spark-instrumented-optimizer/python/pyspark
goldmedal 1fdfe69352 [SPARK-22112][PYSPARK] Supports RDD of strings as input in spark.read.csv in PySpark
## What changes were proposed in this pull request?
We added a method to the scala API for creating a `DataFrame` from `DataSet[String]` storing CSV in [SPARK-15463](https://issues.apache.org/jira/browse/SPARK-15463) but PySpark doesn't have `Dataset` to support this feature. Therfore, I add an API to create a `DataFrame` from `RDD[String]` storing csv and it's also consistent with PySpark's `spark.read.json`.

For example as below
```
>>> rdd = sc.textFile('python/test_support/sql/ages.csv')
>>> df2 = spark.read.csv(rdd)
>>> df2.dtypes
[('_c0', 'string'), ('_c1', 'string')]
```
## How was this patch tested?
add unit test cases.

Author: goldmedal <liugs963@gmail.com>

Closes #19339 from goldmedal/SPARK-22112.
2017-09-27 11:19:45 +09:00
..
ml [SPARK-21981][PYTHON][ML] Added Python interface for ClusteringEvaluator 2017-09-22 13:12:33 +08:00
mllib [SPARK-20862][MLLIB][PYTHON] Avoid passing float to ndarray.reshape in LogisticRegressionModel 2017-05-24 22:55:38 +08:00
sql [SPARK-22112][PYSPARK] Supports RDD of strings as input in spark.read.csv in PySpark 2017-09-27 11:19:45 +09:00
streaming [SPARK-21893][BUILD][STREAMING][WIP] Put Kafka 0.8 behind a profile 2017-09-13 10:10:40 +01:00
__init__.py [MINOR] Fix some typo of the document 2017-06-19 20:35:58 +01:00
accumulators.py [SPARK-8652] [PYSPARK] Check return value for all uses of doctest.testmod() 2015-06-26 08:12:22 -07:00
broadcast.py [SPARK-12717][PYTHON] Adding thread-safe broadcast pickle registry 2017-08-02 07:12:23 +09:00
cloudpickle.py [SPARK-21070][PYSPARK] Attempt to update cloudpickle again 2017-08-22 11:17:53 +09:00
conf.py [SPARK-18447][DOCS] Fix the markdown for Note:/NOTE:/Note that across Python API documentation 2016-11-22 11:40:18 +00:00
context.py [SPARK-22043][PYTHON] Improves error message for show_profiles and dump_profiles 2017-09-18 13:20:11 +09:00
daemon.py [SPARK-4897] [PySpark] Python 3 support 2015-04-16 16:20:57 -07:00
files.py [SPARK-3309] [PySpark] Put all public API in __all__ 2014-09-03 11:49:45 -07:00
find_spark_home.py [SPARK-1267][SPARK-18129] Allow PySpark to be pip installed 2016-11-16 14:22:15 -08:00
heapq3.py [SPARK-8652] [PYSPARK] Check return value for all uses of doctest.testmod() 2015-06-26 08:12:22 -07:00
java_gateway.py [SPARK-1267][SPARK-18129] Allow PySpark to be pip installed 2016-11-16 14:22:15 -08:00
join.py [SPARK-14202] [PYTHON] Use generator expression instead of list comp in python_full_outer_jo… 2016-03-28 14:51:36 -07:00
profiler.py [SPARK-8652] [PYSPARK] Check return value for all uses of doctest.testmod() 2015-06-26 08:12:22 -07:00
rdd.py [SPARK-21551][PYTHON] Increase timeout for PythonRDD.serveIterator 2017-08-09 14:03:18 -07:00
rddsampler.py [SPARK-4897] [PySpark] Python 3 support 2015-04-16 16:20:57 -07:00
resultiterable.py [SPARK-3074] [PySpark] support groupByKey() with single huge key 2015-04-09 17:07:23 -07:00
serializers.py [SPARK-22106][PYSPARK][SQL] Disable 0-parameter pandas_udf and add doctests 2017-09-26 10:54:00 +09:00
shell.py [SPARK-19570][PYSPARK] Allow to disable hive in pyspark shell 2017-04-12 10:54:50 -07:00
shuffle.py [SPARK-10710] Remove ability to disable spilling in core and SQL 2015-09-19 21:40:21 -07:00
statcounter.py [SPARK-6919] [PYSPARK] Add asDict method to StatCounter 2015-09-29 13:38:15 -07:00
status.py [SPARK-4172] [PySpark] Progress API in Python 2015-02-17 13:36:43 -08:00
storagelevel.py [SPARK-13992][CORE][PYSPARK][FOLLOWUP] Update OFF_HEAP semantics for Java api and Python api 2016-04-12 23:06:55 -07:00
taskcontext.py [SPARK-18576][PYTHON] Add basic TaskContext information to PySpark 2016-12-20 15:51:21 -08:00
tests.py [SPARK-22043][PYTHON] Improves error message for show_profiles and dump_profiles 2017-09-18 13:20:11 +09:00
traceback_utils.py [SPARK-1087] Move python traceback utilities into new traceback_utils.py file. 2014-09-15 19:28:17 -07:00
util.py [SPARK-19505][PYTHON] AttributeError on Exception.message in Python3 2017-04-11 12:18:31 -07:00
version.py [MINOR] Bump SparkR and PySpark version to 2.3.0. 2017-06-19 11:13:03 +01:00
worker.py [SPARK-22106][PYSPARK][SQL] Disable 0-parameter pandas_udf and add doctests 2017-09-26 10:54:00 +09:00