Question

参考：Python pandas convert unix timestamp with timezone into datetime

在此主题上进行了搜索，但仍然找不到答案。

我有一个数据帧，其格式如下：

df timestamp
1  1549914000 
2  1549913400  
3  1549935000 
3  1549936800     
5  1549936200

我使用以下方法将纪元转换为日期：

df['date'] = pd.to_datetime(df['timestamp'], unit='s')

此行将产生一个始终比我当地时间晚8小时的日期。

因此，我按照链接中的示例对亚洲/新加坡使用了apply + tz.localize，我在上述代码之后的下一行尝试了以下代码。

df['date'] = df.apply(lambda x: x['date'].tz_localize(x['Asia/Singapore']), axis=1)

但是python返回如下错误：

Traceback (most recent call last):
  File "/home/test/script.py", line 479, in <module>
    schedule.every(10).minutes.do(main).run()
  File "/opt/cloudera/parcels/Anaconda-4.0.0/lib/python2.7/site-packages/schedule/__init__.py", line 411, in run
    ret = self.job_func()
  File "/home/test/script.py", line 361, in main
    df['date'] = df.apply(localize_ts, axis = 1)
  File "/opt/cloudera/parcels/Anaconda-4.0.0/lib/python2.7/site-packages/pandas/core/frame.py", line 4877, in apply
    ignore_failures=ignore_failures)
  File "/opt/cloudera/parcels/Anaconda-4.0.0/lib/python2.7/site-packages/pandas/core/frame.py", line 4973, in _apply_standard
    results[i] = func(v)
  File "/home/test/script.py", line 359, in localize_ts
    return pd.to_datetime(row['date']).tz_localize(row['Asia/Singapore'])
  File "/opt/cloudera/parcels/Anaconda-4.0.0/lib/python2.7/site-packages/pandas/core/series.py", line 623, in __getitem__
    result = self.index.get_value(self, key)
  File "/opt/cloudera/parcels/Anaconda-4.0.0/lib/python2.7/site-packages/pandas/core/indexes/base.py", line 2574, in get_value
    raise e1
KeyError: ('Asia/Singapore', u'occurred at index 0')

我是否正确替换了.tz_localize（x ['tz']）？

Answer 1

按照编写的方式，您的代码正在寻找名为Asia/Singapore的列。尝试以下方法：

df['date'] = df['date'].dt.tz_localize('Asia/Singapore')

Answer 2

您可以尝试

import numpy as np
import pandas as pd
df = pd.DataFrame({'timestamp': [1549952400, 1549953600]},index=['1', '2'])
df['timestamp2'] =  df['timestamp'] + 28800
df['date'] = pd.to_datetime(df['timestamp2'], unit='s')
df = df.drop('timestamp2', 1)

tz_localize：KeyError ：（“亚洲/新加坡”，发生在索引0'）

2 个答案: