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Python Comparing Datetime object to string
I have a list of Dataframes.
Some of them contain dates as strings, others dates as objects.
I try to compare dates as strings to dates as datetime object.
Here is my code:
for i in df.itertuples():
df['val'] = df.conditional_fill(df['date'].map(lambda x: datetime.strptime(x, '%Y-%m-%d %H:%M:%S.%f')), df['val']).unstack()
if i.get('date') == '2017-10-14 01:10:16.179000' :
print(i)
Can't find where I am wrong
A:
You can use to_datetime for convert strings to date time
df['date'] = pd.to_datetime(df['date'])
df['date'] = df['date'].apply(lambda x : datetime.strptime(x, '%Y-%m-%d %H:%M:%S.%f') )
And for compare a date
df['date'] = df['date'].apply(lambda x : datetime.strptime(x, '%Y-%m-%d %H:%M:%S.%f'))
df['date'] = pd.to_datetime(df['date'])
now compare with normal condition
df['some_column'] = df['date'] >= pd.to_datetime('2017-10-14')
Timings:
df = pd.DataFrame({'date': ['2017-10-14 01:10:16.179000 0b46394aab
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