Supported Plugins#
bdf.read auto-detects cycler exports using the plugins registered in
bdf.plugins.PLUGINS. Each plugin pairs a table parser (which reads the
rows and maps vendor column headers onto BDF fields) with a metadata parser
(which extracts dataset metadata such as the test start time). You can force a
plugin instead of relying on detection:
import bdf
df, meta = bdf.read("raw_vendor.csv", plugin="neware_csv")
List the registered ids at runtime with bdf.plugins.list_sources().
Below lists the currently defined plugins that convert cycler columns to bdf. Each plugin’s column synonyms are grouped by BDF field; synonyms flagged (assumed) have been matched on a best-effort basis and have no real-file sample to test in the repository. Please make a GitHub issue if your data contradicts any of the synonyms. If you have new vendor data that is not covered by the existing plugins, or covers synonyms that are assumed, please consider contributing to the project by adding a new plugin, extending an existing plugin or donating a sample data file.
arbin_csv#
Table parser:
txt(.csv,.dat,.tsv,.txt)
Column synonyms – 16 BDF fields, 25 synonyms (0 assumed)
Test Time / s – test_time_second
Test Time ({unit})Test_Time({unit})
Voltage / V – voltage_volt
Voltage ({unit})Voltage({unit})
Current / A – current_ampere
Current ({unit})Current({unit})
Unix Time / s – unix_time_second
Date Time– formats:%m/%d/%Y %H:%M:%S%.f,%m/%d/%Y %H:%M:%S,%Y-%m-%d %H:%M:%S%.f,%Y-%m-%d %H:%M:%S,%Y/%m/%d %H:%M:%SDate_Time– formats:%m/%d/%Y %H:%M:%S%.f,%m/%d/%Y %H:%M:%S,%Y-%m-%d %H:%M:%S%.f,%Y-%m-%d %H:%M:%S,%Y/%m/%d %H:%M:%S
Cycle Count / 1 – cycle_count
Cycle IndexCycle_Index
Step ID – step_id
Step IndexStep_Index
Record Index / 1 – record_index
Data PointData_Point
Step Time / s – step_time_second
Step Time ({unit})Step_Time({unit})
Schedule Charging Capacity / Ah – schedule_charging_capacity_ah
Charge Capacity ({unit})
Schedule Discharging Capacity / Ah – schedule_discharging_capacity_ah
Discharge Capacity ({unit})
Schedule Charging Energy / Wh – schedule_charging_energy_wh
Charge Energy ({unit})
Schedule Discharging Energy / Wh – schedule_discharging_energy_wh
Discharge Energy ({unit})
Power / W – power_watt
Power ({unit})
DC Internal Resistance / ohm – dc_internal_resistance_ohm
Internal Resistance ({unit})
AC Internal Resistance / ohm – ac_internal_resistance_ohm
ACR ({unit})
Temperature T1 / degC – temperature_t1_celsius
Aux_Temperature_1 (C)Aux_Temperature_1 ({unit})
Metadata parser: none
basytec_txt#
Table parser:
txt(.csv,.dat,.tsv,.txt) – encoding =latin-1
Column synonyms – 10 BDF fields, 23 synonyms (17 assumed)
Test Time / s – test_time_second
Time[{unit}](assumed)Time(assumed)Time[h:min:s]– formats:%H:%M:%S.%f(assumed)
Voltage / V – voltage_volt
U[{unit}]Voltage[{unit}](assumed)U(assumed)Voltage(assumed)
Current / A – current_ampere
I[{unit}]Current[{unit}](assumed)I(assumed)Current(assumed)
Step ID – step_id
Line
Record Index / 1 – record_index
DataSet
Net Capacity / Ah – net_capacity_ah
Ah[{unit}](assumed)
Power / W – power_watt
P[{unit}](assumed)
DC Internal Resistance / ohm – dc_internal_resistance_ohm
R-DC(assumed)
AC Internal Resistance / ohm – ac_internal_resistance_ohm
R-AC(assumed)
Temperature T1 / degC – temperature_t1_celsius
T1[{unit}]T1[°C]Temp[{unit}](assumed)Temp[°C](assumed)Temperature[{unit}](assumed)Temperature[°C](assumed)
Metadata parser:
txt_preamble– preamble of the data file (decoded aslatin-1)
Metadata extraction details
Identified by magic tokens:
resultfile from basytec battery test system,basytec battery test systemExtracted metadata fields:
start_time– regex~Start of Test:\s*(.+)
biologic_mpt#
Table parser:
txt(.csv,.dat,.mpt,.tsv,.txt) – encoding =latin-1
Column synonyms – 14 BDF fields, 40 synonyms (28 assumed)
Test Time / s – test_time_second
time/{unit}time / {unit}(assumed)t ({unit})(assumed)time [{unit}](assumed)relative time({unit})(assumed)
Voltage / V – voltage_volt
Ecell/{unit}Ewe/{unit}(assumed)u/{unit}(assumed)u[{unit}](assumed)Ewe ({unit})(assumed)<Ewe>/{unit}(assumed)
Current / A – current_ampere
I/{unit}I[{unit}](assumed)Current / {unit}(assumed)Current({unit})(assumed)I({unit})(assumed)<I>/{unit}(assumed)
Cycle Count / 1 – cycle_count
cycle numberz cycle(assumed)
Step ID – step_id
Ns
Step Time / s – step_time_second
step time/{unit}
Net Capacity / Ah – net_capacity_ah
(Q-Qo)/{unit}
Charging Energy / Wh – charging_energy_wh
Energy charge/{unit}
Discharging Energy / Wh – discharging_energy_wh
Energy discharge/{unit}
Net Energy / Wh – net_energy_wh
Energy/{unit}
Cumulative Energy / Wh – cumulative_energy_wh
|Energy|/{unit}(assumed)
Power / W – power_watt
P/{unit}
Internal Resistance / ohm – internal_resistance_ohm
R/{unit}
Temperature T1 / degC – temperature_t1_celsius
Temperature/{unit}(assumed)Temperature/°C(assumed)Temperature/øc(assumed)Temperature/c(assumed)Temp/{unit}(assumed)Temp/°C(assumed)Temp/øc(assumed)Temp/c(assumed)T/{unit}(assumed)T/°C(assumed)T/øc(assumed)T/c(assumed)
Metadata parser:
txt_preamble– preamble of the data file
Metadata extraction details
Identified by magic tokens:
bt-lab ascii file,ec-lab ascii fileExtracted metadata fields:
start_time– regexAcquisition started on\s*:\s*(.+)
digatron_csv#
Table parser:
txt(.csv,.dat,.tsv,.txt)
Column synonyms – 18 BDF fields, 27 synonyms (10 assumed)
Test Time / s – test_time_second
Program Duration#{unit}Prog Time(assumed)Program Time(assumed)
Voltage / V – voltage_volt
Voltage#{unit}Voltage(assumed)
Current / A – current_ampere
Current#{unit}Current(assumed)
Unix Time / s – unix_time_second
Timestamp– formats:%Y-%m-%d %H:%M:%S%.f%:z,%Y-%m-%d %H:%M:%S%:z,%Y-%m-%dT%H:%M:%S,%Y-%m-%d %H:%M:%S
Step ID – step_id
Step
Step Type – step_type
Status
Ambient Temperature / degC – ambient_temperature_celsius
Tenv#{unit}
Step Time / s – step_time_second
Step Duration#{unit}Step Time(assumed)
Charging Capacity / Ah – charging_capacity_ah
AhCha#{unit}
Discharging Capacity / Ah – discharging_capacity_ah
AhDch#{unit}
Net Capacity / Ah – net_capacity_ah
AhAccu#{unit}AhAccu(assumed)
Step Cumulative Capacity / Ah – step_cumulative_capacity_ah
AhStep#{unit}
Charging Energy / Wh – charging_energy_wh
WhCha#{unit}
Discharging Energy / Wh – discharging_energy_wh
WhDch#{unit}
Net Energy / Wh – net_energy_wh
WhAccu#{unit}WhAccu(assumed)
Step Cumulative Energy / Wh – step_cumulative_energy_wh
WhStep#{unit}
Power / W – power_watt
Watt(assumed)Power#{unit}(assumed)
Temperature T1 / degC – temperature_t1_celsius
T1#{unit}logtemp001(assumed)
Metadata parser: none
landt_csv#
Table parser:
txt(.csv,.dat,.tsv,.txt) – truncate_ragged_lines =True
Column synonyms – 16 BDF fields, 16 synonyms (0 assumed)
Test Time / s – test_time_second
test_time_s
Voltage / V – voltage_volt
voltage_V
Current / A – current_ampere
current_A
Unix Time / s – unix_time_second
date_time_iso_string– formats:%m/%d/%Y %H:%M:%S
Cycle Count / 1 – cycle_count
cycle_index
Step ID – step_id
step_index
Step Type – step_type
step_name
Record Index / 1 – record_index
channel_index
Step Time / s – step_time_second
step_time_s
Step Charging Capacity / Ah – step_charging_capacity_ah
charge_capacity_{unit}
Step Discharging Capacity / Ah – step_discharging_capacity_ah
discharge_capacity_{unit}
Step Charging Energy / Wh – step_charging_energy_wh
charge_energy_{unit}
Step Discharging Energy / Wh – step_discharging_energy_wh
discharge_energy_{unit}
Temperature T1 / degC – temperature_t1_celsius
temperature_1_{unit}
Temperature T2 / degC – temperature_t2_celsius
temperature_2_{unit}
Temperature T3 / degC – temperature_t3_celsius
temperature_3_{unit}
Metadata parser: none
landt_txt#
Table parser:
txt(.csv,.dat,.tsv,.txt) – truncate_ragged_lines =True
Column synonyms – 10 BDF fields, 30 synonyms (20 assumed)
Test Time / s – test_time_second
Test({unit})Test ({unit})(assumed)test_time_s(assumed)Test Time ({unit})(assumed)Test Time(assumed)
Voltage / V – voltage_volt
VoltsVolt(assumed)Voltage(assumed)V(assumed)
Current / A – current_ampere
AmpsAmp(assumed)Current(assumed)A(assumed)I({unit})(assumed)
Unix Time / s – unix_time_second
DPt-Time– formats:%Y-%m-%d %H:%M:%S
Cycle Count / 1 – cycle_count
Cyc#Cycle(assumed)Cycle#(assumed)Cycle Index(assumed)
Step ID – step_id
StepStep#(assumed)Step Index(assumed)
Record Index / 1 – record_index
Rec#Record(assumed)Record#(assumed)
Step Time / s – step_time_second
Step({unit})Step Time ({unit})(assumed)step_time_s(assumed)
Step Cumulative Capacity / Ah – step_cumulative_capacity_ah
Amp-hr
Step Cumulative Energy / Wh – step_cumulative_energy_wh
Watt-hr
Metadata parser: none
maccor_csv#
Table parser:
txt(.csv,.dat,.tsv,.txt)
Column synonyms – 12 BDF fields, 20 synonyms (8 assumed)
Test Time / s – test_time_second
Test Time ({unit})(assumed)Test Time({unit})(assumed)Test Time [{unit}]
Voltage / V – voltage_volt
Voltage(assumed)Voltage [{unit}]
Current / A – current_ampere
Current(assumed)Current [{unit}]
Unix Time / s – unix_time_second
DPT Time– formats:%d-%b-%y %I:%M:%S %p,%d-%b-%y %H:%M:%S,%Y-%m-%d %H:%M:%S,%m/%d/%Y %H:%M
Cycle Count / 1 – cycle_count
Cycle C
Step Count / 1 – step_count
Step
Ambient Temperature / degC – ambient_temperature_celsius
Temperature Chamber [{unit}]
Record Index / 1 – record_index
Rec
Step Time / s – step_time_second
Step Time ({unit})(assumed)Step Time [{unit}]
Step Cumulative Capacity / Ah – step_cumulative_capacity_ah
Capacity(assumed)Capacity [{unit}]
Step Cumulative Energy / Wh – step_cumulative_energy_wh
Energy(assumed)Energy [{unit}]
Temperature T1 / degC – temperature_t1_celsius
Temp 1(assumed)Temperature Cell [{unit}]
Metadata parser:
txt_preamble– preamble of the data file
Metadata extraction details
Identified by magic tokens:
today's date ,,date of test:,Extracted metadata fields:
start_time– regexDate of Test:,(.+)
neware_csv#
Table parser:
txt(.csv,.dat,.tsv,.txt)
Column synonyms – 13 BDF fields, 43 synonyms (31 assumed)
Test Time / s – test_time_second
Total Time– formats:%Y-%m-%d %H:%M:%S%.f,%Y-%m-%d %H:%M:%S,%Y/%m/%d %H:%M:%S(assumed)Total Time({unit})Test Time({unit})(assumed)TotalTime({unit})(assumed)totaltime_s(assumed)总时间({unit})(assumed)测试时间({unit})(assumed)
Voltage / V – voltage_volt
Voltage({unit})电压({unit})(assumed)Voltage [{unit}](assumed)
Current / A – current_ampere
Current({unit})电流({unit})(assumed)Current [{unit}](assumed)
Unix Time / s – unix_time_second
Date– formats:%Y-%m-%d %H:%M:%S%.f,%Y-%m-%d %H:%M:%S,%Y/%m/%d %H:%M:%SDateTime– formats:%Y-%m-%d %H:%M:%S%.f,%Y-%m-%d %H:%M:%S,%Y/%m/%d %H:%M:%S(assumed)Date_Time– formats:%Y-%m-%d %H:%M:%S%.f,%Y-%m-%d %H:%M:%S,%Y/%m/%d %H:%M:%S(assumed)
Cycle Count / 1 – cycle_count
Cycle IndexCycle(assumed)
Step ID – step_id
Step IndexStep(assumed)
Step Time / s – step_time_second
Time– formats:%Y-%m-%d %H:%M:%S%.f,%Y-%m-%d %H:%M:%S,%Y/%m/%d %H:%M:%S(assumed)Time({unit})Relative Time({unit})(assumed)State Time({unit})(assumed)StepTime({unit})(assumed)Step Time({unit})(assumed)steptime_s(assumed)时间({unit})(assumed)
Step Charging Capacity / Ah – step_charging_capacity_ah
Chg. Cap.({unit})Chg.Capacity({unit})(assumed)Charge Capacity({unit})(assumed)
Step Discharging Capacity / Ah – step_discharging_capacity_ah
DChg. Cap.({unit})DChg.Capacity({unit})(assumed)Discharge Capacity({unit})(assumed)
Step Cumulative Capacity / Ah – step_cumulative_capacity_ah
Capacity({unit})
Step Charging Energy / Wh – step_charging_energy_wh
Chg. Energy({unit})Chg.Energy({unit})(assumed)Charge Energy({unit})(assumed)
Step Discharging Energy / Wh – step_discharging_energy_wh
DChg. Energy({unit})DChg.Energy({unit})(assumed)Discharge Energy({unit})(assumed)
Temperature T1 / degC – temperature_t1_celsius
Temperature(°C)(assumed)温度(°C)(assumed)
Metadata parser: none
neware_xlsx#
Table parser:
excel(.xls,.xlsm,.xlsx) – sheet_name =record
Column synonyms – 13 BDF fields, 43 synonyms (31 assumed)
Test Time / s – test_time_second
Total Time– formats:%Y-%m-%d %H:%M:%S%.f,%Y-%m-%d %H:%M:%S,%Y/%m/%d %H:%M:%S(assumed)Total Time({unit})Test Time({unit})(assumed)TotalTime({unit})(assumed)totaltime_s(assumed)总时间({unit})(assumed)测试时间({unit})(assumed)
Voltage / V – voltage_volt
Voltage({unit})电压({unit})(assumed)Voltage [{unit}](assumed)
Current / A – current_ampere
Current({unit})电流({unit})(assumed)Current [{unit}](assumed)
Unix Time / s – unix_time_second
Date– formats:%Y-%m-%d %H:%M:%S%.f,%Y-%m-%d %H:%M:%S,%Y/%m/%d %H:%M:%SDateTime– formats:%Y-%m-%d %H:%M:%S%.f,%Y-%m-%d %H:%M:%S,%Y/%m/%d %H:%M:%S(assumed)Date_Time– formats:%Y-%m-%d %H:%M:%S%.f,%Y-%m-%d %H:%M:%S,%Y/%m/%d %H:%M:%S(assumed)
Cycle Count / 1 – cycle_count
Cycle IndexCycle(assumed)
Step ID – step_id
Step IndexStep(assumed)
Step Time / s – step_time_second
Time– formats:%Y-%m-%d %H:%M:%S%.f,%Y-%m-%d %H:%M:%S,%Y/%m/%d %H:%M:%S(assumed)Time({unit})Relative Time({unit})(assumed)State Time({unit})(assumed)StepTime({unit})(assumed)Step Time({unit})(assumed)steptime_s(assumed)时间({unit})(assumed)
Step Charging Capacity / Ah – step_charging_capacity_ah
Chg. Cap.({unit})Chg.Capacity({unit})(assumed)Charge Capacity({unit})(assumed)
Step Discharging Capacity / Ah – step_discharging_capacity_ah
DChg. Cap.({unit})DChg.Capacity({unit})(assumed)Discharge Capacity({unit})(assumed)
Step Cumulative Capacity / Ah – step_cumulative_capacity_ah
Capacity({unit})
Step Charging Energy / Wh – step_charging_energy_wh
Chg. Energy({unit})Chg.Energy({unit})(assumed)Charge Energy({unit})(assumed)
Step Discharging Energy / Wh – step_discharging_energy_wh
DChg. Energy({unit})DChg.Energy({unit})(assumed)Discharge Energy({unit})(assumed)
Temperature T1 / degC – temperature_t1_celsius
Temperature(°C)(assumed)温度(°C)(assumed)
Metadata parser: none
arbin_xlsx#
Table parser:
excel(.xls,.xlsm,.xlsx) – sheet_pattern =^Channel[_-]
Column synonyms – 16 BDF fields, 25 synonyms (0 assumed)
Test Time / s – test_time_second
Test Time ({unit})Test_Time({unit})
Voltage / V – voltage_volt
Voltage ({unit})Voltage({unit})
Current / A – current_ampere
Current ({unit})Current({unit})
Unix Time / s – unix_time_second
Date Time– formats:%m/%d/%Y %H:%M:%S%.f,%m/%d/%Y %H:%M:%S,%Y-%m-%d %H:%M:%S%.f,%Y-%m-%d %H:%M:%S,%Y/%m/%d %H:%M:%SDate_Time– formats:%m/%d/%Y %H:%M:%S%.f,%m/%d/%Y %H:%M:%S,%Y-%m-%d %H:%M:%S%.f,%Y-%m-%d %H:%M:%S,%Y/%m/%d %H:%M:%S
Cycle Count / 1 – cycle_count
Cycle IndexCycle_Index
Step ID – step_id
Step IndexStep_Index
Record Index / 1 – record_index
Data PointData_Point
Step Time / s – step_time_second
Step Time ({unit})Step_Time({unit})
Schedule Charging Capacity / Ah – schedule_charging_capacity_ah
Charge Capacity ({unit})
Schedule Discharging Capacity / Ah – schedule_discharging_capacity_ah
Discharge Capacity ({unit})
Schedule Charging Energy / Wh – schedule_charging_energy_wh
Charge Energy ({unit})
Schedule Discharging Energy / Wh – schedule_discharging_energy_wh
Discharge Energy ({unit})
Power / W – power_watt
Power ({unit})
DC Internal Resistance / ohm – dc_internal_resistance_ohm
Internal Resistance ({unit})
AC Internal Resistance / ohm – ac_internal_resistance_ohm
ACR ({unit})
Temperature T1 / degC – temperature_t1_celsius
Aux_Temperature_1 (C)Aux_Temperature_1 ({unit})
Metadata parser: none
novonix_csv#
Table parser:
txt(.csv,.dat,.tsv,.txt)
Column synonyms – 16 BDF fields, 40 synonyms (26 assumed)
Test Time / s – test_time_second
Run Time ({unit})Run-Time ({unit})(assumed)Runtime ({unit})(assumed)Test Time ({unit})(assumed)TestTime({unit})(assumed)
Voltage / V – voltage_volt
Potential ({unit})Voltage ({unit})(assumed)Cell Voltage ({unit})(assumed)
Current / A – current_ampere
Current ({unit})Cell Current ({unit})(assumed)
Unix Time / s – unix_time_second
Date and Time– formats:%Y-%m-%d %H:%M:%SUnix Time ({unit})(assumed)UnixTime ({unit})(assumed)
Cycle Count / 1 – cycle_count
Cycle NumberCycle(assumed)Cycle #(assumed)Cycle#(assumed)
Step Count / 1 – step_count
Step NumberStep #(assumed)Step#(assumed)
Step ID – step_id
Step position
Step Type – step_type
Step Type
Ambient Temperature / degC – ambient_temperature_celsius
Ambient Temperature (°C)(assumed)Ambient Temperature (C)(assumed)Ambient Temp (°C)(assumed)Ambient Temp (C)(assumed)
Step Time / s – step_time_second
Step Time ({unit})StepTime({unit})(assumed)
Net Capacity / Ah – net_capacity_ah
Capacity ({unit})Net Capacity ({unit})(assumed)
Net Energy / Wh – net_energy_wh
Net Energy ({unit})(assumed)
Step Net Energy / Wh – step_net_energy_wh
Energy ({unit})
Power / W – power_watt
Power({unit})Power ({unit})(assumed)
Temperature T1 / degC – temperature_t1_celsius
Temperature (°C)Temperature (C)(assumed)
Temperature T2 / degC – temperature_t2_celsius
Circuit Temperature (°C)Circuit Temperature (C)(assumed)Circuit Temp (°C)(assumed)Circuit Temp (C)(assumed)
Metadata parser:
txt_preamble– preamble of the data file
Metadata extraction details
Identified by magic tokens:
[summary],[data],novonix uhpc data file,novonix
neware_nda#
Table parser:
nda(.nda,.ndax)
Column synonyms – 12 BDF fields, 12 synonyms (0 assumed)
Test Time / s – test_time_second
total_time_{unit}
Voltage / V – voltage_volt
voltage_{unit}
Current / A – current_ampere
current_{unit}
Unix Time / s – unix_time_second
unix_time_{unit}
Cycle Count / 1 – cycle_count
cycle_count
Step Count / 1 – step_count
step_count
Step ID – step_id
step_index
Step Type – step_type
step_type
Record Index / 1 – record_index
index
Step Time / s – step_time_second
step_time_{unit}
Step Net Capacity / Ah – step_net_capacity_ah
capacity_{unit}
Step Net Energy / Wh – step_net_energy_wh
energy_{unit}
Metadata parser: none
bdf_json#
Table parser:
json(.json)
Column synonyms – 58 BDF fields, 126 synonyms (0 assumed)
Test Time / s – test_time_second
Test Time / mstest_time_millisecondTest Time / {unit}test_time_second
Voltage / V – voltage_volt
Voltage / {unit}voltage_volt
Current / A – current_ampere
Current / {unit}current_ampere
Unix Time / s – unix_time_second
Unix Time / msunix_time_millisecondUnix Time / {unit}unix_time_second
Cycle Count / 1 – cycle_count
Cycle Count / 1cycle_count
Step Count / 1 – step_count
Step Count / 1step_count
Step ID – step_id
Step IDstep_id
Step Type – step_type
Step Typestep_type
Ambient Temperature / degC – ambient_temperature_celsius
Ambient Temperature / {unit}ambient_temperature_celsius
Step Record Index / 1 – step_record_index
Step Index / 1step_indexStep Record Index / 1step_record_index
Record Index / 1 – record_index
Record Index / 1record_index
Step Time / s – step_time_second
Step Time / {unit}step_time_second
Charging Capacity / Ah – charging_capacity_ah
Charging Capacity / {unit}charging_capacity_ah
Step Charging Capacity / Ah – step_charging_capacity_ah
Step Charging Capacity / {unit}step_charging_capacity_ah
Cycle Charging Capacity / Ah – cycle_charging_capacity_ah
Cycle Charging Capacity / {unit}cycle_charging_capacity_ah
Schedule Charging Capacity / Ah – schedule_charging_capacity_ah
Schedule Charging Capacity / {unit}schedule_charging_capacity_ah
Discharging Capacity / Ah – discharging_capacity_ah
Discharging Capacity / {unit}discharging_capacity_ah
Step Discharging Capacity / Ah – step_discharging_capacity_ah
Step Discharging Capacity / {unit}step_discharging_capacity_ah
Cycle Discharging Capacity / Ah – cycle_discharging_capacity_ah
Cycle Discharging Capacity / {unit}cycle_discharging_capacity_ah
Schedule Discharging Capacity / Ah – schedule_discharging_capacity_ah
Schedule Discharging Capacity / {unit}schedule_discharging_capacity_ah
Net Capacity / Ah – net_capacity_ah
Net Capacity / {unit}net_capacity_ah
Step Net Capacity / Ah – step_net_capacity_ah
Step Net Capacity / {unit}step_net_capacity_ah
Cycle Net Capacity / Ah – cycle_net_capacity_ah
Cycle Net Capacity / {unit}cycle_net_capacity_ah
Cumulative Capacity / Ah – cumulative_capacity_ah
Cumulative Capacity / {unit}cumulative_capacity_ah
Step Cumulative Capacity / Ah – step_cumulative_capacity_ah
Step Capacity / Ahstep_capacity_ahStep Cumulative Capacity / {unit}step_cumulative_capacity_ah
Cycle Cumulative Capacity / Ah – cycle_cumulative_capacity_ah
Cycle Cumulative Capacity / {unit}cycle_cumulative_capacity_ah
Charging Energy / Wh – charging_energy_wh
Charging Energy / {unit}charging_energy_wh
Step Charging Energy / Wh – step_charging_energy_wh
Step Charging Energy / {unit}step_charging_energy_wh
Cycle Charging Energy / Wh – cycle_charging_energy_wh
Cycle Charging Energy / {unit}cycle_charging_energy_wh
Schedule Charging Energy / Wh – schedule_charging_energy_wh
Schedule Charging Energy / {unit}schedule_charging_energy_wh
Discharging Energy / Wh – discharging_energy_wh
Discharging Energy / {unit}discharging_energy_wh
Step Discharging Energy / Wh – step_discharging_energy_wh
Step Discharging Energy / {unit}step_discharging_energy_wh
Cycle Discharging Energy / Wh – cycle_discharging_energy_wh
Cycle Discharging Energy / {unit}cycle_discharging_energy_wh
Schedule Discharging Energy / Wh – schedule_discharging_energy_wh
Schedule Discharging Energy / {unit}schedule_discharging_energy_wh
Net Energy / Wh – net_energy_wh
Net Energy / {unit}net_energy_wh
Step Net Energy / Wh – step_net_energy_wh
Step Net Energy / {unit}step_net_energy_wh
Cycle Net Energy / Wh – cycle_net_energy_wh
Cycle Net Energy / {unit}cycle_net_energy_wh
Cumulative Energy / Wh – cumulative_energy_wh
Cumulative Energy / {unit}cumulative_energy_wh
Step Cumulative Energy / Wh – step_cumulative_energy_wh
Step Energy / Whstep_energy_whStep Cumulative Energy / {unit}step_cumulative_energy_wh
Cycle Cumulative Energy / Wh – cycle_cumulative_energy_wh
Cycle Cumulative Energy / {unit}cycle_cumulative_energy_wh
Power / W – power_watt
Power / {unit}power_watt
Internal Resistance / ohm – internal_resistance_ohm
Internal Resistance / {unit}internal_resistance_ohm
DC Internal Resistance / ohm – dc_internal_resistance_ohm
DC Internal Resistance / {unit}dc_internal_resistance_ohm
AC Internal Resistance / ohm – ac_internal_resistance_ohm
AC Internal Resistance / {unit}ac_internal_resistance_ohm
Real Impedance / ohm – real_impedance_ohm
Real Impedance / {unit}real_impedance_ohm
Imaginary Impedance / ohm – imaginary_impedance_ohm
Imaginary Impedance / {unit}imaginary_impedance_ohm
Absolute Impedance / ohm – absolute_impedance_ohm
Absolute Impedance / {unit}absolute_impedance_ohm
Phase / deg – phase_degree
Phase / {unit}phase_degree
Frequency / Hz – frequency_hertz
Frequency / {unit}frequency_hertz
Ambient Pressure / Pa – ambient_pressure_pa
Ambient Pressure / {unit}ambient_pressure_pa
Applied Pressure / Pa – applied_pressure_pa
Applied Pressure / {unit}applied_pressure_pa
Surface Pressure / Pa – surface_pressure_pa
Surface Pressure / {unit}surface_pressure_pa
Temperature T1 / degC – temperature_t1_celsius
Temperature T1 / {unit}temperature_t1_celsius
Temperature T2 / degC – temperature_t2_celsius
Temperature T2 / {unit}temperature_t2_celsius
Temperature T3 / degC – temperature_t3_celsius
Temperature T3 / {unit}temperature_t3_celsius
Temperature T4 / degC – temperature_t4_celsius
Temperature T4 / {unit}temperature_t4_celsius
Temperature T5 / degC – temperature_t5_celsius
Temperature T5 / {unit}temperature_t5_celsius
Surface Temperature / degC – surface_temperature_celsius
Surface Temperature / {unit}surface_temperature_celsius
Metadata parser: none
bdf_ndjson#
Table parser:
ndjson(.ndjson)
Column synonyms – 58 BDF fields, 126 synonyms (0 assumed)
Test Time / s – test_time_second
Test Time / mstest_time_millisecondTest Time / {unit}test_time_second
Voltage / V – voltage_volt
Voltage / {unit}voltage_volt
Current / A – current_ampere
Current / {unit}current_ampere
Unix Time / s – unix_time_second
Unix Time / msunix_time_millisecondUnix Time / {unit}unix_time_second
Cycle Count / 1 – cycle_count
Cycle Count / 1cycle_count
Step Count / 1 – step_count
Step Count / 1step_count
Step ID – step_id
Step IDstep_id
Step Type – step_type
Step Typestep_type
Ambient Temperature / degC – ambient_temperature_celsius
Ambient Temperature / {unit}ambient_temperature_celsius
Step Record Index / 1 – step_record_index
Step Index / 1step_indexStep Record Index / 1step_record_index
Record Index / 1 – record_index
Record Index / 1record_index
Step Time / s – step_time_second
Step Time / {unit}step_time_second
Charging Capacity / Ah – charging_capacity_ah
Charging Capacity / {unit}charging_capacity_ah
Step Charging Capacity / Ah – step_charging_capacity_ah
Step Charging Capacity / {unit}step_charging_capacity_ah
Cycle Charging Capacity / Ah – cycle_charging_capacity_ah
Cycle Charging Capacity / {unit}cycle_charging_capacity_ah
Schedule Charging Capacity / Ah – schedule_charging_capacity_ah
Schedule Charging Capacity / {unit}schedule_charging_capacity_ah
Discharging Capacity / Ah – discharging_capacity_ah
Discharging Capacity / {unit}discharging_capacity_ah
Step Discharging Capacity / Ah – step_discharging_capacity_ah
Step Discharging Capacity / {unit}step_discharging_capacity_ah
Cycle Discharging Capacity / Ah – cycle_discharging_capacity_ah
Cycle Discharging Capacity / {unit}cycle_discharging_capacity_ah
Schedule Discharging Capacity / Ah – schedule_discharging_capacity_ah
Schedule Discharging Capacity / {unit}schedule_discharging_capacity_ah
Net Capacity / Ah – net_capacity_ah
Net Capacity / {unit}net_capacity_ah
Step Net Capacity / Ah – step_net_capacity_ah
Step Net Capacity / {unit}step_net_capacity_ah
Cycle Net Capacity / Ah – cycle_net_capacity_ah
Cycle Net Capacity / {unit}cycle_net_capacity_ah
Cumulative Capacity / Ah – cumulative_capacity_ah
Cumulative Capacity / {unit}cumulative_capacity_ah
Step Cumulative Capacity / Ah – step_cumulative_capacity_ah
Step Capacity / Ahstep_capacity_ahStep Cumulative Capacity / {unit}step_cumulative_capacity_ah
Cycle Cumulative Capacity / Ah – cycle_cumulative_capacity_ah
Cycle Cumulative Capacity / {unit}cycle_cumulative_capacity_ah
Charging Energy / Wh – charging_energy_wh
Charging Energy / {unit}charging_energy_wh
Step Charging Energy / Wh – step_charging_energy_wh
Step Charging Energy / {unit}step_charging_energy_wh
Cycle Charging Energy / Wh – cycle_charging_energy_wh
Cycle Charging Energy / {unit}cycle_charging_energy_wh
Schedule Charging Energy / Wh – schedule_charging_energy_wh
Schedule Charging Energy / {unit}schedule_charging_energy_wh
Discharging Energy / Wh – discharging_energy_wh
Discharging Energy / {unit}discharging_energy_wh
Step Discharging Energy / Wh – step_discharging_energy_wh
Step Discharging Energy / {unit}step_discharging_energy_wh
Cycle Discharging Energy / Wh – cycle_discharging_energy_wh
Cycle Discharging Energy / {unit}cycle_discharging_energy_wh
Schedule Discharging Energy / Wh – schedule_discharging_energy_wh
Schedule Discharging Energy / {unit}schedule_discharging_energy_wh
Net Energy / Wh – net_energy_wh
Net Energy / {unit}net_energy_wh
Step Net Energy / Wh – step_net_energy_wh
Step Net Energy / {unit}step_net_energy_wh
Cycle Net Energy / Wh – cycle_net_energy_wh
Cycle Net Energy / {unit}cycle_net_energy_wh
Cumulative Energy / Wh – cumulative_energy_wh
Cumulative Energy / {unit}cumulative_energy_wh
Step Cumulative Energy / Wh – step_cumulative_energy_wh
Step Energy / Whstep_energy_whStep Cumulative Energy / {unit}step_cumulative_energy_wh
Cycle Cumulative Energy / Wh – cycle_cumulative_energy_wh
Cycle Cumulative Energy / {unit}cycle_cumulative_energy_wh
Power / W – power_watt
Power / {unit}power_watt
Internal Resistance / ohm – internal_resistance_ohm
Internal Resistance / {unit}internal_resistance_ohm
DC Internal Resistance / ohm – dc_internal_resistance_ohm
DC Internal Resistance / {unit}dc_internal_resistance_ohm
AC Internal Resistance / ohm – ac_internal_resistance_ohm
AC Internal Resistance / {unit}ac_internal_resistance_ohm
Real Impedance / ohm – real_impedance_ohm
Real Impedance / {unit}real_impedance_ohm
Imaginary Impedance / ohm – imaginary_impedance_ohm
Imaginary Impedance / {unit}imaginary_impedance_ohm
Absolute Impedance / ohm – absolute_impedance_ohm
Absolute Impedance / {unit}absolute_impedance_ohm
Phase / deg – phase_degree
Phase / {unit}phase_degree
Frequency / Hz – frequency_hertz
Frequency / {unit}frequency_hertz
Ambient Pressure / Pa – ambient_pressure_pa
Ambient Pressure / {unit}ambient_pressure_pa
Applied Pressure / Pa – applied_pressure_pa
Applied Pressure / {unit}applied_pressure_pa
Surface Pressure / Pa – surface_pressure_pa
Surface Pressure / {unit}surface_pressure_pa
Temperature T1 / degC – temperature_t1_celsius
Temperature T1 / {unit}temperature_t1_celsius
Temperature T2 / degC – temperature_t2_celsius
Temperature T2 / {unit}temperature_t2_celsius
Temperature T3 / degC – temperature_t3_celsius
Temperature T3 / {unit}temperature_t3_celsius
Temperature T4 / degC – temperature_t4_celsius
Temperature T4 / {unit}temperature_t4_celsius
Temperature T5 / degC – temperature_t5_celsius
Temperature T5 / {unit}temperature_t5_celsius
Surface Temperature / degC – surface_temperature_celsius
Surface Temperature / {unit}surface_temperature_celsius
Metadata parser: none
bdf_ipc#
Table parser:
ipc(.arrow,.feather,.ftr,.ipc)
Column synonyms – 58 BDF fields, 126 synonyms (0 assumed)
Test Time / s – test_time_second
Test Time / mstest_time_millisecondTest Time / {unit}test_time_second
Voltage / V – voltage_volt
Voltage / {unit}voltage_volt
Current / A – current_ampere
Current / {unit}current_ampere
Unix Time / s – unix_time_second
Unix Time / msunix_time_millisecondUnix Time / {unit}unix_time_second
Cycle Count / 1 – cycle_count
Cycle Count / 1cycle_count
Step Count / 1 – step_count
Step Count / 1step_count
Step ID – step_id
Step IDstep_id
Step Type – step_type
Step Typestep_type
Ambient Temperature / degC – ambient_temperature_celsius
Ambient Temperature / {unit}ambient_temperature_celsius
Step Record Index / 1 – step_record_index
Step Index / 1step_indexStep Record Index / 1step_record_index
Record Index / 1 – record_index
Record Index / 1record_index
Step Time / s – step_time_second
Step Time / {unit}step_time_second
Charging Capacity / Ah – charging_capacity_ah
Charging Capacity / {unit}charging_capacity_ah
Step Charging Capacity / Ah – step_charging_capacity_ah
Step Charging Capacity / {unit}step_charging_capacity_ah
Cycle Charging Capacity / Ah – cycle_charging_capacity_ah
Cycle Charging Capacity / {unit}cycle_charging_capacity_ah
Schedule Charging Capacity / Ah – schedule_charging_capacity_ah
Schedule Charging Capacity / {unit}schedule_charging_capacity_ah
Discharging Capacity / Ah – discharging_capacity_ah
Discharging Capacity / {unit}discharging_capacity_ah
Step Discharging Capacity / Ah – step_discharging_capacity_ah
Step Discharging Capacity / {unit}step_discharging_capacity_ah
Cycle Discharging Capacity / Ah – cycle_discharging_capacity_ah
Cycle Discharging Capacity / {unit}cycle_discharging_capacity_ah
Schedule Discharging Capacity / Ah – schedule_discharging_capacity_ah
Schedule Discharging Capacity / {unit}schedule_discharging_capacity_ah
Net Capacity / Ah – net_capacity_ah
Net Capacity / {unit}net_capacity_ah
Step Net Capacity / Ah – step_net_capacity_ah
Step Net Capacity / {unit}step_net_capacity_ah
Cycle Net Capacity / Ah – cycle_net_capacity_ah
Cycle Net Capacity / {unit}cycle_net_capacity_ah
Cumulative Capacity / Ah – cumulative_capacity_ah
Cumulative Capacity / {unit}cumulative_capacity_ah
Step Cumulative Capacity / Ah – step_cumulative_capacity_ah
Step Capacity / Ahstep_capacity_ahStep Cumulative Capacity / {unit}step_cumulative_capacity_ah
Cycle Cumulative Capacity / Ah – cycle_cumulative_capacity_ah
Cycle Cumulative Capacity / {unit}cycle_cumulative_capacity_ah
Charging Energy / Wh – charging_energy_wh
Charging Energy / {unit}charging_energy_wh
Step Charging Energy / Wh – step_charging_energy_wh
Step Charging Energy / {unit}step_charging_energy_wh
Cycle Charging Energy / Wh – cycle_charging_energy_wh
Cycle Charging Energy / {unit}cycle_charging_energy_wh
Schedule Charging Energy / Wh – schedule_charging_energy_wh
Schedule Charging Energy / {unit}schedule_charging_energy_wh
Discharging Energy / Wh – discharging_energy_wh
Discharging Energy / {unit}discharging_energy_wh
Step Discharging Energy / Wh – step_discharging_energy_wh
Step Discharging Energy / {unit}step_discharging_energy_wh
Cycle Discharging Energy / Wh – cycle_discharging_energy_wh
Cycle Discharging Energy / {unit}cycle_discharging_energy_wh
Schedule Discharging Energy / Wh – schedule_discharging_energy_wh
Schedule Discharging Energy / {unit}schedule_discharging_energy_wh
Net Energy / Wh – net_energy_wh
Net Energy / {unit}net_energy_wh
Step Net Energy / Wh – step_net_energy_wh
Step Net Energy / {unit}step_net_energy_wh
Cycle Net Energy / Wh – cycle_net_energy_wh
Cycle Net Energy / {unit}cycle_net_energy_wh
Cumulative Energy / Wh – cumulative_energy_wh
Cumulative Energy / {unit}cumulative_energy_wh
Step Cumulative Energy / Wh – step_cumulative_energy_wh
Step Energy / Whstep_energy_whStep Cumulative Energy / {unit}step_cumulative_energy_wh
Cycle Cumulative Energy / Wh – cycle_cumulative_energy_wh
Cycle Cumulative Energy / {unit}cycle_cumulative_energy_wh
Power / W – power_watt
Power / {unit}power_watt
Internal Resistance / ohm – internal_resistance_ohm
Internal Resistance / {unit}internal_resistance_ohm
DC Internal Resistance / ohm – dc_internal_resistance_ohm
DC Internal Resistance / {unit}dc_internal_resistance_ohm
AC Internal Resistance / ohm – ac_internal_resistance_ohm
AC Internal Resistance / {unit}ac_internal_resistance_ohm
Real Impedance / ohm – real_impedance_ohm
Real Impedance / {unit}real_impedance_ohm
Imaginary Impedance / ohm – imaginary_impedance_ohm
Imaginary Impedance / {unit}imaginary_impedance_ohm
Absolute Impedance / ohm – absolute_impedance_ohm
Absolute Impedance / {unit}absolute_impedance_ohm
Phase / deg – phase_degree
Phase / {unit}phase_degree
Frequency / Hz – frequency_hertz
Frequency / {unit}frequency_hertz
Ambient Pressure / Pa – ambient_pressure_pa
Ambient Pressure / {unit}ambient_pressure_pa
Applied Pressure / Pa – applied_pressure_pa
Applied Pressure / {unit}applied_pressure_pa
Surface Pressure / Pa – surface_pressure_pa
Surface Pressure / {unit}surface_pressure_pa
Temperature T1 / degC – temperature_t1_celsius
Temperature T1 / {unit}temperature_t1_celsius
Temperature T2 / degC – temperature_t2_celsius
Temperature T2 / {unit}temperature_t2_celsius
Temperature T3 / degC – temperature_t3_celsius
Temperature T3 / {unit}temperature_t3_celsius
Temperature T4 / degC – temperature_t4_celsius
Temperature T4 / {unit}temperature_t4_celsius
Temperature T5 / degC – temperature_t5_celsius
Temperature T5 / {unit}temperature_t5_celsius
Surface Temperature / degC – surface_temperature_celsius
Surface Temperature / {unit}surface_temperature_celsius
Metadata parser: none
bdf_xlsx#
Table parser:
excel(.xls,.xlsm,.xlsx)
Column synonyms – 58 BDF fields, 126 synonyms (0 assumed)
Test Time / s – test_time_second
Test Time / mstest_time_millisecondTest Time / {unit}test_time_second
Voltage / V – voltage_volt
Voltage / {unit}voltage_volt
Current / A – current_ampere
Current / {unit}current_ampere
Unix Time / s – unix_time_second
Unix Time / msunix_time_millisecondUnix Time / {unit}unix_time_second
Cycle Count / 1 – cycle_count
Cycle Count / 1cycle_count
Step Count / 1 – step_count
Step Count / 1step_count
Step ID – step_id
Step IDstep_id
Step Type – step_type
Step Typestep_type
Ambient Temperature / degC – ambient_temperature_celsius
Ambient Temperature / {unit}ambient_temperature_celsius
Step Record Index / 1 – step_record_index
Step Index / 1step_indexStep Record Index / 1step_record_index
Record Index / 1 – record_index
Record Index / 1record_index
Step Time / s – step_time_second
Step Time / {unit}step_time_second
Charging Capacity / Ah – charging_capacity_ah
Charging Capacity / {unit}charging_capacity_ah
Step Charging Capacity / Ah – step_charging_capacity_ah
Step Charging Capacity / {unit}step_charging_capacity_ah
Cycle Charging Capacity / Ah – cycle_charging_capacity_ah
Cycle Charging Capacity / {unit}cycle_charging_capacity_ah
Schedule Charging Capacity / Ah – schedule_charging_capacity_ah
Schedule Charging Capacity / {unit}schedule_charging_capacity_ah
Discharging Capacity / Ah – discharging_capacity_ah
Discharging Capacity / {unit}discharging_capacity_ah
Step Discharging Capacity / Ah – step_discharging_capacity_ah
Step Discharging Capacity / {unit}step_discharging_capacity_ah
Cycle Discharging Capacity / Ah – cycle_discharging_capacity_ah
Cycle Discharging Capacity / {unit}cycle_discharging_capacity_ah
Schedule Discharging Capacity / Ah – schedule_discharging_capacity_ah
Schedule Discharging Capacity / {unit}schedule_discharging_capacity_ah
Net Capacity / Ah – net_capacity_ah
Net Capacity / {unit}net_capacity_ah
Step Net Capacity / Ah – step_net_capacity_ah
Step Net Capacity / {unit}step_net_capacity_ah
Cycle Net Capacity / Ah – cycle_net_capacity_ah
Cycle Net Capacity / {unit}cycle_net_capacity_ah
Cumulative Capacity / Ah – cumulative_capacity_ah
Cumulative Capacity / {unit}cumulative_capacity_ah
Step Cumulative Capacity / Ah – step_cumulative_capacity_ah
Step Capacity / Ahstep_capacity_ahStep Cumulative Capacity / {unit}step_cumulative_capacity_ah
Cycle Cumulative Capacity / Ah – cycle_cumulative_capacity_ah
Cycle Cumulative Capacity / {unit}cycle_cumulative_capacity_ah
Charging Energy / Wh – charging_energy_wh
Charging Energy / {unit}charging_energy_wh
Step Charging Energy / Wh – step_charging_energy_wh
Step Charging Energy / {unit}step_charging_energy_wh
Cycle Charging Energy / Wh – cycle_charging_energy_wh
Cycle Charging Energy / {unit}cycle_charging_energy_wh
Schedule Charging Energy / Wh – schedule_charging_energy_wh
Schedule Charging Energy / {unit}schedule_charging_energy_wh
Discharging Energy / Wh – discharging_energy_wh
Discharging Energy / {unit}discharging_energy_wh
Step Discharging Energy / Wh – step_discharging_energy_wh
Step Discharging Energy / {unit}step_discharging_energy_wh
Cycle Discharging Energy / Wh – cycle_discharging_energy_wh
Cycle Discharging Energy / {unit}cycle_discharging_energy_wh
Schedule Discharging Energy / Wh – schedule_discharging_energy_wh
Schedule Discharging Energy / {unit}schedule_discharging_energy_wh
Net Energy / Wh – net_energy_wh
Net Energy / {unit}net_energy_wh
Step Net Energy / Wh – step_net_energy_wh
Step Net Energy / {unit}step_net_energy_wh
Cycle Net Energy / Wh – cycle_net_energy_wh
Cycle Net Energy / {unit}cycle_net_energy_wh
Cumulative Energy / Wh – cumulative_energy_wh
Cumulative Energy / {unit}cumulative_energy_wh
Step Cumulative Energy / Wh – step_cumulative_energy_wh
Step Energy / Whstep_energy_whStep Cumulative Energy / {unit}step_cumulative_energy_wh
Cycle Cumulative Energy / Wh – cycle_cumulative_energy_wh
Cycle Cumulative Energy / {unit}cycle_cumulative_energy_wh
Power / W – power_watt
Power / {unit}power_watt
Internal Resistance / ohm – internal_resistance_ohm
Internal Resistance / {unit}internal_resistance_ohm
DC Internal Resistance / ohm – dc_internal_resistance_ohm
DC Internal Resistance / {unit}dc_internal_resistance_ohm
AC Internal Resistance / ohm – ac_internal_resistance_ohm
AC Internal Resistance / {unit}ac_internal_resistance_ohm
Real Impedance / ohm – real_impedance_ohm
Real Impedance / {unit}real_impedance_ohm
Imaginary Impedance / ohm – imaginary_impedance_ohm
Imaginary Impedance / {unit}imaginary_impedance_ohm
Absolute Impedance / ohm – absolute_impedance_ohm
Absolute Impedance / {unit}absolute_impedance_ohm
Phase / deg – phase_degree
Phase / {unit}phase_degree
Frequency / Hz – frequency_hertz
Frequency / {unit}frequency_hertz
Ambient Pressure / Pa – ambient_pressure_pa
Ambient Pressure / {unit}ambient_pressure_pa
Applied Pressure / Pa – applied_pressure_pa
Applied Pressure / {unit}applied_pressure_pa
Surface Pressure / Pa – surface_pressure_pa
Surface Pressure / {unit}surface_pressure_pa
Temperature T1 / degC – temperature_t1_celsius
Temperature T1 / {unit}temperature_t1_celsius
Temperature T2 / degC – temperature_t2_celsius
Temperature T2 / {unit}temperature_t2_celsius
Temperature T3 / degC – temperature_t3_celsius
Temperature T3 / {unit}temperature_t3_celsius
Temperature T4 / degC – temperature_t4_celsius
Temperature T4 / {unit}temperature_t4_celsius
Temperature T5 / degC – temperature_t5_celsius
Temperature T5 / {unit}temperature_t5_celsius
Surface Temperature / degC – surface_temperature_celsius
Surface Temperature / {unit}surface_temperature_celsius
Metadata parser: none