Oct-16-2019, 06:11 AM
(Oct-15-2019, 01:48 PM)perfringo Wrote: While using read_csv one can pass something like
df = pd.read_csv('my.csv', headers=None, converters={0: lambda x: datetime.datetime.strptime(x, '%d.%m.%Y %H:%M')})and format as datetime while reading without need to convert it later (if passing headers name then converters key must be corresponding to that header name)
Thks Perfringo,
but I got this new error:
--------------------------------------------------------------------------- AttributeError Traceback (most recent call last) <ipython-input-76-5dc85874d75f> in <module> 7 8 #data = pd.read_csv('data.csv', low_memory = False) ----> 9 data = pd.read_csv('data.csv', header=None, converters={0: lambda x: datetime.datetime.strptime(x, '%d.%m.%Y %H:%M')}) 10 data.head() ~/anaconda3/lib/python3.7/site-packages/pandas/io/parsers.py in parser_f(filepath_or_buffer, sep, delimiter, header, names, index_col, usecols, squeeze, prefix, mangle_dupe_cols, dtype, engine, converters, true_values, false_values, skipinitialspace, skiprows, nrows, na_values, keep_default_na, na_filter, verbose, skip_blank_lines, parse_dates, infer_datetime_format, keep_date_col, date_parser, dayfirst, iterator, chunksize, compression, thousands, decimal, lineterminator, quotechar, quoting, escapechar, comment, encoding, dialect, tupleize_cols, error_bad_lines, warn_bad_lines, skipfooter, doublequote, delim_whitespace, low_memory, memory_map, float_precision) 676 skip_blank_lines=skip_blank_lines) 677 --> 678 return _read(filepath_or_buffer, kwds) 679 680 parser_f.__name__ = name ~/anaconda3/lib/python3.7/site-packages/pandas/io/parsers.py in _read(filepath_or_buffer, kwds) 444 445 try: --> 446 data = parser.read(nrows) 447 finally: 448 parser.close() ~/anaconda3/lib/python3.7/site-packages/pandas/io/parsers.py in read(self, nrows) 1034 raise ValueError('skipfooter not supported for iteration') 1035 -> 1036 ret = self._engine.read(nrows) 1037 1038 # May alter columns / col_dict ~/anaconda3/lib/python3.7/site-packages/pandas/io/parsers.py in read(self, nrows) 1846 def read(self, nrows=None): 1847 try: -> 1848 data = self._reader.read(nrows) 1849 except StopIteration: 1850 if self._first_chunk: pandas/_libs/parsers.pyx in pandas._libs.parsers.TextReader.read() pandas/_libs/parsers.pyx in pandas._libs.parsers.TextReader._read_low_memory() pandas/_libs/parsers.pyx in pandas._libs.parsers.TextReader._read_rows() pandas/_libs/parsers.pyx in pandas._libs.parsers.TextReader._convert_column_data() pandas/_libs/parsers.pyx in pandas._libs.parsers._apply_converter() <ipython-input-76-5dc85874d75f> in <lambda>(x) 7 8 #data = pd.read_csv('data.csv', low_memory = False) ----> 9 data = pd.read_csv('data.csv', header=None, converters={0: lambda x: datetime.datetime.strptime(x, '%d.%m.%Y %H:%M')}) 10 data.head() AttributeError: type object 'datetime.datetime' has no attribute 'datetime'