p.append([gq_summary[purp].sum() for purp in gq_summary.keys()]) - sum_p[len(sum_p)-1].insert(0,'Group Quarters') - sum_p.append([combined[purp].sum() for purp in combined.keys()]) + sum_p = [[purpose for purpose in trip_purp_full]] + sum_p[len(sum_p)-1].insert(0,"") # Insert space for row title + sum_p.append([ext_spg_trimmed[purp].sum() for purp in trip_purp_full]) + sum_p[len(sum_p)-1].insert(0,'Externals, Special Generators') # Add row title + sum_p.append([gq_summary[purp].sum() for purp in trip_purp_gq]) + sum_p[len(sum_p)-1].insert(0,'Group Quarters') # Add row title + sum_p.append([combined[purp].sum() for purp in trip_purp_full]) sum_p[len(sum_p)-1].insert(0,'Totals') # Create array to hold summary trips by tod and mode - sum_tm = [] - sum_tm.append([mode for mode in split_by_mode_tod.keys()]) + sum_tm = [[purpose for purpose in split_by_mode_tod.keys()]] sum_tm[len(sum_tm)-1].insert(0,"") for tod in split_by_mode_tod['svtl'].keys(): sum_tm.append([split_by_mode_tod[mode][tod].sum() for mode in split_by_mode_tod.keys()]) @@ -297,21 +293,22 @@ def supplementals_report(ext_spg_trimmed, gq_summary, combined, split_by_mode_to write_csv(sum_p + [[]] + sum_tm, file_name='supplemental_summary.csv') -def main(): +def main(): + global dictZoneLookup + dictZoneLookup = dict((value,index) for index,value in enumerate(my_project.current_scenario.zone_numbers)) + # Overwrite previous trip tables init_dir(supplemental_loc) # Load skim data - am_cost_skim = load_skims(am_skim_file_loc, mode_name='svtl2g') - am_dist_skim = load_skims(am_skim_file_loc, mode_name='svtl1d', divide_by_100=True) - pm_cost_skim = load_skims(pm_skim_file_loc, mode_name='svtl2g') - pm_dist_skim = load_skims(pm_skim_file_loc, mode_name='svtl1d', divide_by_100=True) + am_cost_skim = load_skims(r'inputs\7to8.h5', mode_name='svtl2g') + am_dist_skim = load_skims(r'inputs\7to8.h5', mode_name='svtl1d', divide_by_100=True) + pm_cost_skim = load_skims(r'inputs\17to18.h5', mode_name='svtl2g') + pm_dist_skim = load_skims(r'inputs\17to18.h5', mode_name='svtl1d', divide_by_100=True) cost_skim = (am_cost_skim + pm_cost_skim) * .5 dist_skim = (am_cost_skim + pm_dist_skim) * .5 - # Import a network - network_importer(my_project) - + # Compute friction factors by trip purpose fric_facs = calc_fric_fac(cost_skim, dist_skim) @@ -340,7 +337,7 @@ def main(): # Report results in CSV summary supplementals_report(ext_spg_trimmed, gq_summary, combined, split_by_mode_tod) -my_project = EmmeProject(supplemental_project) +my_project = EmmeProject(r'projects\Supplementals\Supplementals.emp') if __name__ == "__main__": main() \ No newline at end of file diff --git a/scripts/supplemental/generation.py b/scripts/supplemental/generation.py index 04d62b15..fe07a2af 100644 --- a/scripts/supplemental/generation.py +++ b/scripts/supplemental/generation.py @@ -4,6 +4,10 @@ import os,sys import h5py from input_configuration import * +from EmmeProject import * + +# Global variable to hold taz id/index; populated in main +dictZoneLookup = {} # Initialize working dictionaries hhs_by_income = {"inc1" : { "column" : "102", "hhs" : []}, @@ -39,6 +43,14 @@ bal_to_attractions = ["colpro"] +# Input locations +hh_trip_loc = base_inputs + '/supplemental/generation/rates/hh_triprates.in' +nonhh_trip_loc = base_inputs + '/supplemental/generation/rates/nonhh_triprates.in' +puma_taz_loc = base_inputs + '/supplemental/generation/ensembles/puma00.ens' +taz_data_loc = base_inputs + '/supplemental/generation/landuse/tazdata.in' +pums_data_loc = base_inputs + '/supplemental/generation/pums/' +externals_loc = base_inputs + '/supplemental/generation/externals.csv' + # Define column values for household and employment data hh_cols = [1, 101] # Begin and end column numbers for all household-related cross classification data in HHEMP emp_cols = [109, 125] # Begin and end columns for all employement-related cross class data in HHEMP @@ -52,6 +64,18 @@ def json_to_dictionary(dict_name): my_dictionary = json.load(open(input_filename)) return(my_dictionary) +def network_importer(EmmeProject): + for scenario in list(EmmeProject.bank.scenarios()): + EmmeProject.bank.delete_scenario(scenario) + #create scenario + EmmeProject.bank.create_scenario(1002) + EmmeProject.change_scenario() + #print key + EmmeProject.delete_links() + EmmeProject.delete_nodes() + EmmeProject.process_modes('inputs/networks/' + mode_file) + EmmeProject.process_base_network('inputs/networks/' + truck_base_net_name) + def init_dir(filename): try: os.remove(filename) @@ -137,14 +161,18 @@ def add_special_gen(trip_table): # Add special generator home-based (spghbo) other and 75% of airport (spgapt) trips # to general home-based attractions (hboatt) for key, value in spg_general.iteritems(): - trip_table.iloc[key - 1]["hboatt"] += value + #trip_table.iloc[key - 1]["hboatt"] += value + trip_table.iloc[dictZoneLookup[key]]["hboatt"] += value # Add 25% of airport trips to work-based attractions - trip_table.iloc[spg_airport.keys()[0] - 1]["hboatt"] += airport_hb_share * spg_airport.values()[0] - trip_table.iloc[spg_airport.keys()[0] - 1]["wkoatt"] += airport_wb_share * spg_airport.values()[0] + #trip_table.iloc[spg_airport.keys()[0] - 1]["hboatt"] += airport_hb_share * spg_airport.values()[0] + trip_table.iloc[dictZoneLookup[spg_airport.keys()[0]]]["hboatt"] += airport_hb_share * spg_airport.values()[0] + #trip_table.iloc[spg_airport.keys()[0] - 1]["wkoatt"] += airport_wb_share * spg_airport.values()[0] + trip_table.iloc[dictZoneLookup[spg_airport.keys()[0]]]["wkoatt"] += airport_wb_share * spg_airport.values()[0] # Add (unbalanced) externals externals = pd.DataFrame(pd.read_csv(externals_loc, index_col="taz")) + #externals.index = [taz_num-1 for taz_num in externals.index] # convert to index from TAZ? externals.columns = trip_col trip_table = trip_table.append(externals) @@ -158,22 +186,28 @@ def balance_trips(trip_table, bal_to_attractions, include_ext): if key not in bal_to_attractions: prod = trip_table[key].sum() ; att = trip_table[value].sum() if include_ext: - ext = trip_table[value].iloc[HIGH_TAZ:MAX_EXTERNAL].sum() + #ext = trip_table[value].iloc[HIGH_TAZ:MAX_EXTERNAL-1].sum() + ext = trip_table[value].iloc[dictZoneLookup[MIN_EXTERNAL]:dictZoneLookup[MAX_EXTERNAL]].sum() + dictZoneLookup else: ext = 0 - ext = trip_table[value].iloc[HIGH_TAZ:MAX_EXTERNAL].sum() + #ext = trip_table[value].iloc[HIGH_TAZ:MAX_EXTERNAL-1].sum() + #ext = trip_table[value].iloc[dictZoneLookup[MIN_EXTERNAL]:dictZoneLookup[MAX_EXTERNAL]].sum() bal_factor = (prod - ext)/(att - ext) - trip_table[value].loc[0:HIGH_TAZ-1] *= bal_factor + #trip_table[value].loc[0:HIGH_TAZ-1] *= bal_factor + trip_table[value].loc[1:HIGH_TAZ] *= bal_factor print "key " + key + ", " + value + ' ' + str(bal_factor) # Balance productions to attractions for college trips else: prod = trip_table[key].sum() ; att = trip_table[value].sum() if include_ext: - ext = trip_table[key].iloc[HIGH_TAZ:MAX_EXTERNAL].sum() + #ext = trip_table[key].iloc[HIGH_TAZ:MAX_EXTERNAL-1].sum() + ext = trip_table[key].iloc[dictZoneLookup[MIN_EXTERNAL]:dictZoneLookup[MAX_EXTERNAL]].sum() else: ext = 0 bal_factor = (att - ext)/(prod - ext) - trip_table[key].loc[0:HIGH_TAZ-1] *= bal_factor + #trip_table[key].loc[0:HIGH_TAZ-1] *= bal_factor + trip_table[key].loc[1:HIGH_TAZ] *= bal_factor print "value " + value + ", " +key + ' ' + str(bal_factor) # Load household PUMS data @@ -182,9 +216,18 @@ def balance_trips(trip_table, bal_to_attractions, include_ext): inc_college_dict = json_to_dictionary('inc_college_dict') inc_veh_dict = json_to_dictionary('inc_veh_dict') +my_project = EmmeProject(supplemental_project) + + def main(): print "Calculating supplemental trips generated by exterals, special generators, and group quarters." + global dictZoneLookup + + network_importer(my_project) + + #Create a dictionary lookup where key is the taz id and value is it's numpy index. + dictZoneLookup = dict((value,index) for index,value in enumerate(my_project.current_scenario.zone_numbers)) # Initialize directory for file in [trip_table_loc, gq_trips_loc]: init_dir(file) @@ -218,11 +261,14 @@ def main(): # Create empty data frames to hold results trips_by_purpose = pd.DataFrame(np.zeros([HIGH_TAZ, 24]), - columns = [str(i) for i in xrange(1, 24 + 1)]) + columns = [str(i) for i in xrange(1, 24 + 1)], + index = taz_data.index) nonhh_trips_by_purp = pd.DataFrame(np.zeros([3700,24]), - columns = [str(i) for i in xrange(1, 24 + 1)]) + columns = [str(i) for i in xrange(1, 24 + 1)], + index = taz_data.index) gq_trips = pd.DataFrame(np.zeros([3700,24]), - columns = [str(i) for i in xrange(1, 24 + 1)]) + columns = [str(i) for i in xrange(1, 24 + 1)], + index = taz_data.index) # Compute household trip rates by TAZ and by purpose for purpose in xrange(purp_cols[0], purp_cols[1] + 1): @@ -238,9 +284,12 @@ def main(): gq_trip_rate.columns = ['col'] for zone in xrange(1,HIGH_TAZ + 1): #print 'zone ' + str(zone) - hhs1 = pd.DataFrame(hhs.iloc[zone-1]) - nonhhs1 = pd.DataFrame(nonhhs.iloc[zone-1]) - gq1 = pd.DataFrame(gq.iloc[zone-1]) + #hhs1 = pd.DataFrame(hhs.iloc[zone-1]) + hhs1 = pd.DataFrame(hhs.loc[zone]) + #nonhhs1 = pd.DataFrame(nonhhs.iloc[zone-1]) + nonhhs1 = pd.DataFrame(nonhhs.loc[zone]) + #gq1 = pd.DataFrame(gq.iloc[zone-1]) + gq1 = pd.DataFrame(gq.loc[zone]) hhs1.index = [str(i) for i in xrange(hh_cols[0], hh_cols[1])] nonhhs1.index = [str(i) for i in xrange(emp_cols[0], emp_cols[1])] gq1.index = [str(i) for i in xrange(122, 124 + 1)] @@ -251,9 +300,12 @@ def main(): dot1 = trip_rate['col'].dot(hhs1['col']) dot2 = nh_trip_rate['col'].dot(nonhhs1['col']) dot3 = gq_trip_rate['col'].dot(gq1['col']) - trips_by_purpose[str(purpose)].loc[zone-1] = dot1 - nonhh_trips_by_purp[str(purpose)].loc[zone-1] = dot2 - gq_trips[str(purpose)].loc[zone-1] = dot3 + #trips_by_purpose[str(purpose)].loc[zone-1] = dot1 + trips_by_purpose[str(purpose)].loc[zone] = dot1 + #nonhh_trips_by_purp[str(purpose)].loc[zone-1] = dot2 + nonhh_trips_by_purp[str(purpose)].loc[zone] = dot2 + #gq_trips[str(purpose)].loc[zone-1] = dot3 + gq_trips[str(purpose)].loc[zone] = dot3 trip_table = trips_by_purpose + nonhh_trips_by_purp # Rename columns @@ -281,9 +333,9 @@ def main(): trip_table.columns = trip_col # Fill empty rows with placeholder zeros - externals = trip_table.loc[LOW_STATION:HIGH_STATION] - base = trip_table.loc[:HIGH_TAZ-1] - placeholder_index = [[str(i) for i in xrange(HIGH_TAZ,LOW_STATION)]+[str(i) for i in xrange(LOW_PNR,HIGH_PNR)]] + externals = trip_table.loc[MIN_EXTERNAL:MAX_EXTERNAL] + base = trip_table.loc[:HIGH_TAZ] + placeholder_index = [str(i) for i in xrange(LOW_PNR,HIGH_PNR)] placeholder_rows = pd.DataFrame(index=placeholder_index,columns=trip_col) trip_table = base.append([placeholder_rows, externals]) trip_table = trip_table.sort_index(axis=0) @@ -293,8 +345,8 @@ def main(): trip_table = trip_table.fillna(0) # Write results to CSV - trip_table.to_csv(trip_table_loc, index_label="index") - gq_append.to_csv(gq_trips_loc, index_label="index") + trip_table.to_csv(trip_table_loc, index_label="taz") + gq_append.to_csv(gq_trips_loc, index_label="taz") if __name__ == "__main__": main() diff --git a/scripts/trucks/truck_model.py b/scripts/trucks/truck_model.py index ac895d8b..30a42831 100644 --- a/scripts/trucks/truck_model.py +++ b/scripts/trucks/truck_model.py @@ -15,174 +15,10 @@ import h5py sys.path.append(os.path.join(os.getcwd(),"inputs")) from input_configuration import * +from EmmeProject import * # Temp log file for de-bugging logfile = open("truck_log.txt", 'wb') - -class EmmeProject: - - def __init__(self, filepath): - self.desktop = app.start_dedicated(True, "cth", filepath) - self.m = _m.Modeller(self.desktop) - pathlist = filepath.split("/") - self.fullpath = filepath - self.filename = pathlist.pop() - self.dir = "/".join(pathlist) + "/" - self.bank = self.m.emmebank - self.tod = self.bank.title - self.current_scenario = list(self.bank.scenarios())[0] - self.data_explorer = self.desktop.data_explorer() - - def network_counts_by_element(self, element): - network = self.current_scenario.get_network() - d = network.element_totals - count = d[element] - return count - - def change_active_database(self, database_name): - for database in self.data_explorer.databases(): - #print database.title() - if database.title() == database_name: - database.open() - print 'changed' - self.bank = self.m.emmebank - self.tod = self.bank.title - print self.tod - self.current_scenario = list(self.bank.scenarios())[0] - - def create_matrix(self, matrix_type, name, description, default_value, overwrite, scenario): - NAMESPACE = "inro.emme.data.matrix.create_matrix" - process = self.m.tool(NAMESPACE) - process(matrix_id= self.bank.available_matrix_identifier(matrix_type), - matrix_name= name, - matrix_description= description, - default_value= default_value, - overwrite=overwrite, - scenario=scenario) - - def delete_matrices(self, matrix_type): - NAMESPACE = "inro.emme.data.matrix.delete_matrix" - process = self.m.tool(NAMESPACE) - for matrix in self.bank.matrices(): - if matrix_type == "ALL": - process(matrix, self.bank) - elif matrix.type == matrix_type: - process(matrix, self.bank) - - def import_matrices(self, matrix_name): - NAMESPACE = "inro.emme.data.matrix.matrix_transaction" - process = self.m.tool(NAMESPACE) - process(transaction_file = matrix_name, - throw_on_error = False, - scenario = self.current_scenario) - - def import_matrices_from_database(self, src_db_file, matrix_name): - src_emmebank = _eb.Emmebank(src_db_file) - matrix_id = src_emmebank.matrix(matrix_name).id - print matrix_id - list_of_ids = [] - list_of_ids.append(matrix_id) - NAMESPACE = "inro.emme.data.database.import_from_database" - import_db = self.m.tool(NAMESPACE) - import_db(src_database=src_emmebank, - src_matrix_ids=list_of_ids) - - def matrix_calculator(self, **kwargs): - spec = json_to_dictionary('matrix_calc_spec') - for name, value in kwargs.items(): - print name - - if name == 'aggregation_origins': - spec['aggregation']['origins'] = value - elif name == 'aggregation_destinations': - spec['aggregation']['destinations'] = value - elif name == 'constraint_by_value': - spec['constraint']['by_value'] = value - elif name == 'constraint_by_zone_origins': - spec['constraint']['by_zone']['origins'] = value - elif name == 'constraint_by_zone_destinations': - spec['constraint']['by_zone']['destinations'] = value - else: - spec[name] = value - #print spec - NAMESPACE = "inro.emme.matrix_calculation.matrix_calculator" - compute_matrix = self.m.tool(NAMESPACE) - report = compute_matrix(spec) - - def matrix_balancing(self, **kwargs): - spec = json_to_dictionary('matrix_balancing_spec') - for name, value in kwargs.items(): - if name == 'results_od_balanced_values': - spec['results']['od_balanced_values'] = value - elif name == 'constraint_by_value': - spec['constraint']['by_value'] = value - elif name == 'constraint_by_zone_origins': - spec['constraint']['by_zone']['origins'] = value - elif name == 'constraint_by_zone_destinations': - spec['constraint']['by_zone']['destinations'] = value - else: - spec[name] = value - NAMESPACE = "inro.emme.matrix_calculation.matrix_balancing" - compute_matrix = self.m.tool(NAMESPACE) - report = compute_matrix(spec) - - def initialize_partition(self, partition_initials): - init_partition = self.m.tool("inro.emme.data.zone_partition.init_partition") - gt = self.bank.partition(partition_initials) - init_partition(partition=gt) - - def process_zone_partition(self, partition_file): - process_zone_partition = self.m.tool("inro.emme.data.zone_partition.partition_transaction") - process_zone_partition(transaction_file = partition_file, - throw_on_error = True, - scenario = self.current_scenario) - def delete_links(self): - if self.network_counts_by_element('links') > 0: - NAMESPACE = "inro.emme.data.network.base.delete_links" - delete_links = self.m.tool(NAMESPACE) - #delete_links(selection="@dist=9", condition="cascade") - delete_links(condition="cascade") - - def delete_nodes(self): - if self.network_counts_by_element('regular_nodes') > 0: - NAMESPACE = "inro.emme.data.network.base.delete_nodes" - delete_nodes = self.m.tool(NAMESPACE) - delete_nodes(condition="cascade") - def process_vehicles(self,vehicle_file): - NAMESPACE = "inro.emme.data.network.transit.vehicle_transaction" - process = self.m.tool(NAMESPACE) - process(transaction_file = vehicle_file, - revert_on_error = True, - scenario = self.current_scenario) - - def process_base_network(self, basenet_file): - NAMESPACE = "inro.emme.data.network.base.base_network_transaction" - process = self.m.tool(NAMESPACE) - process(transaction_file = basenet_file, - revert_on_error = True, - scenario = self.current_scenario) - - def process_turn(self, turn_file): - NAMESPACE = "inro.emme.data.network.turn.turn_transaction" - process = self.m.tool(NAMESPACE) - process(transaction_file = turn_file, - revert_on_error = False, - scenario = self.current_scenario) - - def create_scenario(self, scenario_number, scenario_title = 'test'): - NAMESPACE = "inro.emme.data.scenario.create_scenario" - create_scenario = self.m.tool(NAMESPACE) - create_scenario(scenario_id=scenario_number, - scenario_title= scenario_title) - def change_scenario(self): - self.current_scenario = list(self.bank.scenarios())[0] - - def process_modes(self, mode_file): - NAMESPACE = "inro.emme.data.network.mode.mode_transaction" - process_modes = self.m.tool(NAMESPACE) - process_modes(transaction_file = mode_file, - revert_on_error = True, - scenario = self.current_scenario) def network_importer(EmmeProject): for scenario in list(EmmeProject.bank.scenarios()): @@ -231,36 +67,41 @@ def skims_to_hdf5(EmmeProject): #create a place holder scalar matrix def place_holder_scalar_matrix(): - my_project.create_matrix('SCALAR', 'place', 'place holder', 0, True, my_project.current_scenario) + my_project.create_matrix('place', 'place holder', 'SCALAR') #create origin and destination matrices def create_origin_destination_matrices(): for y in range (0, len(origin_destination_dict["Origin_Matrices"])): - my_project.create_matrix('ORIGIN', origin_destination_dict['Origin_Matrices'][y]['Name'], + my_project.create_matrix(origin_destination_dict['Origin_Matrices'][y]['Name'], origin_destination_dict['Origin_Matrices'][y]['Description'], - 0, True, my_project.current_scenario) + 'ORIGIN') for y in range (0, len(origin_destination_dict["Destination_Matrices"])): - my_project.create_matrix('DESTINATION', origin_destination_dict['Destination_Matrices'][y]['Name'], + my_project.create_matrix(origin_destination_dict['Destination_Matrices'][y]['Name'], origin_destination_dict['Destination_Matrices'][y]['Description'], - 0, True,my_project.current_scenario) + 'DESTINATION') #create scalar matrices: def create_scalar_matrices(): for y in range(0, len(origin_destination_dict["Scalar_Matrices"])): - my_project.create_matrix('SCALAR', origin_destination_dict['Scalar_Matrices'][y]['Name'], + my_project.create_matrix(origin_destination_dict['Scalar_Matrices'][y]['Name'], origin_destination_dict['Scalar_Matrices'][y]['Description'], - 0, True, my_project.current_scenario) + 'SCALAR') #create full matrices def create_full_matrices(): for y in range(0, len(origin_destination_dict["Full_Matrices"])): - my_project.create_matrix('FULL', origin_destination_dict['Full_Matrices'][y]['Name'], + my_project.create_matrix(origin_destination_dict['Full_Matrices'][y]['Name'], origin_destination_dict['Full_Matrices'][y]['Description'], - 0, True, my_project.current_scenario) + 'FULL') #import matrices(employment shares): def import_emp_matrices(): - for i in range(0, len(truck_matrix_import_list)): + truck_emp_dict = json_to_dictionary('truck_emp_dict') + truck_matrix_import_list = ['tazdata', 'agshar', 'minshar', 'prodshar', 'equipshar', + 'tcushar', 'whlsshar', 'const', 'special_gen_light_trucks', + 'special_gen_medium_trucks', 'special_gen_heavy_trucks', + 'heavy_trucks_reeb_ee', 'heavy_trucks_reeb_ei', 'heavy_trucks_reeb_ie'] + for i in range(0, len(truck_emp_dict)): print 'inputs/' + truck_matrix_import_list[i] + '.in' my_project.import_matrices('inputs/trucks/' + truck_matrix_import_list[i] + '.in') @@ -276,6 +117,8 @@ def calc_total_households(): #Populating origin matrices from household/employment matrix (10_copy_matrices.mac) #Copying each colunn into the appropriate Origin Matrix def truck_productions(): + origin_emp_dict = json_to_dictionary('origin_emp_dict') + truck_emp_dict = json_to_dictionary('truck_emp_dict') for key, value in origin_emp_dict.iteritems(): my_project.matrix_calculator(result = key, aggregation_destinations = '+', constraint_by_zone_origins = '*', @@ -311,9 +154,9 @@ def truck_attractions(): for key, value in spec_gen_dict.iteritems(): my_project.matrix_calculator(result = 'md' + key, expression = 'md' + key + '+ md' + value) - refactor_dict = {'moltprof' : 'moltpro * 0.280', - 'momtprof' : 'momtpro * 0.547', - 'mohtprof' : 'mohtpro * 1.125', + refactor_dict = {'moltprof' : 'moltpro * 0.554', + 'momtprof' : 'momtpro * 0.309', + 'mohtprof' : 'mohtpro * 0.413', 'mdltattf' : 'mdltatt * 0.749', 'mdmtattf' : 'mdmtatt * 0.500', 'mdhtattf' : 'mdhtatt * 1.375'} @@ -323,7 +166,7 @@ def truck_attractions(): def import_skims(): # Import districts - my_project.initialize_partition('ga') + my_project.initialize_zone_partition('ga') my_project.process_zone_partition('inputs/trucks/' + districts_file) # Import truck operating costs my_project.import_matrices('inputs/trucks/truck_operating_costs.in') @@ -471,6 +314,7 @@ def calculate_daily_trips(): #apply time of day factors: + truck_tod_factor_dict = json_to_dictionary('truck_tod_factor_dict') for tod in tod_list: for key, value in truck_tod_factor_dict.iteritems(): my_project.matrix_calculator(result = 'mf' + tod[0] + key, @@ -499,7 +343,8 @@ def main(): truck_generation_dict = json_to_dictionary('truck_gen_calc_dict') my_project = EmmeProject(truck_model_project) -main() +if __name__ == "__main__": + main() diff --git a/scripts/utils/ParcelBuffering/DaySimParcelBufferingV3.compiled b/scripts/utils/ParcelBuffering/DaySimParcelBufferingV3.compiled deleted file mode 100644 index f481f30c..00000000 --- a/scripts/utils/ParcelBuffering/DaySimParcelBufferingV3.compiled +++ /dev/null @@ -1,5 +0,0 @@ - - - - - diff --git a/scripts/utils/ParcelBuffering/DaySimParcelBufferingV3.exe b/scripts/utils/ParcelBuffering/DaySimParcelBufferingV3.exe deleted file mode 100644 index ec25b788..00000000 Binary files a/scripts/utils/ParcelBuffering/DaySimParcelBufferingV3.exe and /dev/null differ diff --git a/scripts/utils/ParcelBuffering/DaySimParcelBufferingV3.lpi b/scripts/utils/ParcelBuffering/DaySimParcelBufferingV3.lpi deleted file mode 100644 index 524dddab..00000000 --- a/scripts/utils/ParcelBuffering/DaySimParcelBufferingV3.lpi +++ /dev/null @@ -1,73 +0,0 @@ - - - - - - - - - - - - - - - <UseAppBundle Value="False"/> - <ResourceType Value="res"/> - </General> - <i18n> - <EnableI18N LFM="False"/> - </i18n> - <VersionInfo> - <StringTable ProductVersion=""/> - </VersionInfo> - <BuildModes Count="1"> - <Item1 Name="Default" Default="True"/> - </BuildModes> - <PublishOptions> - <Version Value="2"/> - <IncludeFileFilter Value="*.(pas|pp|inc|lfm|lpr|lrs|lpi|lpk|sh|xml)"/> - <ExcludeFileFilter Value="*.(bak|ppu|o|so);*~;backup"/> - </PublishOptions> - <RunParams> - <local> - <FormatVersion Value="1"/> - <CommandLineParams Value="psrc2040_parcel.ctl"/> - </local> - </RunParams> - <Units Count="1"> - <Unit0> - <Filename Value="DaySimParcelBufferingV3.lpr"/> - <IsPartOfProject Value="True"/> - </Unit0> - </Units> - </ProjectOptions> - <CompilerOptions> - <Version Value="11"/> - <PathDelim Value="\"/> - <Parsing> - <SyntaxOptions> - <SyntaxMode Value="delphi"/> - </SyntaxOptions> - </Parsing> - <Other> - <CompilerMessages> - <MsgFileName Value=""/> - </CompilerMessages> - <CompilerPath Value="$(CompPath)"/> - </Other> - </CompilerOptions> - <Debugging> - <Exceptions Count="3"> - <Item1> - <Name Value="EAbort"/> - </Item1> - <Item2> - <Name Value="ECodetoolError"/> - </Item2> - <Item3> - <Name Value="EFOpenError"/> - </Item3> - </Exceptions> - </Debugging> -</CONFIG> diff --git a/scripts/utils/ParcelBuffering/DaySimParcelBufferingV3.lpr b/scripts/utils/ParcelBuffering/DaySimParcelBufferingV3.lpr deleted file mode 100644 index 28946ad7..00000000 --- a/scripts/utils/ParcelBuffering/DaySimParcelBufferingV3.lpr +++ /dev/null @@ -1,1795 +0,0 @@ -program DaySimParcelBufferingV3; - -{$MODE Delphi} - -{$APPTYPE CONSOLE} - -uses - SysUtils; - -const -(* ======== USER CONTROL CONSTANTS ========= *) - -runlabel:string = 'Parcel buffering run'; - -(* file names and paths *) -outdir:string ='..\'; {output file directory} -inputdir:string ='..\'; {input file directory} - -{on all input file names except parcel file, use string 'none' if no file is available} - -printfname:string ='parcel_buffering.prn'; -outfname:string ='parcel_buffered.dat'; {output file name } -outfdelim:integer = 1; {output file delimeter 1=space 2=tab 3=comma} -parcelfname:string ='parcelbase.dat'; {parcel data file name } -intsecfname:string ='intersections.dat'; {intersection data file name } -trnstpfname:string ='transitstops.dat'; {transit stop data file name } -opnspcfname:string ='openspace.dat'; {open space data file name } -circuityfname:string ='NONE'; {parcel circuity data file name} -nodefname:string ='node_xys.dat'; {node data file name } -nodenodedistancefname:string ='NONE'; {node-node distance binary file name} - -nodeftype:integer = 2; {parcel file type 1=dbf, 2=ascii} -parcelftype:integer = 1; {parcel file type 1=dbf, 2=ascii} -intsecftype:integer = 1; {intersection file type 0=none 1=dbf, 2=ascii} -trnstpftype:integer = 1; {transit stop file type 0=none 1=dbf, 2=ascii} -opnspcftype:integer = 1; {open space file type 0=none 1=dbf, 2=ascii} -circuityftype:integer = 0; {circuity file type 0=none 1=dbf, 2=ascii 3 node-to-node files} -circuityfdiff:integer = 0; - -(* buffer parameters *) -bufftype1:integer = 1; -buffdist1:single = 1320.0; {buffer 1 distance in feet - for flat, this is limit, for decay, this is inflection point} -buffdecay1:single = 0.9; {buffer 1 decay slope - use 0 for flat buffers, 0.9 for decay buffers} -buffexpon1:single = -2.5205; {buffer 1 exponential decay parameter - not currently used} -buffoffset1:single = 0.25; -bufftype2:integer = 1; -buffdist2:single = 2640.0; {buffer 2 distance in feet - for flat, this is limit, for decay, this is inflection point} -buffdecay2:single = 0.9; {buffer 2 decay slope - use 0 for flat buffers, 0.9 for decay buffers} -buffexpon2:single = -0.4365; {buffer 2 exponential decay parameter} -buffoffset2:single = 0.35; - -buffdlimit:single = 15840.0; {orthogonal distance to be considered for either buffer (for processing speed)} - -prtfileopen:integer = 0; -waittoexit:integer = 1; - -frstpercent:integer =0; -lastpercent:integer =100; - -var prtf:text; timestring:string; -dlm:string[1]; - -procedure pwriteln(pri:integer; s:string); -begin - writeln(s); - if prtfileopen>0 then begin - writeln(prtf,s); flush(prtf); - end; -end; - -procedure pwrite(pri:integer; s:string); -begin - write(s); - if prtfileopen>0 then begin - write(prtf,s); flush(prtf); - end; - end; - - -function openTextFile(var f:text; fn:string; rorw:integer):integer; -var i:integer; -begin - {$I-} assign(f,fn); if rorw<>2 then reset(f) else rewrite(f); {$I+} - i:=IOResult; - if i>0 then pwriteln(1,'Cannot open text file '+fn) else - if rorw<>2 then pwriteln(1,'Opened text file '+fn+' for input') else - pwriteln(1,'Opened text file '+fn+' for output'); - opentextfile:=i; -end; - -procedure openPrintFile; -begin - assign(prtf,printfname); rewrite(prtf); - prtfileopen:=1; -end; - -procedure GetRunControls; -var -inf:text; -ctlfname,cstr:string; - - -procedure processCstr(cstr:string); -var p,cerr:integer; clab,carg:string; -begin - for p:=1 to length(cstr) do if cstr[p]='=' then cstr[p]:=' '; - - cerr:=0; - p:=1; - while (cstr[p]=' ') and (p<length(cstr)) do p:=p+1; - - if p<length(cstr) then begin - - clab:=''; - repeat - clab:=clab+uppercase(cstr[p]); - p:=p+1; - until (cstr[p]=' ') or (p>=length(cstr)); - clab:=copy(clab,1,6); - - if p<length(cstr) then begin - - while (cstr[p]=' ') and (p<length(cstr)) do p:=p+1; - - if p<=length(cstr) then begin - - carg:=''; - repeat - carg:=carg+cstr[p]; - p:=p+1; - until (p>length(cstr)) or ((cstr[p]=' ') and (clab<>'RUNLAB')); - - if clab='RUNLAB' then runlabel:=carg else - if clab='PRNTFN' then begin printfname:=carg; openPrintFile; end else - - if clab='OUTDIR' then outdir:=carg else - if clab='OUTFNM' then outfname:=carg else - if clab='OUTDLM' then outfdelim:=strtoint(carg) else - if clab='INPDIR' then inputdir:=carg else - if clab='PARCFN' then parcelfname:=carg else - if clab='INTSFN' then intsecfname:=carg else - if clab='TRSTFN' then trnstpfname:=carg else - if clab='OPSPFN' then opnspcfname:=carg else - if clab='NODEFN' then nodefname:=carg else - if clab='CIRCFN' then circuityfname:=carg else - if clab='NDSTFN' then nodenodedistancefname:=carg else - if clab='PARCFT' then parcelftype:=strtoint(carg) else - if clab='INTSFT' then intsecftype:=strtoint(carg) else - if clab='TRSTFT' then trnstpftype:=strtoint(carg) else - if clab='OPSPFT' then opnspcftype:=strtoint(carg) else - if clab='NODEFT' then nodeftype:=strtoint(carg) else - if clab='CIRCFT' then circuityftype:=strtoint(carg) else - if clab='CIRCDF' then circuityfdiff:=strtoint(carg) else - - if clab='DLIMIT' then buffdlimit:=strtofloat(carg) else - - if clab='BTYPE1' then bufftype1:=strtoint(carg) else - if clab='BDIST1' then buffdist1:=strtofloat(carg) else - if clab='DECAY1' then buffdecay1:=strtofloat(carg) else - if clab='BOFFS1' then buffoffset1:=strtofloat(carg) else - if clab='EXPON1' then buffexpon1:=strtofloat(carg) else - - if clab='BTYPE2' then bufftype2:=strtoint(carg) else - if clab='BDIST2' then buffdist2:=strtofloat(carg) else - if clab='DECAY2' then buffdecay2:=strtofloat(carg) else - if clab='BOFFS2' then buffoffset2:=strtofloat(carg) else - if clab='EXPON2' then buffexpon2:=strtofloat(carg) else - - if clab='FRSTPC' then frstpercent:=strtoint(carg) else - if clab='LASTPC' then lastpercent:=strtoint(carg) else - - - cerr:=1; - - end else cerr:=1; - end else cerr:=1; - end else cerr:=1; - - if cerr>0 then begin - write('Unknown control line : ',cstr,' <Press Enter to continute>'); readln; - end; - - -end; - -var i:integer; -begin - if (ParamCount>0) then ctlfname:=ParamStr(1) else - begin - writeln; - ctlfname:='psrc2006 - decay and node.ctl'; - { write('Give name of control input file and press Enter : '); readln(ctlfname);} - end; - - if ctlfname<>'' then begin - if openTextFile(inf,ctlfname,1)=0 then begin - repeat - readln(inf,cstr); - if (cstr<>'') and (ord(cstr[1])<>26) then processCstr(cstr); - until eof(inf); - close(inf); - end; - end; - - if prtfileopen<1 then openPrintFile; - - {process rest of command line parameters} - for i:=2 to ParamCount do processCstr(ParamStr(i)); - - {start print file, and write controls to it } - - pwriteln(1,runlabel); - pwriteln(1,''); - timestring:=DateTimetoStr(now); - pwriteln(1,'Run for control file '+ctlfname+' started at '+timestring); - pwriteln(1,''); - if ctlfname<>'NONE' then begin - pwriteln(1,'Control file contents: '); - if openTextFile(inf,ctlfname,1)=0 then begin - repeat - readln(inf,cstr); - - pwriteln(1,cstr); - until eof(inf); - close(inf); - end; - end; - if paramcount>1 then begin - pwriteln(1,'Command line switches: '); - for i:=2 to paramcount do pwriteln(1,paramstr(i)); - end; -end; - - - - -{//////////////// routines to read and write dBase IV files ////////////} - -{Data types} -const maxfld=256; maxrecln=4000; -type - dbfftype=file; - dbfhrecord=record - nrecs, nflds, recln, filestat,hhsrat,hhsbeg:integer; {number of records, fields, record length, file status:0complete 1+partial,hh sampling rate, hh beginning number} - fname:array[1..maxfld] of string[11]; {field names} - ftyp:array[1..maxfld] of byte; {field types} - flen:array[1..maxfld] of byte; {field lengths} - fdec:array[1..maxfld] of byte; {field decimals} - fdisp:array[1..maxfld] of integer; {field displacement in a record} - currec:array[1..maxrecln] of char; - end; - -function openDBFFile(var f:dbfftype; fn:string; rorw:integer):integer; -var i:integer; -begin - {$I-} assign(f,fn); if rorw<>2 then reset(f,1) else rewrite(f,1); {$I+} - i:=IOResult; - if i>0 then pwriteln(1,'Cannot open DBase file : '+fn) else - if rorw<>2 then pwriteln(1,'Opened DBase file '+fn+' for input') else - pwriteln(1,'Opened DBase file '+fn+' for output'); - openDBFfile:=i; -end; - -{//// Procedure to read header record information} -procedure readDBFFileHeader( var dbfil:dbfftype; var dbhrec:dbfhrecord); -var -b:byte; i,j,posfr,nread:integer; hb:array[0..31] of byte; - -begin - with dbhrec do begin -{reset to beginning of file} - seek(dbfil,0); -{read in first 32 bytes of files} - blockread(dbfil,hb,sizeof(hb),nread); - pwriteln(1,'dBase file last updated: '+inttostr(hb[3])+'/'+inttostr(hb[2])+'/'+inttostr(hb[1])); -{parse out number of records and fields, and record length, in bytes} - nrecs:=round(hb[4]+256.0*hb[5]+256*256.0*hb[6]+256*256*256.0*hb[7]); - posfr:=hb[8]+256*hb[9]; - nflds:=(posfr-33) div 32; - recln:=hb[10]+256*hb[11]; - {parse files status, hh sampling rate and hh beginning parms} - filestat:=hb[12]; - hhsrat:=round(hb[13]+256.0*hb[14]+256*256.0*hb[15]+256*256*256.0*hb[16]); - hhsbeg:=round(hb[17]+256.0*hb[18]+256*256.0*hb[19]+256*256*256.0*hb[20]); - pwriteln(1,'File has '+inttostr(nflds)+' data fields and '+inttostr(nrecs)+' records of '+inttostr(recln)+' bytes'); - -{parse out field names, types, lengths, and decimals, and calculate displacements} - posfr:=1; - for i:=1 to nflds do begin - fname[i]:=''; - blockread(dbfil,hb,sizeof(hb),nread); - for j:=0 to 10 do if hb[j]>32 then fname[i]:=fname[i]+uppercase(char(hb[j])); - ftyp[i]:=hb[11]; - flen[i]:=hb[16]; - fdec[i]:=hb[17]; - fdisp[i]:=posfr; - posfr:=posfr+flen[i]; - pwriteln(1,'Field '+inttostr(i)+': '+fname[i]+' '+char(ftyp[i])+inttostr(flen[i])+'.'+inttostr(fdec[i])); - end; - -{read last header byte} - blockread(dbfil,b,sizeof(b),nread); - - end; -end; - - -{////Procedure to write header record information} -procedure writeDBFFileHeader( var dbfil:dbfftype; var dbfhrec:dbfhrecord); -var -b:byte; i,j,posfr,nwrit:integer; hb:array[0..31] of byte; -y,m,d:word; - -begin - with dbfhrec do begin -{reset to beginning of file} - seek(dbfil,0); -{set first 32 bytes and write to file} - for j:=0 to 31 do hb[j]:=0; -{file type} - hb[0]:=3; -{date} - decodedate(now,y,m,d); - hb[1]:=y-2000; {year} - hb[2]:=m; {month} - hb[3]:=d; {day} -{number of records} - hb[4]:=nrecs mod 256; - hb[5]:=(nrecs div 256) mod 256; - hb[6]:=(nrecs div (256*256)) mod 256; - hb[7]:=(nrecs div (256*256*256)) mod 256; -{header length} - hb[8]:=(32*(nflds+1)+1) mod 256; - hb[9]:=(32*(nflds+1)+1) div 256; -{record length} - hb[10]:=recln mod 256; - hb[11]:=recln div 256; -{file completeness status} - hb[12]:=filestat; -{hh sampling rate HHSRAT} - hb[13]:=hhsrat mod 256; - hb[14]:=(hhsrat div 256) mod 256; - hb[15]:=(hhsrat div (256*256)) mod 256; - hb[16]:=(hhsrat div (256*256*256)) mod 256; -{hh beginning of sample HHSBEG} - hb[17]:=hhsbeg mod 256; - hb[18]:=(hhsbeg div 256) mod 256; - hb[19]:=(hhsbeg div (256*256)) mod 256; - hb[20]:=(hhsbeg div (256*256*256)) mod 256; -{write} - blockwrite(dbfil,hb,sizeof(hb),nwrit); - -{for each field, set 32 bytes and write to file} - for i:=1 to nflds do begin - for j:=0 to 31 do hb[j]:=0; -{field name} - for j:=1 to length(fname[i]) do hb[j-1]:=ord(fname[i][j]); -{field type} - hb[11]:=ftyp[i]; -{field length} - hb[16]:=flen[i]; -{field decimals} - hb[17]:=fdec[i]; -{write} - blockwrite(dbfil,hb,sizeof(hb),nwrit); - end; - -{write end of header byte} - b:=13; - blockwrite(dbfil,b,sizeof(b),nwrit); - end; -end; - - -{//// Procedure to find the index of variable with name s ////} -function DBIndex(dbfhrec:dbfhrecord; s:string):integer; -var i,m:integer; stemp:string; -begin - with dbfhrec do begin - stemp:=''; - for i:=1 to length(s) do stemp:=stemp+uppercase(s[i]); - m:=1; - while (m<nflds) and (stemp<>fname[m]) do m:=m+1; - if stemp<>fname[m] then pwriteln(1,'No variable named '+s+' is found in the DBF file'); - dbindex:=m; - end; -end; - -{//// Procedure to get record rnum from the file} -procedure readDBFRecord(var dbfil:dbfftype; var dbfhrec:dbfhrecord; rnum:integer); - -var i,j:longint; nread:integer; -begin - with dbfhrec do begin - {i:=round(32.0000000*(nflds+1)+(rnum-1.0000000)*recln+1);} - i:=(32*(nflds+1)+(rnum-1)*recln+1); - {writeln('seeking at byte ',i,' nflds,rnum,recln = ',nflds,' ',rnum,' ',recln);} - seek(dbfil,i); - {$I-} blockread(dbfil,currec,recln,nread); {$I+} - if ioresult>0 then pwriteln(1,'Error reading DBase record number '+inttostr(rnum)); - end; -end; - -{//// Procedure to get an integer value from the current record} -procedure getDBFInt(dbfhrec:dbfhrecord; fnum:integer; var x:integer); -var e,j:integer; s:string; -begin - with dbfhrec do begin - setlength(s,flen[fnum]); - for j:=1 to flen[fnum] do s[j]:=currec[fdisp[fnum]+j]; - {write(s); readln;} - val(s,x,e); - end; -end; - -{//// Procedure to get a real value from the current record} -procedure getDBFReal(dbfhrec:dbfhrecord; fnum:integer; var x:single); -var e,j:integer; s:string; -begin - with dbfhrec do begin - setlength(s,flen[fnum]); - for j:=1 to flen[fnum] do s[j]:=currec[fdisp[fnum]+j]; - {write(s); readln;} - val(s,x,e); - end; -end; - -{//// Procedure to put an integer value into the current record} -procedure putDBFInt(var dbfhrec:dbfhrecord; fnum:integer; x:integer); -var e,j:integer; s:string; -begin - with dbfhrec do begin - str(x:flen[fnum],s); - for j:=1 to flen[fnum] do currec[fdisp[fnum]+j]:=s[j]; - end; -end; - -{//// Procedure to put a real value into the current record} -procedure putDBFReal(var dbfhrec:dbfhrecord; fnum:integer; x:single); -var e,j:integer; s:string; -begin - with dbfhrec do begin - str(x:flen[fnum]:fdec[fnum],s); - for j:=1 to flen[fnum] do currec[fdisp[fnum]+j]:=s[j]; - end; -end; - -{//// Procedure to write the current record to the file} -procedure writeDBFRecord(var dbfil:dbfftype; dbfhrec:dbfhrecord; rnum:integer); -var i:longint; nwrit:integer; -begin - with dbfhrec do begin - {i:=round(32.0*(nflds+1)+(rnum-1.0)*recln+1);} - i:=(32*(nflds+1)+(rnum-1)*recln+1); - seek(dbfil,i); - currec[1]:=char(32); - {$I-} blockwrite(dbfil,currec,recln,nwrit); {$I+} - if ioresult>0 then pwriteln(1,'Error writing DBase record number '+inttostr(rnum)); - end; -end; - -{//// Procedure to write end-of-file character} -procedure writeDBFFileEOF(var dbfil:dbfftype); -var b:byte; nwrit:integer; -begin - b:=26; - blockwrite(dbfil,b,sizeof(b),nwrit); -end; - -(* code to test the routines -var - i,j:integer; r,r2:single; - zonfile,zonfile2:dbfftype; - zonfhr,zonfhr2:dbfhrecord; -begin - assign(zonfile,'c:\mab\sacog\daysim\tazdat00.dbf'); reset(zonfile,1); - readDBFFileHeader (zonfile,zonfhr); - readDBFFileHeader (zonfile,zonfhr2); - assign(zonfile2,'c:\mab\sacog\daysim\tazdatxx.dbf'); rewrite(zonfile2,1); - writeDBFFileHeader (zonfile2,zonfhr2); - for i:=1 to zonfhr.nrecs do begin - readDBFRecord(zonfile,zonfhr,i); - for j:=1 to 41 do begin - getDBFReal(zonfhr,j,r); - putDBFReal(zonfhr2,j,r); - end; - writeDBFRecord(zonfile2,zonfhr2,i); - end; - writeDBFFileEOF(zonfile2); - writeDBFFileHeader (zonfile2,zonfhr2); - close(zonfile); - close(zonfile2); - - assign(zonfile,'daysim\tazdat00.dbf'); reset(zonfile,1); - readDBFFileHeader (zonfile,zonfhr); - assign(zonfile2,'daysim\tazdatxx.dbf'); reset(zonfile2,1); - readDBFFileHeader (zonfile2,zonfhr2); - for i:=zonfhr.nrecs downto 1 do begin - readDBFRecord(zonfile,zonfhr,i); - readDBFRecord(zonfile2,zonfhr2,i); - for j:=1 to 41 do begin - getDBFReal(zonfhr,j,r); - getDBFReal(zonfhr2,j,r2); - write(i:4,j:4,r:8:0,r2:8:0); readln; - end; - end; - close(zonfile); - close(zonfile2); -end. -*) -{//////////////// end of routines to read and write dBase IV files ////////////} - -{ ====================================================================== } - { Declarations and procedure to read parcel data and create indices} - - {Global variables} -const - maxncels=2000000; // maximum total number of cels - nlusevars=14; - nparktypes=2; -type - celint = array[1..maxncels] of integer; - celreal = array[1..maxncels] of single; - - -var -(* parcel variables *) - PARCELID :CelInt ; - XCOORD_P :CelReal ; - YCOORD_P :CelReal ; - SQFT_P :CelReal ; - TAZ_P :CelInt ; - TYPE_P :CelInt ; - LUSE_P :Array[1..nlusevars] of CelReal; {housing, students, employment in single array for easier processing} - PARKSP_P :Array[1..nparktypes] of CelReal; {parking spaces of 2 types in single array} - PARKPR_P :Array[1..nparktypes] of CelReal; {parking prices of 2 types in single array} - nparcels:integer; - -procedure readParcelData; - -var - i,j,k:integer; - dbfil:dbfftype; - dbfhr:dbfhrecord; - txfil:text; - -begin - if parcelftype=1 then begin - openDBFFile(dbfil,inputdir+parcelfname,1); - readDBFFileHeader (dbfil,dbfhr); - nparcels:=dbfhr.nrecs; - - i:=0; - repeat - i:=i+1; - if i mod 10000=0 then write(i:8); - -{read dBase file record} - readDBFRecord(dbfil,dbfhr,i); - - j:=17; getDBFInt (dbfhr,j, PARCELID[i]); - j:=16; getDBFReal(dbfhr,j, XCOORD_P[i]); - j:=8; getDBFReal(dbfhr,j, YCOORD_P[i]); - j:=3; getDBFReal(dbfhr,j, SQFT_P[i]); - j:=11; getDBFInt (dbfhr,j, TAZ_P[i]); - j:=14; getDBFInt (dbfhr,j, TYPE_P[i]); - - j:=19; getDBFReal(dbfhr,j, LUSE_P[1][i]); {HHP} - j:=9; getDBFReal(dbfhr,j, LUSE_P[2][i]); {STUDK8_P} - j:=7; getDBFReal(dbfhr,j, LUSE_P[3][i]); {STUHGH_P} - j:=20; getDBFReal(dbfhr,j, LUSE_P[4][i]); {STUUNI_P} - j:=13; getDBFReal(dbfhr,j, LUSE_P[5][i]); {EMPEDU_P} - j:=21; getDBFReal(dbfhr,j, LUSE_P[6][i]); {EMPFOOD_P} - j:=23; getDBFReal(dbfhr,j, LUSE_P[7][i]); {EMPGOV_P} - j:=12; getDBFReal(dbfhr,j, LUSE_P[8][i]); {EMPIND_P} - j:=15; getDBFReal(dbfhr,j, LUSE_P[9][i]); {EMPMED_P} - j:=2; getDBFReal(dbfhr,j, LUSE_P[10][i]); {EMPOFC_P} - j:=1; getDBFReal(dbfhr,j, LUSE_P[11][i]); {EMPRET_P} - j:=10; getDBFReal(dbfhr,j, LUSE_P[12][i]); {EMPSVC_P} - j:=16; getDBFReal(dbfhr,j, LUSE_P[13][i]); {EMPRSC_P} - j:=22; getDBFReal(dbfhr,j, LUSE_P[14][i]); {EMPTOT_P} - - j:=4; getDBFReal(dbfhr,j, PARKSP_P[1][i]); {PARKDY_P} - j:=18; getDBFReal(dbfhr,j, PARKSP_P[2][i]); {PARKHR_P} - - j:=5; getDBFReal(dbfhr,j, PARKPR_P[1][i]); {PPRICDYP} - j:=24; getDBFReal(dbfhr,j, PARKPR_P[2][i]); {PPRICHRP} - - - {adjustments - min parcel size} - if sqft_p[i]<100.0 then sqft_p[i]:=100.0; - - - until (i>=nparcels); - - pwriteln(1,inttostr(i)+' records read from '+parcelfname); - close(dbfil); - end else - if parcelftype=2 then begin - openTextFile(txfil,inputdir+parcelfname,1); - readln(txfil); {header} - i:=0; - repeat - i:=i+1; - if i mod 10000=0 then write(i:8); - -{read ascii file record} - read(txfil,PARCELID[i], - XCOORD_P[i], - YCOORD_P[i], - SQFT_P[i], - TAZ_P[i], - TYPE_P[i]); - for k:=1 to nlusevars do read(txfil,LUSE_P[k][i]); - - for k:=1 to nparktypes do read(txfil,PARKSP_P[k][i]); - - for k:=1 to nparktypes do read(txfil,PARKPR_P[k][i]); - - {adjustments - min parcel size} - if sqft_p[i]<100.0 then sqft_p[i]:=100.0; - - readln(txfil); - - until eof(txfil); - nparcels:=i; - - pwriteln(1,inttostr(i)+' records read from '+parcelfname); - close(txfil); - end; - -end; - - -{ ====================================================================== } - { Declarations and procedure to read street node data and create indices} - -const - maxnodes=400000; // maximum total number of nodes - maxnodeid = 9999999; -type - nodeint = array[1..maxnodes] of integer; - nodereal = array[1..maxnodes] of single; - -var -(* node variables *) - NODEID :NodeInt ; - XCOORD_N :NodeReal ; - YCOORD_N :NodeReal ; - TOTALLU_N:NodeReal ; - SQFT_N :NodeReal ; - LUSE_N :Array[1..nlusevars] of NodeReal; {housing, students, employment in single array for easier processing} - PARKSP_N :Array[1..nparktypes] of NodeReal; {parking spaces of 2 types in single array} - PARKPR_N :Array[1..nparktypes] of NodeReal; {parking prices of 2 types in single array} - NODES1_N,NODES3_N,NODES4_N:NodeReal; - nnodes:integer; - nodeord:array[1..maxnodeid] of integer; - -procedure readNodeData; - -var - i,j,k,error:integer; - dbfil:dbfftype; - dbfhr:dbfhrecord; - txfil:text; -begin - {$I-} assign(txfil,outdir+'psrc_nodes_extended.dat'); reset(txfil); error:=IOresult; {$I+} - if error=0 then begin - nodeftype:=3; - readln(txfil); {header} - i:=0; - repeat - i:=i+1; - if i mod 10000=0 then write(i:8); - {read ascii file record with extra land use info from nearest parcels} - read(txfil,NODEID[i], - XCOORD_N[i], - YCOORD_N[i], - SQFT_N[i], - TOTALLU_N[i]); - - for k:=1 to nlusevars do read(txfil,LUSE_N[k][i]); - - for k:=1 to nparktypes do read(txfil,PARKSP_N[k][i]); - - for k:=1 to nparktypes do read(txfil,PARKPR_N[k][i]); - - readln(txfil, - NODES1_N[i], - NODES3_N[i], - NODES4_N[i]); - until eof(txfil); - nnodes:=i; - pwriteln(1,inttostr(i)+' records read from '+nodefname); - close(txfil); - end else - if nodeftype=1 then begin - openDBFFile(dbfil,inputdir+nodefname,1); - readDBFFileHeader (dbfil,dbfhr); - nnodes:=dbfhr.nrecs; - - i:=0; - repeat - i:=i+1; - if i mod 10000=0 then write(i:8); - - {read dBase file record} - readDBFRecord(dbfil,dbfhr,i); - - j:= 1; getDBFInt (dbfhr,j, NODEID[i]); - j:=j+1; getDBFReal(dbfhr,j, XCOORD_N[i]); - j:=j+1; getDBFReal(dbfhr,j, YCOORD_N[i]); - - until (i>=nnodes); - - pwriteln(1,inttostr(i)+' records read from '+nodefname); - close(dbfil); - end else - if nodeftype=2 then begin - openTextFile(txfil,inputdir+nodefname,1); - readln(txfil); {header} - i:=0; - repeat - i:=i+1; - if i mod 10000=0 then write(i:8); - - {read ascii file record} - read(txfil,NODEID[i], - XCOORD_N[i], - YCOORD_N[i]); - readln(txfil); - until eof(txfil); - nnodes:=i; - pwriteln(1,inttostr(i)+' records read from '+nodefname); - close(txfil); - end; - {set ordinal id indexing} - for i:=1 to maxnodeid do nodeord[i]:=0; - for i:=1 to nnodes do nodeord[nodeid[i]]:=i; -end; - - -{ ====================================================================== } - -var - currNodeOrd,nextNodeOrd:integer; - NNDistance:array[1..maxnodes] of single; nnfile:text; - nindfile:text; ndisfile:file of integer; - writeNNfiles:boolean; - onodeswritten:integer=0; - dnodeswritten:integer=0; - onodefirstrec:integer=0; - onodelastrec:integer=0; - -procedure openNodeNodeDistanceFile; -var i,error:integer; -begin - assign(nnfile,inputdir+circuityfname); reset(nnfile); readln(nnfile); - pwriteln(1,' Reading node-node distance information from '+circuityfname); - currNodeOrd:=0; - repeat - read(nnfile,i); - if (i<=0) or (nodeOrd[i]<=0) then readln(nnfile); - until (i>0) and (nodeOrd[i]>0); - nextNodeOrd:=nodeOrd[i]; - {$I-} assign(nindfile,outdir+'psrc_node_node_index.dat'); reset(nindfile); error:=IOresult; {$I+} - if error=0 then writeNNfiles:=false else begin - writeNNfiles:=true; - rewrite(nindfile); - writeln(nindfile,'node_Id',dlm,'firstrec',dlm,'lastrec'); {header} - assign(ndisfile,outdir+'psrc_node_node_distances_binary.dat'); rewrite(ndisfile); - end; -end; - -procedure closeNodeNodeDistanceFile ; -begin - {close binary file} - close(nnfile); - if writeNNfiles then begin - close(nindfile); - close(ndisfile); - end; -end; - -procedure getNodeNodeDistances(index:integer); -var onode,dnode,dnodeOrd,idist:integer; dist:single; -begin - while index>currNodeOrd do begin {get next record} - for dnode:=1 to maxnodes do NNDistance[dnode]:=-1; - currNodeOrd:=nextNodeOrd; - onodefirstrec:=0; - onodelastrec:=0; - repeat - readln(nnfile,dnode,dist); - if (nodeOrd[dnode]>0) and (dist<99.0) then begin - dNodeOrd:=nodeOrd[dnode]; - NNDistance[dNodeOrd]:=dist*5280; - if (writeNNfiles) and (currNodeOrd<=dNodeOrd) then begin - idist:=round(NNDistance[dNodeOrd]); - write(ndisfile,dnodeOrd,idist); - dnodeswritten:=dnodeswritten+1; - if onodefirstrec=0 then onodefirstrec:=dnodeswritten; - onodelastrec:=dnodeswritten; - {write('D Record:',dnodeswritten,'= ',dnodeord,' ',dist:6:2,' First/last= ',onodefirstrec,' ',onodelastrec); readln;} - end; - end; - if eof(nnfile) then nextNodeOrd:=nnodes+1 else begin - read(nnfile,onode); - nextNodeOrd:=nodeOrd[onode]; - end; - until (nextNodeOrd>currNodeOrd); - if (writeNNfiles) then begin - writeln(nindfile,currNodeOrd,dlm,onodefirstrec,dlm,onodelastrec); - onodeswritten:=onodeswritten+1; - {write('O Record:',onodeswritten,'= ',currnodeord,' First/last= ',onodefirstrec,' ',onodelastrec); readln;} - for onode:=currNodeOrd+1 to nextNodeOrd-1 do begin - writeln(nindfile,onode,dlm,0,dlm,0); - onodeswritten:=onodeswritten+1; - end; - end; - end; -end; - -function NodeNodeDistance(n1,n2:integer):single; -begin - if (n1=currNodeOrd) and (n2>0) then begin - if n1<3 then writeln(prtf,'Nodes :',currnodeOrd:6,' ',nodeId[currNodeOrd]:7,' ',n2:6,' ',nodeId[n2]:7,' ',NNDistance[n2]:8:0); - NodeNodeDistance:=NNDistance[n2]; - end - else NodeNodeDistance:=-1; -end; - - -{ ---------------------------------------------------------------------- } - -{ Declarations and procedure to read intersection data and create indices} - - {Global variables} - -const maxIntsecs = 199999; - -var - LINKS_I:array[1..maxIntsecs] of integer; - XCOORD_I:array[1..maxIntsecs] of single; - YCOORD_I:array[1..maxIntsecs] of single; - nintsecs:integer; - -procedure readIntsecData; - -var - i,j,k:integer; - dbfil:dbfftype; - dbfhr:dbfhrecord; - txfil:text; - -begin - if intsecftype=1 then begin - openDBFFile(dbfil,inputdir+intsecfname,1); - readDBFFileHeader (dbfil,dbfhr); - nintsecs:=dbfhr.nrecs; - - i:=0; - repeat - i:=i+1; - if i mod 10000=0 then write(i:8); - -{read dBase file record} - readDBFRecord(dbfil,dbfhr,i); - - j:= 1; {id not used} - j:=j+1; getDBFInt (dbfhr,j, LINKS_I[i]); - j:=j+1; getDBFReal(dbfhr,j, XCOORD_I[i]); - j:=j+1; getDBFReal(dbfhr,j, YCOORD_I[i]); - until (i>=nintsecs); - - pwriteln(1,inttostr(i)+' records read from '+intsecfname); - close(dbfil); - end else - if intsecftype=2 then begin - openTextFile(txfil,inputdir+intsecfname,1); - readln(txfil); {header} - i:=0; - repeat - i:=i+1; - if i mod 10000=0 then write(i:8); - -{read ascii file record} - read(txfil,j, {id not used} - LINKS_I[i], - XCOORD_I[i], - YCOORD_I[i]); - readln(txfil); - - until eof(txfil); - nintsecs:=i; - - pwriteln(1,inttostr(i)+' records read from '+intsecfname); - close(txfil); - end else - nintsecs:=0; -end; - - -{ ---------------------------------------------------------------------- } - -{ Declarations and procedure to read transit stop data and create indices} - - {Global variables} - -const maxStops = 19999; - -var - MODE_S:array[1..maxStops] of integer; - XCOORD_S:array[1..maxStops] of single; - YCOORD_S:array[1..maxStops] of single; - nstops:integer; - -procedure readStopData; - -var - i,j,k:integer; - dbfil:dbfftype; - dbfhr:dbfhrecord; - txfil:text; - -begin - if trnstpftype=1 then begin - openDBFFile(dbfil,inputdir+trnstpfname,1); - readDBFFileHeader (dbfil,dbfhr); - nstops:=dbfhr.nrecs; - - i:=0; - repeat - i:=i+1; - if i mod 10000=0 then write(i:8); - -{read dBase file record} - readDBFRecord(dbfil,dbfhr,i); - - j:= 1; {id not used} - j:=j+1; getDBFInt (dbfhr,j, MODE_S[i]); - j:=j+1; getDBFReal(dbfhr,j, XCOORD_S[i]); - j:=j+1; getDBFReal(dbfhr,j, YCOORD_S[i]); - until (i>=nstops); - - pwriteln(1,inttostr(i)+' records read from '+trnstpfname); - close(dbfil); - end else - if trnstpftype=2 then begin - openTextFile(txfil,inputdir+trnstpfname,1); - readln(txfil); {header} - i:=0; - repeat - i:=i+1; - if i mod 10000=0 then write(i:8); - -{read ascii file record} - read(txfil,j, {id not used} - MODE_S[i], - XCOORD_S[i], - YCOORD_S[i]); - readln(txfil); - - until eof(txfil); - nstops:=i; - - pwriteln(1,inttostr(i)+' records read from '+trnstpfname); - close(txfil); - end else - nstops:=0; - -end; - -{ ---------------------------------------------------------------------- } - -{ Declarations and procedure to read open space data and create indices} - - -function min(a,b:single):single; -begin - if a<b then min:=a else min:=b; -end; - - {Global variables} - -const maxParks = 1999999; - -var - XCOORD_O:array[1..maxParks] of single; - YCOORD_O:array[1..maxParks] of single; - SQFT_O:array[1..maxParks] of single; - nparks:integer; - -procedure readParkData; - -var - i,j,k:integer; - dbfil:dbfftype; - dbfhr:dbfhrecord; - txfil:text; - -begin - if opnspcftype=1 then begin - openDBFFile(dbfil,inputdir+opnspcfname,1); - readDBFFileHeader (dbfil,dbfhr); - nparks:=dbfhr.nrecs; - - i:=0; - repeat - i:=i+1; - if i mod 10000=0 then write(i:8); - -{read dBase file record} - readDBFRecord(dbfil,dbfhr,i); - - j:= 1; {id not used} - j:=j+1; getDBFReal(dbfhr,j, XCOORD_O[i]); - j:=j+1; getDBFReal(dbfhr,j, YCOORD_O[i]); - j:=j+1; getDBFReal(dbfhr,j, SQFT_O[i]); - - {adjustments - min parcel size} - if sqft_o[i]<100.0 then sqft_o[i]:=100.0; - - until (i>=nparks); - - pwriteln(1,inttostr(i)+' records read from '+opnspcfname); - close(dbfil); - - end else - if opnspcftype=2 then begin - openTextFile(txfil,inputdir+opnspcfname,1); - readln(txfil); {header} - i:=0; - repeat - i:=i+1; - if i mod 10000=0 then write(i:8); - -{read ascii file record} - read(txfil,j, {id not used} - XCOORD_O[i], - YCOORD_O[i], - SQFT_O[i]); - readln(txfil); - - until eof(txfil); - nparks:=i; - - pwriteln(1,inttostr(i)+' records read from '+opnspcfname); - close(txfil); - end else - nparks:=0; - -end; - -var -NODEIND_P : celint; -NODEIND_I : array[1..maxIntsecs] of integer; -NODEIND_S : array[1..maxStops] of integer; -NODEIND_O : array[1..maxParks] of integer; - -procedure CreateNearestNodeCorrespondences; - -function NearestNode(x,y:single):integer; -var ndist,idist:single; i,nindex:integer; -begin - ndist:=999999999999; - nindex:=0; - for i:=1 to nnodes do begin - idist:= sqrt((x-XCOORD_N[i])*(x-XCOORD_N[i]) + (y-YCOORD_N[i])*(y-YCOORD_N[i])); - if idist<ndist then begin - ndist:=idist; - nindex:=i; - end; - end; - NearestNode:=nindex; -end; - -var i,j,k,n,p,error:integer; txfil:text; -begin - timestring:=DateTimetoStr(now); - pwriteln(1,'Start creating node correspondences at '+timestring); - - {$I-} assign(txfil,outdir+'psrc_parcel_nodes.dat'); reset(txfil); error:=IOresult; {$I+} - if error=0 then begin - readln(txfil); - for i:=1 to nparcels do begin - if i mod 10000=0 then write(i:8); - readln(txfil,j,nodeind_p[i]); - end; - writeln(nparcels:8); - close(txfil); - end else begin - for i:=1 to nparcels do begin - if i mod 10000=0 then write(i:8); - NODEIND_P[i]:= NearestNode(XCOORD_P[i],YCOORD_P[i]); - end; - writeln(nparcels:8); - rewrite(txfil); - writeln(txfil,'id',dlm,'node_id'); - for i:=1 to nparcels do - writeln(txfil,parcelid[i],dlm,nodeind_p[i]); - close(txfil); - end; - - {$I-} assign(txfil,outdir+'psrc_intsec_nodes.dat'); reset(txfil); error:=Ioresult; {$I+} - if error=0 then begin - readln(txfil); - for i:=1 to nintsecs do begin - if i mod 10000=0 then write(i:8); - readln(txfil,j,nodeind_i[i]); - end; - writeln(nintsecs:8); - close(txfil); - end else begin - for i:=1 to nintsecs do begin - if i mod 10000=0 then write(i:8); - NODEIND_I[i]:= NearestNode(XCOORD_I[i],YCOORD_I[i]); - end; - writeln(nintsecs:8); - rewrite(txfil); - writeln(txfil,'id',dlm,'node_id'); - for i:=1 to nintsecs do - writeln(txfil,i,dlm,nodeind_i[i]); - close(txfil); - end; - - {$I-} assign(txfil,outdir+'psrc_tstop_nodes.dat'); reset(txfil); error:=Ioresult; {$I+} - if error=0 then begin - readln(txfil); - for i:=1 to nstops do begin - if i mod 10000=0 then write(i:8); - readln(txfil,j,nodeind_s[i]); - end; - writeln(nstops:8); - close(txfil); - end else begin - for i:=1 to nstops do begin - if i mod 10000=0 then write(i:8); - NODEIND_S[i]:= NearestNode(XCOORD_S[i],YCOORD_S[i]); - end; - writeln(nstops:8); - rewrite(txfil); - writeln(txfil,'id',dlm,'node_id'); - for i:=1 to nstops do - writeln(txfil,i,dlm,nodeind_s[i]); - close(txfil); - end; - - {$I-} assign(txfil,outdir+'psrc_ospace_nodes.dat'); reset(txfil); error:=Ioresult; {$I+} - if error=0 then begin - readln(txfil); - for i:=1 to nparks do begin - if i mod 10000=0 then write(i:8); - readln(txfil,j,nodeind_o[i]); - end; - writeln(nparks:8); - close(txfil); - end else begin - for i:=1 to nparks do begin - if i mod 10000=0 then write(i:8); - NODEIND_O[i]:= NearestNode(XCOORD_O[i],YCOORD_O[i]); - end; - writeln(nparks:8); - rewrite(txfil); - writeln(txfil,'id',dlm,'node_id'); - for i:=1 to nparks do - writeln(txfil,i,dlm,nodeind_o[i]); - close(txfil); - end; - - if nodeftype<3 then begin {collapse parcel land use to nodes} - writeln('Appending parcel and intersection land use to nodes'); - {empty the variables} - for n:=1 to nnodes do begin - sqft_n[n]:=0; - totallu_n[n]:=0; - for k:=1 to nlusevars do luse_n[k,n]:=0; - for k:=1 to nparktypes do parksp_n[k,n]:=0; - for k:=1 to nparktypes do parkpr_n[k,n]:=0; - nodes1_n[n]:=0; - nodes3_n[n]:=0; - nodes4_n[n]:=0; - end; - for p:=1 to nparcels do begin - if p mod 10000=0 then write(p:8); - n:=nodeind_p[p]; - if n>0 then begin - sqft_n[n]:=sqft_n[n]+sqft_p[p]; - for k:=1 to nlusevars do begin luse_n[k,n]:=luse_n[k,n]+luse_p[k,p]; totallu_n[n]:=totallu_n[n]+luse_p[k,p]; end; - for k:=1 to nparktypes do begin parksp_n[k,n]:=parksp_n[k,n]+parksp_p[k,p]; totallu_n[n]:=totallu_n[n]+parksp_p[k,p]; end; - for k:=1 to nparktypes do parkpr_n[k,n]:=parkpr_n[k,n]+parkpr_p[k,p]*parksp_p[k,p]; - end; - end; - writeln(nparcels:8); - for i:=1 to nintsecs do begin - if i mod 10000=0 then write(i:8); - n:=nodeind_i[i]; - if n>0 then begin - if links_i[i]=1 then nodes1_n[n]:=nodes1_n[n] + 1 else - if links_i[i]=3 then nodes3_n[n]:=nodes3_n[n] + 1 else - if links_i[i]>3 then nodes4_n[n]:=nodes4_n[n] + 1; - totallu_n[n]:=totallu_n[n]+1; - end; - end; - writeln(nintsecs:8); - - writeln('Writing extended node file'); - assign(txfil,outdir+'psrc_nodes_extended.dat'); rewrite(txfil); - writeln(txfil, - 'nodeid',dlm,'xcoord_n',dlm,'ycoord_n',dlm,'sqft_n',dlm,'totallu_n',dlm, - 'hh_n',dlm,'stugrd_n',dlm,'stuhgh_n',dlm,'stuuni_n',dlm, - 'empedu_n',dlm,'empfoo_n',dlm,'empgov_n',dlm,'empind_n',dlm,'empmed_n',dlm,'empofc_n',dlm,'empret_n',dlm,'empsvc_n',dlm,'empoth_n',dlm,'emptot_n',dlm, - 'parkdy_n',dlm,'parkhr_n',dlm,'ppricdyn',dlm,'pprichrn',dlm,'nodes1_n',dlm,'nodes3_n',dlm,'nodes4_n'); - for n:=1 to nnodes do begin - if n mod 10000=0 then write(n:8); - write(txfil,nodeid[n],dlm,xcoord_n[n]:1:0,dlm,ycoord_n[n]:1:0,dlm,sqft_n[n]:1:0,dlm,totallu_n[n]:4:2); - for k:=1 to nlusevars do write(txfil,dlm,luse_n[k,n]:4:2); - for k:=1 to nparktypes do write(txfil,dlm,parksp_n[k,n]:4:2); - for k:=1 to nparktypes do write(txfil,dlm,parkpr_n[k,n]/(parksp_n[k,n]+0.000000001):4:2); {use average price}; - writeln(txfil, - dlm,nodes1_n[n]:4:2, - dlm,nodes3_n[n]:4:2, - dlm,nodes4_n[n]:4:2); - end; - writeln(nnodes:8); - close(txfil); - end; -end; - -function PathagDist (x1,y1,x2,y2:single) :single; -{calculate pathagorean distance to the nearest foot} -begin - PathagDist := sqrt( (x1-x2)*(x1-x2) + (y1-y2)*(y1-y2) ); -end; - - -const nbuffers=2; maxfeet = 52800; - -var DDecayWeights:array[1..nbuffers,0..maxfeet] of single; - -procedure PrecalculateDistanceDecayWeights; -{set buffer weights for both buffers} -var xydist:integer; -begin - {pre-calculate buffer weights for each foot of distance} - for xydist:=0 to round(buffdlimit) do begin - if bufftype1=2 then - DDecayWeights[1,xydist]:=min(1.0, (1.0 + exp(buffdecay1 * -0.5 + buffoffset1/5280)) / (1.0 + exp(buffdecay1 *(xydist/buffdist1 -0.5 - buffoffset1/5280)))) {logistic decay - inflection at buffdist1} - else if bufftype1=3 then - DDecayWeights[1,xydist]:= exp(buffexpon1 * xydist/5280); {exponential decay} - - if bufftype2=2 then - DDecayWeights[2,xydist]:=min(1.0, (1.0 + exp(buffdecay2 * -0.5 + buffoffset2/5280)) / (1.0 + exp(buffdecay2 *(xydist/buffdist2 -0.5 - buffoffset2/5280)))) {logistic decay - inflection at buffdist2} - else if bufftype2=3 then - DDecayWeights[2,xydist]:= exp(buffexpon2 * xydist/5280); {exponential decay} - {if xydist mod 264 = 0 then begin - writeln(xydist/5280.0:5:2,DDecayWeights[1,xydist]:8:5,DDecayWeights[2,xydist]:8:5); readln; - end;} - end; -end; - - -type bwarray=array[1..nbuffers] of single; - -function BufferWeights (xydist,sqft:single) :bwarray; -{set buffer weights for both buffers} -var dwidth, xydistf, xydistn:single; -begin - - if (bufftype1=1) or (bufftype2=1) then begin - if sqft>0 then begin - {approximate distance to near near and far parcel boundaries} - dwidth:=sqrt(sqft); - xydistf:=xydist+dwidth/2.0; - xydistn:=xydist-dwidth/2.0; - end else begin - dwidth:=1; - xydistf:=xydist; - xydistn:=xydist; - end; - end; - - if (bufftype1>1) then - BufferWeights[1]:= DDecayWeights[1,round(xydist)] {decay buffer - use pre-calculated value} - else - if (xydistf<=buffdist1) then - BufferWeights[1]:= 1 {flat buffer - full parcel within limit} - else - if (xydistn>buffdist1) then - BufferWeights[1]:= 0 {flat buffer - full parcel outside limit} - else - BufferWeights[1]:= min(1.0,(buffdist1 - xydistn)/ dwidth); {flat buffer - part of parcel within limit} - - if (bufftype2>1) then - BufferWeights[2]:= DDecayWeights[2,round(xydist)] {decay buffer - use pre-calculated value} - else - if (xydistf<=buffdist2) then - BufferWeights[2]:= 1 {flat buffer - full parcel within limit} - else - if (xydistn>buffdist2) then - BufferWeights[2]:= 0 {flat buffer - full parcel outside limit} - else - BufferWeights[2]:= min(1.0,(buffdist2 - xydistn)/ dwidth); {flat buffer - part of parcel within limit} -end; - - -{ //////////// code for circuity measures ////////// } -const -ndirections=8; -ndistbands=3; -dirlab:array[1..ndirections] of string[2]=('E','NE','N','NW','W','SW','S','SE'); - -const maxCircValue = 5.0; defaultCircuityRatio = 1.41; - -var circValue:array[1..maxncels,1..ndirections,1..ndistbands] of single; - XCOORD_C:array[1..maxncels] of single; - YCOORD_C:array[1..maxncels] of single; - -ncircp:integer; - - -procedure readCircuityData; -var - i,j,k,parcelid2,direction,distband:integer; - dbfil:dbfftype; - dbfhr:dbfhrecord; - txfil:text; - -begin - if circuityftype=1 then begin - openDBFFile(dbfil,inputdir+circuityfname,1); - readDBFFileHeader (dbfil,dbfhr); - ncircp:=dbfhr.nrecs; - if (circuityfdiff=0) and (ncircp <> nparcels) then begin writeln('circuity file has wrong number of recordsw ',ncircp,' should be ',nparcels); readln; end; - - i:=0; - repeat - i:=i+1; - if i mod 10000=0 then write(i:8); - -{read dBase file record} - readDBFRecord(dbfil,dbfhr,i); - - j:= 1; getDBFInt(dbfhr,j, parcelid2); - if (circuityfdiff=0)and (parcelid2 <> parcelid[i]) then begin writeln('parcel ',i,' on circuity file has wrong id ',parcelid2,' should be ',parcelid[i]); readln; end; - - for direction:=1 to ndirections do - for distband:=1 to ndistbands do begin - j:=j+1; getDBFReal(dbfhr,j, circValue[i,direction,distband]); - if circValue[i,direction,distband]>maxCircValue then circValue[i,direction,distband]:=maxCircValue ; - end; - if circuityfdiff>0 then begin - j:=j+1; getDBFReal(dbfhr,j, XCOORD_C[i]); - j:=j+1; getDBFReal(dbfhr,j, YCOORD_C[i]); - end; - until (i>=ncircp); - - pwriteln(1,inttostr(i)+' records read from '+opnspcfname); - close(dbfil); - - end else - if circuityftype=2 then begin - openTextFile(txfil,inputdir+circuityfname,1); - readln(txfil); {header} - i:=0; - repeat - i:=i+1; - if i mod 10000=0 then write(i:8); - -{read ascii file record} - read(txfil,parcelid2); - if (circuityfdiff=0) and (parcelid2 <> parcelid[i]) then begin writeln('parcel ',i,' on circuity file has wrong id ',parcelid2,' should be ',parcelid[i]); readln; end; - - for direction:=1 to ndirections do - for distband:=1 to ndistbands do begin - read(txfil, circValue[i,direction,distband]); - if circValue[i,direction,distband]>maxCircValue then circValue[i,direction,distband]:=maxCircValue ; - end; - if circuityfdiff>0 then begin - read(txfil,XCOORD_C[i],YCOORD_C[i]); - end; - - readln(txfil); - - until eof(txfil); - ncircp:=i; - - pwriteln(1,inttostr(i)+' records read from '+circuityfname); - close(txfil); - end else - ncircp:=0; - -end; - - -const maxCircDist = 10560.0; {only apply circuity multiplier out to 2 miles = 10560 feet} -const distlimit:array[1..ndistbands] of single=(2640.0,5280.0,7920.0); - -function circuityDist(p_circ:integer; ox,oy,dx,dy:single):single; - -var oddir,oddi2:integer; xydist,angle,circuityRatio:single; dwt:array[1..ndistbands] of single; - -{ Octant dx-ox dy-oy Xdif vs. Ydif - 1 E-NE pos pos greater - 2 NE-N pos pos less - 3 N-NW neg pos less - 4 NW-W neg pos greater - 5 W-SW neg neg greater - 6 SW-S neg neg leYass - 7 S-SE pos neg less - 8 SE-E pos neg greater} - -begin - xydist:=PathagDist(ox,oy,dx,dy); - if (dx=ox) and (dy=oy) then circuityRatio:= 1.0 else - begin - - if (dy=oy) then begin {due East or West} - if (dx>ox) then begin {due E} - oddir:=1; angle:=0; - end else begin {due W} - oddir:=5; angle:=0; - end; - end else - if (dx=ox) then begin {due N or S} - if (dy>oy) then begin {due N} - oddir:=3; angle:=0; - end else begin {due S} - oddir:=7; angle:=0; - end; - end else - if (dy>oy) then begin {towards North} - if (dx>ox) then begin {NE quadrant} - if (abs(dx-ox) > abs(dy-oy)) then begin {E-NE} - oddir := 1; angle:= abs(dy-oy)/abs(dx-ox); - end else begin {NE-N} - oddir := 2; angle:= 1.0 - abs(dx-ox)/abs(dy-oy); - end; - end else begin - if (abs(dx-ox) < abs(dy-oy)) then begin {N-NW} - oddir := 3; angle:= abs(dx-ox)/abs(dy-oy); - end else begin {NW-W} - oddir := 4; angle:= 1.0 - abs(dy-oy)/abs(dx-ox); - end; - end; - end else begin {toward South} - if (dx<ox) then begin {SW quadrant} - if (abs(dx-ox) > abs(dy-oy)) then begin {W-SW} - oddir := 5; angle:= abs(dy-oy)/abs(dx-ox); - end else begin {SW-S} - oddir := 6; angle:= 1.0 - abs(dx-ox)/abs(dy-oy); - end; - end else begin - if (abs(dx-ox) < abs(dy-oy)) then begin {S-SE} - oddir := 7; angle:= abs(dx-ox)/abs(dy-oy); - end else begin {SE-E} - oddir := 8; angle:= 1.0 - abs(dy-oy)/abs(dx-ox); - end; - end; - end; - - if (xydist<distlimit[1]) then begin dwt[1]:=1.0; dwt[2]:=0; dwt[3]:=0; end else - if (xydist<distlimit[2]) then begin dwt[2]:=(xydist-distlimit[1])/(distlimit[2]-distlimit[1]); dwt[1]:=1.0-dwt[2]; dwt[3]:=0; end else - if (xydist<distlimit[3]) then begin dwt[3]:=(xydist-distlimit[2])/(distlimit[3]-distlimit[2]); dwt[2]:=1.0-dwt[3]; dwt[1]:=0; end else - if (xydist>=distlimit[3]) then begin dwt[3]:=1.0; dwt[2]:=0; dwt[1]:=0; end; - - if oddir<ndirections then oddi2:=oddir+1 else oddi2:=1; - - circuityRatio:=(1-angle) * (dwt[1]*circValue[p_circ,oddir,1] + dwt[2]*circValue[p_circ,oddir,2] + dwt[3]*circValue[p_circ,oddir,3]) - + angle * (dwt[1]*circValue[p_circ,oddi2,1] + dwt[2]*circValue[p_circ,oddi2,2] + dwt[3]*circValue[p_circ,oddi2,3]); - end; - if xydist<maxCircDist then circuityDist:= circuityRatio * xydist else - circuityDist:= circuityRatio * maxCircDist + defaultCircuityRatio * (xydist - maxCircDist); {default ratio, around sqrt(2), applied to portion of distance over maxCircDist} -end; - -{Buffer variables} -var - luse_b:array[1..maxnodes,1..nbuffers,1..nlusevars] of single; - parksp_b,parkpr_b:array[1..maxnodes,1..nbuffers,1..nparktypes] of single; - nodes1,nodes3,nodes4,tstops,bparks,aparks:array[1..maxnodes,1..nbuffers] of single; - dist_tran:array[1..maxnodes,1..5] of single; - dist_park:array[1..maxnodes] of single; - -const tiny=0.0000000000001; - -procedure BufferAroundAPoint(originx,originy:real; originIndex,sindex:integer); - -function SetDistance(oindex,dindex:integer; ox,oy,dx,dy:real):single; -var xydist:single; -begin - if circuityftype=3 then begin - xydist:=NodeNodeDistance(oindex,dindex); - if xydist<0 then xydist:=1.4 * PathagDist(ox,oy,dx,dy); - end else - if circuityftype>0 then xydist:=CircuityDist(oindex,ox,oy,dx,dy) - else xydist:=PathagDist (ox,oy,dx,dy); - SetDistance:=xydist; -end; - -var j,k,n:integer; - xydist:single; bweight:bwarray; closest:single; - -begin - {initialize parcel buffer measures} - for j:=1 to nbuffers do begin - for k:=1 to nlusevars do luse_b[sindex,j,k]:=0; - for k:=1 to nparktypes do parksp_b[sindex,j,k]:=0; - for k:=1 to nparktypes do parkpr_b[sindex,j,k]:=0; - end; - - {initialize intersection buffer measures} - for j:=1 to nbuffers do begin - nodes1[sindex,j]:=0; - nodes3[sindex,j]:=0; - nodes4[sindex,j]:=0; - end; - - {initialize transit stop buffer measures} - for j:=1 to nbuffers do tstops[sindex,j]:=0; - for k:=1 to 5 do dist_tran[sindex,k]:=999.0; - - {initialize open space buffer measures} - for j:=1 to nbuffers do begin bparks[sindex,j]:=0; aparks[sindex,j]:=0; end; - dist_park[sindex]:=999.0; - - if circuityftype<3 then begin - {loop on all parcels and screen on orthogonal distance less than buffdlimit} - if originindex<3 then writeln(prtf,'Start of parcels for node ',originindex); - - for n:=1 to nparcels do - if abs(originx-xcoord_p[n])+abs(originy-ycoord_p[n])<buffdlimit then begin - - {distances} - {writeln('P ',originindex,' ',n,' ',nodeind_p[n]);} - xydist:=SetDistance(originIndex,nodeind_p[n],originx,originy,xcoord_p[n],ycoord_p[n]); - - if (xydist<maxfeet) then begin - - bweight:=BufferWeights(xydist,sqft_p[n]); - - {accumulate all buffer variables} - for j:=1 to nbuffers do if bweight[j]>tiny then begin - - for k:=1 to nlusevars do luse_b[sindex,j,k]:=luse_b[sindex,j,k] + (bweight[j] * luse_p[k,n]); - - for k:=1 to nparktypes do begin - parksp_b[sindex,j,k]:= parksp_b[sindex,j,k] + (bweight[j] * parksp_p[k,n]); - parkpr_b[sindex,j,k]:= parkpr_b[sindex,j,k] + (bweight[j] * parksp_p[k,n] * parkpr_p[k,n]); {also weight by number of spaces} - end; - - {for psrc, add up type 19 parcels in bparks} - if (type_p[n]=19) and (copy(outfname,1,4)='psrc') and (opnspcftype=0) then bparks[sindex,j]:=bparks[sindex,j] + bweight[j]; - end; - end; - - end; {parcel loop} - {loop on all intersections} - if originindex<3 then writeln(prtf,'Start of intersections for node ',originindex); - for n:=1 to nintsecs do - if abs(originx-xcoord_i[n])+abs(originy-ycoord_i[n])<buffdlimit then begin - - {distances} - {writeln('I ',originindex,' ',n,' ',nodeind_i[n]);} - xydist:=SetDistance(originIndex,nodeind_i[n],originx,originy,xcoord_i[n],ycoord_i[n]); - - if xydist<maxfeet then begin - - bweight:=BufferWeights(xydist,0); - - {accumulate all buffer variables} - for j:=1 to nbuffers do if bweight[j]>tiny then begin - if links_i[n]=1 then nodes1[sindex,j]:=nodes1[sindex,j] + bweight[j] else - if links_i[n]=3 then nodes3[sindex,j]:=nodes3[sindex,j] + bweight[j] else - if links_i[n]>3 then nodes4[sindex,j]:=nodes4[sindex,j] + bweight[j]; - end; - end; - - end; {intersection loop} - - end else begin - {loop on all nodes and screen on orthogonal distance less than buffdlimit} - if originindex<3 then writeln(prtf,'Start of nodes for node ',originindex); - for n:=1 to nnodes do - if (totallu_n[n]>0) and (abs(originx-xcoord_n[n])+abs(originy-ycoord_n[n])<buffdlimit*1.5) then begin - - {distances} - {writeln('P ',originindex,' ',n,' ',nodeind_p[n]);} - xydist:=SetDistance(originIndex,n,originx,originy,xcoord_n[n],ycoord_n[n]); - - if (xydist<maxfeet) then begin - - bweight:=BufferWeights(xydist,sqft_n[n]); - - {accumulate all buffer variables} - for j:=1 to nbuffers do if bweight[j]>tiny then begin - - for k:=1 to nlusevars do luse_b[sindex,j,k]:=luse_b[sindex,j,k] + (bweight[j] * luse_n[k,n]); - - for k:=1 to nparktypes do begin - parksp_b[sindex,j,k]:= parksp_b[sindex,j,k] + (bweight[j] * parksp_n[k,n]); - parkpr_b[sindex,j,k]:= parkpr_b[sindex,j,k] + (bweight[j] * parksp_n[k,n] * parkpr_n[k,n]); {also weight by number of spaces} - end; - nodes1[sindex,j]:=nodes1[sindex,j] + bweight[j]*nodes1_n[n]; - nodes3[sindex,j]:=nodes3[sindex,j] + bweight[j]*nodes3_n[n]; - nodes4[sindex,j]:=nodes4[sindex,j] + bweight[j]*nodes4_n[n]; - end; - end; - end; {node loop} - end; - - - - {loop on all transit stops} - if originindex<3 then writeln(prtf,'Start of transit stops for node ',originindex); - for n:=1 to nstops do - if abs(originx-xcoord_s[n])+abs(originy-ycoord_s[n])<maxfeet then begin - - {distances} - {writeln('S ',originindex,' ',n,' ',nodeind_s[n]);} - xydist:=SetDistance(originIndex,nodeind_s[n],originx,originy,xcoord_s[n],ycoord_s[n]); - - if (mode_s[n]>=1) and (mode_s[n]<=5) and (xydist/5280.0<dist_tran[sindex,mode_s[n]]) then - dist_tran[sindex,mode_s[n]]:=xydist/5280.0; - - if (xydist<buffdlimit) and (xydist<maxfeet) then begin - - bweight:=BufferWeights(xydist,0); - - {accumulate all buffer variables} - for j:=1 to nbuffers do if bweight[j]>tiny then begin - tstops[sindex,j]:=tstops[sindex,j] + bweight[j]; - end; - - end; - end; {stop loop} - - - - - {loop on all park records} - if originindex<3 then writeln(prtf,'Start of open space for node ',originindex); - for n:=1 to nparks do - if (nparks<100000) or (abs(originx-xcoord_o[n])+abs(originy-ycoord_o[n])<buffdlimit) then begin - - {distances} - {writeln('O ',originindex,' ',n,' ',nodeind_o[n]);} - xydist:=SetDistance(originIndex,nodeind_o[n],originx,originy,xcoord_o[n],ycoord_o[n]); - - - if xydist<maxfeet then begin - bweight:=BufferWeights(xydist,sqft_o[n]); - - {accumulate all buffer variables} - for j:=1 to nbuffers do if bweight[j]>tiny then begin - bparks[sindex,j]:=bparks[sindex,j] + bweight[j]; - aparks[sindex,j]:=aparks[sindex,j] + (bweight[j]*sqft_o[n]); - end; - - xydist:=xydist - sqrt(sqft_o[n]/3.14); {adjust distance to edge of park, if park were a circle} - if xydist<0 then xydist:=0; - if (xydist/5280.0<dist_park[sindex]) then dist_park[sindex]:=xydist/5280.0; - end; - - end; {park loop} - -end; - - - -{ ///////////// Main Program ////////// } - -var - p,n,j,k,direction,distband,sindex:integer; - buffil:text; - - -Begin - GetRunControls; - if outfdelim=1 then dlm:=' ' else - if outfdelim=2 then dlm:=chr(9) else dlm:=','; - - {load the input data} - if (circuityftype=3) then begin - readNodeData; - end; - readParcelData; - readIntsecData; - readStopData; - readParkData; - if (circuityftype=1) or (circuityftype=2) then readCircuityData else - if (circuityftype=3) then begin - createNearestNodeCorrespondences; - end; - PrecalculateDistanceDecayWeights; - - assign(buffil,outdir+outfname); rewrite(buffil); - - write(buffil, - 'parcelid',dlm,'xcoord_p',dlm,'ycoord_p',dlm,'sqft_p',dlm,'taz_p',dlm,'lutype_p',dlm, - 'hh_p',dlm,'stugrd_p',dlm,'stuhgh_p',dlm,'stuuni_p',dlm, - 'empedu_p',dlm,'empfoo_p',dlm,'empgov_p',dlm,'empind_p',dlm,'empmed_p',dlm,'empofc_p',dlm,'empret_p',dlm,'empsvc_p',dlm,'empoth_p',dlm,'emptot_p',dlm, - 'parkdy_p',dlm,'parkhr_p',dlm,'ppricdyp',dlm,'pprichrp',dlm, - 'hh_1',dlm,'stugrd_1',dlm,'stuhgh_1',dlm,'stuuni_1',dlm, - 'empedu_1',dlm,'empfoo_1',dlm,'empgov_1',dlm,'empind_1',dlm,'empmed_1',dlm,'empofc_1',dlm,'empret_1',dlm,'empsvc_1',dlm,'empoth_1',dlm,'emptot_1',dlm, - 'parkdy_1',dlm,'parkhr_1',dlm,'ppricdy1',dlm,'pprichr1',dlm, - 'nodes1_1',dlm,'nodes3_1',dlm,'nodes4_1',dlm,'tstops_1',dlm,'nparks_1',dlm,'aparks_1',dlm, - 'hh_2',dlm,'stugrd_2',dlm,'stuhgh_2',dlm,'stuuni_2',dlm, - 'empedu_2',dlm,'empfoo_2',dlm,'empgov_2',dlm,'empind_2',dlm,'empmed_2',dlm,'empofc_2',dlm,'empret_2',dlm,'empsvc_2',dlm,'empoth_2',dlm,'emptot_2',dlm, - 'parkdy_2',dlm,'parkhr_2',dlm,'ppricdy2',dlm,'pprichr2',dlm, - 'nodes1_2',dlm,'nodes3_2',dlm,'nodes4_2',dlm,'tstops_2',dlm,'nparks_2',dlm,'aparks_2',dlm, - 'dist_lbus',dlm,'dist_ebus',dlm,'dist_crt',dlm,'dist_fry',dlm,'dist_lrt',dlm,'dist_park'); - if (circuityftype=1) or (circuityftype=2) then - for direction:=1 to ndirections do for distband:=1 to ndistbands do write(buffil,dlm,'Circ_',dirlab[direction],distband); - writeln(buffil); - - if circuityftype=3 then begin - {create buffer measures} - timestring:=DateTimetoStr(now); - pwriteln(1,'Start buffering around nodes at '+timestring); - writeln('Nodes processed ... '); - - {first buffer around every node and store} - openNodeNodeDistanceFile; - for n:=1 to nnodes do begin - if n mod 1000=0 then write(n:8); - getNodeNodeDistances(n); - BufferAroundAPoint(xcoord_n[n],ycoord_n[n],n,n); - end; - closeNodeNodeDistanceFile; - end; - - timestring:=DateTimetoStr(now); - pwriteln(1,'Start writing parcel buffer records at '+timestring); - writeln('Parcels processed ... '); - {loop on parcels from parcel file} - for p:=1 to nparcels do begin - - if p mod 1000=0 then write(p:8); - if taz_p[p]>0 then begin {don't bother buffering if invalid zone number} - - {if using nodes, just take buffer record from nearest node, else buffer and take from sindex=1} - if circuityftype=3 then sindex:=nodeind_p[p] else begin - sindex:=1; - BufferAroundAPoint(xcoord_p[p],ycoord_p[p],p,sindex); - end; - - {write record for parcel} - - {first copy existing parcel variables} - write(buffil,parcelid[p], - dlm,xcoord_p[p]:1:0, - dlm,ycoord_p[p]:1:0, - dlm,sqft_p[p]:1:0, - dlm,taz_p[p], - dlm,type_p[p]); - for k:=1 to nlusevars do write(buffil,dlm,luse_p[k,p]:4:2); - for k:=1 to nparktypes do write(buffil,dlm,parksp_p[k,p]:4:2); - for k:=1 to nparktypes do write(buffil,dlm,parkpr_p[k,p]:4:2); - - {then add buffer variables} - for j:=1 to nbuffers do begin - for k:=1 to nlusevars do write(buffil,dlm,luse_b[sindex,j,k]:4:2); - for k:=1 to nparktypes do write(buffil,dlm,parksp_b[sindex,j,k]:4:2); - for k:=1 to nparktypes do write(buffil,dlm,parkpr_b[sindex,j,k]/(parksp_b[sindex,j,k]+0.000000001):4:2); {use average price} - write(buffil, - dlm,nodes1[sindex,j]:4:2, - dlm,nodes3[sindex,j]:4:2, - dlm,nodes4[sindex,j]:4:2, - dlm,tstops[sindex,j]:4:2, - dlm,bparks[sindex,j]:4:2, - dlm,aparks[sindex,j]/(bparks[sindex,j]+0.000001):4:0); - end; - - {write distance variables} - for k:=1 to 5 do write(buffil,dlm,dist_tran[sindex,k]:4:2); - write(buffil,dlm,dist_park[sindex]:4:2); - - if (circuityftype=1) or (circuityftype=2) then - for direction:=1 to ndirections do - for distband:=1 to ndistbands do write(buffil,dlm,circValue[p,direction,distband]:4:2); - - writeln(buffil); - end; - end; - close(buffil); - - - timestring:=DateTimetoStr(now); - pwriteln(1,'Finish computation of buffers at '+timestring); - - if prtfileopen>0 then close(prtf); - - if waittoexit>0 then begin writeln; write('Press Enter to exit ...'); readln; end; -End. - diff --git a/scripts/utils/ParcelBuffering/DaySimParcelBufferingV3.lps b/scripts/utils/ParcelBuffering/DaySimParcelBufferingV3.lps deleted file mode 100644 index 1938c549..00000000 --- a/scripts/utils/ParcelBuffering/DaySimParcelBufferingV3.lps +++ /dev/null @@ -1,147 +0,0 @@ -<?xml version="1.0"?> -<CONFIG> - <ProjectSession> - <PathDelim Value="\"/> - <Version Value="9"/> - <BuildModes Active="Default"/> - <Units Count="1"> - <Unit0> - <Filename Value="DaySimParcelBufferingV3.lpr"/> - <IsPartOfProject Value="True"/> - <IsVisibleTab Value="True"/> - <EditorIndex Value="0"/> - <WindowIndex Value="0"/> - <TopLine Value="1768"/> - <CursorPos X="1" Y="1785"/> - <UsageCount Value="197"/> - <Loaded Value="True"/> - <DefaultSyntaxHighlighter Value="Delphi"/> - </Unit0> - </Units> - <General> - <ActiveWindowIndexAtStart Value="0"/> - </General> - <JumpHistory Count="30" HistoryIndex="29"> - <Position1> - <Filename Value="DaySimParcelBufferingV3.lpr"/> - <Caret Line="444" Column="99" TopLine="425"/> - </Position1> - <Position2> - <Filename Value="DaySimParcelBufferingV3.lpr"/> - <Caret Line="261" Column="19" TopLine="247"/> - </Position2> - <Position3> - <Filename Value="DaySimParcelBufferingV3.lpr"/> - <Caret Line="428" Column="24" TopLine="407"/> - </Position3> - <Position4> - <Filename Value="DaySimParcelBufferingV3.lpr"/> - 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<Caret Line="1756" Column="1" TopLine="1742"/> - </Position28> - <Position29> - <Filename Value="DaySimParcelBufferingV3.lpr"/> - <Caret Line="1762" Column="43" TopLine="1760"/> - </Position29> - <Position30> - <Filename Value="DaySimParcelBufferingV3.lpr"/> - <Caret Line="1782" Column="1" TopLine="1760"/> - </Position30> - </JumpHistory> - </ProjectSession> -</CONFIG> diff --git a/scripts/utils/ParcelBuffering/DaySimParcelBufferingV3.o b/scripts/utils/ParcelBuffering/DaySimParcelBufferingV3.o deleted file mode 100644 index 882913e7..00000000 Binary files a/scripts/utils/ParcelBuffering/DaySimParcelBufferingV3.o and /dev/null differ diff --git a/scripts/utils/ParcelBuffering/parcel_buffering.prn b/scripts/utils/ParcelBuffering/parcel_buffering.prn deleted file mode 100644 index 61b1a715..00000000 --- a/scripts/utils/ParcelBuffering/parcel_buffering.prn +++ /dev/null @@ -1,7 +0,0 @@ -Parcel buffering run - -Run for control file psrc2006 - decay and node.ctl started at 8/22/2013 14:35:04 - -Control file contents: -Cannot open text file psrc2006 - decay and node.ctl -Cannot open DBase file : ..\parcelbase.dat diff --git a/scripts/utils/ParcelBuffering/psrc2006 - decay and node.ctl b/scripts/utils/ParcelBuffering/psrc2006 - decay and node.ctl deleted file mode 100644 index 1c394552..00000000 --- a/scripts/utils/ParcelBuffering/psrc2006 - decay and node.ctl +++ /dev/null @@ -1,32 +0,0 @@ -RUNLAB psrc 2006 decay and node buffering -PRNTFN psrc_2006_decay.prn print file name - -OUTDIR C:\Temp\DaySim\ParcelBuffering\Output\ output directory pathname -OUTFNM psrc_parcel_decay&node_2006.dat output parcel buffer file name (file type always ascii) -OUTDLM 1 outfile file delimiter (1=space, 2=tab, 3=comma) - -INPDIR C:\Temp\DaySim\ParcelBuffering\buffering_inputs\ input directory pathname -PARCFT 1 input parcel file type (1=dbf, 2=ascii - space or tab delimited) -PARCFN parcels.dbf input parcel base data file name -INTSFT 1 input intersection file type (0=none, 1=dbf, 2=ascii - space or tab delimited) -INTSFN psrc_intersections_2006.dbf input intersection data file name -TRSTFT 1 input transit stop file type (0=none, 1=dbf, 2=ascii - space or tab delimited) -TRSTFN psrc_transitstops_2006.dbf input transit stop data file name -OPSPFT 1 input open space file type (0=none, 1=dbf, 2=ascii - space or tab delimited) -OPSPFN psrc_openspace_2006.dbf input open space data file name -NODEFT 2 input open space file type (0=none, 1=dbf, 2=ascii - space or tab delimited) -NODEFN psrc_node_xys.dat input node xy data file -CIRCFT 3 input circuity file type (0=none, 1=dbf, 2=ascii - space or tab delimited, 3=node-node) -CIRCFN psrc_node_node_shortest_path.txt input circuity data file name - -DLIMIT 15840.0 orthogonal distance limit (feet) above which parcels are not considered for buffering - -BTYPE1 2 type for buffer 1 (1 = flat, 2 = logistic decay, 3 = exponential decay) -BDIST1 660.0 buffer 1 inflection distance (feet) - used in different way depending on buffer type -BOFFS1 2640.0 buffer1 offset distance (feet) (used for logistic decay type) -DECAY1 0.76 buffer 1 decay slope parameter (used for logistic decay type) - -BTYPE2 2 type for buffer 2 (1 = flat, 2 = logistic decay, 3 = exponential decay) -BDIST2 1320.0 buffer 2 inflecton distance (feet) - used in different way depending on buffer type -BOFFS2 2640.0 buffer2 offset distance (feet) (used for logistic decay type) -DECAY2 0.76 buffer 2 decay slope parameter (used for logistic decay type) diff --git a/scripts/utils/ParcelBuffering/update_parking.py b/scripts/utils/ParcelBuffering/update_parking.py deleted file mode 100644 index 1c88e400..00000000 --- a/scripts/utils/ParcelBuffering/update_parking.py +++ /dev/null @@ -1,98 +0,0 @@ -# This script modifies parcel-level parking data. -# Parcels obtain aggregate parking costs from 4K ensembles. -# Parcels with parking cost but zero parking spaces are given the average number of parking spaces. -# Currently this average is for the entire region, but should be updated to properly model number of spaces -# by building type, location, or local code. This is just a placeholder to remove coding errors in DaySim -# when zero-parking space parcels cause divide-by-zero errors. -# -# Run this script from the same location as the parcels.txt file -# Parcels.txt can be converted from .dbf format with ArcGIS. - -import pandas as pd -import h5py -import numpy as np -import statsmodels.api as sm -import statsmodels.formula.api as smf -import patsy -from input_configuration import * - -# Cannot import parcel data CSV, truncated by Excel -parcel_h5 = "outputs\daysim_outputs.h5" -daily_parking_cost = "inputs\daily_parking_costs.csv" -hourly_parking_cost = "inputs\hourly_parking_costs.csv" -input_ensemble = "inputs\parking_gz.csv" - -# Combine data columns -df_parcels = pd.read_csv(input_parcels, thousands=',', low_memory=False) -df_ensemble = pd.read_csv(input_ensemble, low_memory = False) -df_daily_parking_cost = pd.DataFrame(pd.read_csv(daily_parking_cost, low_memory = False)) -df_hourly_parking_cost = pd.DataFrame(pd.read_csv(hourly_parking_cost, low_memory = False)) -join_ensemble_to_parcel = pd.merge(left = df_parcels, right=df_ensemble,left_on="TAZ_P",right_on="TAZ") -# Join daily costs with parcel data -merged_df = pd.merge(left=join_ensemble_to_parcel, - right=df_daily_parking_cost, - left_on="ENS", - right_on="ENS") -# Join hourly costs with parcel data -merged_df = pd.merge(left = merged_df, - right = df_hourly_parking_cost, - left_on="ENS", - right_on="ENS") - - -# Clean up the results and store in same format as original parcel.txt file -df = pd.DataFrame(merged_df) -#drop_columns = ['PARKDY_P', 'PARKHR_P', 'PPRICDYP', 'PPRICHRP'] -drop_columns = ['PPRICDYP', 'PPRICHRP'] -df = df.drop(drop_columns, 1) - -for column_title in drop_columns: - df = df.rename(columns = {'DAY_COST':'PPRICDYP', - 'HR_COST':'PPRICHRP'}) - - -# For parcels in regions with non-zero parking costs, ensure each parcel has some minumum parking spaces available -# For now, replacing all zero-parking locations with region-wide average number of parking spots. -# We can update this with an ensemble-wide average from GIS analysis later. -# -daily_parking_zeros = df[df['PPRICDYP'] > 0]['PARKDY_P'] -hourly_parking_zeros = df[df['PPRICHRP'] > 0]['PARKHR_P'] -avg_daily_parking = daily_parking_zeros.mean() -avg_hourly_parking = hourly_parking_zeros.mean() - -replace_daily_parking_costs = daily_parking_zeros[daily_parking_zeros == 0] -replace_hourly_parking_costs = hourly_parking_zeros[hourly_parking_zeros == 0] -f_dy = lambda x : avg_daily_parking -f_hr = lambda x : avg_hourly_parking -replace_daily_parking_costs = replace_daily_parking_costs.apply(f_dy) -replace_daily_parking_costs = pd.DataFrame(replace_daily_parking_costs) -replace_hourly_parking_costs = replace_hourly_parking_costs.apply(f_hr) -replace_hourly_parking_costs = pd.DataFrame(replace_hourly_parking_costs) - -# merge results back in to main data -if len(replace_daily_parking_costs) > 0: - df = df.join(replace_daily_parking_costs, lsuffix = '_left', rsuffix = '_right') - df = df.rename(columns = {'PARKDY_P_right':'PARKDY_P'}) - if 'PARKDY_P_left' in df: - df = df.drop('PARKDY_P_left', 1) - df = df.join(replace_hourly_parking_costs, lsuffix = '_left', rsuffix = '_right') - df = df.rename(columns = {'PARKHR_P_right':'PARKHR_P'}) - if 'PARKHR_P_left' in df: - df = df.drop('PARKHR_P_left', 1) - -# check if any lines have zero costs and more than zero paid parking spaces -#check_day = df[df['PPRICDYP'] > 0]['PARKDY_P'] -#check_hour = df[df['PPRICHRP'] > 0]['PARKHR_P'] -#if check_day.sum()/check_day.count() != check_day.mean(): -# print "Warning. Some parcels may have zero daily parking spaces but non-zero price." -#if check_hour.sum()/check_hour.count() != check_hour.mean(): -# print "Warning. Some parcels may have zero hourly parking spaces but non-zero price." - -# Delete TAZ and ENS columns to restore file to original form. -df = df.drop(['ENS', 'TAZ'], 1) - -# Save results to text file -df.to_csv(input_parcels, index=False) - -# End the script -print "Parcel file updated with aggregate parking costs and lot numbers. " + str(len(replace_daily_parking_costs)) + " parcels were updated." \ No newline at end of file diff --git a/scripts/utils/convert_hhinc_2000_2010.py b/scripts/utils/convert_hhinc_2000_2010.py new file mode 100644 index 00000000..872ce582 --- /dev/null +++ b/scripts/utils/convert_hhinc_2000_2010.py @@ -0,0 +1,28 @@ +# All synthesized populations are in 2000 dollars, but our other costs like parking cost and transit fare are +# in 2010 dollars. So we need to convert our synthetic population for 2010 dollars for consistency. + +import h5py +import numpy as np +import os, sys + +print 'Converting synthetic population income from 2000$ to 2010$' +INCOME_FACTOR_00_10 = 1.26 + +hh_file_loc = 'inputs/hh_and_persons.h5' + +if not os.path.exists(hh_file_loc): + print 'Oops you cannot convert the synthetic population income to 2010 dollars because you are missing the household file that should be at ' + hh_file_loc + +hh_file=h5py.File(hh_file_loc, "r+") + +hh_set = hh_file['Household'] +hh_incomes = np.asarray(hh_set['hhincome']) +incomes_2010 = (hh_incomes * INCOME_FACTOR_00_10).astype(int) + +# delete the income field so you can overwrite with new incomes +del hh_set['hhincome'] +hh_file.create_dataset('Household/hhincome', data=incomes_2010, compression = 'gzip') + +hh_file.close() + + diff --git a/scripts/utils/survey_to_hdf5.R b/scripts/utils/survey_to_hdf5.R new file mode 100644 index 00000000..5bb966f4 --- /dev/null +++ b/scripts/utils/survey_to_hdf5.R @@ -0,0 +1,82 @@ +library(data.table) +library(rhdf5) +library(sqldf) +library(plyr) + + +# This script converts the .dat files of the household survey data into HDF5. + +h5_path <- "R:/SoundCast/HouseholdSurveyData2006/survey_gpsweight.h5" +survey_path <-"R:/SoundCast/HouseholdSurveyData2006" + +survey_hh_file = "hrecx7.dat" +survey_per_file = "precx7.dat" +survey_pday_file = "pdayx7.dat" +survey_hday_file = "hdayx7.dat" +survey_tour_file = "tourx7.dat" +survey_trip_file = "tripx7.dat" + +survey_trip_gps_file <- "trip_gps.txt" + +h5_persons <- "/Person" +h5_households <- "/Household" +h5_tours <- "/Tour" +h5_trips <- "/Trip" +h5_persondays <- "/PersonDay" +h5_householddays <- "/HouseholdDay" + + +table_to_h5group <- function(h5_path, h5_data_root, dataset) { + # Convenience function for taking a dataframe-like object and + # writing it to an hdf5 group. Each column is converted to a 1D + # dataset. Assumes numeric data. Assumes datasets don't already + # exist. + try(h5createGroup(h5_path, h5_data_root)) + for(column in names(dataset)) + { + if(column == "deptm") + { + deptm_array <- subset(dataset, select=column) + deptm_array <- floor(deptm_array/100)*60 + deptm_array %% 100 + + h5write(deptm_array, + h5_path, + paste(h5_data_root, column, sep="/")) + } + else + { + h5write(subset(dataset, select=column), + h5_path, + paste(h5_data_root, column, sep="/")) + } + } +} + +try(h5createFile(h5_path), silent=TRUE) + +survey_hh <- read.table(paste(survey_path,"/",survey_hh_file,sep=""),header=T,sep="") +survey_persons<- read.table(paste(survey_path,"/",survey_per_file,sep=""),header=T,sep="") +survey_pdays <- read.table(paste(survey_path,"/",survey_pday_file,sep=""),header=T,sep="") +survey_hdays <- read.table(paste(survey_path,"/",survey_hday_file,sep=""),header=T,sep="") +survey_tours <- read.table(paste(survey_path,"/",survey_tour_file,sep=""),header=T,sep="") +survey_trips <- read.table(paste(survey_path,"/",survey_trip_file,sep=""),header=T,sep="") + +survey_trips_gps <- read.table(paste(survey_path,"/",survey_trip_gps_file,sep=""),header=T,sep="\t") + +survey_trips_update <- merge(survey_trips, survey_trips_gps, c("hhno", "pno", "day", "deptm"), all.x = TRUE) + +survey_trips_new_weights <-sqldf(c("UPDATE survey_trips_update SET trexpfac =expfacgpsdiv2 WHERE expfacgpsdiv2>0", "SELECT * from main.survey_trips_update"), method="raw") +drops <- c("recid", "tripnum", "mmode", "expfac2", "expfac2div2", "expfacgps", "expfacgpsdiv2", "gpsfact2", "gpsfactx", "X", "X_1", "X_2", "arrtm_y") +survey_trips_final <- survey_trips_new_weights[,!(names(survey_trips_new_weights) %in% drops)] +names(survey_trips_final)[names(survey_trips_final) =='arrtm_x'] <- 'arrtm' + +table_to_h5group(h5_path, h5_households, survey_hh) +table_to_h5group(h5_path, h5_persons, survey_persons) +table_to_h5group(h5_path, h5_persondays, survey_pdays) +table_to_h5group(h5_path, h5_householddays, survey_hdays) +table_to_h5group(h5_path, h5_tours, survey_tours) +table_to_h5group(h5_path, h5_trips, survey_trips_final) + + + + diff --git a/summary_functions.py b/summary_functions.py index 1e1b7dde..8e41b385 100644 --- a/summary_functions.py +++ b/summary_functions.py @@ -1,3 +1,17 @@ +#Copyright [2014] [Puget Sound Regional Council] + +#Licensed under the Apache License, Version 2.0 (the "License"); +#you may not use this file except in compliance with the License. +#You may obtain a copy of the License at + +# http://www.apache.org/licenses/LICENSE-2.0 + +#Unless required by applicable law or agreed to in writing, software +#distributed under the License is distributed on an "AS IS" BASIS, +#WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +#See the License for the specific language governing permissions and +#limitations under the License. + import pandas as pd import numpy as np import math