我使用 spark SQLContext 将 JSON 文件加载到数据框中。 它存储来自不同用户的推文。它看起来像下面。我在 python 中使用 pandas 库来探索此数据框中的数据。
import pandas as pd
tweets = pd.read_json('/filepath')
sqlcontext = SQLContext(sc)
tweet_sdf = sqlcontext.createDataFrame(tweets)
tweet_sdf.show(10)
+-------------+------------------+-------------+--------------------+-------------------+
| country| id| place| text| user|
+-------------+------------------+-------------+--------------------+-------------------+
| India|572692378957430784| Orissa|@always_nidhi @Yo...| Srkian_nishu :)|
|United States|572575240615796736| Manhattan|@OnlyDancers Bell...| TagineDiningGlobal|
|United States|572575243883036672| Claremont|1/ "Without the a...| Daniel Beer|
|United States|572575252020109312| Vienna|idk why people ha...| someone actually|
|United States|572575274539356160| Boston|Taste of Iceland!...| BostonAttitude|
|United States|572647819401670656| Suwanee|Know what you don...|Collin A. Zimmerman|
| Indonesia|572647831053312000| Mario Riawa|Serasi ade haha @...| Rinie Syamsuddin|
| Indonesia|572647839521767424|Bogor Selatan|Akhirnya bisa jug...| Vinny Sylvia|
|United States|572647841220337664| Norwalk|@BeezyDH_ it's li...| Cas|
|United States|572647842277396480| Santee| obsessed with music| kimo|
+-------------+------------------+-------------+--------------------+-------------------+
only showing top 10 rows
tweet_sdf.printSchema()
root
|-- country: string (nullable = true)
|-- id: long (nullable = true)
|-- place: string (nullable = true)
|-- text: string (nullable = true)
|-- user: string (nullable = true)
我正在尝试使用以下方法对索引“id”上的数据框进行排序。
tweet_sdf.sort_index(by='id', ascending=False, inplace=True)
但是我收到下面提到的属性错误。 AttributeError: 'DataFrame' 对象没有属性 'sort_index'
---------------------------------------------------------------------------
AttributeError Traceback (most recent call last)
<ipython-input-106-6cd99444a12a> in <module>()
----> 1 tweet_sdf.sort_index(by='id', ascending=False, inplace=True)
/home/notebook/spark-1.6.0-bin-hadoop2.6/python/pyspark/sql/dataframe.pyc in __getattr__(self, name)
837 if name not in self.columns:
838 raise AttributeError(
--> 839 "'%s' object has no attribute '%s'" % (self.__class__.__name__, name))
840 jc = self._jdf.apply(name)
841 return Column(jc)
AttributeError: 'DataFrame' object has no attribute 'sort_index'
pandas 版本为 0.18.0,python 版本为 2.7.11 有人可以帮我理解为什么会这样吗?
最佳答案
DataFrame.sort_index API reference
我相信“by”参数在 0.17.0 之后已被删除。您可能需要更改参数或使用排序。
The by argument of DataFrame.sort_index() has been deprecated and will be removed in a future version.
关于python - 如何在数据帧上使用 sort_index()?,我们在Stack Overflow上找到一个类似的问题: https://stackoverflow.com/questions/36268040/