Drive characteristics using strym

In this notebook, we will generate characteristics of a particular drive. Please ensure strym is installed correctly

Importing packages

Import required packages

from strym import strymread
import strym
import math
import time
import matplotlib.pyplot as plt
import numpy as np
import scipy.integrate as integrate
import sys
import os

/home/ivory/anaconda3/envs/dbn/lib/python3.7/site-packages/statsmodels/tools/_testing.py:19: FutureWarning: pandas.util.testing is deprecated. Use the functions in the public API at pandas.testing instead.
  import pandas.util.testing as tm

Loading BokehJS ...

Specify Data Location

import glob
parentfolder = "../../PandaData/"
folderlist = glob.glob(parentfolder+"*")
csvlist = []
for datafolder in folderlist:
    csvlisttmp = glob.glob(datafolder+"/*CAN*.csv")
    for f in csvlisttmp:
        csvlist.append(f)

num_of_files = len(csvlist)
print("Total number of datafiles in {} is {}.".format(parentfolder, num_of_files))

Total number of datafiles in ../../PandaData/ is 615.

Analysis

1. CSV file containing all messages

In this section, we will extract a subset of the CSV-formatted CAN Data in order to produce summary information of a specific drive.

dbcfile = '../examples/newToyotacode.dbc'
metadata = []
for csvfile in csvlist:
    try:

        # Skip the Honda Pilot drives
        if "5FNYF6H05HB089022" in csvfile:
            continue

        print(f'Processing {csvfile}')
        r0 = strymread(csvfile=csvfile, dbcfile=dbcfile)

        # Success flag tells if strymread successfully read the CSV file. If CSV file is empty,
        # has unacceptable format or some error occur, then success attribute is set to False
        if not r0.success:
            continue
        duration1 = r0.dataframe['Time'][len(r0.dataframe)-1] - r0.dataframe['Time'][0]
        duration_str = f'  Duration of this drive is {duration1} seconds ({math.trunc(int(duration1*1000)/(1000*60))} minutes {math.trunc(duration1 % 60)} seconds).'
        start_str = f'  Starting date/time of the drive is {time.ctime(r0.dataframe["Time"][0])}'

        # get the speed timeseries information from the data file
        speed_ts = r0.speed()
        # turn the timeseries into a python array for integration
        # transform from km/hr by multiplying 1000m/1km and 1 hr/3600s to get m/s
        speed_ar = np.array(speed_ts['Message'])*1000/3600
    #     speed_ar[0:-1]*1000/3600
        # find the difference of the time values
    #     dt = np.diff(np.array(speed_ts['Time']))
        dt = np.diff(speed_ts['Time'])
        # trapezoidal integration, divide by 1000 to get total km (rather than m)
        # Commented out: this produces negative values that don't make sense
    #     km_ts = np.trapz(y=speed_ar[0:-1],x=dt)/1000
        km_ts = np.trapz(y=speed_ar,x=np.array(speed_ts['Time']))/1000
        # commented out: this produces incorrect values that seem to be off by a factor of around 2, depending
        km_dx = np.trapz(y=speed_ar,dx=0.02)/1000
        # need to convert km/hr to km/s to get km later when integrating
        distance_str = f'  The trip was {km_ts} km ({km_ts*3.1/5} miles)'
    #     distance_str_dx f'  The dx version is {km_dx} km ({km_dx*3.1/5} miles)'

        #speed_ts['Time']
        #f'Total miles driven is {km_ts}'
    #     print(duration_str)
    #     print(start_str)
    #     print(distance_str)
    #     print('')
        # reproduce something like Fri Mar 13 06:53:09 2020 GMT-07
        time_str = (time.strftime('%a %b %d %H:%M:%S %Y %Z',time.gmtime(r0.dataframe['Time'][0])))
        # put it all together now
        drive = { 'filepath': csvfile, 'filename': os.path.basename(csvfile), 'distance_km': km_ts, 'distance_miles': km_ts*3.1/5, 'duration_s': duration1,
                 'date': time_str }
        metadata.append( drive )
    except:
        print(f'Unable to process ', csvfile, ', exception=', sys.exc_info() )
print(metadata)

Processing ../../PandaData/2020_02_13/2020-02-13-08-29-09-380270__CAN_Message.csv
Processing ../../PandaData/2020_02_13/2020-02-13-15-37-19-262923__CAN_Message.csv
Processing ../../PandaData/2020_05_29/2020-05-29-11-07-33_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_05_29/2020-05-29-18-25-00_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_29/2020-05-29-20-46-30_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_05_29/2020-05-29-16-38-45_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_29/2020-05-29-10-52-06_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_05_29/2020-05-29-13-15-38_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_05_29/2020-05-29-18-56-18_2T3Y1RFV8KC014025_CAN_Messages.csv
Warning: Timestamps are not monotonically increasing. Further analysis is not recommended.
Processing ../../PandaData/2020_05_29/2020-05-29-13-41-06_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_05_29/2020-05-29-14-22-43_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_29/2020-05-29-11-57-55_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_03_15/2020-03-15-17-32-00_CAN_Messages.csv
Processing ../../PandaData/2020_03_15/2020-03-15-15-12-00_CAN_Messages.csv
Processing ../../PandaData/2020_05_30/2020-05-30-17-24-58_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_30/2020-05-30-17-22-02_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_05_30/2020-05-30-18-06-35_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2019_11_08/2019-11-08-09-58-45-252022__CAN_Message_Toyotaa_CHR.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2019_11_08/2019-11-08-10-01-55-076615__CAN_Message_Toyotaa_CHR.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2019_11_08/2019-11-08-10-00-18-782963__CAN_Message_Toyotaa_CHR.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2019_11_08/2019-11-08-10-04-43-800750__CAN_Message_Toyota_CHR.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2019_11_08/2019-11-08-10-10-00-818245__CAN_Message_Toyota_CHR.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2019_11_08/2019-11-08-10-03-36-356992__CAN_Message_Toyota_CHR.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2019_11_08/2019-11-08-10-08-04-692087__CAN_Message_Toyota_CHR.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2019_11_08/2019-11-08-10-03-10-026068__CAN_Message_Toyota_CHR.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2019_11_08/2019-11-08-10-00-57-837332__CAN_Message_Toyotaa_CHR.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2020_04_05/2020-04-05-13-28-30_CAN_Messages.csv
Processing ../../PandaData/2020_04_05/2020-04-05-15-05-08_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_04_30/2020-04-30-16-19-07_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_04_30/2020-04-30-15-09-18_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_04_30/2020-04-30-16-06-00_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_04_30/2020-04-30-15-54-48_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_03_11/2020-03-11-15-20-00_CAN_Messages.csv
Processing ../../PandaData/2020_03_11/2020-03-11-16-43-24_CAN_Messages.csv
Processing ../../PandaData/2020_03_11/2020-03-11-11-24-24_CAN_Messages.csv
Processing ../../PandaData/2020_03_11/2020-03-11-12-03-30_CAN_Messages.csv
Processing ../../PandaData/2020_03_11/2020-03-11-10-18-08_CAN_Messages.csv
Processing ../../PandaData/2020_05_31/2020-05-31-11-45-11_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_04_02/2020-04-02-09-58-48_CAN_Messages.csv
Processing ../../PandaData/2020_04_02/2020-04-02-09-33-00_CAN_Messages.csv
Processing ../../PandaData/2020_04_02/2020-04-02-09-39-40_CAN_Messages.csv
Processing ../../PandaData/2020_09_08/2020-09-08-15-11-54_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_09_08/2020-09-08-13-04-56_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_09_08/2020-09-08-09-55-54_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_09_08/2020-09-08-15-58-18_2T3Y1RFV8KC014025_CAN_Messages.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2020_09_08/2020-09-08-10-23-44_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_15/2020-05-15-13-04-32_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_15/2020-05-15-17-54-20_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_21/2020-05-21-18-02-05_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_21/2020-05-21-18-09-28_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_04_01/2020-04-01-09-49-30_CAN_Messages.csv
Processing ../../PandaData/2020_04_01/2020-04-01-10-30-53_CAN_Messages.csv
Processing ../../PandaData/2019_10_25/2019-10-25-13-40-15-264940_6288591b-a3ef-4030-a9db-5c3390d78282_CAN_Message_Rav4.csv
Processing ../../PandaData/2019_10_25/2019-10-25-12-46-30-126677_8f806f3c-159e-4096-8552-b0aa7a0a681d_CAN_Message_Rav4.csv
Processing ../../PandaData/2019_10_25/2019-10-25-13-53-22-402926_60e4cdc8-cf3f-4176-ad1b-2a13d00486f2_CAN_Message_Rav4.csv
Processing ../../PandaData/2019_10_25/2019-10-25-13-51-36-833648_a4f27f0c-36b0-4abe-beed-3d548605c439_CAN_Message_Rav4.csv
Processing ../../PandaData/2019_10_25/2019-10-25-13-57-42-883600_47016aab-73b8-470f-8c10-3e14aa85b582_CAN_Message_Rav4.csv
Processing ../../PandaData/2019_10_25/2019-10-25-13-57-22-031456_b118f877-5385-4205-894a-a37515307ee1_CAN_Message_Rav4.csv
Processing ../../PandaData/2019_10_25/2019-10-25-13-39-54-897963_4acda047-6dee-4398-907b-3a40c3468e05_CAN_Message_Rav4.csv
Processing ../../PandaData/2019_10_25/2019-10-25-12-31-39-279380_f451a383-56f8-4792-8756-e8be378580d7_CAN_Message_Rav4.csv
Processing ../../PandaData/2019_10_25/2019-10-25-13-59-00-271381_d0b9318a-f61d-4852-9aee-06f419d01727_CAN_Message_Rav4.csv
Processing ../../PandaData/2019_10_25/2019-10-25-13-49-54-310111_cb40aa45-de04-4313-bb9b-1bcf10ebaf70_CAN_Message_Rav4.csv
Processing ../../PandaData/2020_05_14/2020-05-14-11-21-43_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_14/2020-05-14-13-07-46_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_14/2020-05-14-12-24-15_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_07_15/2020-07-15-12-12-32_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_07_15/2020-07-15-12-19-44_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_07_15/2020-07-15-10-41-40_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020-03-02/2020-03-02-12-54-30-482889__CAN_Messages.csv
Processing ../../PandaData/2020_05_24/2020-05-24-15-34-52_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_24/2020-05-24-15-51-32_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_03_03/2020-03-03-15-36-24-479038__CAN_Messages.csv
Processing ../../PandaData/2020_03_03/2020-03-03-18-29-15-641040__CAN_Messages.csv
Processing ../../PandaData/2020_03_03/2020-03-03-18-09-36-362663__CAN_Messages.csv
Processing ../../PandaData/2020_03_03/2020-03-03-15-27-20-702814__CAN_Messages.csv
Processing ../../PandaData/2020_03_03/2020-03-03-19-57-11-286348__CAN_Messages.csv
Processing ../../PandaData/2020_03_03/2020-03-03-19-32-39-704415__CAN_Messages.csv
Processing ../../PandaData/2020_03_03/2020-03-03-10-35-13-966077__CAN_Messages.csv
Processing ../../PandaData/2020_03_03/2020-03-03-20-15-01-595829__CAN_Messages.csv
Processing ../../PandaData/2020_04_27/2020-04-27-16-43-18_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_04_27/2020-04-27-14-39-48_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_04_27/2020-04-27-17-18-24_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_04_27/2020-04-27-16-06-00_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_04_27/2020-04-27-15-08-04_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_03_26/2020-03-26-11-31-18_CAN_Messages.csv
Processing ../../PandaData/2020_03_26/2020-03-26-10-03-10_CAN_Messages.csv
Processing ../../PandaData/2020_03_26/2020-03-26-10-53-30_CAN_Messages.csv
Processing ../../PandaData/2020_03_26/2020-03-26-11-57-54_CAN_Messages.csv
Processing ../../PandaData/2020_03_26/2020-03-26-12-20-31_CAN_Messages.csv
Processing ../../PandaData/2020_03_26/2020-03-26-11-43-41_CAN_Messages.csv
Processing ../../PandaData/2020_03_10/2020-03-10-11-04-13_CAN_Messages.csv
Processing ../../PandaData/2020_03_10/2020-03-10-09-27-18_CAN_Messages.csv
Processing ../../PandaData/2020_03_10/2020-03-10-08-14-04_CAN_Messages.csv
Processing ../../PandaData/2020_03_10/2020-03-10-10-57-06_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_08_20/2020-08-20-13-52-20_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_08_20/2020-08-20-13-46-34_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_20/2020-08-20-13-24-38_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_20/2020-08-20-13-40-01_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_03_12/2020-03-12-16-36-00_CAN_Messages.csv
Processing ../../PandaData/2020_03_12/2020-03-12-10-34-00_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_03_12/2020-03-12-16-42-37_CAN_Messages.csv
Processing ../../PandaData/2020_03_12/2020-03-12-10-56-10_CAN_Messages.csv
Processing ../../PandaData/2020_03_12/2020-03-12-16-42-33_CAN_Messages.csv
Processing ../../PandaData/2020_03_12/2020-03-12-17-01-23_CAN_Messages.csv
Processing ../../PandaData/2020_03_12/2020-03-12-16-55-30_CAN_Messages.csv
Processing ../../PandaData/2020_03_12/2020-03-12-17-00-38_CAN_Messages.csv
Processing ../../PandaData/2020_03_12/2020-03-12-09-08-48_CAN_Messages.csv
Processing ../../PandaData/2020_03_13/2020-03-13-11-40-54_CAN_Messages.csv
Processing ../../PandaData/2020_03_13/2020-03-13-06-38-00_CAN_Messages.csv
Processing ../../PandaData/2020_03_13/2020-03-13-06-53-08_CAN_Messages.csv
Processing ../../PandaData/2020_03_13/2020-03-13-11-19-00_CAN_Messages.csv
Processing ../../PandaData/2020_03_19/2020-03-19-09-14-39_CAN_Messages.csv
Processing ../../PandaData/2020_03_19/2020-03-19-11-37-30_CAN_Messages.csv
Processing ../../PandaData/2020_03_19/2020-03-19-12-27-00_CAN_Messages.csv
Processing ../../PandaData/2020_03_19/2020-03-19-12-45-44_CAN_Messages.csv
Processing ../../PandaData/2020_03_19/2020-03-19-11-53-54_CAN_Messages.csv
Processing ../../PandaData/2020_03_19/2020-03-19-10-50-13_CAN_Messages.csv
Processing ../../PandaData/2020_08_13/2020-08-13-15-50-51_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_08_13/2020-08-13-12-59-24_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_08_13/2020-08-13-13-38-37_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_13/2020-08-13-12-52-51_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_13/2020-08-13-13-48-16_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_13/2020-08-13-13-59-30_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_13/2020-08-13-15-50-50_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_08_13/2020-08-13-15-50-53_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_08_13/2020-08-13-13-26-45_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_27/2020-08-27-10-57-04_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_27/2020-08-27-10-24-58_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_27/2020-08-27-10-06-11_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_27/2020-08-27-12-17-28_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_27/2020-08-27-11-41-54_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_27/2020-08-27-10-16-15_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_27/2020-08-27-10-30-40_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_27/2020-08-27-10-18-50_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_27/2020-08-27-09-30-08_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_27/2020-08-27-10-09-34_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_27/2020-08-27-12-11-44_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_27/2020-08-27-09-17-24_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_02_18/2020-02-18-13-00-42-209119__CAN_Messages.csv
Processing ../../PandaData/2020_02_18/2018-01-28-09-02-10-467810__CAN_Messages.csv
Processing ../../PandaData/2020_02_18/2020-02-18-12-32-50-441417__CAN_Messages.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2020_02_18/2020-02-18-12-31-06-143745__CAN_Messages.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2020_02_18/2020-02-18-12-39-34-167060__CAN_Messages.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2020_02_18/2020-02-18-12-49-46-552710__CAN_Messages.csv
Processing ../../PandaData/2020_02_18/2020-02-18-12-22-36-391463__CAN_Messages.csv
Processing ../../PandaData/2020_03_22/2020-03-22-11-20-54_CAN_Messages.csv
Processing ../../PandaData/2020_03_22/2020-03-22-08-48-30_CAN_Messages.csv
Processing ../../PandaData/2020_05_22/2020-05-22-09-10-34_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_07_18/2020-07-18-12-58-25_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_07_18/2020-07-18-13-18-27_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_09_03/2020-09-03-13-16-27_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_09_03/2020-09-03-13-21-13_2T3Y1RFV8KC014025_CAN_Messages.csv
CSVfile is empty.
Processing ../../PandaData/2020_09_03/2020-09-03-13-22-50_2T3Y1RFV8KC014025_CAN_Messages.csv
CSVfile is empty.
Processing ../../PandaData/2020_09_03/2020-09-03-13-14-58_2T3Y1RFV8KC014025_CAN_Messages.csv
CSVfile is empty.
Processing ../../PandaData/2020_09_03/2020-09-03-13-38-09_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_09_03/2020-09-03-13-02-12_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_09_03/2020-09-03-13-27-40_2T3Y1RFV8KC014025_CAN_Messages.csv
CSVfile is empty.
Processing ../../PandaData/2020_09_03/2020-09-03-12-56-41_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_09_03/2020-09-03-13-28-35_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_09_03/2020-09-03-11-45-48_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_09_03/2020-09-03-12-37-55_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_09_03/2020-09-03-13-18-58_2T3Y1RFV8KC014025_CAN_Messages.csv
CSVfile is empty.
Processing ../../PandaData/2020_09_03/2020-09-03-13-17-57_2T3Y1RFV8KC014025_CAN_Messages.csv
CSVfile is empty.
Processing ../../PandaData/2020_09_03/2020-09-03-13-19-54_2T3Y1RFV8KC014025_CAN_Messages.csv
CSVfile is empty.
Processing ../../PandaData/2020_09_03/2020-09-03-18-30-30_2T3Y1RFV8KC014025_CAN_Messages.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2020_09_03/2020-09-03-18-50-38_2T3Y1RFV8KC014025_CAN_Messages.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2020_09_03/2020-09-03-13-23-50_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_07_08/2020-07-08-12-55-56_2T3MWRFVXLW056972_CAN_Messages.csv
Processing ../../PandaData/2020_07_08/2020-07-08-14-55-56_2T3MWRFVXLW056972_CAN_Messages.csv
Processing ../../PandaData/2020_07_08/2020-07-08-15-15-54_2T3MWRFVXLW056972_CAN_Messages.csv
Processing ../../PandaData/2020_03_31/2020-03-31-09-54-18_CAN_Messages.csv
Processing ../../PandaData/2020_03_31/2020-03-31-13-32-54_CAN_Messages.csv
Processing ../../PandaData/2020_06_05/2020-06-05-14-04-36_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_06_05/2020-06-05-13-42-18_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_03_09/2020-03-09-15-36-19_CAN_Messages.csv
Processing ../../PandaData/2020_03_09/2020-03-09-18-18-29_CAN_Messages.csv
Processing ../../PandaData/2020_03_09/2020-03-09-19-21-04_CAN_Messages.csv
Processing ../../PandaData/2020_03_09/2020-03-09-17-31-45_CAN_Messages.csv
Processing ../../PandaData/2020_05_01/2020-05-01-11-46-18_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_01/2020-05-01-12-26-25_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_11/2020-05-11-22-49-54_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_06_12/2020-06-12-18-23-25_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_06_12/2020-06-12-18-58-12_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_07_22/2020-07-22-12-12-30_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_19/2020-05-19-17-10-51_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_19/2020-05-19-12-12-56_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_03_29/2020-03-29-08-44-46_CAN_Messages.csv
Processing ../../PandaData/2020_03_29/2020-03-29-12-02-12_CAN_Messages.csv
Processing ../../PandaData/2020_06_01/2020-06-01-13-30-17_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_06_01/2020-06-01-14-15-03_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_06_01/2020-06-01-13-01-36_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_12/2020-05-12-14-04-29_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_12/2020-05-12-16-39-03_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_12/2020-05-12-14-32-13_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_12/2020-05-12-16-33-50_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_12/2020-05-12-13-25-00_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_12/2020-05-12-15-23-19_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_02_06/2020-02-06-16-36-00-227861__CAN_Message.csv
Processing ../../PandaData/2020_02_06/2020-02-06-16-34-13-171421__CAN_Message.csv
Processing ../../PandaData/2020_02_06/2020-02-06-16-40-03-096070__CAN_Message.csv
Processing ../../PandaData/2020_02_06/2020-02-06-16-46-57-040944__CAN_Message.csv
Processing ../../PandaData/2020_02_06/2020-02-06-16-34-49-331226__CAN_Message.csv
Processing ../../PandaData/2020_02_06/2020-02-06-16-35-34-628413__CAN_Message.csv
Processing ../../PandaData/2020_02_27/2020-02-27-16-22-31-700666__CAN_Messages.csv
Processing ../../PandaData/2020_02_27/2020-02-27-16-16-04-935080__CAN_Messages.csv
Processing ../../PandaData/2020_02_27/2020-02-27-15-38-26-238467__CAN_Messages.csv
Processing ../../PandaData/2020_01_31/2020-01-31-13-32-59-900537__CAN_Message_.csv
Processing ../../PandaData/2020_01_31/2020-01-31-11-52-22-509405__CAN_Message_.csv
Processing ../../PandaData/2020_01_31/2020-01-31-13-38-24-204512__CAN_Message_.csv
Processing ../../PandaData/2020_01_31/2020-01-31-11-58-46-177685__CAN_Message_.csv
Processing ../../PandaData/2020_01_31/2020-01-31-13-54-28-723426__CAN_Message_Rav4.csv
Processing ../../PandaData/2020_01_31/2020-01-31-14-00-25-339099__CAN_Message_.csv
Processing ../../PandaData/2020_01_31/2020-01-31-15-08-00-650813__CAN_Message_.csv
Processing ../../PandaData/2020_01_31/2020-01-31-14-38-02-581340__CAN_Message_.csv
Processing ../../PandaData/2020_01_31/2020-01-31-15-08-26-922128__CAN_Message_.csv
Processing ../../PandaData/2020_01_31/2020-01-31-14-06-00-695237__CAN_Message_.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2020_01_31/2020-01-31-14-02-01-566381__CAN_Message_.csv
Processing ../../PandaData/2020_01_31/2020-01-31-14-34-06-311481__CAN_Message_.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2020_01_31/2020-01-31-15-07-24-255626__CAN_Message_.csv
Processing ../../PandaData/2020_01_31/2020-01-31-11-03-22-149961__CAN_Message_Rav4.csv
Processing ../../PandaData/2020_01_31/2020-01-31-11-43-56-582912__CAN_Message_.csv
Processing ../../PandaData/2020_01_31/2020-01-31-13-35-42-866482__CAN_Message_.csv
Processing ../../PandaData/2020_01_31/2020-01-31-11-51-12-903245__CAN_Message_.csv
Processing ../../PandaData/2020_01_31/2020-01-31-13-54-13-514632__CAN_Message_Rav4.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_01_31/2020-01-31-13-33-32-930226__CAN_Message_.csv
Processing ../../PandaData/2020_01_31/2020-01-31-11-51-43-199958__CAN_Message_.csv
Processing ../../PandaData/2020_01_31/2020-01-31-13-04-39-616820__CAN_Message_.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_01_31/2020-01-31-13-35-04-231775__CAN_Message_.csv
Processing ../../PandaData/2020_01_31/2020-01-31-14-34-19-260236__CAN_Message_.csv
Processing ../../PandaData/2020_01_31/2020-01-31-13-32-21-095826__CAN_Message_.csv
Processing ../../PandaData/2020_01_31/2020-01-31-13-58-22-151756__CAN_Message_.csv
Processing ../../PandaData/2020_01_31/2020-01-31-13-35-25-352395__CAN_Message_.csv
Processing ../../PandaData/2020_07_29/2020-07-29-18-37-24_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_07_29/2020-07-29-18-22-32_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_03_16/2020-03-16-15-29-20_CAN_Messages.csv
Processing ../../PandaData/2020_06_02/2020-06-02-15-19-49_2T3MWRFVXLW056972_CAN_Messages.csv
Processing ../../PandaData/2020_06_02/2020-06-02-08-07-30_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_06_02/2020-06-02-08-50-57_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_09_04/2020-09-04-10-06-32_2T3Y1RFV8KC014025_CAN_Messages.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2020_09_04/2020-09-04-10-39-36_2T3Y1RFV8KC014025_CAN_Messages.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2020_09_04/2020-09-04-10-07-55_2T3Y1RFV8KC014025_CAN_Messages.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2020_04_03/2020-04-03-16-56-30_CAN_Messages.csv
Processing ../../PandaData/2020_04_03/2020-04-03-17-04-00_CAN_Messages.csv
Processing ../../PandaData/2019-10-24/8d916364-c0bc-4b69-8e00-3b23b59992941571959865.236946CAN_Message.csv
Processing ../../PandaData/2019-10-24/7718032c-08f1-459f-96ff-f26111100de6CAN_Message.csv
Processing ../../PandaData/2019-10-24/fef25fc0-69fe-4fe4-b240-50d089fbf470CAN_Message.csv
Processing ../../PandaData/2019-10-24/8a4a5832-1e93-4469-9c46-784f5f6fc2cd1571959888.2113855CAN_Message.csv
Processing ../../PandaData/2019-10-24/ea89c106-3fb6-4291-8f99-f3d6b621e230CAN_Message.csv
Processing ../../PandaData/2020_08_15/2020-08-15-08-29-45_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_08_15/2020-08-15-19-39-23_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_15/2020-08-15-08-38-15_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_15/2020-08-15-19-10-19_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_09_01/2020-09-01-15-36-31_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_09_01/2020-09-01-16-03-28_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_09_01/2020-09-01-13-15-33_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_02_17/2020-02-17-08-48-37-911165__CAN_Message.csv
Processing ../../PandaData/2020_02_17/2020-02-17-12-38-21-095572__CAN_Messages.csv
Processing ../../PandaData/2020_02_17/2020-02-17-12-37-36-342603__CAN_Messages.csv
Processing ../../PandaData/2020_02_17/2020-02-17-11-50-57-809412__CAN_Messages.csv
Processing ../../PandaData/2020_04_15/2020-04-15-05-12-00_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_04_15/2020-04-15-09-08-30_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_03_06/2020-03-06-11-07-04_CAN_DATA.csv
Processing ../../PandaData/2020_03_06/2020-03-06-11-48-54-091171__CAN_Messages.csv
Processing ../../PandaData/2020_03_06/2020-03-06-11-41-20_CAN_Messages.csv
Processing ../../PandaData/2020_03_06/2020-03-06-09-18-08-992269__CAN_Messages.csv
Processing ../../PandaData/2020_03_06/2020-03-06-11-19-03-431376__CAN_Messages.csv
Processing ../../PandaData/2020_03_06/2020-03-06-11-51-50-261530__CAN_Messages.csv
Processing ../../PandaData/2020_03_06/2020-03-06-11-50-11_CAN_Messages.csv
Processing ../../PandaData/2020_03_06/2020-03-06-11-41-17_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_03_06/2020-03-06-11-40-27_CAN_DATA.csv
Processing ../../PandaData/2020_03_06/2020-03-06-11-51-28_CAN_Messages.csv
Processing ../../PandaData/2020_03_06/2020-03-06-11-06-34_CAN_DATA.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_03_06/2020-03-06-16-01-41_CAN_Messages.csv
Processing ../../PandaData/2020_05_20/2020-05-20-17-02-19_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_20/2020-05-20-11-08-30_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_20/2020-05-20-11-40-18_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_05_20/2020-05-20-17-26-49_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_07_21/2020-07-21-15-53-00_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_07_21/2020-07-21-14-33-23_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_07_21/2020-07-21-14-58-24_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_07_21/2020-07-21-14-04-34_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_07_21/2020-07-21-15-30-09_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_04_21/2020-04-21-17-45-32_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_04_21/2020-04-21-17-25-00_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_02_07/2020-02-07-15-11-56-719248__CAN_Message.csv
Processing ../../PandaData/2020_02_07/2020-02-07-15-09-56-441828__CAN_Message.csv
Processing ../../PandaData/2020_02_07/2020-02-07-16-03-28-581538__CAN_Message.csv
Processing ../../PandaData/2020_02_07/2020-02-07-15-52-37-637237__CAN_Message.csv
Processing ../../PandaData/2020_02_07/2020-02-07-15-53-47-320617__CAN_Message.csv
Processing ../../PandaData/2020_02_07/2020-02-07-15-15-53-134686__CAN_Message.csv
Processing ../../PandaData/2020_02_07/2020-02-07-16-03-41-615537__CAN_Message.csv
Processing ../../PandaData/2020_02_07/2020-02-07-15-31-57-259459__CAN_Message.csv
Processing ../../PandaData/2020_02_07/2020-02-07-15-12-31-264297__CAN_Message.csv
Processing ../../PandaData/2020_02_07/2020-02-07-15-52-09-393172__CAN_Message.csv
Processing ../../PandaData/2020_02_07/2020-02-07-15-29-43-728684__CAN_Message.csv
Processing ../../PandaData/2020_02_07/2020-02-07-15-11-34-986235__CAN_Message.csv
Processing ../../PandaData/2020_02_07/2020-02-07-15-14-30-872714__CAN_Message.csv
Processing ../../PandaData/2020_02_07/2020-02-07-15-05-43-154263__CAN_Message.csv
Processing ../../PandaData/2020_08_18/2020-08-18-15-42-24_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_18/2020-08-18-11-09-01_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_08_18/2020-08-18-17-05-35_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_18/2020-08-18-14-46-25_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_03_04/2020-03-04-12-28-06-420320__CAN_Messages_CATVEHICLE_Py.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2020_03_04/2020-03-04-12-56-46-743471__CAN_Messages_CATVEHICLE_Py.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2020_03_04/2020-03-04-12-10-46-458799__CAN_Messages_CATVEHICLE_Py.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2020_08_14/2020-08-14-07-45-19_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_14/2020-08-14-11-50-13_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_08_14/2020-08-14-09-27-19_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_08_24/2020-08-24-10-39-25_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_24/2020-08-24-12-26-12_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_01/2020-08-01-08-40-25_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_08_01/2020-08-01-14-18-24_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_02_12/2020-02-12-14-21-48-643933__CAN_Message.csv
Processing ../../PandaData/2020_02_12/2020-02-12-17-00-57-122424__CAN_Message.csv
Processing ../../PandaData/2020_02_12/2020-02-12-19-37-41-768234__CAN_Message.csv
Processing ../../PandaData/2020_02_12/2020-02-12-12-42-48-573274__CAN_Message.csv
Processing ../../PandaData/2020_08_04/2020-08-04-14-39-04_2T3Y1RFV8KC014025_CAN_Messages.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2020_02_03/2020-02-03-14-33-56-837983__CAN_Message_.csv
Processing ../../PandaData/2020_02_03/2020-02-03-14-57-56-944263__CAN_Message_.csv
Processing ../../PandaData/2020_02_03/2020-02-03-14-35-36-256408__CAN_Message_.csv
Processing ../../PandaData/2020_02_03/2020-02-03-14-40-32-243617__CAN_Message_.csv
Processing ../../PandaData/2020_02_03/2020-02-03-14-25-28-181662__CAN_Message_.csv
Processing ../../PandaData/2020_02_03/2020-02-03-14-39-15-467899__CAN_Message_.csv
Processing ../../PandaData/2020_02_03/2020-02-03-14-34-57-536765__CAN_Message_.csv
Processing ../../PandaData/2020_02_03/2020-02-03-14-29-51-498988__CAN_Message_.csv
Processing ../../PandaData/2020_02_03/2020-02-03-14-57-01-431634__CAN_Message_.csv
Processing ../../PandaData/2020_02_03/2020-02-03-14-58-27-053566__CAN_Message_.csv
Processing ../../PandaData/2020_02_03/2020-02-03-14-31-11-510096__CAN_Message_.csv
Processing ../../PandaData/2020_02_03/2020-02-03-14-37-52-099866__CAN_Message_.csv
Processing ../../PandaData/2020_02_03/2020-02-03-14-33-39-543079__CAN_Message_.csv
Processing ../../PandaData/2020_02_03/2020-02-03-14-40-56-288660__CAN_Message_.csv
Processing ../../PandaData/2020_02_03/2020-02-03-14-28-25-843780__CAN_Message_.csv
Processing ../../PandaData/2020_02_03/2020-02-03-14-26-47-627201__CAN_Message_.csv
Processing ../../PandaData/2020_02_03/2020-02-03-14-36-26-038608__CAN_Message_.csv
Processing ../../PandaData/2020_02_03/2020-02-03-14-33-10-461650__CAN_Message_.csv
Processing ../../PandaData/2020_02_03/2020-02-03-14-42-08-176663__CAN_Message_.csv
Processing ../../PandaData/2020_03_30/2020-03-30-11-54-17_CAN_Messages.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2020_03_30/2020-03-30-16-04-10_CAN_Messages.csv
Processing ../../PandaData/2020_03_30/2020-03-30-20-35-48_CAN_Messages.csv
Processing ../../PandaData/2020_03_30/2020-03-30-11-54-17_HondaPilot_CAN_Messages.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/2020_03_05/2020-03-05-08-23-30-382135__CAN_Messages.csv
Processing ../../PandaData/2020_03_05/2020-03-05-13-21-29-803650__CAN_Messages.csv
Processing ../../PandaData/2020_03_05/2020-03-05-08-42-39-921531__CAN_Messages.csv
Processing ../../PandaData/2020_03_05/2020-03-05-09-09-59-241536__CAN_Messages.csv
Processing ../../PandaData/2020_03_05/2020-03-05-13-00-56-941071__CAN_Messages.csv
CSVfile is empty.
Processing ../../PandaData/2020_03_05/2020-03-05-13-59-18-553197__CAN_Messages.csv
Processing ../../PandaData/2020_03_05/2020-03-05-10-11-35-602492__CAN_Messages.csv
Processing ../../PandaData/2020_03_05/2020-03-05-09-21-37-022653__CAN_Messages.csv
Processing ../../PandaData/2018_01_28/2018-01-28-09-58-27_2T3MWRFVXLW056972_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2018_01_28/2018-01-28-08-58-28_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2018_01_28/2018-01-28-09-58-27_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2018_01_28/2018-01-28-09-58-28_2T3MWRFVXLW056972_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2018_01_28/2018-01-28-08-58-29__CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2018_01_28/2018-01-28-08-58-27_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2018_01_28/2018-01-28-08-58-26__CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2018_01_28/2018-01-28-08-58-26_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_01_30  - Sprinkles drive/2020-01-27-16-13-13-149841__CAN_Message_Rav4.csv
Processing ../../PandaData/2020_01_30  - Sprinkles drive/2020-01-30-09-06-58-721293__CAN_Message_Rav4.csv
Processing ../../PandaData/2020_01_30  - Sprinkles drive/2020-01-30-16-26-38-726177__CAN_Message_Rav4.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_01_30  - Sprinkles drive/2020-01-30-09-42-19-693772__CAN_Message_Rav4.csv
Processing ../../PandaData/2020_01_30  - Sprinkles drive/2020-01-27-18-24-06-685660__CAN_Message_Rav4.csv
Processing ../../PandaData/2020_01_30  - Sprinkles drive/2020-01-27-15-22-02-866217__CAN_Message_Rav4.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_01_30  - Sprinkles drive/2020-01-30-17-43-56-100587__CAN_Message_Rav4.csv
Processing ../../PandaData/2020_01_30  - Sprinkles drive/2020-01-27-15-50-57-122107__CAN_Message_Rav4.csv
Processing ../../PandaData/2020_01_30  - Sprinkles drive/2020-01-27-15-59-51-969134__CAN_Message_Rav4.csv
Processing ../../PandaData/2020_01_30  - Sprinkles drive/2020-01-30-08-58-59-300127__CAN_Message_Rav4.csv
Processing ../../PandaData/2020_01_30  - Sprinkles drive/2020-01-31-08-08-51-638692__CAN_Message_Rav4.csv
Processing ../../PandaData/2020_01_30  - Sprinkles drive/2020-01-27-15-22-21-800723__CAN_Message_Rav4.csv
Processing ../../PandaData/2020_01_30  - Sprinkles drive/2020-01-30-16-26-53-848341__CAN_Message_Rav4.csv
Processing ../../PandaData/2020_04_19/2020-04-19-12-02-08_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_04_19/2020-04-19-11-27-57_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_03_20/2020-03-20-12-36-18_CAN_Messages.csv
Processing ../../PandaData/2020_03_20/2020-03-20-12-11-24_CAN_Messages.csv
Processing ../../PandaData/2020_03_20/2020-03-20-11-53-54_CAN_Messages.csv
Processing ../../PandaData/2020_03_20/2020-03-20-12-59-24_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/0000_00_00/CAN_Data_Giraffe_2.csv
Unable to process  ../../PandaData/0000_00_00/CAN_Data_Giraffe_2.csv , exception= (<class 'ValueError'>, ValueError('non-hexadecimal number found in fromhex() arg at position 1'), <traceback object at 0x7f8e4fc78320>)
Processing ../../PandaData/0000_00_00/2018-01-28-09-00-07-789629__CAN_Message.csv
Processing ../../PandaData/0000_00_00/2018-01-28-09-08-50-921219__CAN_Message.csv
Processing ../../PandaData/0000_00_00/CAN_Data_2.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/0000_00_00/CAN_Data_Giraffe.csv
Processing ../../PandaData/0000_00_00/2018-01-28-09-07-22-781083__CAN_Message.csv
Processing ../../PandaData/0000_00_00/2018-01-28-09-00-52-647461__CAN_Message.csv
Processing ../../PandaData/0000_00_00/2018-01-28-09-02-55-225012__CAN_Message.csv
Processing ../../PandaData/0000_00_00/CAN_Data.csv
warning: dataframe empty. no message in dataframe.
Processing ../../PandaData/0000_00_00/CAN_Data_Giraffe_3.csv
Processing ../../PandaData/2020_05_13/2020-05-13-11-56-55_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_13/2020-05-13-13-26-33_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_13/2020-05-13-12-05-07_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_07_26/2020-07-26-18-54-32_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_07_26/2020-07-26-16-35-44_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_03_02/2020-03-02-12-54-30-482889__CAN_Messages.csv
Processing ../../PandaData/2020_03_18/2020-03-18-14-52-30_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_03_18/2020-03-18-10-17-18_CAN_Messages.csv
Processing ../../PandaData/2020_03_24/2020-03-24-09-03-10_CAN_Messages.csv
Processing ../../PandaData/2020_03_24/2020-03-24-16-42-54_CAN_Messages.csv
Processing ../../PandaData/2020_05_26/2020-05-26-12-57-48_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_26/2020-05-26-14-04-19_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_26/2020-05-26-13-39-23_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_09/2020-08-09-09-18-23_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_09/2020-08-09-09-31-33_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_16/2020-08-16-09-05-14_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_16/2020-08-16-09-21-52_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_02_10/2018-01-28-09-00-07-789629__CAN_Message.csv
Processing ../../PandaData/2020_02_10/2018-01-28-09-08-50-921219__CAN_Message.csv
Processing ../../PandaData/2020_02_10/2018-01-28-09-07-22-781083__CAN_Message.csv
Processing ../../PandaData/2020_02_10/2018-01-28-09-00-52-647461__CAN_Message.csv
Processing ../../PandaData/2020_02_10/2018-01-28-09-02-55-225012__CAN_Message.csv
Processing ../../PandaData/2020_08_17/2020-08-17-15-43-47_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_17/2020-08-17-15-46-51_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_17/2020-08-17-14-24-41_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_08_17/2020-08-17-15-35-31_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_17/2020-08-17-15-24-47_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_17/2020-08-17-15-07-40_2T3Y1RFV8KC014025_CAN_Messages.csv
CSVfile is empty.
Processing ../../PandaData/2020_08_17/2020-08-17-15-08-37_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_17/2020-08-17-15-50-09_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_08_17/2020-08-17-14-19-58_2T3Y1RFV8KC014025_CAN_Messages.csv
No data was present in the csvfile or pandas dataframe supplied is empty. Unable to perform further operation
Processing ../../PandaData/2020_05_06/2020-05-06-05-02-00_2T3Y1RFV8KC014025_CAN_Messages.csv
Processing ../../PandaData/2020_05_06/2020-05-06-09-49-48_2T3Y1RFV8KC014025_CAN_Messages.csv
[{'filepath': '../../PandaData/2020_02_13/2020-02-13-08-29-09-380270__CAN_Message.csv', 'filename': '2020-02-13-08-29-09-380270__CAN_Message.csv', 'distance_km': 44.53907478853597, 'distance_miles': 27.614226368892304, 'duration_s': 3586.3246154785156, 'date': 'Thu Feb 13 15:29:09 2020 GMT'}, {'filepath': '../../PandaData/2020_02_13/2020-02-13-15-37-19-262923__CAN_Message.csv', 'filename': '2020-02-13-15-37-19-262923__CAN_Message.csv', 'distance_km': 2.076620222184724, 'distance_miles': 1.2875045377545289, 'duration_s': 603.9240891933441, 'date': 'Thu Feb 13 22:37:19 2020 GMT'}, {'filepath': '../../PandaData/2020_05_29/2020-05-29-18-25-00_2T3Y1RFV8KC014025_CAN_Messages.csv', 'filename': '2020-05-29-18-25-00_2T3Y1RFV8KC014025_CAN_Messages.csv', 'distance_km': 0.6349699346578783, 'distance_miles': 0.3936813594878846, 'duration_s': 153.43460321426392, 'date': 'Sat May 30 01:25:00 2020 GMT'}, {'filepath': '../../PandaData/2020_05_29/2020-05-29-16-38-45_2T3Y1RFV8KC014025_CAN_Messages.csv', 'filename': '2020-05-29-16-38-45_2T3Y1RFV8KC014025_CAN_Messages.csv', 'distance_km': 14.758480817662678, 'distance_miles': 9.150258106950862, 'duration_s': 1255.6412799358368, 'date': 'Fri May 29 16:38:46 2020 GMT'}, {'filepath': '../../PandaData/2020_05_29/2020-05-29-14-22-43_2T3Y1RFV8KC014025_CAN_Messages.csv', 'filename': '2020-05-29-14-22-43_2T3Y1RFV8KC014025_CAN_Messages.csv', 'distance_km': 12.137229800207749, 'distance_miles': 7.525082476128804, 'duration_s': 706.1409368515015, 'date': 'Fri May 29 14:22:44 2020 GMT'}, {'filepath': '../../PandaData/2020_03_15/2020-03-15-17-32-00_CAN_Messages.csv', 'filename': '2020-03-15-17-32-00_CAN_Messages.csv', 'distance_km': 12.84180647501482, 'distance_miles': 7.9619200145091895, 'duration_s': 1005.7964580059052, 'date': 'Mon Mar 16 00:32:01 2020 GMT'}, {'filepath': '../../PandaData/2020_03_15/2020-03-15-15-12-00_CAN_Messages.csv', 'filename': '2020-03-15-15-12-00_CAN_Messages.csv', 'distance_km': 11.872803491587444, 'distance_miles': 7.361138164784215, 'duration_s': 773.1439900398254, 'date': 'Sun Mar 15 22:12:01 2020 GMT'}, {'filepath': '../../PandaData/2020_05_30/2020-05-30-17-24-58_2T3Y1RFV8KC014025_CAN_Messages.csv', 'filename': '2020-05-30-17-24-58_2T3Y1RFV8KC014025_CAN_Messages.csv', 'distance_km': 0.0, 'distance_miles': 0.0, 'duration_s': 10.812265872955322, 'date': 'Sun May 31 00:24:59 2020 GMT'}, {'filepath': '../../PandaData/2020_05_30/2020-05-30-18-06-35_2T3Y1RFV8KC014025_CAN_Messages.csv', 'filename': '2020-05-30-18-06-35_2T3Y1RFV8KC014025_CAN_Messages.csv', 'distance_km': 0.4772804656436046, 'distance_miles': 0.29591388869903484, 'duration_s': 445.40137910842896, 'date': 'Sun May 31 01:06:36 2020 GMT'}, {'filepath': '../../PandaData/2019_11_08/2019-11-08-09-58-45-252022__CAN_Message_Toyotaa_CHR.csv', 'filename': '2019-11-08-09-58-45-252022__CAN_Message_Toyotaa_CHR.csv', 'distance_km': 0.0, 'distance_miles': 0.0, 'duration_s': 50.33808183670044, 'date': 'Fri Nov 08 16:58:45 2019 GMT'}, {'filepath': '../../PandaData/2019_11_08/2019-11-08-10-01-55-076615__CAN_Message_Toyotaa_CHR.csv', 'filename': '2019-11-08-10-01-55-076615__CAN_Message_Toyotaa_CHR.csv', 'distance_km': 0.0, 'distance_miles': 0.0, 'duration_s': 73.67160415649414, 'date': 'Fri Nov 08 17:01:55 2019 GMT'}, {'filepath': '../../PandaData/2019_11_08/2019-11-08-10-00-18-782963__CAN_Message_Toyotaa_CHR.csv', 'filename': '2019-11-08-10-00-18-782963__CAN_Message_Toyotaa_CHR.csv', 'distance_km': 0.0, 'distance_miles': 0.0, 'duration_s': 0.0, 'date': 'Fri Nov 08 17:00:18 2019 GMT'}, {'filepath': '../../PandaData/2019_11_08/2019-11-08-10-04-43-800750__CAN_Message_Toyota_CHR.csv', 'filename': '2019-11-08-10-04-43-800750__CAN_Message_Toyota_CHR.csv', 'distance_km': 0.0, 'distance_miles': 0.0, 'duration_s': 198.0874536037445, 'date': 'Fri Nov 08 17:04:43 2019 GMT'}, {'filepath': '../../PandaData/2019_11_08/2019-11-08-10-10-00-818245__CAN_Message_Toyota_CHR.csv', 'filename': '2019-11-08-10-10-00-818245__CAN_Message_Toyota_CHR.csv', 'distance_km': 0.0, 'distance_miles': 0.0, 'duration_s': 865.6323049068451, 'date': 'Fri Nov 08 17:10:00 2019 GMT'}, {'filepath': '../../PandaData/2019_11_08/2019-11-08-10-03-36-356992__CAN_Message_Toyota_CHR.csv', 'filename': '2019-11-08-10-03-36-356992__CAN_Message_Toyota_CHR.csv', 'distance_km': 0.0, 'distance_miles': 0.0, 'duration_s': 4.533653259277344, 'date': 'Fri Nov 08 17:03:36 2019 GMT'}, {'filepath': '../../PandaData/2019_11_08/2019-11-08-10-08-04-692087__CAN_Message_Toyota_CHR.csv', 'filename': '2019-11-08-10-08-04-692087__CAN_Message_Toyota_CHR.csv', 'distance_km': 0.0, 'distance_miles': 0.0, 'duration_s': 66.94882488250732, 'date': 'Fri Nov 08 17:08:04 2019 GMT'}, {'filepath': '../../PandaData/2019_11_08/2019-11-08-10-03-10-026068__CAN_Message_Toyota_CHR.csv', 'filename': '2019-11-08-10-03-10-026068__CAN_Message_Toyota_CHR.csv', 'distance_km': 0.0, 'distance_miles': 0.0, 'duration_s': 10.1649169921875, 'date': 'Fri Nov 08 17:03:10 2019 GMT'}, {'filepath': '../../PandaData/2019_11_08/2019-11-08-10-00-57-837332__CAN_Message_Toyotaa_CHR.csv', 'filename': '2019-11-08-10-00-57-837332__CAN_Message_Toyotaa_CHR.csv', 'distance_km': 0.0, 'distance_miles': 0.0, 'duration_s': 6.0677711963653564, 'date': 'Fri Nov 08 17:00:57 2019 GMT'}, {'filepath': '../../PandaData/2020_04_05/2020-04-05-13-28-30_CAN_Messages.csv', 'filename': '2020-04-05-13-28-30_CAN_Messages.csv', 'distance_km': 8.775699861178465, 'distance_miles': 5.440933913930648, 'duration_s': 1016.1072947978973, 'date': 'Sun Apr 05 20:28:31 2020 GMT'}, {'filepath': '../../PandaData/2020_04_30/2020-04-30-16-19-07_2T3Y1RFV8KC014025_CAN_Messages.csv', 'filename': '2020-04-30-16-19-07_2T3Y1RFV8KC014025_CAN_Messages.csv', 'distance_km': 9.19564406273663, 'distance_miles': 5.7012993188967105, 'duration_s': 830.1645328998566, 'date': 'Thu Apr 30 23:19:08 2020 GMT'}, {'filepath': '../../PandaData/2020_04_30/2020-04-30-15-09-18_2T3Y1RFV8KC014025_CAN_Messages.csv', 'filename': 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'distance_miles': 11.641050880416374, 'duration_s': 1386.3254098892212, 'date': 'Wed Mar 11 22:20:01 2020 GMT'}, {'filepath': '../../PandaData/2020_03_11/2020-03-11-16-43-24_CAN_Messages.csv', 'filename': '2020-03-11-16-43-24_CAN_Messages.csv', 'distance_km': 3.193798398462269, 'distance_miles': 1.9801550070466067, 'duration_s': 569.1220541000366, 'date': 'Wed Mar 11 23:43:25 2020 GMT'}, {'filepath': '../../PandaData/2020_03_11/2020-03-11-11-24-24_CAN_Messages.csv', 'filename': '2020-03-11-11-24-24_CAN_Messages.csv', 'distance_km': 11.244765595605308, 'distance_miles': 6.971754669275292, 'duration_s': 1146.1233270168304, 'date': 'Wed Mar 11 18:24:25 2020 GMT'}, {'filepath': '../../PandaData/2020_03_11/2020-03-11-12-03-30_CAN_Messages.csv', 'filename': '2020-03-11-12-03-30_CAN_Messages.csv', 'distance_km': 13.14907453297542, 'distance_miles': 8.152426210444762, 'duration_s': 1565.9352929592133, 'date': 'Wed Mar 11 19:03:31 2020 GMT'}, {'filepath': 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'../../PandaData/2020_08_17/2020-08-17-15-43-47_2T3Y1RFV8KC014025_CAN_Messages.csv', 'filename': '2020-08-17-15-43-47_2T3Y1RFV8KC014025_CAN_Messages.csv', 'distance_km': 1.8572267678840295, 'distance_miles': 1.1514805960880983, 'duration_s': 176.45864701271057, 'date': 'Mon Aug 17 22:43:48 2020 GMT'}, {'filepath': '../../PandaData/2020_08_17/2020-08-17-15-46-51_2T3Y1RFV8KC014025_CAN_Messages.csv', 'filename': '2020-08-17-15-46-51_2T3Y1RFV8KC014025_CAN_Messages.csv', 'distance_km': 1.8327714282923275, 'distance_miles': 1.136318285541243, 'duration_s': 187.8905758857727, 'date': 'Mon Aug 17 22:46:52 2020 GMT'}, {'filepath': '../../PandaData/2020_08_17/2020-08-17-15-35-31_2T3Y1RFV8KC014025_CAN_Messages.csv', 'filename': '2020-08-17-15-35-31_2T3Y1RFV8KC014025_CAN_Messages.csv', 'distance_km': 1.845463647328814, 'distance_miles': 1.1441874613438647, 'duration_s': 489.46701407432556, 'date': 'Mon Aug 17 22:35:32 2020 GMT'}, {'filepath': '../../PandaData/2020_08_17/2020-08-17-15-24-47_2T3Y1RFV8KC014025_CAN_Messages.csv', 'filename': '2020-08-17-15-24-47_2T3Y1RFV8KC014025_CAN_Messages.csv', 'distance_km': 6.576871165859699, 'distance_miles': 4.077660122833014, 'duration_s': 634.5993499755859, 'date': 'Mon Aug 17 22:24:48 2020 GMT'}, {'filepath': '../../PandaData/2020_08_17/2020-08-17-15-08-37_2T3Y1RFV8KC014025_CAN_Messages.csv', 'filename': '2020-08-17-15-08-37_2T3Y1RFV8KC014025_CAN_Messages.csv', 'distance_km': 1.928548341038823, 'distance_miles': 1.1956999714440704, 'duration_s': 150.7364239692688, 'date': 'Mon Aug 17 22:08:38 2020 GMT'}, {'filepath': '../../PandaData/2020_08_17/2020-08-17-15-50-09_2T3Y1RFV8KC014025_CAN_Messages.csv', 'filename': '2020-08-17-15-50-09_2T3Y1RFV8KC014025_CAN_Messages.csv', 'distance_km': 14.274871434690224, 'distance_miles': 8.85042028950794, 'duration_s': 1131.894488811493, 'date': 'Mon Aug 17 22:50:09 2020 GMT'}, {'filepath': '../../PandaData/2020_05_06/2020-05-06-05-02-00_2T3Y1RFV8KC014025_CAN_Messages.csv', 'filename': '2020-05-06-05-02-00_2T3Y1RFV8KC014025_CAN_Messages.csv', 'distance_km': 18.071891330077253, 'distance_miles': 11.204572624647898, 'duration_s': 1549.7430019378662, 'date': 'Wed May 06 12:02:01 2020 GMT'}, {'filepath': '../../PandaData/2020_05_06/2020-05-06-09-49-48_2T3Y1RFV8KC014025_CAN_Messages.csv', 'filename': '2020-05-06-09-49-48_2T3Y1RFV8KC014025_CAN_Messages.csv', 'distance_km': 42.00966843347946, 'distance_miles': 26.04599442875727, 'duration_s': 3018.1398978233337, 'date': 'Wed May 06 16:49:49 2020 GMT'}]

Now lets look at the total miles drive

# how did we do?
dist=0
for d in metadata:
    dist = dist + d['distance_miles']
print(dist)

1522.2737081602304

metadata

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  'filename': '2019-10-25-13-51-36-833648_a4f27f0c-36b0-4abe-beed-3d548605c439_CAN_Message_Rav4.csv',
  'distance_km': 0.0,
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  'date': 'Fri Oct 25 20:57:22 2019 UTC'},
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 {'filepath': '/Users/sprinkle/work/data/cyverse/rahulbhadani/JmscslgroupData/PandaData/2019_10_25/2019-10-25-12-31-39-279380_f451a383-56f8-4792-8756-e8be378580d7_CAN_Message_Rav4.csv',
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 {'filepath': '/Users/sprinkle/work/data/cyverse/rahulbhadani/JmscslgroupData/PandaData/2020_03_12/2020-03-12-16-36-00_CAN_Messages.csv',
  'filename': '2020-03-12-16-36-00_CAN_Messages.csv',
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  'filename': '2020-02-12-14-21-48-643933__CAN_Message.csv',
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import json
import os
import datetime
# eventually do everything, but for now just one file
for drive_i in metadata:
    # drive_i = metadata[215]
    drive_i["metadata_date"] = datetime.datetime.now().astimezone().strftime('%a %b %d %H:%M:%S %Y %Z')
    # find the name attached to this filename
    file_path = os.path.splitext(drive_i["filepath"])[0]
    index = file_path.find("CAN")
    json_filename = f'{file_path[0:index]}_metadata.json'

    #json_filename = f'{}.json'
    print(json_filename)
    ## json_basename = os.path.basename(drive_i['filename'])
    with open(json_filename,'w') as outfile:
        json.dump(drive_i,outfile,indent=4)

../../PandaData/2020_02_13/2020-02-13-08-29-09-380270___metadata.json
../../PandaData/2020_02_13/2020-02-13-15-37-19-262923___metadata.json
../../PandaData/2020_05_29/2020-05-29-18-25-00_2T3Y1RFV8KC014025__metadata.json
../../PandaData/2020_05_29/2020-05-29-16-38-45_2T3Y1RFV8KC014025__metadata.json
../../PandaData/2020_05_29/2020-05-29-14-22-43_2T3Y1RFV8KC014025__metadata.json
../../PandaData/2020_03_15/2020-03-15-17-32-00__metadata.json
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../../PandaData/2020_05_30/2020-05-30-17-24-58_2T3Y1RFV8KC014025__metadata.json
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../../PandaData/2019_11_08/2019-11-08-09-58-45-252022___metadata.json
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../../PandaData/2019_11_08/2019-11-08-10-00-18-782963___metadata.json
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../../PandaData/2019_11_08/2019-11-08-10-08-04-692087___metadata.json
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../../PandaData/2020_05_21/2020-05-21-18-09-28_2T3Y1RFV8KC014025__metadata.json
../../PandaData/2020_04_01/2020-04-01-09-49-30__metadata.json
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