Converting between datetime and Pandas Timestamp objects

Question

I have the following    gt  date1 Timestamp  2014-01-23 00 00 00   tz None    gt  date2 datetime date 2014  3  26    and I read on this answer that I could use pandas to datetime   to convert from Timestamps to datetime objects  but it doesn t seem to work    gt  pd to datetime date1     Timestamp  2014-01-23 00 00 00   tz None    Why  How can I convert between these two formats

User · Answer

gt  gt  gt  pd Timestamp  2014-01-23 00 00 00   tz None  to datetime   datetime datetime 2014  1  23  0  0   gt  gt  gt  pd Timestamp datetime date 2014  3  26   Timestamp  2014-03-26 00 00 00

User · Answer

Pandas Timestamp to datetime datetime   pd Timestamp  2014-01-23 00 00 00   tz None  to pydatetime     datetime datetime to Timestamp  pd Timestamp datetime 2014  1  23

User · Answer

To answer the question of going from an existing python datetime to a pandas Timestamp do the following      import time  calendar  pandas as pd     from datetime import datetime          def to posix ts d  datetime  utc bool True  - gt  float          tt d timetuple           return  calendar timegm tt  if utc else time mktime tt     round d microsecond 1000000  0           def pd timestamp from datetime d  datetime  - gt  pd Timestamp          return pd to datetime to posix ts d   unit  s            dt   pd timestamp from datetime datetime now        print           format type dt   dt    Output    lt class  pandas  libs tslibs timestamps Timestamp  gt   2020-09-05 23 38 55  I was hoping for a more elegant way to do this but the to posix ts is already in my standard tool chain so I m moving on

User · Answer

You can use the to pydatetime method to be more explicit   In  11   ts   pd Timestamp  2014-01-23 00 00 00   tz None   In  12   ts to pydatetime   Out 12   datetime datetime 2014  1  23  0  0    It s also available on a DatetimeIndex   In  13   rng   pd date range  1 10 2011   periods 3  freq  D    In  14   rng to pydatetime   Out 14   array  datetime datetime 2011  1  10  0  0          datetime datetime 2011  1  11  0  0          datetime datetime 2011  1  12  0  0    dtype object

[python] Converting between datetime and Pandas Timestamp objects

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