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Allow deletion of certain datapoints from the datasets

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rasmusvt 2022-08-02 13:48:29 +02:00
parent 116e65e0e1
commit e6a4e2c81f
1 changed files with 9 additions and 1 deletions
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10
nafuma/electrochemistry/io.py
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@ -266,7 +266,9 @@ def process_neware_data(df, options={}):
'molecular_weight': None, 'molecular_weight': None,
'reverse_discharge': False, 'reverse_discharge': False,
'splice_cycles': None, 'splice_cycles': None,
'increment_cycles_from': None} # index 'increment_cycles_from': None,# index
'delete_datapoints': None, # list of indices
}
aux.update_options(options=options, required_options=required_options, default_options=default_options) aux.update_options(options=options, required_options=required_options, default_options=default_options)
@ -282,9 +284,15 @@ def process_neware_data(df, options={}):
df = unit_conversion(df=df, options=options) # converts all units from the old units to the desired units df = unit_conversion(df=df, options=options) # converts all units from the old units to the desired units
print(df.iloc[1:10])
if options['increment_cycles_from']: if options['increment_cycles_from']:
df['cycle'].iloc[options['increment_cycles_from']:] += 1 df['cycle'].iloc[options['increment_cycles_from']:] += 1
if options['delete_datapoints']:
for datapoint in options['delete_datapoints']:
df.drop(index=datapoint, inplace=True)
if options['splice_cycles']: if options['splice_cycles']:
df = splice_cycles(df=df, options=options) df = splice_cycles(df=df, options=options)