Turn decoded (text) Zero log file contents into various usable data formats
Run git clone https://github.com/zero-motorcycle-community/zero-log-data-extractor
- Install python 3 to run this script.
- Only python 3 standard libraries are required, so there is no additional requirement.
Run the script from a command line or other script management tool.
usage: extract_ride_data.py [-h] [--format {csv,tsv,json,all}] [--verbose]
[--omit-units] [--outfile OUTFILE]
logfile
positional arguments:
logfile the parsed log file to process
optional arguments:
-h, --help show this help message and exit
--format {csv,tsv,json,all}
the output format desired
--verbose, -v show more processing details
--omit-units omit units from the data values
--outfile OUTFILE the name of output file to emit
Run (say) ./extract_ride_data.py --format csv --outfile output.csv ~/Zero/Data/logs/my_logfile.txt
Yields output like:
entry,segment_id,segment_activity,timestamp,component,event_type,event_level,event,vmod,maxsys,minsys,diff,vcap,prechg,Module,PackTemp (h),PackTemp (l),PackSOC,Vpack,MotAmps,BattAmps,Mods,MotTemp,CtrlTemp,AmbTemp,MotRPM,Odo,MinCell,MaxPackTemp,MbbChgEn,BmsChgEn,batt curr,Reset,serial,ImpedanceKOhms,Cell,PV,Allowed diff,pack cap,PackTemp h,l,lcell,Max charge,max discharge,Code,Error Reg,Error Code,Data,Bmvolts,Cmvolts,Amps,RPM,CapV
1,0,STOPPED,2018-05-13 10:06:43,Controller,,DEBUG,Sevcon Contactor Drive ON.,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
2,1,STARTED,2018-05-13 10:06:43,Battery,,,Module Closing Contactor,93.175,93.197,93.197,0.000,86.750,93%,00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
3,2,STARTED,2018-05-13 10:06:43,Battery,,,Module Closing Contactor,93.175,93.197,93.197,0.000,86.750,93%,00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4,2,STARTED,2018-05-13 10:06:43,Battery,,DEBUG,Module Contactor is now Closed,,,,,,,00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
5,2,STARTED,2018-05-13 10:06:43,External Charger,ENABLING,INFO,Enabling External Chg 0 Charger 2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
6,2,STARTED,2018-05-13 10:10:25,External Charger,DISCONNECTED,,External Chg 0 Charger 2 Disconnected,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
7,2,STARTED,2018-05-13 10:10:25,Battery,,DEBUG,Module scheme changed from Charging mode to Stopped mode,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
8,2,STARTED,2018-05-13 10:10:25,Battery,,DEBUG,Module mode Change Does Not Require Disconnect,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
9,2,STARTED,2018-05-13 10:10:32,Battery,,DEBUG,Module scheme changed from Stopped mode to Running mode,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
10,2,STARTED,2018-05-13 10:10:32,Battery,,DEBUG,Module mode Change Does Not Require Disconnect,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
11,3,RIDING,2018-05-13 10:10:35,MBB,RIDING,,Riding,,,,,,,,37,36,9%,93.271,108,1,10,43,23,18,0,46213km,,,,,,,,,,,,,,,,,,,,,,,,,,
12,3,RIDING,2018-05-13 10:10:35,MBB,LIMIT,,Batt Dischg Cur Limited,,,,,,,,,,15.217391304347826%,,,105,,,,,,,3.28,37,,,,,,,,,,,,,,,,,,,,,,,,
13,3,RIDING,2018-05-13 10:10:42,Battery,,DEBUG,Module scheme changed from Running mode to Stopped mode,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
14,3,RIDING,2018-05-13 10:10:42,Battery,,DEBUG,Module mode Change Does Not Require Disconnect,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
15,3,RIDING,2018-05-13 10:11:04,External Charger,CONNECTED,,External Chg 0 Charger 2 Connected,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
16,4,CHARGING,2018-05-13 10:11:04,Battery,CHARGING,DEBUG,Module scheme changed from Stopped mode to Charging mode,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
17,4,CHARGING,2018-05-13 10:11:04,Battery,,DEBUG,Module mode Change Does Not Require Disconnect,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
18,4,CHARGING,2018-05-13 10:11:04,External Charger,DISABLING,INFO,Disabling External Chg 0 Charger 2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
19,4,CHARGING,2018-05-13 10:11:05,External Charger,ENABLING,INFO,Enabling External Chg 0 Charger 2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
20,4,CHARGING,2018-05-13 10:11:15,MBB,CHARGING,,Charging,,,,,,,,37,36,9%,94.750,,-63,01,,,18,,,,,Yes,No,,,,,,,,,,,,,,,,,,,,,,
21,4,CHARGING,2018-05-13 10:11:55,MBB,OFF,,Key Off,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
22,4,CHARGING,2018-05-13 10:21:15,MBB,CHARGING,,Charging,,,,,,,,37,36,21%,101.313,,-86,01,,,19,,,,,Yes,No,,,,,,,,,,,,,,,,,,,,,,
23,4,CHARGING,2018-05-13 10:31:15,MBB,CHARGING,,Charging,,,,,,,,38,37,32%,103.378,,-86,01,,,20,,,,,Yes,No,,,,,,,,,,,,,,,,,,,,,,
24,4,CHARGING,2018-05-13 10:41:15,MBB,CHARGING,,Charging,,,,,,,,39,38,44%,104.692,,-83,01,,,20,,,,,Yes,No,,,,,,,,,,,,,,,,,,,,,,
25,4,CHARGING,2018-05-13 10:51:15,MBB,CHARGING,,Charging,,,,,,,,42,40,55%,107.101,,-82,01,,,21,,,,,Yes,No,,,,,,,,,,,,,,,,,,,,,,
26,4,CHARGING,2018-05-13 11:01:15,MBB,CHARGING,,Charging,,,,,,,,44,43,66%,110.499,,-78,01,,,22,,,,,Yes,No,,,,,,,,,,,,,,,,,,,,,,
27,4,CHARGING,2018-05-13 11:09:02,MBB,ON,,Key On,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
28,4,CHARGING,2018-05-13 11:11:15,MBB,CHARGING,,Charging,,,,,,,,45,45,77%,114.291,,-75,01,,,22,,,,,Yes,No,,,,,,,,,,,,,,,,,,,,,,
29,4,CHARGING,2018-05-13 11:15:05,External Charger,DISCONNECTED,,External Chg 0 Charger 2 Disconnected,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
30,4,CHARGING,2018-05-13 11:15:05,Battery,,DEBUG,Module scheme changed from Charging mode to Stopped mode,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
31,4,CHARGING,2018-05-13 11:15:05,Battery,,DEBUG,Module mode Change Does Not Require Disconnect,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
32,4,CHARGING,2018-05-13 11:15:15,MBB,,,Disarmed,,,,,,,,45,45,80%,114.333,0,0,01,29,20,22,0,46213km,,,,,,,,,,,,,,,,,,,,,,,,,,
33,4,CHARGING,2018-05-13 11:15:15,Battery,,DEBUG,Module scheme changed from Stopped mode to Running mode,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,And in JSON:
{
"header": {
"source": "MBB",
"title": "Zero MBB log",
"num_entries": 8397,
"num_entries_expected": 8397,
"mbb": {
"serial_no": "2015_mbb_48e0f7_00720",
"vin": "538SD9Z37GCGxxxxx",
"firmware_rev": "51",
"board_rev": "3",
"model": "DSR"
},
"model": {
"manufacturer": "Zero Motorcycles",
"plant_location": "Santa Cruz, CA",
"year": 2016,
"platform": "SDS",
"model": "DSR",
"motor": {
"power": "16kW",
"size": "75-7R"
},
"pack_capacity": "13.0"
}
},
"entries": [
{
"entry": 1,
"segment_id": 0,
"segment_activity": "STOPPED",
"timestamp": "2018-05-13 10:06:43",
"component": "Controller",
"event_type": "",
"event_level": "DEBUG",
"event": "Sevcon Contactor Drive ON.",
"conditions": {}
},
{
"entry": 2,
"segment_id": 1,
"segment_activity": "STARTED",
"timestamp": "2018-05-13 10:06:43",
"component": "Battery",
"event_type": "",
"event_level": "",
"event": "Module Closing Contactor",
"conditions": {
"vmod": "93.175V",
"maxsys": "93.197V",
"minsys": "93.197V",
"diff": "0.000V",
"vcap": "86.750V",
"prechg": "93%",
"Module": "00"
}
},
{
"entry": 3,
"segment_id": 2,
"segment_activity": "STARTED",
"timestamp": "2018-05-13 10:06:43",
"component": "Battery",
"event_type": "",
"event_level": "",
"event": "Module Closing Contactor",
"conditions": {
"vmod": "93.175V",
"maxsys": "93.197V",
"minsys": "93.197V",
"diff": "0.000V",
"vcap": "86.750V",
"prechg": "93%",
"Module": "00"
}
},
{
"entry": 4,
"segment_id": 2,
"segment_activity": "STARTED",
"timestamp": "2018-05-13 10:06:43",
"component": "Battery",
"event_type": "",
"event_level": "DEBUG",
"event": "Module Contactor is now Closed",
"conditions": {
"Module": "00"
}
},
{
"entry": 5,
"segment_id": 2,
"segment_activity": "STARTED",
"timestamp": "2018-05-13 10:06:43",
"component": "External Charger",
"event_type": "ENABLING",
"event_level": "INFO",
"event": "Enabling External Chg 0 Charger 2",
"conditions": {}
},
{
"entry": 6,
"segment_id": 2,
"segment_activity": "STARTED",
"timestamp": "2018-05-13 10:10:25",
"component": "External Charger",
"event_type": "DISCONNECTED",
"event_level": "",
"event": "External Chg 0 Charger 2 Disconnected",
"conditions": {}
},
{
"entry": 7,
"segment_id": 2,
"segment_activity": "STARTED",
"timestamp": "2018-05-13 10:10:25",
"component": "Battery",
"event_type": "",
"event_level": "DEBUG",
"event": "Module scheme changed from Charging mode to Stopped mode",
"conditions": {}
},
{
"entry": 8,
"segment_id": 2,
"segment_activity": "STARTED",
"timestamp": "2018-05-13 10:10:25",
"component": "Battery",
"event_type": "",
"event_level": "DEBUG",
"event": "Module mode Change Does Not Require Disconnect",
"conditions": {}
},
{
"entry": 9,
"segment_id": 2,
"segment_activity": "STARTED",
"timestamp": "2018-05-13 10:10:32",
"component": "Battery",
"event_type": "",
"event_level": "DEBUG",
"event": "Module scheme changed from Stopped mode to Running mode",
"conditions": {}
},
{
"entry": 10,
"segment_id": 2,
"segment_activity": "STARTED",
"timestamp": "2018-05-13 10:10:32",
"component": "Battery",
"event_type": "",
"event_level": "DEBUG",
"event": "Module mode Change Does Not Require Disconnect",
"conditions": {}
},
{
"entry": 11,
"segment_id": 3,
"segment_activity": "RIDING",
"timestamp": "2018-05-13 10:10:35",
"component": "MBB",
"event_type": "RIDING",
"event_level": "",
"event": "Riding",
"conditions": {
"PackTemp (h)": "37C",
"PackTemp (l)": "36C",
"PackSOC": "9%",
"Vpack": "93.271V",
"MotAmps": "108",
"BattAmps": "1",
"Mods": "10",
"MotTemp": "43C",
"CtrlTemp": "23C",
"AmbTemp": "18C",
"MotRPM": "0",
"Odo": "46213km"
}
},
{
"entry": 12,
"segment_id": 3,
"segment_activity": "RIDING",
"timestamp": "2018-05-13 10:10:35",
"component": "MBB",
"event_type": "LIMIT",
"event_level": "",
"event": "Batt Dischg Cur Limited",
"conditions": {
"MinCell": "3280mV",
"MaxPackTemp": "37C",
"BattAmps": "105",
"PackSOC": "15.217391304347826%"
}
},
{
"entry": 13,
"segment_id": 3,
"segment_activity": "RIDING",
"timestamp": "2018-05-13 10:10:42",
"component": "Battery",
"event_type": "",
"event_level": "DEBUG",
"event": "Module scheme changed from Running mode to Stopped mode",
"conditions": {}
},
{
"entry": 14,
"segment_id": 3,
"segment_activity": "RIDING",
"timestamp": "2018-05-13 10:10:42",
"component": "Battery",
"event_type": "",
"event_level": "DEBUG",
"event": "Module mode Change Does Not Require Disconnect",
"conditions": {}
},
{
"entry": 15,
"segment_id": 3,
"segment_activity": "RIDING",
"timestamp": "2018-05-13 10:11:04",
"component": "External Charger",
"event_type": "CONNECTED",
"event_level": "",
"event": "External Chg 0 Charger 2 Connected",
"conditions": {}
},
{
"entry": 16,
"segment_id": 4,
"segment_activity": "CHARGING",
"timestamp": "2018-05-13 10:11:04",
"component": "Battery",
"event_type": "CHARGING",
"event_level": "DEBUG",
"event": "Module scheme changed from Stopped mode to Charging mode",
"conditions": {}
},
{
"entry": 17,
"segment_id": 4,
"segment_activity": "CHARGING",
"timestamp": "2018-05-13 10:11:04",
"component": "Battery",
"event_type": "",
"event_level": "DEBUG",
"event": "Module mode Change Does Not Require Disconnect",
"conditions": {}
},
{
"entry": 18,
"segment_id": 4,
"segment_activity": "CHARGING",
"timestamp": "2018-05-13 10:11:04",
"component": "External Charger",
"event_type": "DISABLING",
"event_level": "INFO",
"event": "Disabling External Chg 0 Charger 2",
"conditions": {}
},
{
"entry": 19,
"segment_id": 4,
"segment_activity": "CHARGING",
"timestamp": "2018-05-13 10:11:05",
"component": "External Charger",
"event_type": "ENABLING",
"event_level": "INFO",
"event": "Enabling External Chg 0 Charger 2",
"conditions": {}
},
{
"entry": 20,
"segment_id": 4,
"segment_activity": "CHARGING",
"timestamp": "2018-05-13 10:11:15",
"component": "MBB",
"event_type": "CHARGING",
"event_level": "",
"event": "Charging",
"conditions": {
"PackTemp (h)": "37C",
"PackTemp (l)": "36C",
"AmbTemp": "18C",
"PackSOC": "9%",
"Vpack": "94.750V",
"BattAmps": "-63",
"Mods": "01",
"MbbChgEn": "Yes",
"BmsChgEn": "No"
}
},
{
"entry": 21,
"segment_id": 4,
"segment_activity": "CHARGING",
"timestamp": "2018-05-13 10:11:55",
"component": "MBB",
"event_type": "OFF",
"event_level": "",
"event": "Key Off",
"conditions": {}
},
{
"entry": 22,
"segment_id": 4,
"segment_activity": "CHARGING",
"timestamp": "2018-05-13 10:21:15",
"component": "MBB",
"event_type": "CHARGING",
"event_level": "",
"event": "Charging",
"conditions": {
"PackTemp (h)": "37C",
"PackTemp (l)": "36C",
"AmbTemp": "19C",
"PackSOC": "21%",
"Vpack": "101.313V",
"BattAmps": "-86",
"Mods": "01",
"MbbChgEn": "Yes",
"BmsChgEn": "No"
}
},
{
"entry": 23,
"segment_id": 4,
"segment_activity": "CHARGING",
"timestamp": "2018-05-13 10:31:15",
"component": "MBB",
"event_type": "CHARGING",
"event_level": "",
"event": "Charging",
"conditions": {
"PackTemp (h)": "38C",
"PackTemp (l)": "37C",
"AmbTemp": "20C",
"PackSOC": "32%",
"Vpack": "103.378V",
"BattAmps": "-86",
"Mods": "01",
"MbbChgEn": "Yes",
"BmsChgEn": "No"
}
},
{
"entry": 24,
"segment_id": 4,
"segment_activity": "CHARGING",
"timestamp": "2018-05-13 10:41:15",
"component": "MBB",
"event_type": "CHARGING",
"event_level": "",
"event": "Charging",
"conditions": {
"PackTemp (h)": "39C",
"PackTemp (l)": "38C",
"AmbTemp": "20C",
"PackSOC": "44%",
"Vpack": "104.692V",
"BattAmps": "-83",
"Mods": "01",
"MbbChgEn": "Yes",
"BmsChgEn": "No"
}
},
{
"entry": 25,
"segment_id": 4,
"segment_activity": "CHARGING",
"timestamp": "2018-05-13 10:51:15",
"component": "MBB",
"event_type": "CHARGING",
"event_level": "",
"event": "Charging",
"conditions": {
"PackTemp (h)": "42C",
"PackTemp (l)": "40C",
"AmbTemp": "21C",
"PackSOC": "55%",
"Vpack": "107.101V",
"BattAmps": "-82",
"Mods": "01",
"MbbChgEn": "Yes",
"BmsChgEn": "No"
}
},
{
"entry": 26,
"segment_id": 4,
"segment_activity": "CHARGING",
"timestamp": "2018-05-13 11:01:15",
"component": "MBB",
"event_type": "CHARGING",
"event_level": "",
"event": "Charging",
"conditions": {
"PackTemp (h)": "44C",
"PackTemp (l)": "43C",
"AmbTemp": "22C",
"PackSOC": "66%",
"Vpack": "110.499V",
"BattAmps": "-78",
"Mods": "01",
"MbbChgEn": "Yes",
"BmsChgEn": "No"
}
},
{
"entry": 27,
"segment_id": 4,
"segment_activity": "CHARGING",
"timestamp": "2018-05-13 11:09:02",
"component": "MBB",
"event_type": "ON",
"event_level": "",
"event": "Key On",
"conditions": {}
},
{
"entry": 28,
"segment_id": 4,
"segment_activity": "CHARGING",
"timestamp": "2018-05-13 11:11:15",
"component": "MBB",
"event_type": "CHARGING",
"event_level": "",
"event": "Charging",
"conditions": {
"PackTemp (h)": "45C",
"PackTemp (l)": "45C",
"AmbTemp": "22C",
"PackSOC": "77%",
"Vpack": "114.291V",
"BattAmps": "-75",
"Mods": "01",
"MbbChgEn": "Yes",
"BmsChgEn": "No"
}
},
{
"entry": 29,
"segment_id": 4,
"segment_activity": "CHARGING",
"timestamp": "2018-05-13 11:15:05",
"component": "External Charger",
"event_type": "DISCONNECTED",
"event_level": "",
"event": "External Chg 0 Charger 2 Disconnected",
"conditions": {}
},
{
"entry": 30,
"segment_id": 4,
"segment_activity": "CHARGING",
"timestamp": "2018-05-13 11:15:05",
"component": "Battery",
"event_type": "",
"event_level": "DEBUG",
"event": "Module scheme changed from Charging mode to Stopped mode",
"conditions": {}
},
{
"entry": 31,
"segment_id": 4,
"segment_activity": "CHARGING",
"timestamp": "2018-05-13 11:15:05",
"component": "Battery",
"event_type": "",
"event_level": "DEBUG",
"event": "Module mode Change Does Not Require Disconnect",
"conditions": {}
},
{
"entry": 32,
"segment_id": 4,
"segment_activity": "CHARGING",
"timestamp": "2018-05-13 11:15:15",
"component": "MBB",
"event_type": "",
"event_level": "",
"event": "Disarmed",
"conditions": {
"PackTemp (h)": "45C",
"PackTemp (l)": "45C",
"PackSOC": "80%",
"Vpack": "114.333V",
"MotAmps": "0",
"BattAmps": "0",
"Mods": "01",
"MotTemp": "29C",
"CtrlTemp": "20C",
"AmbTemp": "22C",
"MotRPM": "0",
"Odo": "46213km"
}
},
{
"entry": 33,
"segment_id": 4,
"segment_activity": "CHARGING",
"timestamp": "2018-05-13 11:15:15",
"component": "Battery",
"event_type": "",
"event_level": "DEBUG",
"event": "Module scheme changed from Stopped mode to Running mode",
"conditions": {}
}
]
}Select all riding events from JSON:
jq '.entries|map(select(.event_type=="RIDING"))' example.json